diff --git a/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/README.md b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/README.md new file mode 100644 index 0000000000000000000000000000000000000000..1e7c00fb233988e99a87bb4c6b6f9033c281cbc2 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/README.md @@ -0,0 +1,86 @@ +# Rare disease-associated states beyond C1Q-high monocytes (2026-10-04/05) + +**Question (user).** The model seems to follow the rise of C1Q-high monocytes to some degree. Which other rare, +disease-specific subtypes would be worth testing the same way? + +**Two parts.** +1. A literature survey of rare PBMC states. + - 14 candidates, with key papers and marker genes. + - 43 PDFs in `paper-release-20260928/reference-papers/rare-disease-states/`, listed in the `INDEX.md` there. +2. A screen of the zero-shot arms we already had, with no new generation: + - The arms are DRESS (in the corpus), and Kawasaki and SLE GSE135779 (not in the corpus). + - Model: final f01 6k E16. Each sample's own pseudobulk is the condition at K = 1,000, with seed 20260913. + - Read-out: Poisson, seed 20260916. Labels: frozen f01common scANVI. + - Each state was scored on generated and observed cells with the paper-based marker rules in + `tools/states.json`. + - Observed parent cells are binomially thinned to the generated median library, as in `c1q_crossdisease`. + +## Results (counts: state cells / parent cells; observed thinned) + +| state (rule) | dataset | generated | observed | gen/obs | Spearman | disease direction | +|---|---|---|---|---:|---:|---| +| **MS1 monocyte** (IL1R2 + ≥ 2 of RETN ALOX5AP CYP1B1 MCEMP1 PLAC8 CLU CD163) | Kawasaki | KD before 317 / 4,450; HC 0 / 798; after IVIG 28 / 2,679 | 697 / 5,923; 1 / 1,123; 16 / 4,004 | 0.67 | 0.55 | **both kept** | +| | SLE | 21 / 21,833 | 3,105 / 70,901 | 0.02 | −0.03 | lost | +| **ISG-high T** (≥ 4 of 10 ISGs) | SLE | aSLE 746 / 12,979; aHD 29 / 10,265; cSLE 4,989 / 60,156; cHD 55 / 23,121 | 3,767 / 20,730; 175 / 27,704; 21,953 / 111,977; 450 / 56,080 | 0.45 | **0.86** | **both kept** | +| ISG-high monocyte (positive control) | SLE | 7,372 / 21,833 | 27,715 / 70,901 | 0.86 | 0.86 | both kept | +| **Cycling T/NK** (≥ 2 of MKI67 TOP2A TYMS CENPF UBE2C BIRC5) | SLE | 688 / 124,845 | 1,553 / 238,992 | 0.85 | 0.68 | both kept | +| | DRESS | patient 32 / 3,857; HV 1 / 3,370 | 882 / 5,633; 20 / 5,650 | 0.32 | 0.78 | kept, compressed | +| | Kawasaki | 92 / 45,425 | 1,163 / 63,360 | 0.11 | 0.34 | mixed | +| **Plasmablast** (scANVI 'Plasma cell') | Kawasaki | 206 / 75,000 | 1,837 / 103,362 | 0.16 | 0.56 | kept (KD vs HC, before vs after) | +| | SLE | 85 / 168,000 | 1,526 / 358,235 | 0.12 | 0.19 | child kept, adult reversed | +| C1Q-high monocyte (reference) | Kawasaki / SLE / DRESS | 43 / 7,927; 109 / 21,833; 110 / 3,793 | 603 / 11,050; 1,800 / 70,901; 529 / 4,485 | 0.10 / 0.20 / 0.25 | 0.17 / 0.43 / 0.96 | mixed | +| **DN2 / ABC B** (ITGAX or TBX21 + ≥ 2 of 7, CR2 absent) | SLE | 40 / 19,311 | 931 / 35,488 | 0.08 | 0.04 | adult weak, child reversed | +| HSPC (≥ 2 of CD34 PRSS57 SPINK2 SMIM24) | SLE | 12 / 168,000 | 265 / 358,235 | 0.10 | 0.13 | too rare to judge | +| **Granulocyte-like / LDG** (≥ 2 of 9 granule and neutrophil genes) | Kawasaki | 16 / 75,000 | 2,974 / 103,362 | **0.007** | 0.85 | not generated | + +The full tables are in `out/summary.csv`, `out/contrasts.csv` and `out/per_sample.csv`. The v1 run used provisional +marker rules; its tables are kept in `out/v1_provisional_markers/`. + +**Corpus frequency** (`out/corpus_states.csv`; corpus sample of 179,750 cells, native depth): +- MS1 (IL1R2+) is 6.9 % of monocytes, mostly from the COVID datasets. +- ISG-high T is 5.2 % of T cells. +- DN2 / ABC is 5.2 % of B cells. +- Granulocyte-like cells are 2.4 % of all cells. +- Plasmablasts (label) are 0.47 % of all cells. + +So the poorly generated states, DN2 and LDG, are **present in the corpus**. Corpus absence does not explain them. + +## Reading + +1. **What is reproduced, even outside the corpus.** These are states carried by a strong, broad program in the bulk: + - Kawasaki MS1 monocytes: present before IVIG, absent in controls, gone after IVIG. + - SLE ISG-high T cells, a rare state in healthy donors. + - Cycling T cells in SLE. + + Direction and sample ranking are kept. Kawasaki MS1 matches the Gold 2026 reanalysis of the same cohort. +2. **What is compressed but directional.** Plasmablasts and C1Q-high monocytes come out at 0.1–0.25× and follow the + disease direction only in some contrasts. +3. **What fails.** + - DN2 / ABC B cells: 0.08×, no sample tracking. + - Granulocyte-like / LDG cells: essentially never generated, although present in the corpus. + - HSPC: too rare to judge at these cell numbers. +4. **Caveats.** + - Zero-shot and pseudobulk-conditioned, one seed, marker-rule states. + - The DRESS samples were training samples. + - The Kawasaki data are 10x 5′. + - SLE MS1 in observed cSLE (6.5 %) may partly reflect granulocyte contamination; it is not reproduced. + +## Next test (not run; needs user approval) + +Ye 2026 sepsis is the paired cohort (80 donors, real bulk) where the 5-fold LoRA-5 arms already exist: +- labels are local in `paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fold*/arms/`; +- the NPZs are on spark-0110. + +Scoring MS1, the Ye proliferating CD14 monocytes, plasmablasts and C1Q on held-out donors there is **CPU only**. It +needs the NPZs copied back, a Poisson read-out on the marker genes and this screen. It would test the strongest +candidates with real bulk and LoRA. + +## Files + +- `tools/screen.py`: generated vs observed per state. +- `tools/corpus_states.py`: corpus frequency, using the same rules. +- `tools/states.json`: the state rules. +- Runs were bounded `systemd-run --user` CPU units (MemoryMax 28G, no swap); logs are in `work/`. +- The generated read-out h5ads were copied back from spark-0110 to a scratch directory for the run, sha-checked + against their `.moved` markers, and deleted afterwards. So were the corpus sample h5ad and the `behcet_c1q_lora3` + corpus sample. The originals remain on spark-0110. diff --git a/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/contrasts.csv b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/contrasts.csv new file mode 100644 index 0000000000000000000000000000000000000000..7c80992164f44d3b415537b1144c42c1910fce07 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/contrasts.csv @@ -0,0 +1,76 @@ +dataset,state,contrast,obs_a,obs_b,gen_a,gen_b,obs_a_counts,obs_b_counts,gen_a_counts,gen_b_counts,obs_diff,gen_diff,same_direction +dress,C1Q-high monocyte (reference),DRESS|none - healthy|none,3.8184438040345823,1.641867624422781,2.127659574468085,0.9581881533101045,53 / 1388,32 / 1949,15 / 705,11 / 1148,2.1765761796118013,1.1694714211579806,True +dress,Cycling T/NK,DRESS|none - healthy|none,15.657731226699804,0.35398230088495575,0.8296603577910293,0.02967359050445104,882 / 5633,20 / 5650,32 / 3857,1 / 3370,15.303748925814848,0.7999867672865782,True +dress,Cycling activated T (CD38/HLA-DR),DRESS|none - healthy|none,23.24805339265851,1.1798799420409853,0.8387445887445888,0.06956521739130435,1254 / 5394,57 / 4831,31 / 3696,2 / 2875,22.068173450617522,0.7691793713532844,True +dress,Proliferating T (label),DRESS|none - healthy|none,43.770856507230256,1.2212792382529496,1.893939393939394,0.17391304347826086,2361 / 5394,59 / 4831,70 / 3696,5 / 2875,42.54957726897731,1.7200263504611333,True +dress,Plasmablast (label),DRESS|none - healthy|none,0.5663856691253951,0.02328830926874709,0.24,0.04,43 / 7592,2 / 8588,12 / 5000,2 / 5000,0.543097359856648,0.19999999999999998,True +dress,Plasmablast (markers),DRESS|none - healthy|none,1.3435194942044257,0.8383791336748952,0.42,0.14,102 / 7592,72 / 8588,21 / 5000,7 / 5000,0.5051403605295305,0.27999999999999997,True +dress,MS1 monocyte (IL1R2+),DRESS|none - healthy|none,2.5936599423631126,0.2565418163160595,2.4113475177304964,0.17421602787456447,36 / 1388,5 / 1949,17 / 705,2 / 1148,2.337118126047053,2.237131489855932,True +dress,Cycling monocyte (Ye 2026),DRESS|none - healthy|none,5.9077809798270895,0.513083632632119,0.14184397163120568,0.08710801393728224,82 / 1388,10 / 1949,1 / 705,1 / 1148,5.39469734719497,0.05473595769392345,True +dress,ISG-high monocyte (positive control),DRESS|none - healthy|none,2.9538904899135447,4.104669061056952,2.5531914893617023,0.7839721254355401,41 / 1388,80 / 1949,18 / 705,9 / 1148,-1.150778571143407,1.7692193639261622,False +dress,ISG-high T,DRESS|none - healthy|none,1.8909899888765296,0.49679155454357277,0.13528138528138528,0.034782608695652174,102 / 5394,24 / 4831,5 / 3696,1 / 2875,1.3941984343329568,0.10049877658573311,True +dress,DN2 / ABC B,DRESS|none - healthy|none,1.3333333333333333,4.223227752639517,2.147239263803681,0.6116207951070336,5 / 375,28 / 663,7 / 326,2 / 327,-2.8898944193061844,1.5356184686966474,False +dress,HSPC,DRESS|none - healthy|none,0.1053740779768177,0.13972985561248252,0.08,0.02,8 / 7592,12 / 8588,4 / 5000,1 / 5000,-0.034355777635664816,0.06,False +dress,Cytotoxic CD4 T,DRESS|none - healthy|none,0.23719165085388993,0.34947578632051923,0.6863140896245459,1.3230429988974641,5 / 2108,7 / 2003,17 / 2477,12 / 907,-0.1122841354666293,-0.6367289092729183,True +dress,Granulocyte-like (LDG),DRESS|none - healthy|none,3.4378292939936776,2.841173730787145,0.0,0.0,261 / 7592,244 / 8588,0 / 5000,0 / 5000,0.5966555632065327,0.0,False +dress,Platelet signal in monocytes (negative control),DRESS|none - healthy|none,2.0172910662824206,1.128783991790662,0.5673758865248227,0.5226480836236934,28 / 1388,22 / 1949,4 / 705,6 / 1148,0.8885070744917587,0.04472780290112932,True +kawasaki,C1Q-high monocyte (reference),KD_before - HC,7.034004119249997,4.110992674337189,0.47869559232578546,0.12919896640826875,344 / 5923,45 / 1123,21 / 4450,1 / 798,2.9230114449128077,0.34949662591751673,True +kawasaki,C1Q-high monocyte (reference),KD_before - KD_after,7.034004119249997,3.986112457411569,0.47869559232578546,0.8372597070796717,344 / 5923,214 / 4004,21 / 4450,21 / 2679,3.047891661838428,-0.3585641147538862,False +kawasaki,Cycling T/NK,KD_before - HC,1.1625467330728516,0.9341547107176998,0.2626607954014015,0.03930267517601507,194 / 18293,105 / 11535,37 / 14265,4 / 9829,0.22839202235515177,0.22335812022538645,True +kawasaki,Cycling T/NK,KD_before - KD_after,1.1625467330728516,2.583978601078479,0.2626607954014015,0.24308549451659656,194 / 18293,864 / 33532,37 / 14265,51 / 21331,-1.4214318680056275,0.01957530088480497,False +kawasaki,Cycling activated T (CD38/HLA-DR),KD_before - HC,1.120651919571107,1.4190112632069425,0.2553029211738954,0.04309543105579807,169 / 16366,142 / 10135,33 / 13373,4 / 9110,-0.2983593436358354,0.21220749011809734,False +kawasaki,Cycling activated T (CD38/HLA-DR),KD_before - KD_after,1.120651919571107,5.07135725383796,0.2553029211738954,0.2901674587377889,169 / 16366,1569 / 30531,33 / 13373,57 / 19925,-3.9507053342668534,-0.03486453756389346,True +kawasaki,Proliferating T (label),KD_before - HC,1.059921430997219,1.649853224950404,0.9147467222381316,0.5476650248410975,158 / 16366,164 / 10135,125 / 13373,50 / 9110,-0.5899317939531852,0.3670816973970341,False +kawasaki,Proliferating T (label),KD_before - KD_after,1.059921430997219,2.85960133022599,0.9147467222381316,0.7812466630738043,158 / 16366,824 / 30531,125 / 13373,155 / 19925,-1.7996798992287713,0.13350005916432728,False +kawasaki,Plasmablast (label),KD_before - HC,1.437192652609059,0.7046814844440664,0.2533333333333333,0.16,498 / 36717,116 / 16203,76 / 30000,24 / 15000,0.7325111681649926,0.0933333333333333,True +kawasaki,Plasmablast (label),KD_before - KD_after,1.437192652609059,2.439870061643063,0.2533333333333333,0.35333333333333333,498 / 36717,1223 / 50442,76 / 30000,106 / 30000,-1.002677409034004,-0.10000000000000003,True +kawasaki,Plasmablast (markers),KD_before - HC,3.158656607178958,2.4582929968449747,0.6166666666666667,0.37333333333333335,1178 / 36717,400 / 16203,185 / 30000,56 / 15000,0.7003636103339832,0.24333333333333335,True +kawasaki,Plasmablast (markers),KD_before - KD_after,3.158656607178958,10.505593092593829,0.6166666666666667,0.54,1178 / 36717,5202 / 50442,185 / 30000,162 / 30000,-7.34693648541487,0.07666666666666666,False +kawasaki,MS1 monocyte (IL1R2+),KD_before - HC,8.527892659909776,0.1388888888888889,4.280527498898508,0.0,697 / 5923,1 / 1123,317 / 4450,0 / 798,8.389003771020887,4.280527498898508,True +kawasaki,MS1 monocyte (IL1R2+),KD_before - KD_after,8.527892659909776,0.37914278854109856,4.280527498898508,0.8833807597463187,697 / 5923,16 / 4004,317 / 4450,28 / 2679,8.148749871368677,3.397146739152189,True +kawasaki,Cycling monocyte (Ye 2026),KD_before - HC,2.6128784313341473,1.9098887739355497,0.2512150570122724,0.0,167 / 5923,20 / 1123,14 / 4450,0 / 798,0.7029896573985976,0.2512150570122724,True +kawasaki,Cycling monocyte (Ye 2026),KD_before - KD_after,2.6128784313341473,4.684374366215975,0.2512150570122724,0.02039983680130559,167 / 5923,179 / 4004,14 / 4450,1 / 2679,-2.0714959348818276,0.23081522021096684,False +kawasaki,ISG-high monocyte (positive control),KD_before - HC,11.906711239798613,29.233474586603407,1.274849192222572,0.9775801793585651,624 / 5923,332 / 1123,82 / 4450,8 / 798,-17.326763346804796,0.29726901286400687,False +kawasaki,ISG-high monocyte (positive control),KD_before - KD_after,11.906711239798613,25.277050428993192,1.274849192222572,7.823962048217581,624 / 5923,1855 / 4004,82 / 4450,355 / 2679,-13.37033918919458,-6.549112855995009,True +kawasaki,ISG-high T,KD_before - HC,0.9911938223128102,3.538188631402496,0.09190895409198184,0.0575576742967665,163 / 16366,352 / 10135,13 / 13373,5 / 9110,-2.5469948090896857,0.034351279795215336,False +kawasaki,ISG-high T,KD_before - KD_after,0.9911938223128102,8.06264168593457,0.09190895409198184,0.7718234503302432,163 / 16366,1846 / 30531,13 / 13373,143 / 19925,-7.071447863621761,-0.6799144962382614,True +kawasaki,DN2 / ABC B,KD_before - HC,2.32596714162881,2.6979910423809024,0.654923992476216,0.5704719923687903,223 / 11634,83 / 3316,74 / 11002,24 / 4266,-0.37202390075209246,0.0844520001074257,False +kawasaki,DN2 / ABC B,KD_before - KD_after,2.32596714162881,1.8164222785066884,0.654923992476216,0.9221791887804214,223 / 11634,107 / 6567,74 / 11002,51 / 5730,0.5095448631221215,-0.26725519630420536,False +kawasaki,HSPC,KD_before - HC,0.18134899014752195,0.061701458843245925,0.10333333333333335,0.006666666666666667,64 / 36717,10 / 16203,31 / 30000,1 / 15000,0.11964753130427602,0.09666666666666668,True +kawasaki,HSPC,KD_before - KD_after,0.18134899014752195,0.09833300355722778,0.10333333333333335,0.05333333333333334,64 / 36717,50 / 50442,31 / 30000,16 / 30000,0.08301598659029417,0.05000000000000001,True +kawasaki,Cytotoxic CD4 T,KD_before - HC,0.09993730706102773,0.5486236128065034,0.6357245082821553,0.6598870534883186,8 / 8948,27 / 4852,48 / 8516,30 / 4764,-0.4486863057454757,-0.024162545206163233,True +kawasaki,Cytotoxic CD4 T,KD_before - KD_after,0.09993730706102773,0.7729932560621803,0.6357245082821553,0.6631050719128663,8 / 8948,112 / 15056,48 / 8516,75 / 13306,-0.6730559490011525,-0.027380563630710952,True +kawasaki,Granulocyte-like (LDG),KD_before - HC,5.473569900882143,0.44171443675321626,0.03333333333333333,0.0,1646 / 36717,72 / 16203,10 / 30000,0 / 15000,5.031855464128927,0.03333333333333333,True +kawasaki,Granulocyte-like (LDG),KD_before - KD_after,5.473569900882143,2.679062920976546,0.03333333333333333,0.02,1646 / 36717,1256 / 50442,10 / 30000,6 / 30000,2.7945069799055964,0.013333333333333332,True +kawasaki,Platelet signal in monocytes (negative control),KD_before - HC,5.264208789952107,9.010247393520114,1.1888976397532593,0.74859401124791,395 / 5923,84 / 1123,57 / 4450,7 / 798,-3.7460386035680067,0.4403036285053493,False +kawasaki,Platelet signal in monocytes (negative control),KD_before - KD_after,5.264208789952107,8.990574983487813,1.1888976397532593,1.410177448791105,395 / 5923,390 / 4004,57 / 4450,34 / 2679,-3.7263661935357053,-0.2212798090378456,True +sle,C1Q-high monocyte (reference),aSLE - aHD,3.3863236923619984,1.810299771748128,0.6235967083522614,0.7264368510629726,347 / 9639,111 / 6619,21 / 3390,7 / 1665,1.5760239206138704,-0.10284014271071118,False +sle,C1Q-high monocyte (reference),cSLE - cHD,2.273165046807633,1.697982423101878,0.5407014552349637,0.426870356715018,1225 / 45551,117 / 9092,77 / 14947,4 / 1831,0.5751826237057549,0.11383109851994572,True +sle,Cycling T/NK,aSLE - aHD,0.837945605360791,0.2561005948547752,1.0669833693055693,0.15444522751778383,170 / 22600,74 / 31116,172 / 16370,18 / 11915,0.5818450105060158,0.9125381417877854,True +sle,Cycling T/NK,cSLE - cHD,1.2736784226396172,0.2162252173758473,0.6853548752697564,0.0893112131404409,1166 / 121357,143 / 63919,475 / 70441,23 / 26119,1.05745320526377,0.5960436621293155,True +sle,Cycling activated T (CD38/HLA-DR),aSLE - aHD,2.2628602647310596,0.7409402110371681,0.9449272534798411,0.11154036271813475,416 / 20730,187 / 27704,103 / 12979,12 / 10265,1.5219200536938915,0.8333868907617064,True +sle,Cycling activated T (CD38/HLA-DR),cSLE - cHD,2.3726358457468293,0.8251404658517469,0.5014787309199925,0.043339343885946985,2060 / 111977,470 / 56080,274 / 60156,10 / 23121,1.5474953798950823,0.45813938703404555,True +sle,Proliferating T (label),aSLE - aHD,1.3708986046051823,0.2534686154336999,0.990682410357999,0.13759616253745005,235 / 20730,69 / 27704,108 / 12979,13 / 10265,1.1174299891714825,0.853086247820549,True +sle,Proliferating T (label),cSLE - cHD,2.0527491030841025,0.20965210952097363,0.7927259653769708,0.06110365057297782,1532 / 111977,117 / 56080,426 / 60156,14 / 23121,1.843096993563129,0.731622314803993,True +sle,Plasmablast (label),aSLE - aHD,0.36552998543016224,0.1808309891499833,0.014285714285714287,0.04,143 / 35392,77 / 41440,3 / 21000,6 / 15000,0.18469899628017894,-0.025714285714285714,False +sle,Plasmablast (label),cSLE - cHD,0.6485051539507586,0.26316099264685144,0.06969696969696969,0.021212121212121213,1084 / 195838,222 / 85565,69 / 99000,7 / 33000,0.38534416130390714,0.04848484848484848,True +sle,Plasmablast (markers),aSLE - aHD,0.6142704230512808,0.34592185251877805,0.02380952380952381,0.04666666666666667,235 / 35392,140 / 41440,5 / 21000,7 / 15000,0.2683485705325027,-0.022857142857142857,False +sle,Plasmablast (markers),cSLE - cHD,1.4610093016458972,0.5128511382653218,0.07272727272727272,0.024242424242424242,2434 / 195838,441 / 85565,72 / 99000,8 / 33000,0.9481581633805753,0.04848484848484848,True +sle,MS1 monocyte (IL1R2+),aSLE - aHD,0.844388384896661,0.4264623316853802,0.06697568786155861,0.026143790849673203,81 / 9639,38 / 6619,3 / 3390,1 / 1665,0.4179260532112808,0.0408318970118854,True +sle,MS1 monocyte (IL1R2+),cSLE - cHD,3.668409819328916,0.6293328976788833,0.1694438238178471,0.0,2938 / 45551,48 / 9092,17 / 14947,0 / 1831,3.0390769216500324,0.1694438238178471,True +sle,Cycling monocyte (Ye 2026),aSLE - aHD,1.6523731890242779,0.6380059886935682,0.0,0.0,156 / 9639,46 / 6619,0 / 3390,0 / 1665,1.0143672003307098,0.0,False +sle,Cycling monocyte (Ye 2026),cSLE - cHD,2.0219382098060517,0.9972697313154367,0.04069807416882908,0.0,912 / 45551,86 / 9092,7 / 14947,0 / 1831,1.0246684784906148,0.04069807416882908,True +sle,ISG-high monocyte (positive control),aSLE - aHD,44.016416096276025,4.961602874888437,30.369706203047706,2.759272495771859,4069 / 9639,253 / 6619,1175 / 3390,38 / 1665,39.05481322138759,27.610433707275845,True +sle,ISG-high monocyte (positive control),cSLE - cHD,49.0174918547915,7.289472181082264,35.43010178050385,3.005870663910282,22819 / 45551,574 / 9092,6103 / 14947,56 / 1831,41.72801967370924,32.42423111659357,True +sle,ISG-high T,aSLE - aHD,22.185704289201755,0.5939462215207182,6.800440857478037,0.26543980240755943,3767 / 20730,175 / 27704,746 / 12979,29 / 10265,21.591758067681038,6.535001055070477,True +sle,ISG-high T,cSLE - cHD,24.72657410515484,0.8239619972278849,9.705942777236519,0.24134436811234303,21953 / 111977,450 / 56080,4989 / 60156,55 / 23121,23.902612107926956,9.464598409124177,True +sle,DN2 / ABC B,aSLE - aHD,3.9222477099505784,1.0037814739015367,0.2975917781118304,0.20887166236003446,30 / 936,23 / 2442,3 / 911,2 / 1221,2.9184662360490417,0.08872011575179595,True +sle,DN2 / ABC B,cSLE - cHD,4.1990145145843325,1.3531158663741683,0.19296510779858136,0.30821039679279855,745 / 21628,133 / 10482,21 / 12436,14 / 4743,2.8458986482101643,-0.11524528899421718,False +sle,HSPC,aSLE - aHD,0.09953905644652997,0.12294196056529812,0.014285714285714287,0.0,37 / 35392,48 / 41440,3 / 21000,0 / 15000,-0.02340290411876815,0.014285714285714287,False +sle,HSPC,cSLE - cHD,0.06345381927136531,0.0689047303704229,0.009090909090909092,0.0,123 / 195838,57 / 85565,9 / 99000,0 / 33000,-0.005450911099057584,0.009090909090909092,False +sle,Cytotoxic CD4 T,aSLE - aHD,3.522706728937545,1.2371276032486498,1.993827530372665,1.493710732543851,187 / 9990,141 / 17255,127 / 7915,100 / 7211,2.285579125688895,0.5001167978288139,True +sle,Cytotoxic CD4 T,cSLE - cHD,2.9370761906899667,1.9426232376796633,1.105935389491847,1.0136379044644206,1017 / 51287,510 / 27662,408 / 39554,156 / 16876,0.9944529530103035,0.09229748502742652,True +sle,Granulocyte-like (LDG),aSLE - aHD,0.8396438036327891,0.5061573194800925,0.014285714285714287,0.0,284 / 35392,197 / 41440,3 / 21000,0 / 15000,0.33348648415269666,0.014285714285714287,True +sle,Granulocyte-like (LDG),cSLE - cHD,0.8878630520415389,0.3400354194934044,0.013131313131313133,0.0030303030303030303,1899 / 195838,317 / 85565,13 / 99000,1 / 33000,0.5478276325481346,0.010101010101010102,True +sle,Platelet signal in monocytes (negative control),aSLE - aHD,6.128469024723325,2.684595322510098,1.887533541900259,1.1036889332003987,605 / 9639,186 / 6619,66 / 3390,31 / 1665,3.4438737022132266,0.7838446086998603,True +sle,Platelet signal in monocytes (negative control),cSLE - cHD,5.018032150144058,6.473367720020068,1.6818340894373895,0.844437422368027,2235 / 45551,613 / 9092,286 / 14947,20 / 1831,-1.4553355698760102,0.8373966670693626,False diff --git a/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/corpus_states.csv b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/corpus_states.csv new file mode 100644 index 0000000000000000000000000000000000000000..91d3668725601e3d1f0ab35c55f5cf27be5f29d3 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/corpus_states.csv @@ -0,0 +1,331 @@ +dataset_id,state,parent_cells,missing_genes,state_cells,pct +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,C1Q-high monocyte (reference),2555,,44,1.7221135029354206 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Cycling T/NK,4960,,0,0.0 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Cycling activated T (CD38/HLA-DR),4268,,36,0.8434864104967198 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Proliferating T (label),4268,,51,1.1949390815370198 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Plasmablast (label),9000,,14,0.15555555555555556 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Plasmablast (markers),9000,,79,0.8777777777777778 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,MS1 monocyte (IL1R2+),2555,,36,1.4090019569471623 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Cycling monocyte (Ye 2026),2555,,23,0.9001956947162426 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,ISG-high monocyte (positive control),2555,,591,23.131115459882583 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,ISG-high T,4268,,163,3.8191190253045924 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,DN2 / ABC B,1085,,13,1.1981566820276497 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,HSPC,9000,,5,0.05555555555555555 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Cytotoxic CD4 T,2307,,26,1.1270047680970958 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Granulocyte-like (LDG),9000,,47,0.5222222222222223 +001_A_collection_436154da-bcf1-4130-9c8b-120ff9a888_Perez_et_al._lupus_PBMC_cell-type-specific_molecular_genetic_associations_to_lup,Platelet signal in monocytes (negative control),2555,,192,7.514677103718199 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,C1Q-high monocyte (reference),305,,6,1.9672131147540983 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Cycling T/NK,7317,,17,0.23233565668990022 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Cycling activated T (CD38/HLA-DR),6187,,23,0.37174721189591076 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Proliferating T (label),6187,,60,0.9697753353806369 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Plasmablast (label),8750,,27,0.30857142857142855 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Plasmablast (markers),8750,IGLL5,42,0.48 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,MS1 monocyte (IL1R2+),305,,2,0.6557377049180327 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Cycling monocyte (Ye 2026),305,,4,1.3114754098360655 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,ISG-high monocyte (positive control),305,,32,10.491803278688524 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,ISG-high T,6187,,47,0.7596573460481655 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,DN2 / ABC B,1031,,22,2.133850630455868 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,HSPC,8750,,13,0.14857142857142858 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Cytotoxic CD4 T,4062,,76,1.8709995076317085 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Granulocyte-like (LDG),8750,,15,0.17142857142857143 +005_A_collection_dde06e0f-ab3b-46be-96a2-a8082383c4_OneK1K_Yazar_et_al._single-cell_eQTL_mapping,Platelet signal in monocytes (negative control),305,,24,7.868852459016393 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,C1Q-high monocyte (reference),1413,,34,2.4062278839348905 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Cycling T/NK,6693,,6,0.08964589870013447 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Cycling activated T (CD38/HLA-DR),5814,,68,1.1695906432748537 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Proliferating T (label),5814,,12,0.20639834881320948 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Plasmablast (label),9000,,0,0.0 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Plasmablast (markers),9000,IGLL5,100,1.1111111111111112 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,MS1 monocyte (IL1R2+),1413,,13,0.9200283085633404 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Cycling monocyte (Ye 2026),1413,,25,1.7692852087756545 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,ISG-high monocyte (positive control),1413,,280,19.815994338287332 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,ISG-high T,5814,,117,2.0123839009287927 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,DN2 / ABC B,767,,46,5.9973924380704045 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,HSPC,9000,,1,0.011111111111111112 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Cytotoxic CD4 T,2790,,62,2.2222222222222223 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Granulocyte-like (LDG),9000,,155,1.7222222222222223 +006_A_collection_ced320a1-29f3-47c1-a735-513c7084d5_AIDA_Asian_Immune_Diversity_Atlas,Platelet signal in monocytes (negative control),1413,,198,14.012738853503185 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,C1Q-high monocyte (reference),734,,3,0.4087193460490463 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Cycling T/NK,3960,,4,0.10101010101010101 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Cycling activated T (CD38/HLA-DR),3613,,2,0.05535566011624689 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Proliferating T (label),3613,,7,0.19374481040686412 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Plasmablast (label),8000,,3,0.0375 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Plasmablast (markers),8000,,7,0.0875 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,MS1 monocyte (IL1R2+),734,,0,0.0 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Cycling monocyte (Ye 2026),734,,1,0.1362397820163488 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,ISG-high monocyte (positive control),734,,14,1.9073569482288828 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,ISG-high T,3613,,1,0.027677830058123444 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,DN2 / ABC B,350,,2,0.5714285714285714 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,HSPC,8000,,0,0.0 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Cytotoxic CD4 T,1236,,0,0.0 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Granulocyte-like (LDG),8000,MPO CTSG,3,0.0375 +007_A_collection_e1a9ca56-f2ee-435d-980a-4f49ab7a95_Miao_et_al._RA_PBMC_disease_activity-associated_PBMC_subsets,Platelet signal in monocytes (negative control),734,PPBP PF4,1,0.1362397820163488 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,C1Q-high monocyte (reference),1310,,13,0.9923664122137404 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Cycling T/NK,5756,,18,0.3127171646977067 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Cycling activated T (CD38/HLA-DR),5153,,49,0.9509023869590529 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Proliferating T (label),5153,,27,0.5239666213856006 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Plasmablast (label),8000,,7,0.0875 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Plasmablast (markers),8000,,48,0.6 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,MS1 monocyte (IL1R2+),1310,,11,0.8396946564885496 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Cycling monocyte (Ye 2026),1310,,16,1.2213740458015268 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,ISG-high monocyte (positive control),1310,,297,22.671755725190838 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,ISG-high T,5153,,92,1.785367746943528 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,DN2 / ABC B,794,,10,1.2594458438287153 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,HSPC,8000,,11,0.1375 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Cytotoxic CD4 T,3099,,37,1.1939335269441755 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Granulocyte-like (LDG),8000,,121,1.5125 +009_A_Human_Immune_Health_Atlas_Human_Immune_Health_Atlas_AIFI_immune_dynamics_across_healthy_age,Platelet signal in monocytes (negative control),1310,,69,5.267175572519084 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,C1Q-high monocyte (reference),1491,,6,0.4024144869215292 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Cycling T/NK,5149,,19,0.36900369003690037 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Cycling activated T (CD38/HLA-DR),4533,,34,0.7500551511140525 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Proliferating T (label),4533,,54,1.1912640635340834 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Plasmablast (label),8250,,13,0.15757575757575756 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Plasmablast (markers),8250,,34,0.4121212121212121 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,MS1 monocyte (IL1R2+),1491,,5,0.335345405767941 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Cycling monocyte (Ye 2026),1491,,31,2.079141515761234 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,ISG-high monocyte (positive control),1491,,67,4.493628437290409 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,ISG-high T,4533,,10,0.22060445621001545 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,DN2 / ABC B,1527,,30,1.9646365422396856 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,HSPC,8250,,0,0.0 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Cytotoxic CD4 T,2510,,0,0.0 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Granulocyte-like (LDG),8250,LCN2,82,0.9939393939393939 +010_A_collection_4a9fd4d7-d870-4265-89a5-ad51ab811d_ScaleBio_single-cell_RNA_sequencing_of_human_PBMCs,Platelet signal in monocytes (negative control),1491,,9,0.6036217303822937 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,C1Q-high monocyte (reference),2491,,67,2.6896828582898435 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Cycling T/NK,4430,,38,0.8577878103837472 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Cycling activated T (CD38/HLA-DR),3508,,100,2.8506271379703536 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Proliferating T (label),3508,,21,0.5986316989737742 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Plasmablast (label),8000,,20,0.25 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Plasmablast (markers),8000,,162,2.025 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,MS1 monocyte (IL1R2+),2491,,35,1.4050582095543958 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Cycling monocyte (Ye 2026),2491,,138,5.539943797671618 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,ISG-high monocyte (positive control),2491,,1143,45.885186672019266 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,ISG-high T,3508,,119,3.3922462941847207 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,DN2 / ABC B,728,,50,6.868131868131868 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,HSPC,8000,,14,0.175 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Cytotoxic CD4 T,1819,,86,4.727872457394173 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Granulocyte-like (LDG),8000,,411,5.1375 +053_B_collection_b0cf0afa-ec40-4d65-b570-ed4ceacc68_Integrated_analysis_of_multimodal_single-cell_data_CITE-seq_PBMC,Platelet signal in monocytes (negative control),2491,,403,16.178241670012042 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,C1Q-high monocyte (reference),2448,,64,2.6143790849673203 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Cycling T/NK,4197,,95,2.2635215630212056 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Cycling activated T (CD38/HLA-DR),3442,,150,4.357931435212086 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Proliferating T (label),3442,,91,2.643811737361999 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Plasmablast (label),8000,,93,1.1625 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Plasmablast (markers),8000,,243,3.0375 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,MS1 monocyte (IL1R2+),2448,,646,26.38888888888889 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Cycling monocyte (Ye 2026),2448,,98,4.003267973856209 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,ISG-high monocyte (positive control),2448,,390,15.931372549019608 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,ISG-high T,3442,,118,3.4282393957001744 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,DN2 / ABC B,846,,33,3.900709219858156 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,HSPC,8000,,33,0.4125 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Cytotoxic CD4 T,1679,,14,0.8338296605122096 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Granulocyte-like (LDG),8000,,217,2.7125 +058_B_collection_eb735cc9-d0a7-48fa-b255-db726bf365_COVID_PBMC_nasal_swab_donors_with_immunodeficiencies_and_autoimmune_conditions,Platelet signal in monocytes (negative control),2448,,315,12.867647058823529 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,C1Q-high monocyte (reference),1498,,21,1.4018691588785046 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Cycling T/NK,5355,,21,0.39215686274509803 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Cycling activated T (CD38/HLA-DR),4765,,58,1.217208814270724 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Proliferating T (label),4765,,27,0.5666316894018888 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Plasmablast (label),8000,,5,0.0625 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Plasmablast (markers),8000,,87,1.0875 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,MS1 monocyte (IL1R2+),1498,,24,1.6021361815754338 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Cycling monocyte (Ye 2026),1498,,23,1.5353805073431241 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,ISG-high monocyte (positive control),1498,,240,16.02136181575434 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,ISG-high T,4765,,68,1.4270724029380903 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,DN2 / ABC B,880,,32,3.6363636363636362 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,HSPC,8000,,3,0.0375 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Cytotoxic CD4 T,2643,,56,2.1188043889519483 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Granulocyte-like (LDG),8000,,151,1.8875 +061_A_GSE274680_Savage_Allen_RA_at-risk_longitudinal_progression_PBMC_multi-omic_cohort,Platelet signal in monocytes (negative control),1498,,131,8.744993324432576 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,C1Q-high monocyte (reference),1797,,15,0.8347245409015025 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Cycling T/NK,5634,,36,0.6389776357827476 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Cycling activated T (CD38/HLA-DR),5210,,72,1.381957773512476 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Proliferating T (label),5210,,50,0.9596928982725528 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Plasmablast (label),8000,,0,0.0 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Plasmablast (markers),8000,,15,0.1875 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,MS1 monocyte (IL1R2+),1797,,28,1.5581524763494714 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Cycling monocyte (Ye 2026),1797,,17,0.9460211463550362 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,ISG-high monocyte (positive control),1797,,463,25.765164162493043 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,ISG-high T,5210,,79,1.5163147792706333 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,DN2 / ABC B,410,,9,2.1951219512195124 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,HSPC,8000,,8,0.1 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Cytotoxic CD4 T,2297,,19,0.827165868524162 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Granulocyte-like (LDG),8000,,212,2.65 +065_A_GSE271896_GSE271896_Sound_Life_deep_longitudinal_immune_profiling,Platelet signal in monocytes (negative control),1797,,108,6.010016694490818 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,C1Q-high monocyte (reference),1259,,4,0.3177124702144559 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Cycling T/NK,5378,,16,0.29750836742283376 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Cycling activated T (CD38/HLA-DR),4758,,57,1.1979823455233292 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Proliferating T (label),4758,,28,0.5884825556956704 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Plasmablast (label),8000,,27,0.3375 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Plasmablast (markers),8000,IGLL5,96,1.2 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,MS1 monocyte (IL1R2+),1259,,136,10.802223987291502 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Cycling monocyte (Ye 2026),1259,,30,2.3828435266084194 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,ISG-high monocyte (positive control),1259,,383,30.420969023034154 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,ISG-high T,4758,,413,8.68011769651114 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,DN2 / ABC B,1202,,42,3.4941763727121464 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,HSPC,8000,,10,0.125 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Cytotoxic CD4 T,2819,,11,0.3902092940759134 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Granulocyte-like (LDG),8000,,116,1.45 +071_C_JDM_CITE-seq_PBMC_CELLxGENE_JDM_CITE-seq_PBMC_CELLxGENE,Platelet signal in monocytes (negative control),1259,,154,12.231930103256552 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,C1Q-high monocyte (reference),2510,,96,3.8247011952191237 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Cycling T/NK,4766,,135,2.832563994964331 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Cycling activated T (CD38/HLA-DR),4035,,160,3.965303593556382 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Proliferating T (label),4035,,178,4.411400247831475 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Plasmablast (label),8000,,95,1.1875 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Plasmablast (markers),8000,,237,2.9625 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,MS1 monocyte (IL1R2+),2510,,291,11.593625498007968 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Cycling monocyte (Ye 2026),2510,,208,8.286852589641434 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,ISG-high monocyte (positive control),2510,,882,35.1394422310757 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,ISG-high T,4035,,514,12.738537794299877 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,DN2 / ABC B,541,,17,3.142329020332717 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,HSPC,8000,,16,0.2 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Cytotoxic CD4 T,2475,,30,1.2121212121212122 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Granulocyte-like (LDG),8000,,239,2.9875 +074_A_COMBAT_CELLxGENE_collection_COMBAT_CELLxGENE_collection,Platelet signal in monocytes (negative control),2510,,28,1.1155378486055776 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,C1Q-high monocyte (reference),2313,,16,0.6917423259835711 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Cycling T/NK,4428,,119,2.687443541102078 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Cycling activated T (CD38/HLA-DR),2816,,64,2.272727272727273 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Proliferating T (label),2816,,189,6.7116477272727275 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Plasmablast (label),8000,,188,2.35 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Plasmablast (markers),8000,,223,2.7875 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,MS1 monocyte (IL1R2+),2313,,42,1.8158236057068742 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Cycling monocyte (Ye 2026),2313,,143,6.182447038478167 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,ISG-high monocyte (positive control),2313,,937,40.51015996541288 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,ISG-high T,2816,,182,6.463068181818182 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,DN2 / ABC B,819,,24,2.93040293040293 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,HSPC,8000,,12,0.15 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Cytotoxic CD4 T,933,,4,0.4287245444801715 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Granulocyte-like (LDG),8000,,397,4.9625 +081_B_Single-cell_atlas_of_peripheral_immune_respon_Single-cell_atlas_of_peripheral_immune_response_to_SARS-CoV-2,Platelet signal in monocytes (negative control),2313,,75,3.2425421530479897 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,C1Q-high monocyte (reference),1369,,32,2.337472607742878 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Cycling T/NK,5376,,10,0.18601190476190477 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Cycling activated T (CD38/HLA-DR),4398,,40,0.9095043201455207 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Proliferating T (label),4398,,16,0.36380172805820826 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Plasmablast (label),8000,,37,0.4625 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Plasmablast (markers),8000,,123,1.5375 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,MS1 monocyte (IL1R2+),1369,,56,4.090577063550037 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Cycling monocyte (Ye 2026),1369,,12,0.8765522279035792 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,ISG-high monocyte (positive control),1369,,352,25.712198685171657 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,ISG-high T,4398,,351,7.980900409276944 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,DN2 / ABC B,1020,,31,3.0392156862745097 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,HSPC,8000,,19,0.2375 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Cytotoxic CD4 T,2022,,14,0.6923837784371909 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Granulocyte-like (LDG),8000,,85,1.0625 +093_C_Local_and_systemic_SARS-CoV-2_response_CELLxG_Local_and_systemic_SARS-CoV-2_response_CELLxGENE,Platelet signal in monocytes (negative control),1369,,99,7.231555880204529 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,C1Q-high monocyte (reference),1007,,12,1.1916583912611718 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Cycling T/NK,5950,,8,0.13445378151260504 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Cycling activated T (CD38/HLA-DR),4943,,13,0.2629981792433745 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Proliferating T (label),4943,,110,2.2253692089823995 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Plasmablast (label),8000,,0,0.0 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Plasmablast (markers),8000,IGLL5,83,1.0375 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,MS1 monocyte (IL1R2+),1007,,26,2.5819265143992056 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Cycling monocyte (Ye 2026),1007,,39,3.872889771598808 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,ISG-high monocyte (positive control),1007,,373,37.040714995034755 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,ISG-high T,4943,,134,2.7109043091240137 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,DN2 / ABC B,0,,0, +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,HSPC,8000,,12,0.15 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Cytotoxic CD4 T,2235,,24,1.0738255033557047 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Granulocyte-like (LDG),8000,,348,4.35 +200_A_GSE275067_Immunobiology_of_Aging_Cohort_PBMC_Profiling,Platelet signal in monocytes (negative control),1007,,236,23.435948361469713 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,C1Q-high monocyte (reference),2783,,54,1.9403521379805966 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Cycling T/NK,4354,,44,1.0105649977032614 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Cycling activated T (CD38/HLA-DR),3547,,121,3.4113335212855933 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Proliferating T (label),3547,,15,0.422892585283338 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Plasmablast (label),8000,,19,0.2375 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Plasmablast (markers),8000,,103,1.2875 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,MS1 monocyte (IL1R2+),2783,,742,26.66187567373338 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Cycling monocyte (Ye 2026),2783,,72,2.5871361839741285 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,ISG-high monocyte (positive control),2783,,456,16.38519583183615 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,ISG-high T,3547,,171,4.820975472230054 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,DN2 / ABC B,600,,11,1.8333333333333333 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,HSPC,8000,,6,0.075 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Cytotoxic CD4 T,1805,,47,2.6038781163434903 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Granulocyte-like (LDG),8000,,185,2.3125 +202_B_GSE161918_Time-resolved_Systems_Immunology_Reveals_a_Late_Juncture_Linked_to_Fatal_COVID-1,Platelet signal in monocytes (negative control),2783,,62,2.227811713977722 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,C1Q-high monocyte (reference),1089,,17,1.5610651974288339 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Cycling T/NK,5793,,12,0.20714655618850336 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Cycling activated T (CD38/HLA-DR),5010,,70,1.3972055888223553 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Proliferating T (label),5010,,9,0.17964071856287425 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Plasmablast (label),8000,,49,0.6125 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Plasmablast (markers),8000,,178,2.225 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,MS1 monocyte (IL1R2+),1089,,19,1.7447199265381084 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Cycling monocyte (Ye 2026),1089,,12,1.1019283746556474 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,ISG-high monocyte (positive control),1089,,133,12.213039485766759 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,ISG-high T,5010,,59,1.1776447105788423 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,DN2 / ABC B,919,,90,9.793253536452665 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,HSPC,8000,,0,0.0 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Cytotoxic CD4 T,1841,,14,0.7604562737642585 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Granulocyte-like (LDG),8000,,72,0.9 +203_B_CELLxGENE_665714af_Ancestral_and_environmental_diversity_shape_the_immune_landscape_in_Indonesia,Platelet signal in monocytes (negative control),1089,,62,5.693296602387512 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,C1Q-high monocyte (reference),342,,2,0.5847953216374269 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Cycling T/NK,810,,5,0.6172839506172839 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Cycling activated T (CD38/HLA-DR),807,,47,5.8240396530359355 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Proliferating T (label),807,,5,0.6195786864931846 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Plasmablast (label),8750,,4,0.045714285714285714 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Plasmablast (markers),8750,,29,0.3314285714285714 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,MS1 monocyte (IL1R2+),342,,0,0.0 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Cycling monocyte (Ye 2026),342,,5,1.4619883040935673 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,ISG-high monocyte (positive control),342,,51,14.912280701754385 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,ISG-high T,807,,6,0.7434944237918215 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,DN2 / ABC B,1856,,76,4.094827586206897 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,HSPC,8750,,4258,48.66285714285714 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Cytotoxic CD4 T,784,,0,0.0 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Granulocyte-like (LDG),8750,,186,2.125714285714286 +204_B_CELLxGENE_cHSPC_aging_MDS_Human_circulating_hematopoietic_stem_and_progenitor_cells_in_aging_cytopenia_and,Platelet signal in monocytes (negative control),342,,50,14.619883040935672 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,C1Q-high monocyte (reference),1084,,162,14.944649446494465 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Cycling T/NK,6134,,401,6.537332898597978 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Cycling activated T (CD38/HLA-DR),5745,,544,9.469103568320278 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Proliferating T (label),5745,,1226,21.34029590948651 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Plasmablast (label),8000,,69,0.8625 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Plasmablast (markers),8000,,164,2.05 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,MS1 monocyte (IL1R2+),1084,,27,2.4907749077490773 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Cycling monocyte (Ye 2026),1084,,67,6.180811808118081 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,ISG-high monocyte (positive control),1084,,123,11.346863468634686 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,ISG-high T,5745,,158,2.7502175805047866 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,DN2 / ABC B,554,,31,5.595667870036101 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,HSPC,8000,,10,0.125 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Cytotoxic CD4 T,2775,,8,0.2882882882882883 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Granulocyte-like (LDG),8000,,249,3.1125 +300b_A_GSE132802_DRESS_DiHS_PBMC_only_scRNAseq,Platelet signal in monocytes (negative control),1084,,29,2.6752767527675276 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,C1Q-high monocyte (reference),262,C1QC,0,0.0 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Cycling T/NK,694,,8,1.1527377521613833 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Cycling activated T (CD38/HLA-DR),539,,3,0.5565862708719852 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Proliferating T (label),539,,1,0.18552875695732837 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Plasmablast (label),8000,,111,1.3875 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Plasmablast (markers),8000,,238,2.975 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,MS1 monocyte (IL1R2+),262,,4,1.5267175572519085 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Cycling monocyte (Ye 2026),262,,1,0.3816793893129771 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,ISG-high monocyte (positive control),262,,29,11.068702290076336 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,ISG-high T,539,,7,1.2987012987012987 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,DN2 / ABC B,6960,,624,8.96551724137931 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,HSPC,8000,,16,0.2 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Cytotoxic CD4 T,294,,0,0.0 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Granulocyte-like (LDG),8000,,25,0.3125 +301_A_GSE163121_SLE_healthy_Bcell_PBMC_scRNAseq,Platelet signal in monocytes (negative control),262,,24,9.16030534351145 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,C1Q-high monocyte (reference),1335,,76,5.692883895131086 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Cycling T/NK,5745,,5,0.08703220191470844 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Cycling activated T (CD38/HLA-DR),5193,,62,1.1939148854226844 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Proliferating T (label),5193,,3,0.057770075101097634 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Plasmablast (label),8000,,9,0.1125 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Plasmablast (markers),8000,,76,0.95 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,MS1 monocyte (IL1R2+),1335,,76,5.692883895131086 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Cycling monocyte (Ye 2026),1335,,58,4.344569288389513 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,ISG-high monocyte (positive control),1335,,353,26.44194756554307 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,ISG-high T,5193,,123,2.368573079145003 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,DN2 / ABC B,747,,32,4.28380187416332 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,HSPC,8000,,6,0.075 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Cytotoxic CD4 T,2254,,17,0.7542147293700089 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Granulocyte-like (LDG),8000,,571,7.1375 +302_A_GSE314010_SLE_IL36_stim_PBMC_scRNAseq,Platelet signal in monocytes (negative control),1335,,11,0.8239700374531835 +304_A_Parse_10M_PBMC_12donor_90cytokines,C1Q-high monocyte (reference),1371,,64,4.6681254558716265 +304_A_Parse_10M_PBMC_12donor_90cytokines,Cycling T/NK,5580,,8,0.14336917562724014 +304_A_Parse_10M_PBMC_12donor_90cytokines,Cycling activated T (CD38/HLA-DR),5107,,23,0.45036224789504603 +304_A_Parse_10M_PBMC_12donor_90cytokines,Proliferating T (label),5107,,65,1.2727628744859996 +304_A_Parse_10M_PBMC_12donor_90cytokines,Plasmablast (label),8000,,47,0.5875 +304_A_Parse_10M_PBMC_12donor_90cytokines,Plasmablast (markers),8000,,50,0.625 +304_A_Parse_10M_PBMC_12donor_90cytokines,MS1 monocyte (IL1R2+),1371,,43,3.136396790663749 +304_A_Parse_10M_PBMC_12donor_90cytokines,Cycling monocyte (Ye 2026),1371,,20,1.4587892049598834 +304_A_Parse_10M_PBMC_12donor_90cytokines,ISG-high monocyte (positive control),1371,,1013,73.88767323121809 +304_A_Parse_10M_PBMC_12donor_90cytokines,ISG-high T,5107,,1906,37.321323673389465 +304_A_Parse_10M_PBMC_12donor_90cytokines,DN2 / ABC B,858,,46,5.361305361305361 +304_A_Parse_10M_PBMC_12donor_90cytokines,HSPC,8000,,3,0.0375 +304_A_Parse_10M_PBMC_12donor_90cytokines,Cytotoxic CD4 T,2711,,2,0.07377351530800443 +304_A_Parse_10M_PBMC_12donor_90cytokines,Granulocyte-like (LDG),8000,CTSG CAMP LCN2,349,4.3625 +304_A_Parse_10M_PBMC_12donor_90cytokines,Platelet signal in monocytes (negative control),1371,GP9,12,0.87527352297593 diff --git a/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/per_sample.csv b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/per_sample.csv new file mode 100644 index 0000000000000000000000000000000000000000..7325b540734ec02d69ff547bdb21417a1c56679b --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261004T165054Z-rare-states-screen/diffusion/dataset/server_1/model8/plans/rare_states_screen_20261004/out/per_sample.csv @@ -0,0 +1,1171 @@ +dataset,state,sample_id,group,obs_parent,obs_state,obsthin_state,gen_parent,gen_state,obs_pct,obsthin_pct,gen_pct +dress,C1Q-high monocyte (reference),PBMC_DRESS1,DRESS|none,1388,56,53,705,15,4.034582132564841,3.8184438040345823,2.127659574468085 +dress,C1Q-high monocyte (reference),PBMC_HV,healthy|none,1949,37,32,1148,11,1.8984094407388403,1.641867624422781,0.9581881533101045 +dress,C1Q-high monocyte (reference),PBMC_T4_CTRL,unspecified|control,263,109,85,201,7,41.444866920152094,32.31939163498099,3.482587064676617 +dress,C1Q-high monocyte (reference),PBMC_T4_BACT,unspecified|bacterial_stim,302,196,181,811,37,64.90066225165563,59.93377483443709,4.562268803945746 +dress,C1Q-high monocyte (reference),DRESS_Day4_BACT,DRESS|bacterial_stim,126,103,100,526,29,81.74603174603175,79.36507936507937,5.513307984790875 +dress,C1Q-high monocyte (reference),DRESS_Day4_TOFA,DRESS|tofacitinib,159,73,70,273,9,45.911949685534594,44.0251572327044,3.2967032967032965 +dress,C1Q-high monocyte (reference),PBMC_POST2W,unspecified|none,298,12,8,129,2,4.026845637583893,2.684563758389262,1.550387596899225 +dress,Cycling T/NK,PBMC_DRESS1,DRESS|none,5633,882,882,3857,32,15.657731226699804,15.657731226699804,0.8296603577910293 +dress,Cycling T/NK,PBMC_HV,healthy|none,5650,20,20,3370,1,0.35398230088495575,0.35398230088495575,0.02967359050445104 +dress,Cycling T/NK,PBMC_T4_CTRL,unspecified|control,4374,14,14,4609,5,0.3200731595793324,0.3200731595793324,0.10848340203948796 +dress,Cycling T/NK,PBMC_T4_BACT,unspecified|bacterial_stim,1397,212,212,3662,130,15.175375805297065,15.175375805297065,3.5499726925177497 +dress,Cycling T/NK,DRESS_Day4_BACT,DRESS|bacterial_stim,858,146,146,4034,287,17.016317016317018,17.016317016317018,7.1145265245413984 +dress,Cycling T/NK,DRESS_Day4_TOFA,DRESS|tofacitinib,2531,9,9,4534,0,0.3555906756222837,0.3555906756222837,0.0 +dress,Cycling T/NK,PBMC_POST2W,unspecified|none,5792,12,12,4535,0,0.20718232044198895,0.20718232044198895,0.0 +dress,Cycling activated T (CD38/HLA-DR),PBMC_DRESS1,DRESS|none,5394,1254,1254,3696,31,23.24805339265851,23.24805339265851,0.8387445887445888 +dress,Cycling activated T (CD38/HLA-DR),PBMC_HV,healthy|none,4831,57,57,2875,2,1.1798799420409853,1.1798799420409853,0.06956521739130435 +dress,Cycling activated T (CD38/HLA-DR),PBMC_T4_CTRL,unspecified|control,4231,181,181,4550,6,4.2779484755376975,4.2779484755376975,0.13186813186813187 +dress,Cycling activated T (CD38/HLA-DR),PBMC_T4_BACT,unspecified|bacterial_stim,1379,279,279,3621,103,20.232052211747643,20.232052211747643,2.844518088925711 +dress,Cycling activated T (CD38/HLA-DR),DRESS_Day4_BACT,DRESS|bacterial_stim,820,123,123,3963,281,15.0,15.0,7.090587938430482 +dress,Cycling activated T (CD38/HLA-DR),DRESS_Day4_TOFA,DRESS|tofacitinib,2530,10,10,4507,0,0.3952569169960474,0.3952569169960474,0.0 +dress,Cycling activated T (CD38/HLA-DR),PBMC_POST2W,unspecified|none,5297,25,25,4366,1,0.4719652633566169,0.4719652633566169,0.022904260192395786 +dress,Proliferating T (label),PBMC_DRESS1,DRESS|none,5394,2361,2361,3696,70,43.770856507230256,43.770856507230256,1.893939393939394 +dress,Proliferating T (label),PBMC_HV,healthy|none,4831,59,59,2875,5,1.2212792382529496,1.2212792382529496,0.17391304347826086 +dress,Proliferating T (label),PBMC_T4_CTRL,unspecified|control,4231,967,967,4550,89,22.85511699361853,22.85511699361853,1.956043956043956 +dress,Proliferating T (label),PBMC_T4_BACT,unspecified|bacterial_stim,1379,508,508,3621,232,36.838288614938364,36.838288614938364,6.407069870201601 +dress,Proliferating T (label),DRESS_Day4_BACT,DRESS|bacterial_stim,820,160,160,3963,554,19.51219512195122,19.51219512195122,13.97930860459248 +dress,Proliferating T (label),DRESS_Day4_TOFA,DRESS|tofacitinib,2530,20,20,4507,23,0.7905138339920948,0.7905138339920948,0.5103172842245396 +dress,Proliferating T (label),PBMC_POST2W,unspecified|none,5297,151,151,4366,28,2.8506701906739664,2.8506701906739664,0.641319285387082 +dress,Plasmablast (label),PBMC_DRESS1,DRESS|none,7592,43,43,5000,12,0.5663856691253951,0.5663856691253951,0.24 +dress,Plasmablast (label),PBMC_HV,healthy|none,8588,2,2,5000,2,0.02328830926874709,0.02328830926874709,0.04 +dress,Plasmablast (label),PBMC_T4_CTRL,unspecified|control,4936,46,46,5000,1,0.9319286871961102,0.9319286871961102,0.02 +dress,Plasmablast (label),PBMC_T4_BACT,unspecified|bacterial_stim,1978,64,64,5000,31,3.235591506572295,3.235591506572295,0.62 +dress,Plasmablast (label),DRESS_Day4_BACT,DRESS|bacterial_stim,1164,21,21,5000,27,1.8041237113402062,1.8041237113402062,0.54 +dress,Plasmablast (label),DRESS_Day4_TOFA,DRESS|tofacitinib,2880,11,11,5000,0,0.3819444444444444,0.3819444444444444,0.0 +dress,Plasmablast (label),PBMC_POST2W,unspecified|none,6574,0,0,5000,3,0.0,0.0,0.06 +dress,Plasmablast (markers),PBMC_DRESS1,DRESS|none,7592,104,102,5000,21,1.36986301369863,1.3435194942044257,0.42 +dress,Plasmablast (markers),PBMC_HV,healthy|none,8588,78,72,5000,7,0.9082440614811365,0.8383791336748952,0.14 +dress,Plasmablast (markers),PBMC_T4_CTRL,unspecified|control,4936,73,71,5000,1,1.4789303079416531,1.4384116693679092,0.02 +dress,Plasmablast (markers),PBMC_T4_BACT,unspecified|bacterial_stim,1978,120,117,5000,33,6.066734074823054,5.915065722952478,0.66 +dress,Plasmablast (markers),DRESS_Day4_BACT,DRESS|bacterial_stim,1164,97,94,5000,37,8.333333333333334,8.075601374570446,0.74 +dress,Plasmablast (markers),DRESS_Day4_TOFA,DRESS|tofacitinib,2880,33,32,5000,5,1.1458333333333333,1.1111111111111112,0.1 +dress,Plasmablast (markers),PBMC_POST2W,unspecified|none,6574,44,41,5000,4,0.6693033160937024,0.6236689990873137,0.08 +dress,MS1 monocyte (IL1R2+),PBMC_DRESS1,DRESS|none,1388,72,36,705,17,5.187319884726225,2.5936599423631126,2.4113475177304964 +dress,MS1 monocyte (IL1R2+),PBMC_HV,healthy|none,1949,9,5,1148,2,0.4617752693689071,0.2565418163160595,0.17421602787456447 +dress,MS1 monocyte (IL1R2+),PBMC_T4_CTRL,unspecified|control,263,1,0,201,2,0.38022813688212925,0.0,0.9950248756218906 +dress,MS1 monocyte (IL1R2+),PBMC_T4_BACT,unspecified|bacterial_stim,302,21,13,811,20,6.953642384105961,4.304635761589404,2.466091245376079 +dress,MS1 monocyte (IL1R2+),DRESS_Day4_BACT,DRESS|bacterial_stim,126,3,2,526,21,2.380952380952381,1.5873015873015872,3.9923954372623576 +dress,MS1 monocyte (IL1R2+),DRESS_Day4_TOFA,DRESS|tofacitinib,159,1,0,273,5,0.6289308176100629,0.0,1.8315018315018314 +dress,MS1 monocyte (IL1R2+),PBMC_POST2W,unspecified|none,298,3,2,129,1,1.0067114093959733,0.6711409395973155,0.7751937984496124 +dress,Cycling monocyte (Ye 2026),PBMC_DRESS1,DRESS|none,1388,118,82,705,1,8.501440922190202,5.9077809798270895,0.14184397163120568 +dress,Cycling monocyte (Ye 2026),PBMC_HV,healthy|none,1949,19,10,1148,1,0.9748589020010262,0.513083632632119,0.08710801393728224 +dress,Cycling monocyte (Ye 2026),PBMC_T4_CTRL,unspecified|control,263,8,7,201,0,3.041825095057034,2.661596958174905,0.0 +dress,Cycling monocyte (Ye 2026),PBMC_T4_BACT,unspecified|bacterial_stim,302,17,10,811,6,5.629139072847682,3.3112582781456954,0.7398273736128237 +dress,Cycling monocyte (Ye 2026),DRESS_Day4_BACT,DRESS|bacterial_stim,126,21,7,526,4,16.666666666666668,5.555555555555555,0.7604562737642585 +dress,Cycling monocyte (Ye 2026),DRESS_Day4_TOFA,DRESS|tofacitinib,159,10,8,273,0,6.289308176100629,5.031446540880503,0.0 +dress,Cycling monocyte (Ye 2026),PBMC_POST2W,unspecified|none,298,3,2,129,0,1.0067114093959733,0.6711409395973155,0.0 +dress,ISG-high monocyte (positive control),PBMC_DRESS1,DRESS|none,1388,92,41,705,18,6.628242074927954,2.9538904899135447,2.5531914893617023 +dress,ISG-high monocyte (positive control),PBMC_HV,healthy|none,1949,156,80,1148,9,8.004104669061057,4.104669061056952,0.7839721254355401 +dress,ISG-high monocyte (positive control),PBMC_T4_CTRL,unspecified|control,263,15,3,201,0,5.7034220532319395,1.1406844106463878,0.0 +dress,ISG-high monocyte (positive control),PBMC_T4_BACT,unspecified|bacterial_stim,302,41,25,811,3,13.57615894039735,8.278145695364238,0.36991368680641185 +dress,ISG-high monocyte (positive control),DRESS_Day4_BACT,DRESS|bacterial_stim,126,88,62,526,4,69.84126984126983,49.20634920634921,0.7604562737642585 +dress,ISG-high monocyte (positive control),DRESS_Day4_TOFA,DRESS|tofacitinib,159,1,0,273,0,0.6289308176100629,0.0,0.0 +dress,ISG-high monocyte (positive control),PBMC_POST2W,unspecified|none,298,1,1,129,1,0.33557046979865773,0.33557046979865773,0.7751937984496124 +dress,ISG-high T,PBMC_DRESS1,DRESS|none,5394,102,102,3696,5,1.8909899888765296,1.8909899888765296,0.13528138528138528 +dress,ISG-high T,PBMC_HV,healthy|none,4831,24,24,2875,1,0.49679155454357277,0.49679155454357277,0.034782608695652174 +dress,ISG-high T,PBMC_T4_CTRL,unspecified|control,4231,5,5,4550,1,0.1181753722524226,0.1181753722524226,0.02197802197802198 +dress,ISG-high T,PBMC_T4_BACT,unspecified|bacterial_stim,1379,13,13,3621,4,0.9427121102248006,0.9427121102248006,0.11046672190002761 +dress,ISG-high T,DRESS_Day4_BACT,DRESS|bacterial_stim,820,167,167,3963,19,20.365853658536587,20.365853658536587,0.47943477163764825 +dress,ISG-high T,DRESS_Day4_TOFA,DRESS|tofacitinib,2530,0,0,4507,0,0.0,0.0,0.0 +dress,ISG-high T,PBMC_POST2W,unspecified|none,5297,7,7,4366,1,0.13215027373985275,0.13215027373985275,0.022904260192395786 +dress,DN2 / ABC B,PBMC_DRESS1,DRESS|none,375,5,5,326,7,1.3333333333333333,1.3333333333333333,2.147239263803681 +dress,DN2 / ABC B,PBMC_HV,healthy|none,663,33,28,327,2,4.97737556561086,4.223227752639517,0.6116207951070336 +dress,DN2 / ABC B,PBMC_T4_CTRL,unspecified|control,288,7,5,172,1,2.4305555555555554,1.7361111111111112,0.5813953488372093 +dress,DN2 / ABC B,PBMC_T4_BACT,unspecified|bacterial_stim,121,7,7,313,8,5.785123966942149,5.785123966942149,2.5559105431309903 +dress,DN2 / ABC B,DRESS_Day4_BACT,DRESS|bacterial_stim,146,31,30,304,4,21.232876712328768,20.54794520547945,1.3157894736842106 +dress,DN2 / ABC B,DRESS_Day4_TOFA,DRESS|tofacitinib,186,7,6,178,0,3.763440860215054,3.225806451612903,0.0 +dress,DN2 / ABC B,PBMC_POST2W,unspecified|none,466,8,8,318,1,1.7167381974248928,1.7167381974248928,0.31446540880503143 +dress,HSPC,PBMC_DRESS1,DRESS|none,7592,8,8,5000,4,0.1053740779768177,0.1053740779768177,0.08 +dress,HSPC,PBMC_HV,healthy|none,8588,12,12,5000,1,0.13972985561248252,0.13972985561248252,0.02 +dress,HSPC,PBMC_T4_CTRL,unspecified|control,4936,2,2,5000,0,0.04051863857374392,0.04051863857374392,0.0 +dress,HSPC,PBMC_T4_BACT,unspecified|bacterial_stim,1978,6,6,5000,5,0.3033367037411527,0.3033367037411527,0.1 +dress,HSPC,DRESS_Day4_BACT,DRESS|bacterial_stim,1164,1,1,5000,0,0.0859106529209622,0.0859106529209622,0.0 +dress,HSPC,DRESS_Day4_TOFA,DRESS|tofacitinib,2880,0,0,5000,1,0.0,0.0,0.02 +dress,HSPC,PBMC_POST2W,unspecified|none,6574,4,4,5000,0,0.06084575600851841,0.06084575600851841,0.0 +dress,Cytotoxic CD4 T,PBMC_DRESS1,DRESS|none,2108,5,5,2477,17,0.23719165085388993,0.23719165085388993,0.6863140896245459 +dress,Cytotoxic CD4 T,PBMC_HV,healthy|none,2003,7,7,907,12,0.34947578632051923,0.34947578632051923,1.3230429988974641 +dress,Cytotoxic CD4 T,PBMC_T4_CTRL,unspecified|control,2246,0,0,3417,6,0.0,0.0,0.17559262510974538 +dress,Cytotoxic CD4 T,PBMC_T4_BACT,unspecified|bacterial_stim,610,3,3,2316,4,0.4918032786885246,0.4918032786885246,0.17271157167530224 +dress,Cytotoxic CD4 T,DRESS_Day4_BACT,DRESS|bacterial_stim,434,2,2,2472,12,0.4608294930875576,0.4608294930875576,0.4854368932038835 +dress,Cytotoxic CD4 T,DRESS_Day4_TOFA,DRESS|tofacitinib,1739,1,1,3191,3,0.05750431282346176,0.05750431282346176,0.0940144155437167 +dress,Cytotoxic CD4 T,PBMC_POST2W,unspecified|none,3401,1,1,3129,7,0.029403116730373418,0.029403116730373418,0.22371364653243847 +dress,Granulocyte-like (LDG),PBMC_DRESS1,DRESS|none,7592,269,261,5000,0,3.5432033719704954,3.4378292939936776,0.0 +dress,Granulocyte-like (LDG),PBMC_HV,healthy|none,8588,260,244,5000,0,3.0274802049371217,2.841173730787145,0.0 +dress,Granulocyte-like (LDG),PBMC_T4_CTRL,unspecified|control,4936,38,37,5000,4,0.7698541329011345,0.7495948136142626,0.08 +dress,Granulocyte-like (LDG),PBMC_T4_BACT,unspecified|bacterial_stim,1978,147,143,5000,32,7.431749241658241,7.229524772497472,0.64 +dress,Granulocyte-like (LDG),DRESS_Day4_BACT,DRESS|bacterial_stim,1164,86,83,5000,25,7.3883161512027495,7.130584192439863,0.5 +dress,Granulocyte-like (LDG),DRESS_Day4_TOFA,DRESS|tofacitinib,2880,85,84,5000,17,2.951388888888889,2.9166666666666665,0.34 +dress,Granulocyte-like (LDG),PBMC_POST2W,unspecified|none,6574,14,13,5000,0,0.21296014602981442,0.19774870702768482,0.0 +dress,Platelet signal in monocytes (negative control),PBMC_DRESS1,DRESS|none,1388,48,28,705,4,3.4582132564841497,2.0172910662824206,0.5673758865248227 +dress,Platelet signal in monocytes (negative control),PBMC_HV,healthy|none,1949,35,22,1148,6,1.7957927142124166,1.128783991790662,0.5226480836236934 +dress,Platelet signal in monocytes (negative control),PBMC_T4_CTRL,unspecified|control,263,0,0,201,0,0.0,0.0,0.0 +dress,Platelet signal in monocytes (negative control),PBMC_T4_BACT,unspecified|bacterial_stim,302,0,0,811,6,0.0,0.0,0.7398273736128237 +dress,Platelet signal in monocytes (negative control),DRESS_Day4_BACT,DRESS|bacterial_stim,126,0,0,526,1,0.0,0.0,0.19011406844106463 +dress,Platelet signal in monocytes (negative control),DRESS_Day4_TOFA,DRESS|tofacitinib,159,0,0,273,1,0.0,0.0,0.3663003663003663 +dress,Platelet signal in monocytes (negative control),PBMC_POST2W,unspecified|none,298,7,3,129,0,2.348993288590604,1.0067114093959733,0.0 +kawasaki,C1Q-high monocyte (reference),P1_before,KD_before,518,75,75,255,3,14.478764478764479,14.478764478764479,1.1764705882352942 +kawasaki,C1Q-high monocyte (reference),P1_after,KD_after,2024,163,163,817,11,8.053359683794467,8.053359683794467,1.346389228886169 +kawasaki,C1Q-high monocyte (reference),P2_before,KD_before,641,49,49,326,0,7.644305772230889,7.644305772230889,0.0 +kawasaki,C1Q-high monocyte (reference),P2_after,KD_after,174,12,12,166,1,6.896551724137931,6.896551724137931,0.6024096385542169 +kawasaki,C1Q-high monocyte (reference),P3_before,KD_before,674,43,43,302,1,6.379821958456973,6.379821958456973,0.33112582781456956 +kawasaki,C1Q-high monocyte (reference),P3_after,KD_after,236,4,4,105,2,1.694915254237288,1.694915254237288,1.9047619047619047 +kawasaki,C1Q-high monocyte (reference),P4_before,KD_before,1169,90,90,687,4,7.698887938408896,7.698887938408896,0.5822416302765647 +kawasaki,C1Q-high monocyte (reference),P4_after,KD_after,246,7,7,236,1,2.845528455284553,2.845528455284553,0.423728813559322 +kawasaki,C1Q-high monocyte (reference),P5_before,KD_before,1388,48,48,757,2,3.4582132564841497,3.4582132564841497,0.26420079260237783 +kawasaki,C1Q-high monocyte (reference),P5_after,KD_after,721,8,8,551,0,1.1095700416088765,1.1095700416088765,0.0 +kawasaki,C1Q-high monocyte (reference),P6_before,KD_before,1533,39,39,2123,11,2.544031311154599,2.544031311154599,0.5181347150259067 +kawasaki,C1Q-high monocyte (reference),P6_after,KD_after,603,20,20,804,6,3.316749585406302,3.316749585406302,0.746268656716418 +kawasaki,C1Q-high monocyte (reference),H1_health,HC,501,21,21,340,0,4.191616766467066,4.191616766467066,0.0 +kawasaki,C1Q-high monocyte (reference),H2_health,HC,240,12,12,200,0,5.0,5.0,0.0 +kawasaki,C1Q-high monocyte (reference),H3_health,HC,382,12,12,258,1,3.141361256544503,3.141361256544503,0.3875968992248062 +kawasaki,Cycling T/NK,P1_before,KD_before,3420,11,11,2226,3,0.3216374269005848,0.3216374269005848,0.1347708894878706 +kawasaki,Cycling T/NK,P1_after,KD_after,4052,133,133,3364,6,3.282329713721619,3.282329713721619,0.178359096313912 +kawasaki,Cycling T/NK,P2_before,KD_before,3324,59,59,2536,3,1.7749699157641396,1.7749699157641396,0.11829652996845426 +kawasaki,Cycling T/NK,P2_after,KD_after,7918,201,201,4119,5,2.5385198282394543,2.5385198282394543,0.12138868657441126 +kawasaki,Cycling T/NK,P3_before,KD_before,3744,27,27,3108,6,0.7211538461538461,0.7211538461538461,0.19305019305019305 +kawasaki,Cycling T/NK,P3_after,KD_after,5089,34,34,4487,13,0.6681076832383572,0.6681076832383572,0.2897258747492757 +kawasaki,Cycling T/NK,P4_before,KD_before,2294,38,38,2405,11,1.6564952048823016,1.6564952048823016,0.4573804573804574 +kawasaki,Cycling T/NK,P4_after,KD_after,6985,203,203,3051,7,2.9062276306370793,2.9062276306370793,0.22943297279580466 +kawasaki,Cycling T/NK,P5_before,KD_before,3543,22,22,1825,3,0.6209427039232289,0.6209427039232289,0.1643835616438356 +kawasaki,Cycling T/NK,P5_after,KD_after,6590,207,207,3274,8,3.141122913505311,3.141122913505311,0.24434941967012827 +kawasaki,Cycling T/NK,P6_before,KD_before,1968,37,37,2165,11,1.8800813008130082,1.8800813008130082,0.5080831408775982 +kawasaki,Cycling T/NK,P6_after,KD_after,2898,86,86,3036,12,2.9675638371290547,2.9675638371290547,0.3952569169960474 +kawasaki,Cycling T/NK,H1_health,HC,3787,73,73,3130,2,1.9276472141536836,1.9276472141536836,0.06389776357827476 +kawasaki,Cycling T/NK,H2_health,HC,3526,25,25,2996,0,0.7090187180941577,0.7090187180941577,0.0 +kawasaki,Cycling T/NK,H3_health,HC,4222,7,7,3703,2,0.16579819990525818,0.16579819990525818,0.054010261949770454 +kawasaki,Cycling activated T (CD38/HLA-DR),P1_before,KD_before,2730,5,5,2085,1,0.18315018315018314,0.18315018315018314,0.047961630695443645 +kawasaki,Cycling activated T (CD38/HLA-DR),P1_after,KD_after,3321,100,100,2991,9,3.0111412225233365,3.0111412225233365,0.30090270812437314 +kawasaki,Cycling activated T (CD38/HLA-DR),P2_before,KD_before,3099,28,28,2426,4,0.9035172636334301,0.9035172636334301,0.16488046166529266 +kawasaki,Cycling activated T (CD38/HLA-DR),P2_after,KD_after,7419,266,266,3898,8,3.5853888664240463,3.5853888664240463,0.20523345305284763 +kawasaki,Cycling activated T (CD38/HLA-DR),P3_before,KD_before,3612,49,49,2986,3,1.3565891472868217,1.3565891472868217,0.10046885465505694 +kawasaki,Cycling activated T (CD38/HLA-DR),P3_after,KD_after,4944,82,82,4405,13,1.6585760517799353,1.6585760517799353,0.29511918274687854 +kawasaki,Cycling activated T (CD38/HLA-DR),P4_before,KD_before,2065,27,27,2263,11,1.3075060532687652,1.3075060532687652,0.48608042421564296 +kawasaki,Cycling activated T (CD38/HLA-DR),P4_after,KD_after,6753,564,564,2916,8,8.351843625055531,8.351843625055531,0.27434842249657065 +kawasaki,Cycling activated T (CD38/HLA-DR),P5_before,KD_before,2994,12,12,1590,3,0.40080160320641284,0.40080160320641284,0.18867924528301888 +kawasaki,Cycling activated T (CD38/HLA-DR),P5_after,KD_after,5421,370,370,2890,9,6.825308983582365,6.825308983582365,0.31141868512110726 +kawasaki,Cycling activated T (CD38/HLA-DR),P6_before,KD_before,1866,48,48,2023,11,2.572347266881029,2.572347266881029,0.5437469105289174 +kawasaki,Cycling activated T (CD38/HLA-DR),P6_after,KD_after,2673,187,187,2825,10,6.995884773662551,6.995884773662551,0.35398230088495575 +kawasaki,Cycling activated T (CD38/HLA-DR),H1_health,HC,3297,89,89,2913,1,2.6994237185319987,2.6994237185319987,0.03432887058015791 +kawasaki,Cycling activated T (CD38/HLA-DR),H2_health,HC,3260,28,28,2870,1,0.8588957055214724,0.8588957055214724,0.03484320557491289 +kawasaki,Cycling activated T (CD38/HLA-DR),H3_health,HC,3578,25,25,3327,2,0.6987143655673561,0.6987143655673561,0.06011421701232342 +kawasaki,Proliferating T (label),P1_before,KD_before,2730,20,20,2085,3,0.7326007326007326,0.7326007326007326,0.14388489208633093 +kawasaki,Proliferating T (label),P1_after,KD_after,3321,92,92,2991,38,2.7702499247214694,2.7702499247214694,1.2704781009695754 +kawasaki,Proliferating T (label),P2_before,KD_before,3099,30,30,2426,28,0.968054211035818,0.968054211035818,1.1541632316570487 +kawasaki,Proliferating T (label),P2_after,KD_after,7419,149,149,3898,25,2.008356921417981,2.008356921417981,0.6413545407901488 +kawasaki,Proliferating T (label),P3_before,KD_before,3612,31,31,2986,24,0.858250276854928,0.858250276854928,0.8037508372404555 +kawasaki,Proliferating T (label),P3_after,KD_after,4944,35,35,4405,35,0.7079288025889967,0.7079288025889967,0.7945516458569807 +kawasaki,Proliferating T (label),P4_before,KD_before,2065,24,24,2263,32,1.162227602905569,1.162227602905569,1.4140521431727795 +kawasaki,Proliferating T (label),P4_after,KD_after,6753,243,243,2916,18,3.598400710795202,3.598400710795202,0.6172839506172839 +kawasaki,Proliferating T (label),P5_before,KD_before,2994,10,10,1590,7,0.33400133600534404,0.33400133600534404,0.44025157232704404 +kawasaki,Proliferating T (label),P5_after,KD_after,5421,176,176,2890,21,3.2466334624608004,3.2466334624608004,0.726643598615917 +kawasaki,Proliferating T (label),P6_before,KD_before,1866,43,43,2023,31,2.304394426580922,2.304394426580922,1.532377656945131 +kawasaki,Proliferating T (label),P6_after,KD_after,2673,129,129,2825,18,4.8260381593714925,4.8260381593714925,0.6371681415929203 +kawasaki,Proliferating T (label),H1_health,HC,3297,101,101,2913,16,3.0633909614801333,3.0633909614801333,0.5492619292825266 +kawasaki,Proliferating T (label),H2_health,HC,3260,46,46,2870,15,1.4110429447852761,1.4110429447852761,0.5226480836236934 +kawasaki,Proliferating T (label),H3_health,HC,3578,17,17,3327,19,0.47512576858580213,0.47512576858580213,0.5710850616170724 +kawasaki,Plasmablast (label),P1_before,KD_before,5953,97,97,5000,9,1.6294305392239208,1.6294305392239208,0.18 +kawasaki,Plasmablast (label),P1_after,KD_after,7239,85,85,5000,25,1.174195330846802,1.174195330846802,0.5 +kawasaki,Plasmablast (label),P2_before,KD_before,5973,73,73,5000,3,1.2221664155365812,1.2221664155365812,0.06 +kawasaki,Plasmablast (label),P2_after,KD_after,9872,79,79,5000,14,0.8002431118314425,0.8002431118314425,0.28 +kawasaki,Plasmablast (label),P3_before,KD_before,6185,27,27,5000,13,0.43654001616814875,0.43654001616814875,0.26 +kawasaki,Plasmablast (label),P3_after,KD_after,7215,21,21,5000,8,0.2910602910602911,0.2910602910602911,0.16 +kawasaki,Plasmablast (label),P4_before,KD_before,5658,195,195,5000,35,3.4464475079533403,3.4464475079533403,0.7 +kawasaki,Plasmablast (label),P4_after,KD_after,10305,581,581,5000,29,5.638039786511402,5.638039786511402,0.58 +kawasaki,Plasmablast (label),P5_before,KD_before,8783,52,52,5000,6,0.5920528293293863,0.5920528293293863,0.12 +kawasaki,Plasmablast (label),P5_after,KD_after,10203,176,176,5000,10,1.7249828481819074,1.7249828481819074,0.2 +kawasaki,Plasmablast (label),P6_before,KD_before,4165,54,54,5000,10,1.296518607442977,1.296518607442977,0.2 +kawasaki,Plasmablast (label),P6_after,KD_after,5608,281,281,5000,20,5.010699001426533,5.010699001426533,0.4 +kawasaki,Plasmablast (label),H1_health,HC,5687,51,51,5000,10,0.8967821346931598,0.8967821346931598,0.2 +kawasaki,Plasmablast (label),H2_health,HC,5076,17,17,5000,6,0.33490937746256894,0.33490937746256894,0.12 +kawasaki,Plasmablast (label),H3_health,HC,5440,48,48,5000,8,0.8823529411764706,0.8823529411764706,0.16 +kawasaki,Plasmablast (markers),P1_before,KD_before,5953,150,150,5000,29,2.5197379472534855,2.5197379472534855,0.58 +kawasaki,Plasmablast (markers),P1_after,KD_after,7239,254,254,5000,31,3.508771929824561,3.508771929824561,0.62 +kawasaki,Plasmablast (markers),P2_before,KD_before,5973,167,167,5000,14,2.7959149506110834,2.7959149506110834,0.28 +kawasaki,Plasmablast (markers),P2_after,KD_after,9872,205,205,5000,19,2.076580226904376,2.076580226904376,0.38 +kawasaki,Plasmablast (markers),P3_before,KD_before,6185,176,176,5000,21,2.845594179466451,2.845594179466451,0.42 +kawasaki,Plasmablast (markers),P3_after,KD_after,7215,185,185,5000,12,2.5641025641025643,2.5641025641025643,0.24 +kawasaki,Plasmablast (markers),P4_before,KD_before,5658,283,283,5000,69,5.001767408978438,5.001767408978438,1.38 +kawasaki,Plasmablast (markers),P4_after,KD_after,10305,2359,2359,5000,48,22.89180009704027,22.89180009704027,0.96 +kawasaki,Plasmablast (markers),P5_before,KD_before,8783,306,306,5000,28,3.484003187976773,3.484003187976773,0.56 +kawasaki,Plasmablast (markers),P5_after,KD_after,10203,899,899,5000,22,8.811133980201902,8.811133980201902,0.44 +kawasaki,Plasmablast (markers),P6_before,KD_before,4165,96,96,5000,24,2.304921968787515,2.304921968787515,0.48 +kawasaki,Plasmablast (markers),P6_after,KD_after,5608,1300,1300,5000,30,23.1811697574893,23.1811697574893,0.6 +kawasaki,Plasmablast (markers),H1_health,HC,5687,169,169,5000,20,2.9716898188851766,2.9716898188851766,0.4 +kawasaki,Plasmablast (markers),H2_health,HC,5076,119,119,5000,23,2.3443656422379826,2.3443656422379826,0.46 +kawasaki,Plasmablast (markers),H3_health,HC,5440,112,112,5000,13,2.0588235294117645,2.0588235294117645,0.26 +kawasaki,MS1 monocyte (IL1R2+),P1_before,KD_before,518,2,2,255,1,0.3861003861003861,0.3861003861003861,0.39215686274509803 +kawasaki,MS1 monocyte (IL1R2+),P1_after,KD_after,2024,5,5,817,4,0.24703557312252963,0.24703557312252963,0.48959608323133413 +kawasaki,MS1 monocyte (IL1R2+),P2_before,KD_before,641,15,15,326,3,2.3400936037441498,2.3400936037441498,0.9202453987730062 +kawasaki,MS1 monocyte (IL1R2+),P2_after,KD_after,174,0,0,166,0,0.0,0.0,0.0 +kawasaki,MS1 monocyte (IL1R2+),P3_before,KD_before,674,0,0,302,3,0.0,0.0,0.9933774834437086 +kawasaki,MS1 monocyte (IL1R2+),P3_after,KD_after,236,1,1,105,0,0.423728813559322,0.423728813559322,0.0 +kawasaki,MS1 monocyte (IL1R2+),P4_before,KD_before,1169,193,193,687,71,16.5098374679213,16.5098374679213,10.334788937409025 +kawasaki,MS1 monocyte (IL1R2+),P4_after,KD_after,246,0,0,236,4,0.0,0.0,1.694915254237288 +kawasaki,MS1 monocyte (IL1R2+),P5_before,KD_before,1388,24,24,757,21,1.7291066282420748,1.7291066282420748,2.774108322324967 +kawasaki,MS1 monocyte (IL1R2+),P5_after,KD_after,721,2,2,551,11,0.27739251040221913,0.27739251040221913,1.9963702359346642 +kawasaki,MS1 monocyte (IL1R2+),P6_before,KD_before,1533,463,463,2123,218,30.20221787345075,30.20221787345075,10.268487988695243 +kawasaki,MS1 monocyte (IL1R2+),P6_after,KD_after,603,8,8,804,9,1.3266998341625207,1.3266998341625207,1.1194029850746268 +kawasaki,MS1 monocyte (IL1R2+),H1_health,HC,501,0,0,340,0,0.0,0.0,0.0 +kawasaki,MS1 monocyte (IL1R2+),H2_health,HC,240,1,1,200,0,0.4166666666666667,0.4166666666666667,0.0 +kawasaki,MS1 monocyte (IL1R2+),H3_health,HC,382,0,0,258,0,0.0,0.0,0.0 +kawasaki,Cycling monocyte (Ye 2026),P1_before,KD_before,518,13,13,255,0,2.5096525096525095,2.5096525096525095,0.0 +kawasaki,Cycling monocyte (Ye 2026),P1_after,KD_after,2024,64,64,817,1,3.1620553359683794,3.1620553359683794,0.12239902080783353 +kawasaki,Cycling monocyte (Ye 2026),P2_before,KD_before,641,15,15,326,0,2.3400936037441498,2.3400936037441498,0.0 +kawasaki,Cycling monocyte (Ye 2026),P2_after,KD_after,174,14,14,166,0,8.045977011494253,8.045977011494253,0.0 +kawasaki,Cycling monocyte (Ye 2026),P3_before,KD_before,674,10,10,302,1,1.4836795252225519,1.4836795252225519,0.33112582781456956 +kawasaki,Cycling monocyte (Ye 2026),P3_after,KD_after,236,4,4,105,0,1.694915254237288,1.694915254237288,0.0 +kawasaki,Cycling monocyte (Ye 2026),P4_before,KD_before,1169,35,35,687,4,2.9940119760479043,2.9940119760479043,0.5822416302765647 +kawasaki,Cycling monocyte (Ye 2026),P4_after,KD_after,246,4,4,236,0,1.6260162601626016,1.6260162601626016,0.0 +kawasaki,Cycling monocyte (Ye 2026),P5_before,KD_before,1388,32,32,757,2,2.3054755043227666,2.3054755043227666,0.26420079260237783 +kawasaki,Cycling monocyte (Ye 2026),P5_after,KD_after,721,68,68,551,0,9.43134535367545,9.43134535367545,0.0 +kawasaki,Cycling monocyte (Ye 2026),P6_before,KD_before,1533,62,62,2123,7,4.0443574690150035,4.0443574690150035,0.3297220913801225 +kawasaki,Cycling monocyte (Ye 2026),P6_after,KD_after,603,25,25,804,0,4.1459369817578775,4.1459369817578775,0.0 +kawasaki,Cycling monocyte (Ye 2026),H1_health,HC,501,7,7,340,0,1.3972055888223553,1.3972055888223553,0.0 +kawasaki,Cycling monocyte (Ye 2026),H2_health,HC,240,6,6,200,0,2.5,2.5,0.0 +kawasaki,Cycling monocyte (Ye 2026),H3_health,HC,382,7,7,258,0,1.8324607329842932,1.8324607329842932,0.0 +kawasaki,ISG-high monocyte (positive control),P1_before,KD_before,518,20,20,255,2,3.861003861003861,3.861003861003861,0.7843137254901961 +kawasaki,ISG-high monocyte (positive control),P1_after,KD_after,2024,1598,1598,817,332,78.95256916996047,78.95256916996047,40.63647490820073 +kawasaki,ISG-high monocyte (positive control),P2_before,KD_before,641,225,225,326,3,35.101404056162245,35.101404056162245,0.9202453987730062 +kawasaki,ISG-high monocyte (positive control),P2_after,KD_after,174,33,33,166,5,18.96551724137931,18.96551724137931,3.0120481927710845 +kawasaki,ISG-high monocyte (positive control),P3_before,KD_before,674,61,61,302,2,9.050445103857566,9.050445103857566,0.6622516556291391 +kawasaki,ISG-high monocyte (positive control),P3_after,KD_after,236,42,42,105,1,17.796610169491526,17.796610169491526,0.9523809523809523 +kawasaki,ISG-high monocyte (positive control),P4_before,KD_before,1169,112,112,687,10,9.580838323353293,9.580838323353293,1.455604075691412 +kawasaki,ISG-high monocyte (positive control),P4_after,KD_after,246,27,27,236,0,10.975609756097562,10.975609756097562,0.0 +kawasaki,ISG-high monocyte (positive control),P5_before,KD_before,1388,60,60,757,9,4.322766570605188,4.322766570605188,1.1889035667107002 +kawasaki,ISG-high monocyte (positive control),P5_after,KD_after,721,27,27,551,4,3.7447988904299585,3.7447988904299585,0.7259528130671506 +kawasaki,ISG-high monocyte (positive control),P6_before,KD_before,1533,146,146,2123,56,9.523809523809524,9.523809523809524,2.63777673104098 +kawasaki,ISG-high monocyte (positive control),P6_after,KD_after,603,128,128,804,13,21.22719734660033,21.22719734660033,1.6169154228855722 +kawasaki,ISG-high monocyte (positive control),H1_health,HC,501,209,209,340,3,41.71656686626746,41.71656686626746,0.8823529411764706 +kawasaki,ISG-high monocyte (positive control),H2_health,HC,240,89,89,200,1,37.083333333333336,37.083333333333336,0.5 +kawasaki,ISG-high monocyte (positive control),H3_health,HC,382,34,34,258,4,8.900523560209423,8.900523560209423,1.550387596899225 +kawasaki,ISG-high T,P1_before,KD_before,2730,1,1,2085,0,0.03663003663003663,0.03663003663003663,0.0 +kawasaki,ISG-high T,P1_after,KD_after,3321,1273,1273,2991,119,38.33182776272207,38.33182776272207,3.9786024740889334 +kawasaki,ISG-high T,P2_before,KD_before,3099,76,76,2426,4,2.452404001290739,2.452404001290739,0.16488046166529266 +kawasaki,ISG-high T,P2_after,KD_after,7419,258,258,3898,12,3.4775576223210676,3.4775576223210676,0.3078501795792714 +kawasaki,ISG-high T,P3_before,KD_before,3612,27,27,2986,3,0.7475083056478405,0.7475083056478405,0.10046885465505694 +kawasaki,ISG-high T,P3_after,KD_after,4944,206,206,4405,6,4.166666666666667,4.166666666666667,0.1362088535754824 +kawasaki,ISG-high T,P4_before,KD_before,2065,17,17,2263,2,0.8232445520581114,0.8232445520581114,0.08837825894829872 +kawasaki,ISG-high T,P4_after,KD_after,6753,39,39,2916,3,0.5775211017325633,0.5775211017325633,0.102880658436214 +kawasaki,ISG-high T,P5_before,KD_before,2994,18,18,1590,0,0.6012024048096193,0.6012024048096193,0.0 +kawasaki,ISG-high T,P5_after,KD_after,5421,42,42,2890,1,0.774764803541782,0.774764803541782,0.03460207612456748 +kawasaki,ISG-high T,P6_before,KD_before,1866,24,24,2023,4,1.2861736334405145,1.2861736334405145,0.1977261492832427 +kawasaki,ISG-high T,P6_after,KD_after,2673,28,28,2825,2,1.0475121586232696,1.0475121586232696,0.07079646017699115 +kawasaki,ISG-high T,H1_health,HC,3297,191,191,2913,3,5.7931452835911434,5.7931452835911434,0.10298661174047374 +kawasaki,ISG-high T,H2_health,HC,3260,118,118,2870,2,3.6196319018404908,3.6196319018404908,0.06968641114982578 +kawasaki,ISG-high T,H3_health,HC,3578,43,43,3327,0,1.2017887087758525,1.2017887087758525,0.0 +kawasaki,DN2 / ABC B,P1_before,KD_before,1884,15,15,2481,8,0.7961783439490446,0.7961783439490446,0.32245062474808545 +kawasaki,DN2 / ABC B,P1_after,KD_after,810,37,37,758,5,4.567901234567901,4.567901234567901,0.6596306068601583 +kawasaki,DN2 / ABC B,P2_before,KD_before,1943,76,76,2110,25,3.9114770972722592,3.9114770972722592,1.1848341232227488 +kawasaki,DN2 / ABC B,P2_after,KD_after,1271,26,26,699,5,2.045633359559402,2.045633359559402,0.7153075822603719 +kawasaki,DN2 / ABC B,P3_before,KD_before,1611,15,15,1562,4,0.931098696461825,0.931098696461825,0.2560819462227913 +kawasaki,DN2 / ABC B,P3_after,KD_after,929,7,7,382,5,0.7534983853606028,0.7534983853606028,1.3089005235602094 +kawasaki,DN2 / ABC B,P4_before,KD_before,2055,51,51,1851,21,2.4817518248175183,2.4817518248175183,1.1345218800648298 +kawasaki,DN2 / ABC B,P4_after,KD_after,1692,11,11,1684,13,0.6501182033096927,0.6501182033096927,0.7719714964370546 +kawasaki,DN2 / ABC B,P5_before,KD_before,3609,41,41,2380,13,1.1360487669714603,1.1360487669714603,0.5462184873949579 +kawasaki,DN2 / ABC B,P5_after,KD_after,1234,16,16,1122,14,1.2965964343598055,1.2965964343598055,1.2477718360071302 +kawasaki,DN2 / ABC B,P6_before,KD_before,532,25,25,618,3,4.6992481203007515,4.6992481203007515,0.4854368932038835 +kawasaki,DN2 / ABC B,P6_after,KD_after,631,10,10,1085,9,1.5847860538827259,1.5847860538827259,0.8294930875576036 +kawasaki,DN2 / ABC B,H1_health,HC,1317,24,24,1490,9,1.8223234624145785,1.8223234624145785,0.6040268456375839 +kawasaki,DN2 / ABC B,H2_health,HC,1234,29,29,1778,9,2.3500810372771475,2.3500810372771475,0.5061867266591676 +kawasaki,DN2 / ABC B,H3_health,HC,765,30,30,998,6,3.9215686274509802,3.9215686274509802,0.6012024048096193 +kawasaki,HSPC,P1_before,KD_before,5953,26,26,5000,6,0.43675457752393754,0.43675457752393754,0.12 +kawasaki,HSPC,P1_after,KD_after,7239,7,7,5000,4,0.09669843901091311,0.09669843901091311,0.08 +kawasaki,HSPC,P2_before,KD_before,5973,4,4,5000,4,0.06696802276912774,0.06696802276912774,0.08 +kawasaki,HSPC,P2_after,KD_after,9872,3,3,5000,0,0.030388978930307942,0.030388978930307942,0.0 +kawasaki,HSPC,P3_before,KD_before,6185,7,7,5000,3,0.11317704122877931,0.11317704122877931,0.06 +kawasaki,HSPC,P3_after,KD_after,7215,10,10,5000,3,0.1386001386001386,0.1386001386001386,0.06 +kawasaki,HSPC,P4_before,KD_before,5658,14,14,5000,8,0.24743725698126545,0.24743725698126545,0.16 +kawasaki,HSPC,P4_after,KD_after,10305,19,19,5000,4,0.1843765162542455,0.1843765162542455,0.08 +kawasaki,HSPC,P5_before,KD_before,8783,7,7,5000,1,0.079699419332802,0.079699419332802,0.02 +kawasaki,HSPC,P5_after,KD_after,10203,7,7,5000,2,0.06860727237087132,0.06860727237087132,0.04 +kawasaki,HSPC,P6_before,KD_before,4165,6,6,5000,9,0.14405762304921968,0.14405762304921968,0.18 +kawasaki,HSPC,P6_after,KD_after,5608,4,4,5000,3,0.07132667617689016,0.07132667617689016,0.06 +kawasaki,HSPC,H1_health,HC,5687,5,5,5000,1,0.08791981712678038,0.08791981712678038,0.02 +kawasaki,HSPC,H2_health,HC,5076,4,4,5000,0,0.07880220646178093,0.07880220646178093,0.0 +kawasaki,HSPC,H3_health,HC,5440,1,1,5000,0,0.01838235294117647,0.01838235294117647,0.0 +kawasaki,Cytotoxic CD4 T,P1_before,KD_before,1466,3,3,1447,5,0.20463847203274216,0.20463847203274216,0.3455425017277125 +kawasaki,Cytotoxic CD4 T,P1_after,KD_after,2142,5,5,1640,4,0.2334267040149393,0.2334267040149393,0.24390243902439024 +kawasaki,Cytotoxic CD4 T,P2_before,KD_before,1471,2,2,1518,9,0.13596193065941536,0.13596193065941536,0.5928853754940712 +kawasaki,Cytotoxic CD4 T,P2_after,KD_after,3766,36,36,2724,6,0.9559214020180563,0.9559214020180563,0.22026431718061673 +kawasaki,Cytotoxic CD4 T,P3_before,KD_before,2255,0,0,1997,3,0.0,0.0,0.15022533800701052 +kawasaki,Cytotoxic CD4 T,P3_after,KD_after,3252,2,2,3551,8,0.06150061500615006,0.06150061500615006,0.22528865108420162 +kawasaki,Cytotoxic CD4 T,P4_before,KD_before,1193,1,1,1401,10,0.08382229673093043,0.08382229673093043,0.7137758743754461 +kawasaki,Cytotoxic CD4 T,P4_after,KD_after,2667,24,24,1994,9,0.8998875140607424,0.8998875140607424,0.45135406218655966 +kawasaki,Cytotoxic CD4 T,P5_before,KD_before,1705,1,1,800,9,0.05865102639296188,0.05865102639296188,1.125 +kawasaki,Cytotoxic CD4 T,P5_after,KD_after,2357,37,37,1652,27,1.5697921086126432,1.5697921086126432,1.6343825665859564 +kawasaki,Cytotoxic CD4 T,P6_before,KD_before,858,1,1,1353,12,0.11655011655011654,0.11655011655011654,0.8869179600886918 +kawasaki,Cytotoxic CD4 T,P6_after,KD_after,872,8,8,1745,21,0.9174311926605505,0.9174311926605505,1.2034383954154728 +kawasaki,Cytotoxic CD4 T,H1_health,HC,1405,4,4,1419,17,0.2846975088967972,0.2846975088967972,1.1980267794221282 +kawasaki,Cytotoxic CD4 T,H2_health,HC,1781,5,5,1696,4,0.2807411566535654,0.2807411566535654,0.2358490566037736 +kawasaki,Cytotoxic CD4 T,H3_health,HC,1666,18,18,1649,9,1.0804321728691477,1.0804321728691477,0.5457853244390539 +kawasaki,Granulocyte-like (LDG),P1_before,KD_before,5953,10,10,5000,0,0.16798252981689904,0.16798252981689904,0.0 +kawasaki,Granulocyte-like (LDG),P1_after,KD_after,7239,325,325,5000,1,4.4895703826495374,4.4895703826495374,0.02 +kawasaki,Granulocyte-like (LDG),P2_before,KD_before,5973,48,48,5000,0,0.8036162732295329,0.8036162732295329,0.0 +kawasaki,Granulocyte-like (LDG),P2_after,KD_after,9872,15,15,5000,0,0.1519448946515397,0.1519448946515397,0.0 +kawasaki,Granulocyte-like (LDG),P3_before,KD_before,6185,31,31,5000,0,0.5012126111560227,0.5012126111560227,0.0 +kawasaki,Granulocyte-like (LDG),P3_after,KD_after,7215,22,22,5000,0,0.3049203049203049,0.3049203049203049,0.0 +kawasaki,Granulocyte-like (LDG),P4_before,KD_before,5658,495,495,5000,1,8.748674443266172,8.748674443266172,0.02 +kawasaki,Granulocyte-like (LDG),P4_after,KD_after,10305,116,116,5000,0,1.1256671518680252,1.1256671518680252,0.0 +kawasaki,Granulocyte-like (LDG),P5_before,KD_before,8783,228,228,5000,2,2.5959239439826938,2.5959239439826938,0.04 +kawasaki,Granulocyte-like (LDG),P5_after,KD_after,10203,482,482,5000,1,4.724100754679996,4.724100754679996,0.02 +kawasaki,Granulocyte-like (LDG),P6_before,KD_before,4165,834,834,5000,7,20.024009603841538,20.024009603841538,0.14 +kawasaki,Granulocyte-like (LDG),P6_after,KD_after,5608,296,296,5000,4,5.2781740370898715,5.2781740370898715,0.08 +kawasaki,Granulocyte-like (LDG),H1_health,HC,5687,31,31,5000,0,0.5451028661860383,0.5451028661860383,0.0 +kawasaki,Granulocyte-like (LDG),H2_health,HC,5076,20,20,5000,0,0.39401103230890466,0.39401103230890466,0.0 +kawasaki,Granulocyte-like (LDG),H3_health,HC,5440,21,21,5000,0,0.3860294117647059,0.3860294117647059,0.0 +kawasaki,Platelet signal in monocytes (negative control),P1_before,KD_before,518,1,1,255,1,0.19305019305019305,0.19305019305019305,0.39215686274509803 +kawasaki,Platelet signal in monocytes (negative control),P1_after,KD_after,2024,111,111,817,7,5.484189723320158,5.484189723320158,0.8567931456548348 +kawasaki,Platelet signal in monocytes (negative control),P2_before,KD_before,641,13,13,326,4,2.0280811232449296,2.0280811232449296,1.2269938650306749 +kawasaki,Platelet signal in monocytes (negative control),P2_after,KD_after,174,3,3,166,1,1.7241379310344827,1.7241379310344827,0.6024096385542169 +kawasaki,Platelet signal in monocytes (negative control),P3_before,KD_before,674,22,22,302,2,3.264094955489614,3.264094955489614,0.6622516556291391 +kawasaki,Platelet signal in monocytes (negative control),P3_after,KD_after,236,5,5,105,3,2.1186440677966103,2.1186440677966103,2.857142857142857 +kawasaki,Platelet signal in monocytes (negative control),P4_before,KD_before,1169,23,23,687,15,1.9674935842600514,1.9674935842600514,2.183406113537118 +kawasaki,Platelet signal in monocytes (negative control),P4_after,KD_after,246,15,15,236,2,6.097560975609756,6.097560975609756,0.847457627118644 +kawasaki,Platelet signal in monocytes (negative control),P5_before,KD_before,1388,325,325,757,12,23.414985590778098,23.414985590778098,1.5852047556142668 +kawasaki,Platelet signal in monocytes (negative control),P5_after,KD_after,721,145,145,551,12,20.110957004160888,20.110957004160888,2.1778584392014517 +kawasaki,Platelet signal in monocytes (negative control),P6_before,KD_before,1533,11,11,2123,23,0.7175472928897586,0.7175472928897586,1.0833725859632595 +kawasaki,Platelet signal in monocytes (negative control),P6_after,KD_after,603,111,111,804,9,18.407960199004975,18.407960199004975,1.1194029850746268 +kawasaki,Platelet signal in monocytes (negative control),H1_health,HC,501,36,36,340,5,7.18562874251497,7.18562874251497,1.4705882352941178 +kawasaki,Platelet signal in monocytes (negative control),H2_health,HC,240,47,47,200,0,19.583333333333332,19.583333333333332,0.0 +kawasaki,Platelet signal in monocytes (negative control),H3_health,HC,382,1,1,258,2,0.2617801047120419,0.2617801047120419,0.7751937984496124 +sle,C1Q-high monocyte (reference),cSLE1,cSLE,1396,14,14,711,4,1.002865329512894,1.002865329512894,0.5625879043600562 +sle,C1Q-high monocyte (reference),cSLE2,cSLE,1322,41,40,625,1,3.1013615733736764,3.02571860816944,0.16 +sle,C1Q-high monocyte (reference),cSLE3,cSLE,1438,37,35,1064,5,2.5730180806675937,2.433936022253129,0.4699248120300752 +sle,C1Q-high monocyte (reference),cSLE4,cSLE,2201,33,33,864,1,1.4993184915947297,1.4993184915947297,0.11574074074074074 +sle,C1Q-high monocyte (reference),cSLE5,cSLE,1240,3,3,704,0,0.24193548387096775,0.24193548387096775,0.0 +sle,C1Q-high monocyte (reference),cSLE6,cSLE,2389,23,23,960,2,0.9627459187944747,0.9627459187944747,0.20833333333333334 +sle,C1Q-high monocyte (reference),cSLE7,cSLE,887,24,24,445,2,2.705749718151071,2.705749718151071,0.449438202247191 +sle,C1Q-high monocyte (reference),cSLE8,cSLE,366,34,34,43,0,9.289617486338798,9.289617486338798,0.0 +sle,C1Q-high monocyte (reference),cSLE10,cSLE,4205,6,5,559,1,0.1426872770511296,0.11890606420927467,0.17889087656529518 +sle,C1Q-high monocyte (reference),cSLE11,cSLE,4452,608,600,992,13,13.656783468104223,13.477088948787062,1.310483870967742 +sle,C1Q-high monocyte (reference),cSLE9,cSLE,2691,33,32,378,4,1.2263099219620959,1.1891490152359718,1.0582010582010581 +sle,C1Q-high monocyte (reference),cHD1,cHD,2116,18,18,354,0,0.8506616257088847,0.8506616257088847,0.0 +sle,C1Q-high monocyte (reference),cSLE12,cSLE,1614,12,12,455,1,0.7434944237918215,0.7434944237918215,0.21978021978021978 +sle,C1Q-high monocyte (reference),cSLE13,cSLE,1157,18,18,419,1,1.5557476231633536,1.5557476231633536,0.2386634844868735 +sle,C1Q-high monocyte (reference),cSLE14,cSLE,1850,19,19,674,5,1.027027027027027,1.027027027027027,0.7418397626112759 +sle,C1Q-high monocyte (reference),cSLE15,cSLE,413,4,4,61,0,0.9685230024213075,0.9685230024213075,0.0 +sle,C1Q-high monocyte (reference),cSLE16,cSLE,468,22,22,63,1,4.700854700854701,4.700854700854701,1.5873015873015872 +sle,C1Q-high monocyte (reference),cSLE17,cSLE,1371,15,15,411,2,1.0940919037199124,1.0940919037199124,0.48661800486618007 +sle,C1Q-high monocyte (reference),cHD2,cHD,570,9,9,119,0,1.5789473684210527,1.5789473684210527,0.0 +sle,C1Q-high monocyte (reference),cHD3,cHD,977,2,2,239,0,0.2047082906857728,0.2047082906857728,0.0 +sle,C1Q-high monocyte (reference),cSLE18,cSLE,888,13,13,576,5,1.4639639639639639,1.4639639639639639,0.8680555555555556 +sle,C1Q-high monocyte (reference),cSLE19,cSLE,1146,30,30,240,2,2.6178010471204187,2.6178010471204187,0.8333333333333334 +sle,C1Q-high monocyte (reference),cSLE20,cSLE,595,7,7,191,2,1.1764705882352942,1.1764705882352942,1.0471204188481675 +sle,C1Q-high monocyte (reference),cSLE21,cSLE,592,8,8,258,1,1.3513513513513513,1.3513513513513513,0.3875968992248062 +sle,C1Q-high monocyte (reference),cSLE22,cSLE,883,2,2,277,0,0.22650056625141562,0.22650056625141562,0.0 +sle,C1Q-high monocyte (reference),cSLE23,cSLE,768,18,18,272,3,2.34375,2.34375,1.1029411764705883 +sle,C1Q-high monocyte (reference),cHD4,cHD,780,5,5,167,0,0.6410256410256411,0.6410256410256411,0.0 +sle,C1Q-high monocyte (reference),cHD5,cHD,885,14,14,271,1,1.5819209039548023,1.5819209039548023,0.36900369003690037 +sle,C1Q-high monocyte (reference),cSLE24,cSLE,748,13,13,133,1,1.7379679144385027,1.7379679144385027,0.7518796992481203 +sle,C1Q-high monocyte (reference),cSLE25,cSLE,1726,17,17,868,0,0.984936268829664,0.984936268829664,0.0 +sle,C1Q-high monocyte (reference),cSLE26,cSLE,1240,51,49,469,3,4.112903225806452,3.9516129032258065,0.6396588486140725 +sle,C1Q-high monocyte (reference),cSLE27,cSLE,1472,21,21,376,8,1.4266304347826086,1.4266304347826086,2.127659574468085 +sle,C1Q-high monocyte (reference),cSLE28,cSLE,2177,29,29,997,4,1.33210840606339,1.33210840606339,0.4012036108324975 +sle,C1Q-high monocyte (reference),cSLE29,cSLE,528,4,4,73,0,0.7575757575757576,0.7575757575757576,0.0 +sle,C1Q-high monocyte (reference),cHD6,cHD,391,17,17,32,1,4.3478260869565215,4.3478260869565215,3.125 +sle,C1Q-high monocyte (reference),cHD7,cHD,548,12,12,66,0,2.18978102189781,2.18978102189781,0.0 +sle,C1Q-high monocyte (reference),cSLE30,cSLE,877,13,12,188,0,1.4823261117445838,1.3683010262257698,0.0 +sle,C1Q-high monocyte (reference),cSLE31,cSLE,586,20,20,139,1,3.4129692832764507,3.4129692832764507,0.7194244604316546 +sle,C1Q-high monocyte (reference),cSLE32,cSLE,1119,40,39,340,4,3.5746201966041107,3.485254691689008,1.1764705882352942 +sle,C1Q-high monocyte (reference),cSLE33,cSLE,746,11,10,122,0,1.4745308310991958,1.3404825737265416,0.0 +sle,C1Q-high monocyte (reference),cHD10,cHD,399,19,19,56,0,4.761904761904762,4.761904761904762,0.0 +sle,C1Q-high monocyte (reference),cHD11,cHD,896,13,13,217,1,1.4508928571428572,1.4508928571428572,0.4608294930875576 +sle,C1Q-high monocyte (reference),cHD8,cHD,523,3,3,135,1,0.5736137667304015,0.5736137667304015,0.7407407407407407 +sle,C1Q-high monocyte (reference),cHD9,cHD,1007,5,5,175,0,0.49652432969215493,0.49652432969215493,0.0 +sle,C1Q-high monocyte (reference),aHD1,aHD,807,25,24,136,0,3.097893432465923,2.973977695167286,0.0 +sle,C1Q-high monocyte (reference),aHD3,aHD,2440,34,34,765,3,1.3934426229508197,1.3934426229508197,0.39215686274509803 +sle,C1Q-high monocyte (reference),aSLE1,aSLE,904,74,74,250,5,8.185840707964601,8.185840707964601,2.0 +sle,C1Q-high monocyte (reference),aSLE2,aSLE,2206,158,155,950,11,7.162284678150499,7.026291931097008,1.1578947368421053 +sle,C1Q-high monocyte (reference),aSLE3,aSLE,1852,36,36,357,0,1.9438444924406046,1.9438444924406046,0.0 +sle,C1Q-high monocyte (reference),aSLE4,aSLE,1657,45,45,432,3,2.715751357875679,2.715751357875679,0.6944444444444444 +sle,C1Q-high monocyte (reference),aHD4,aHD,667,10,10,79,0,1.4992503748125936,1.4992503748125936,0.0 +sle,C1Q-high monocyte (reference),aHD5,aHD,2204,36,35,649,3,1.633393829401089,1.588021778584392,0.4622496147919877 +sle,C1Q-high monocyte (reference),aHD6,aHD,501,8,8,36,1,1.596806387225549,1.596806387225549,2.7777777777777777 +sle,C1Q-high monocyte (reference),aSLE5,aSLE,776,13,13,282,1,1.675257731958763,1.675257731958763,0.3546099290780142 +sle,C1Q-high monocyte (reference),aSLE6,aSLE,1168,10,10,632,1,0.8561643835616438,0.8561643835616438,0.15822784810126583 +sle,C1Q-high monocyte (reference),aSLE7,aSLE,1076,14,14,487,0,1.3011152416356877,1.3011152416356877,0.0 +sle,Cycling T/NK,cSLE1,cSLE,1627,9,9,1032,6,0.5531653349723418,0.5531653349723418,0.5813953488372093 +sle,Cycling T/NK,cSLE2,cSLE,2666,5,5,1687,4,0.18754688672168043,0.18754688672168043,0.23710729104919975 +sle,Cycling T/NK,cSLE3,cSLE,1935,23,23,1526,3,1.1886304909560723,1.1886304909560723,0.1965923984272608 +sle,Cycling T/NK,cSLE4,cSLE,3305,7,7,1838,5,0.2118003025718608,0.2118003025718608,0.2720348204570185 +sle,Cycling T/NK,cSLE5,cSLE,2386,15,15,1887,1,0.6286672254819782,0.6286672254819782,0.052994170641229466 +sle,Cycling T/NK,cSLE6,cSLE,2479,2,2,1756,1,0.08067769261799113,0.08067769261799113,0.05694760820045558 +sle,Cycling T/NK,cSLE7,cSLE,2438,5,5,2159,8,0.20508613617719443,0.20508613617719443,0.37054191755442334 +sle,Cycling T/NK,cSLE8,cSLE,5190,87,87,2625,7,1.676300578034682,1.676300578034682,0.26666666666666666 +sle,Cycling T/NK,cSLE10,cSLE,7522,20,20,2035,6,0.2658867322520606,0.2658867322520606,0.29484029484029484 +sle,Cycling T/NK,cSLE11,cSLE,3692,141,141,1784,55,3.819068255687974,3.819068255687974,3.0829596412556053 +sle,Cycling T/NK,cSLE9,cSLE,9802,20,20,2388,7,0.20403999183840033,0.20403999183840033,0.2931323283082077 +sle,Cycling T/NK,cHD1,cHD,9017,30,30,2122,5,0.3327048907618942,0.3327048907618942,0.235626767200754 +sle,Cycling T/NK,cSLE12,cSLE,2351,24,24,2379,2,1.020842194810719,1.020842194810719,0.08406893652795293 +sle,Cycling T/NK,cSLE13,cSLE,3310,9,9,1974,4,0.2719033232628399,0.2719033232628399,0.20263424518743667 +sle,Cycling T/NK,cSLE14,cSLE,2398,39,39,2212,49,1.6263552960800667,1.6263552960800667,2.2151898734177213 +sle,Cycling T/NK,cSLE15,cSLE,5442,2,2,2639,0,0.036751194413818446,0.036751194413818446,0.0 +sle,Cycling T/NK,cSLE16,cSLE,4417,25,25,2638,4,0.5659950192438307,0.5659950192438307,0.1516300227445034 +sle,Cycling T/NK,cSLE17,cSLE,3613,46,46,2040,9,1.2731801826736784,1.2731801826736784,0.4411764705882353 +sle,Cycling T/NK,cHD2,cHD,6783,18,18,2370,2,0.26536930561698363,0.26536930561698363,0.08438818565400844 +sle,Cycling T/NK,cHD3,cHD,6957,10,10,2441,2,0.14374011786689664,0.14374011786689664,0.0819336337566571 +sle,Cycling T/NK,cSLE18,cSLE,1168,121,121,1718,33,10.35958904109589,10.35958904109589,1.9208381839348079 +sle,Cycling T/NK,cSLE19,cSLE,4922,42,42,2493,37,0.8533116619260463,0.8533116619260463,1.4841556357801846 +sle,Cycling T/NK,cSLE20,cSLE,4407,9,9,2443,1,0.2042205582028591,0.2042205582028591,0.04093327875562833 +sle,Cycling T/NK,cSLE21,cSLE,1627,30,30,2261,35,1.8438844499078058,1.8438844499078058,1.5479876160990713 +sle,Cycling T/NK,cSLE22,cSLE,3318,6,6,2487,2,0.18083182640144665,0.18083182640144665,0.08041817450743868 +sle,Cycling T/NK,cSLE23,cSLE,2153,56,56,2350,59,2.601021830004645,2.601021830004645,2.5106382978723403 +sle,Cycling T/NK,cHD4,cHD,4639,12,12,2496,2,0.2586764388876913,0.2586764388876913,0.08012820512820513 +sle,Cycling T/NK,cHD5,cHD,3933,2,2,2384,5,0.05085176709890669,0.05085176709890669,0.20973154362416108 +sle,Cycling T/NK,cSLE24,cSLE,3604,39,39,1958,8,1.0821309655937847,1.0821309655937847,0.40858018386108275 +sle,Cycling T/NK,cSLE25,cSLE,2297,20,20,1664,3,0.87070091423596,0.87070091423596,0.18028846153846154 +sle,Cycling T/NK,cSLE26,cSLE,3394,42,42,1934,21,1.2374779021803182,1.2374779021803182,1.0858324715615304 +sle,Cycling T/NK,cSLE27,cSLE,3471,209,209,2274,65,6.021319504465572,6.021319504465572,2.8583992963940195 +sle,Cycling T/NK,cSLE28,cSLE,1895,17,17,1851,7,0.8970976253298153,0.8970976253298153,0.37817396002160997 +sle,Cycling T/NK,cSLE29,cSLE,4934,9,9,2656,2,0.18240778273206323,0.18240778273206323,0.07530120481927711 +sle,Cycling T/NK,cHD6,cHD,6405,7,7,2477,1,0.1092896174863388,0.1092896174863388,0.04037141703673799 +sle,Cycling T/NK,cHD7,cHD,5577,13,13,2485,2,0.2331002331002331,0.2331002331002331,0.08048289738430583 +sle,Cycling T/NK,cSLE30,cSLE,5955,22,22,2457,6,0.3694374475230898,0.3694374475230898,0.2442002442002442 +sle,Cycling T/NK,cSLE31,cSLE,3492,18,18,2655,13,0.5154639175257731,0.5154639175257731,0.4896421845574388 +sle,Cycling T/NK,cSLE32,cSLE,4454,35,35,2360,10,0.7858105074090705,0.7858105074090705,0.423728813559322 +sle,Cycling T/NK,cSLE33,cSLE,5693,12,12,2281,2,0.21078517477604075,0.21078517477604075,0.08768084173608066 +sle,Cycling T/NK,cHD10,cHD,4701,8,8,2251,0,0.17017655817911082,0.17017655817911082,0.0 +sle,Cycling T/NK,cHD11,cHD,4806,14,14,2328,1,0.29130253849354976,0.29130253849354976,0.0429553264604811 +sle,Cycling T/NK,cHD8,cHD,5882,15,15,2430,1,0.2550153009180551,0.2550153009180551,0.0411522633744856 +sle,Cycling T/NK,cHD9,cHD,5219,14,14,2335,2,0.2682506227246599,0.2682506227246599,0.08565310492505353 +sle,Cycling T/NK,aHD1,aHD,5837,19,19,2591,0,0.32550967962994687,0.32550967962994687,0.0 +sle,Cycling T/NK,aHD3,aHD,4020,9,9,2001,5,0.22388059701492538,0.22388059701492538,0.24987506246876562 +sle,Cycling T/NK,aSLE1,aSLE,3171,74,74,2644,79,2.3336486912645853,2.3336486912645853,2.987897125567322 +sle,Cycling T/NK,aSLE2,aSLE,1899,39,39,1902,57,2.0537124802527646,2.0537124802527646,2.996845425867508 +sle,Cycling T/NK,aSLE3,aSLE,5040,17,17,2398,6,0.3373015873015873,0.3373015873015873,0.25020850708924103 +sle,Cycling T/NK,aSLE4,aSLE,4052,8,8,2347,6,0.19743336623889438,0.19743336623889438,0.2556455048998722 +sle,Cycling T/NK,aHD4,aHD,5217,13,13,2463,4,0.2491853555683343,0.2491853555683343,0.16240357287860333 +sle,Cycling T/NK,aHD5,aHD,5055,17,17,2065,3,0.3363006923837784,0.3363006923837784,0.14527845036319612 +sle,Cycling T/NK,aHD6,aHD,10987,16,16,2795,6,0.14562664967689087,0.14562664967689087,0.2146690518783542 +sle,Cycling T/NK,aSLE5,aSLE,3598,28,28,2503,17,0.7782101167315175,0.7782101167315175,0.6791849780263683 +sle,Cycling T/NK,aSLE6,aSLE,2449,2,2,2213,1,0.08166598611678236,0.08166598611678236,0.04518752824220515 +sle,Cycling T/NK,aSLE7,aSLE,2391,2,2,2363,6,0.0836470096194061,0.0836470096194061,0.25391451544646637 +sle,Cycling activated T (CD38/HLA-DR),cSLE1,cSLE,1526,7,7,867,4,0.45871559633027525,0.45871559633027525,0.461361014994233 +sle,Cycling activated T (CD38/HLA-DR),cSLE2,cSLE,2556,11,11,1464,2,0.4303599374021909,0.4303599374021909,0.1366120218579235 +sle,Cycling activated T (CD38/HLA-DR),cSLE3,cSLE,1772,43,43,1152,3,2.4266365688487586,2.4266365688487586,0.2604166666666667 +sle,Cycling activated T (CD38/HLA-DR),cSLE4,cSLE,3039,7,7,1494,2,0.2303389272787101,0.2303389272787101,0.13386880856760375 +sle,Cycling activated T (CD38/HLA-DR),cSLE5,cSLE,2194,23,23,1669,0,1.048313582497721,1.048313582497721,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE6,cSLE,2357,8,8,1559,0,0.3394145099703012,0.3394145099703012,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE7,cSLE,2265,16,16,1648,5,0.7064017660044151,0.7064017660044151,0.30339805825242716 +sle,Cycling activated T (CD38/HLA-DR),cSLE8,cSLE,5081,165,165,2386,6,3.247392245620941,3.247392245620941,0.2514668901927913 +sle,Cycling activated T (CD38/HLA-DR),cSLE10,cSLE,7004,21,21,1834,3,0.2998286693318104,0.2998286693318104,0.16357688113413305 +sle,Cycling activated T (CD38/HLA-DR),cSLE11,cSLE,2678,114,114,1367,35,4.2569081404032865,4.2569081404032865,2.560351133869788 +sle,Cycling activated T (CD38/HLA-DR),cSLE9,cSLE,9044,27,27,2145,1,0.29854046881910656,0.29854046881910656,0.046620046620046623 +sle,Cycling activated T (CD38/HLA-DR),cHD1,cHD,7951,52,52,1692,0,0.6540057854357942,0.6540057854357942,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE12,cSLE,2268,64,64,2229,1,2.821869488536155,2.821869488536155,0.04486316733961418 +sle,Cycling activated T (CD38/HLA-DR),cSLE13,cSLE,3129,97,97,1733,4,3.100031959092362,3.100031959092362,0.2308136180034622 +sle,Cycling activated T (CD38/HLA-DR),cSLE14,cSLE,1874,83,83,1397,11,4.429028815368197,4.429028815368197,0.7874015748031497 +sle,Cycling activated T (CD38/HLA-DR),cSLE15,cSLE,5348,68,68,2467,0,1.2715033657442034,1.2715033657442034,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE16,cSLE,4261,63,63,2512,0,1.478526167566299,1.478526167566299,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE17,cSLE,3296,60,60,1834,2,1.8203883495145632,1.8203883495145632,0.10905125408942203 +sle,Cycling activated T (CD38/HLA-DR),cHD2,cHD,6503,88,88,2211,0,1.3532215900353683,1.3532215900353683,0.0 +sle,Cycling activated T (CD38/HLA-DR),cHD3,cHD,5667,56,56,2153,1,0.9881771660490559,0.9881771660490559,0.046446818392940084 +sle,Cycling activated T (CD38/HLA-DR),cSLE18,cSLE,983,158,158,1356,24,16.07324516785351,16.07324516785351,1.7699115044247788 +sle,Cycling activated T (CD38/HLA-DR),cSLE19,cSLE,4640,112,112,2021,19,2.413793103448276,2.413793103448276,0.9401286491835725 +sle,Cycling activated T (CD38/HLA-DR),cSLE20,cSLE,4210,24,24,2232,0,0.5700712589073634,0.5700712589073634,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE21,cSLE,1526,44,44,1873,29,2.8833551769331587,2.8833551769331587,1.5483182060864922 +sle,Cycling activated T (CD38/HLA-DR),cSLE22,cSLE,3157,3,3,2318,0,0.09502692429521697,0.09502692429521697,0.0 +sle,Cycling activated T (CD38/HLA-DR),cSLE23,cSLE,1973,105,105,1905,47,5.321844906234161,5.321844906234161,2.4671916010498687 +sle,Cycling activated T (CD38/HLA-DR),cHD4,cHD,3881,40,40,2241,1,1.030662200463798,1.030662200463798,0.04462293618920125 +sle,Cycling activated T (CD38/HLA-DR),cHD5,cHD,3174,31,31,1854,4,0.9766855702583491,0.9766855702583491,0.21574973031283712 +sle,Cycling activated T (CD38/HLA-DR),cSLE24,cSLE,3114,64,64,1580,11,2.055234425176622,2.055234425176622,0.6962025316455697 +sle,Cycling activated T (CD38/HLA-DR),cSLE25,cSLE,2197,28,28,1408,3,1.2744651797906237,1.2744651797906237,0.21306818181818182 +sle,Cycling activated T (CD38/HLA-DR),cSLE26,cSLE,3131,76,76,1656,6,2.427339508144363,2.427339508144363,0.36231884057971014 +sle,Cycling activated T (CD38/HLA-DR),cSLE27,cSLE,3172,330,330,1751,37,10.403530895334175,10.403530895334175,2.11307824100514 +sle,Cycling activated T (CD38/HLA-DR),cSLE28,cSLE,1667,22,22,1467,3,1.3197360527894422,1.3197360527894422,0.20449897750511248 +sle,Cycling activated T (CD38/HLA-DR),cSLE29,cSLE,4660,51,51,2383,3,1.094420600858369,1.094420600858369,0.1258917331095258 +sle,Cycling activated T (CD38/HLA-DR),cHD6,cHD,6147,59,59,2382,1,0.9598177972994957,0.9598177972994957,0.041981528127623846 +sle,Cycling activated T (CD38/HLA-DR),cHD7,cHD,5125,41,41,2345,3,0.8,0.8,0.1279317697228145 +sle,Cycling activated T (CD38/HLA-DR),cSLE30,cSLE,5291,44,44,2235,3,0.8316008316008316,0.8316008316008316,0.1342281879194631 +sle,Cycling activated T (CD38/HLA-DR),cSLE31,cSLE,3141,14,14,2325,5,0.44571792422795287,0.44571792422795287,0.21505376344086022 +sle,Cycling activated T (CD38/HLA-DR),cSLE32,cSLE,4004,66,66,1858,5,1.6483516483516483,1.6483516483516483,0.2691065662002153 +sle,Cycling activated T (CD38/HLA-DR),cSLE33,cSLE,5419,42,42,2031,0,0.7750507473703635,0.7750507473703635,0.0 +sle,Cycling activated T (CD38/HLA-DR),cHD10,cHD,4409,20,20,2158,0,0.45361760036289406,0.45361760036289406,0.0 +sle,Cycling activated T (CD38/HLA-DR),cHD11,cHD,4206,17,17,2092,0,0.4041844983357109,0.4041844983357109,0.0 +sle,Cycling activated T (CD38/HLA-DR),cHD8,cHD,4603,42,42,1981,0,0.9124484032152944,0.9124484032152944,0.0 +sle,Cycling activated T (CD38/HLA-DR),cHD9,cHD,4414,24,24,2012,0,0.5437245129134571,0.5437245129134571,0.0 +sle,Cycling activated T (CD38/HLA-DR),aHD1,aHD,5490,57,57,2237,2,1.0382513661202186,1.0382513661202186,0.08940545373267769 +sle,Cycling activated T (CD38/HLA-DR),aHD3,aHD,3347,29,29,1530,2,0.8664475649835673,0.8664475649835673,0.13071895424836602 +sle,Cycling activated T (CD38/HLA-DR),aSLE1,aSLE,2686,170,170,1726,44,6.329113924050633,6.329113924050633,2.549246813441483 +sle,Cycling activated T (CD38/HLA-DR),aSLE2,aSLE,1834,95,95,1305,41,5.179934569247546,5.179934569247546,3.1417624521072796 +sle,Cycling activated T (CD38/HLA-DR),aSLE3,aSLE,4931,48,48,2203,1,0.9734333806530115,0.9734333806530115,0.04539264639128461 +sle,Cycling activated T (CD38/HLA-DR),aSLE4,aSLE,3379,29,29,1823,3,0.858242083456644,0.858242083456644,0.16456390565002743 +sle,Cycling activated T (CD38/HLA-DR),aHD4,aHD,4469,36,36,2166,4,0.8055493398970687,0.8055493398970687,0.18467220683287167 +sle,Cycling activated T (CD38/HLA-DR),aHD5,aHD,4134,25,25,1716,0,0.6047411707789067,0.6047411707789067,0.0 +sle,Cycling activated T (CD38/HLA-DR),aHD6,aHD,10264,40,40,2616,4,0.3897116134060795,0.3897116134060795,0.1529051987767584 +sle,Cycling activated T (CD38/HLA-DR),aSLE5,aSLE,3399,52,52,1980,9,1.5298617240364814,1.5298617240364814,0.45454545454545453 +sle,Cycling activated T (CD38/HLA-DR),aSLE6,aSLE,2446,13,13,2036,1,0.5314799672935405,0.5314799672935405,0.04911591355599214 +sle,Cycling activated T (CD38/HLA-DR),aSLE7,aSLE,2055,9,9,1906,4,0.43795620437956206,0.43795620437956206,0.2098635886673662 +sle,Proliferating T (label),cSLE1,cSLE,1526,18,18,867,10,1.1795543905635648,1.1795543905635648,1.1534025374855825 +sle,Proliferating T (label),cSLE2,cSLE,2556,10,10,1464,3,0.39123630672926446,0.39123630672926446,0.20491803278688525 +sle,Proliferating T (label),cSLE3,cSLE,1772,37,37,1152,5,2.0880361173814896,2.0880361173814896,0.4340277777777778 +sle,Proliferating T (label),cSLE4,cSLE,3039,4,4,1494,2,0.1316222441592629,0.1316222441592629,0.13386880856760375 +sle,Proliferating T (label),cSLE5,cSLE,2194,8,8,1669,0,0.3646308113035551,0.3646308113035551,0.0 +sle,Proliferating T (label),cSLE6,cSLE,2357,5,5,1559,0,0.21213406873143828,0.21213406873143828,0.0 +sle,Proliferating T (label),cSLE7,cSLE,2265,15,15,1648,4,0.6622516556291391,0.6622516556291391,0.24271844660194175 +sle,Proliferating T (label),cSLE8,cSLE,5081,100,100,2386,4,1.96811651249754,1.96811651249754,0.16764459346186086 +sle,Proliferating T (label),cSLE10,cSLE,7004,3,3,1834,3,0.04283266704740148,0.04283266704740148,0.16357688113413305 +sle,Proliferating T (label),cSLE11,cSLE,2678,113,113,1367,57,4.219566840926064,4.219566840926064,4.169714703730797 +sle,Proliferating T (label),cSLE9,cSLE,9044,10,10,2145,2,0.11057054400707651,0.11057054400707651,0.09324009324009325 +sle,Proliferating T (label),cHD1,cHD,7951,21,21,1692,1,0.26411772104137843,0.26411772104137843,0.0591016548463357 +sle,Proliferating T (label),cSLE12,cSLE,2268,17,17,2229,1,0.7495590828924162,0.7495590828924162,0.04486316733961418 +sle,Proliferating T (label),cSLE13,cSLE,3129,8,8,1733,2,0.2556727388942154,0.2556727388942154,0.1154068090017311 +sle,Proliferating T (label),cSLE14,cSLE,1874,26,26,1397,12,1.3874066168623265,1.3874066168623265,0.8589835361488904 +sle,Proliferating T (label),cSLE15,cSLE,5348,1,1,2467,0,0.018698578908002993,0.018698578908002993,0.0 +sle,Proliferating T (label),cSLE16,cSLE,4261,13,13,2512,2,0.30509270124383947,0.30509270124383947,0.07961783439490445 +sle,Proliferating T (label),cSLE17,cSLE,3296,11,11,1834,4,0.3337378640776699,0.3337378640776699,0.21810250817884405 +sle,Proliferating T (label),cHD2,cHD,6503,13,13,2211,1,0.1999077348915885,0.1999077348915885,0.045228403437358664 +sle,Proliferating T (label),cHD3,cHD,5667,3,3,2153,4,0.05293806246691371,0.05293806246691371,0.18578727357176034 +sle,Proliferating T (label),cSLE18,cSLE,983,230,230,1356,44,23.397761953204476,23.397761953204476,3.2448377581120944 +sle,Proliferating T (label),cSLE19,cSLE,4640,237,237,2021,36,5.107758620689655,5.107758620689655,1.781296387926769 +sle,Proliferating T (label),cSLE20,cSLE,4210,9,9,2232,0,0.21377672209026127,0.21377672209026127,0.0 +sle,Proliferating T (label),cSLE21,cSLE,1526,63,63,1873,40,4.128440366972477,4.128440366972477,2.1356113187399894 +sle,Proliferating T (label),cSLE22,cSLE,3157,1,1,2318,1,0.031675641431738996,0.031675641431738996,0.04314063848144953 +sle,Proliferating T (label),cSLE23,cSLE,1973,92,92,1905,59,4.66294982260517,4.66294982260517,3.0971128608923886 +sle,Proliferating T (label),cHD4,cHD,3881,13,13,2241,2,0.33496521515073435,0.33496521515073435,0.0892458723784025 +sle,Proliferating T (label),cHD5,cHD,3174,5,5,1854,3,0.1575299306868305,0.1575299306868305,0.16181229773462782 +sle,Proliferating T (label),cSLE24,cSLE,3114,60,60,1580,25,1.9267822736030829,1.9267822736030829,1.5822784810126582 +sle,Proliferating T (label),cSLE25,cSLE,2197,15,15,1408,0,0.6827492034592626,0.6827492034592626,0.0 +sle,Proliferating T (label),cSLE26,cSLE,3131,66,66,1656,14,2.1079527307569466,2.1079527307569466,0.8454106280193237 +sle,Proliferating T (label),cSLE27,cSLE,3172,253,253,1751,67,7.976040353089534,7.976040353089534,3.8263849229011995 +sle,Proliferating T (label),cSLE28,cSLE,1667,17,17,1467,7,1.0197960407918416,1.0197960407918416,0.47716428084526247 +sle,Proliferating T (label),cSLE29,cSLE,4660,8,8,2383,2,0.17167381974248927,0.17167381974248927,0.0839278220730172 +sle,Proliferating T (label),cHD6,cHD,6147,8,8,2382,1,0.13014478607450788,0.13014478607450788,0.041981528127623846 +sle,Proliferating T (label),cHD7,cHD,5125,18,18,2345,1,0.35121951219512193,0.35121951219512193,0.042643923240938165 +sle,Proliferating T (label),cSLE30,cSLE,5291,22,22,2235,3,0.4158004158004158,0.4158004158004158,0.1342281879194631 +sle,Proliferating T (label),cSLE31,cSLE,3141,13,13,2325,8,0.413880929640242,0.413880929640242,0.34408602150537637 +sle,Proliferating T (label),cSLE32,cSLE,4004,30,30,1858,9,0.7492507492507493,0.7492507492507493,0.48439181916038754 +sle,Proliferating T (label),cSLE33,cSLE,5419,17,17,2031,0,0.3137110167927662,0.3137110167927662,0.0 +sle,Proliferating T (label),cHD10,cHD,4409,4,4,2158,1,0.09072352007257882,0.09072352007257882,0.04633920296570899 +sle,Proliferating T (label),cHD11,cHD,4206,8,8,2092,0,0.1902044698050404,0.1902044698050404,0.0 +sle,Proliferating T (label),cHD8,cHD,4603,10,10,1981,0,0.21724961981316532,0.21724961981316532,0.0 +sle,Proliferating T (label),cHD9,cHD,4414,14,14,2012,0,0.31717263253285,0.31717263253285,0.0 +sle,Proliferating T (label),aHD1,aHD,5490,14,14,2237,1,0.2550091074681239,0.2550091074681239,0.044702726866338846 +sle,Proliferating T (label),aHD3,aHD,3347,6,6,1530,4,0.179265013444876,0.179265013444876,0.26143790849673204 +sle,Proliferating T (label),aSLE1,aSLE,2686,83,83,1726,49,3.090096798212956,3.090096798212956,2.8389339513325607 +sle,Proliferating T (label),aSLE2,aSLE,1834,89,89,1305,43,4.85278080697928,4.85278080697928,3.2950191570881224 +sle,Proliferating T (label),aSLE3,aSLE,4931,27,27,2203,4,0.547556276617319,0.547556276617319,0.18157058556513844 +sle,Proliferating T (label),aSLE4,aSLE,3379,5,5,1823,2,0.1479727730097662,0.1479727730097662,0.10970927043335162 +sle,Proliferating T (label),aHD4,aHD,4469,11,11,2166,2,0.24614007607965988,0.24614007607965988,0.09233610341643583 +sle,Proliferating T (label),aHD5,aHD,4134,15,15,1716,3,0.36284470246734396,0.36284470246734396,0.17482517482517482 +sle,Proliferating T (label),aHD6,aHD,10264,23,23,2616,3,0.2240841777084957,0.2240841777084957,0.11467889908256881 +sle,Proliferating T (label),aSLE5,aSLE,3399,27,27,1980,6,0.794351279788173,0.794351279788173,0.30303030303030304 +sle,Proliferating T (label),aSLE6,aSLE,2446,4,4,2036,1,0.1635322976287817,0.1635322976287817,0.04911591355599214 +sle,Proliferating T (label),aSLE7,aSLE,2055,0,0,1906,3,0.0,0.0,0.15739769150052466 +sle,Plasmablast (label),cSLE1,cSLE,4640,0,0,3000,6,0.0,0.0,0.2 +sle,Plasmablast (label),cSLE2,cSLE,5192,1,1,3000,5,0.01926040061633282,0.01926040061633282,0.16666666666666666 +sle,Plasmablast (label),cSLE3,cSLE,3893,14,14,3000,2,0.35961983046493706,0.35961983046493706,0.06666666666666667 +sle,Plasmablast (label),cSLE4,cSLE,6171,0,0,3000,0,0.0,0.0,0.0 +sle,Plasmablast (label),cSLE5,cSLE,4213,4,4,3000,1,0.09494422027059103,0.09494422027059103,0.03333333333333333 +sle,Plasmablast (label),cSLE6,cSLE,5433,0,0,3000,0,0.0,0.0,0.0 +sle,Plasmablast (label),cSLE7,cSLE,3897,1,1,3000,0,0.025660764690787787,0.025660764690787787,0.0 +sle,Plasmablast (label),cSLE8,cSLE,6245,6,6,3000,2,0.09607686148919135,0.09607686148919135,0.06666666666666667 +sle,Plasmablast (label),cSLE10,cSLE,13448,19,19,3000,2,0.1412849494348602,0.1412849494348602,0.06666666666666667 +sle,Plasmablast (label),cSLE11,cSLE,10155,118,118,3000,1,1.1619891678975873,1.1619891678975873,0.03333333333333333 +sle,Plasmablast (label),cSLE9,cSLE,13561,1,1,3000,1,0.0073740874566772365,0.0073740874566772365,0.03333333333333333 +sle,Plasmablast (label),cHD1,cHD,13437,22,22,3000,1,0.16372702240083353,0.16372702240083353,0.03333333333333333 +sle,Plasmablast (label),cSLE12,cSLE,5400,7,7,3000,0,0.12962962962962962,0.12962962962962962,0.0 +sle,Plasmablast (label),cSLE13,cSLE,5313,142,142,3000,3,2.6726896292113684,2.6726896292113684,0.1 +sle,Plasmablast (label),cSLE14,cSLE,4458,5,5,3000,1,0.11215791834903545,0.11215791834903545,0.03333333333333333 +sle,Plasmablast (label),cSLE15,cSLE,6427,2,2,3000,0,0.031118717908822157,0.031118717908822157,0.0 +sle,Plasmablast (label),cSLE16,cSLE,5560,3,3,3000,0,0.0539568345323741,0.0539568345323741,0.0 +sle,Plasmablast (label),cSLE17,cSLE,6135,4,4,3000,3,0.06519967400162999,0.06519967400162999,0.1 +sle,Plasmablast (label),cHD2,cHD,8857,40,40,3000,0,0.4516201874223778,0.4516201874223778,0.0 +sle,Plasmablast (label),cHD3,cHD,8999,9,9,3000,0,0.10001111234581621,0.10001111234581621,0.0 +sle,Plasmablast (label),cSLE18,cSLE,3049,175,175,3000,10,5.739586749754018,5.739586749754018,0.3333333333333333 +sle,Plasmablast (label),cSLE19,cSLE,6703,126,126,3000,2,1.8797553334327912,1.8797553334327912,0.06666666666666667 +sle,Plasmablast (label),cSLE20,cSLE,5454,18,18,3000,1,0.33003300330033003,0.33003300330033003,0.03333333333333333 +sle,Plasmablast (label),cSLE21,cSLE,2784,13,13,3000,9,0.46695402298850575,0.46695402298850575,0.3 +sle,Plasmablast (label),cSLE22,cSLE,5003,1,1,3000,0,0.01998800719568259,0.01998800719568259,0.0 +sle,Plasmablast 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monocyte (IL1R2+),cSLE29,cSLE,528,13,12,73,0,2.462121212121212,2.272727272727273,0.0 +sle,MS1 monocyte (IL1R2+),cHD6,cHD,391,3,3,32,0,0.7672634271099744,0.7672634271099744,0.0 +sle,MS1 monocyte (IL1R2+),cHD7,cHD,548,4,3,66,0,0.7299270072992701,0.5474452554744526,0.0 +sle,MS1 monocyte (IL1R2+),cSLE30,cSLE,877,1,1,188,1,0.11402508551881414,0.11402508551881414,0.5319148936170213 +sle,MS1 monocyte (IL1R2+),cSLE31,cSLE,586,38,37,139,0,6.484641638225256,6.313993174061434,0.0 +sle,MS1 monocyte (IL1R2+),cSLE32,cSLE,1119,10,8,340,0,0.8936550491510277,0.7149240393208222,0.0 +sle,MS1 monocyte (IL1R2+),cSLE33,cSLE,746,4,4,122,0,0.5361930294906166,0.5361930294906166,0.0 +sle,MS1 monocyte (IL1R2+),cHD10,cHD,399,5,5,56,0,1.2531328320802004,1.2531328320802004,0.0 +sle,MS1 monocyte (IL1R2+),cHD11,cHD,896,4,4,217,0,0.44642857142857145,0.44642857142857145,0.0 +sle,MS1 monocyte (IL1R2+),cHD8,cHD,523,5,4,135,0,0.9560229445506692,0.7648183556405354,0.0 +sle,MS1 monocyte (IL1R2+),cHD9,cHD,1007,4,4,175,0,0.3972194637537239,0.3972194637537239,0.0 +sle,MS1 monocyte (IL1R2+),aHD1,aHD,807,1,1,136,0,0.12391573729863693,0.12391573729863693,0.0 +sle,MS1 monocyte (IL1R2+),aHD3,aHD,2440,21,19,765,1,0.860655737704918,0.7786885245901639,0.13071895424836602 +sle,MS1 monocyte (IL1R2+),aSLE1,aSLE,904,18,17,250,0,1.991150442477876,1.8805309734513274,0.0 +sle,MS1 monocyte (IL1R2+),aSLE2,aSLE,2206,21,20,950,1,0.9519492293744334,0.9066183136899365,0.10526315789473684 +sle,MS1 monocyte (IL1R2+),aSLE3,aSLE,1852,7,7,357,0,0.3779697624190065,0.3779697624190065,0.0 +sle,MS1 monocyte (IL1R2+),aSLE4,aSLE,1657,18,17,432,0,1.0863005431502715,1.0259505129752564,0.0 +sle,MS1 monocyte (IL1R2+),aHD4,aHD,667,1,1,79,0,0.14992503748125938,0.14992503748125938,0.0 +sle,MS1 monocyte (IL1R2+),aHD5,aHD,2204,21,15,649,0,0.9528130671506352,0.6805807622504537,0.0 +sle,MS1 monocyte (IL1R2+),aHD6,aHD,501,2,2,36,0,0.3992015968063872,0.3992015968063872,0.0 +sle,MS1 monocyte (IL1R2+),aSLE5,aSLE,776,0,0,282,0,0.0,0.0,0.0 +sle,MS1 monocyte (IL1R2+),aSLE6,aSLE,1168,20,19,632,1,1.7123287671232876,1.6267123287671232,0.15822784810126583 +sle,MS1 monocyte (IL1R2+),aSLE7,aSLE,1076,1,1,487,1,0.09293680297397769,0.09293680297397769,0.2053388090349076 +sle,Cycling monocyte (Ye 2026),cSLE1,cSLE,1396,9,8,711,1,0.6446991404011462,0.5730659025787965,0.14064697609001406 +sle,Cycling monocyte (Ye 2026),cSLE2,cSLE,1322,8,8,625,0,0.6051437216338881,0.6051437216338881,0.0 +sle,Cycling monocyte (Ye 2026),cSLE3,cSLE,1438,21,20,1064,0,1.4603616133518775,1.3908205841446453,0.0 +sle,Cycling monocyte (Ye 2026),cSLE4,cSLE,2201,10,9,864,0,0.45433893684688775,0.408905043162199,0.0 +sle,Cycling monocyte (Ye 2026),cSLE5,cSLE,1240,11,11,704,0,0.8870967741935484,0.8870967741935484,0.0 +sle,Cycling monocyte (Ye 2026),cSLE6,cSLE,2389,14,13,960,0,0.5860192549183759,0.5441607367099205,0.0 +sle,Cycling monocyte (Ye 2026),cSLE7,cSLE,887,11,10,445,0,1.2401352874859075,1.1273957158962795,0.0 +sle,Cycling monocyte (Ye 2026),cSLE8,cSLE,366,9,7,43,0,2.459016393442623,1.9125683060109289,0.0 +sle,Cycling monocyte (Ye 2026),cSLE10,cSLE,4205,33,31,559,0,0.7847800237812128,0.737217598097503,0.0 +sle,Cycling monocyte (Ye 2026),cSLE11,cSLE,4452,177,172,992,2,3.975741239892183,3.8634321653189576,0.20161290322580644 +sle,Cycling monocyte (Ye 2026),cSLE9,cSLE,2691,29,27,378,0,1.0776662950575995,1.0033444816053512,0.0 +sle,Cycling monocyte (Ye 2026),cHD1,cHD,2116,18,18,354,0,0.8506616257088847,0.8506616257088847,0.0 +sle,Cycling monocyte (Ye 2026),cSLE12,cSLE,1614,32,30,455,0,1.982651796778191,1.858736059479554,0.0 +sle,Cycling monocyte (Ye 2026),cSLE13,cSLE,1157,36,35,419,0,3.111495246326707,3.025064822817632,0.0 +sle,Cycling monocyte (Ye 2026),cSLE14,cSLE,1850,49,48,674,0,2.6486486486486487,2.5945945945945947,0.0 +sle,Cycling monocyte (Ye 2026),cSLE15,cSLE,413,4,4,61,0,0.9685230024213075,0.9685230024213075,0.0 +sle,Cycling monocyte (Ye 2026),cSLE16,cSLE,468,12,11,63,0,2.5641025641025643,2.3504273504273505,0.0 +sle,Cycling monocyte (Ye 2026),cSLE17,cSLE,1371,38,36,411,0,2.7716994894237783,2.62582056892779,0.0 +sle,Cycling monocyte (Ye 2026),cHD2,cHD,570,6,5,119,0,1.0526315789473684,0.8771929824561403,0.0 +sle,Cycling monocyte (Ye 2026),cHD3,cHD,977,13,13,239,0,1.330603889457523,1.330603889457523,0.0 +sle,Cycling monocyte (Ye 2026),cSLE18,cSLE,888,86,84,576,2,9.684684684684685,9.45945945945946,0.3472222222222222 +sle,Cycling monocyte (Ye 2026),cSLE19,cSLE,1146,28,27,240,0,2.443280977312391,2.356020942408377,0.0 +sle,Cycling monocyte (Ye 2026),cSLE20,cSLE,595,5,4,191,0,0.8403361344537815,0.6722689075630253,0.0 +sle,Cycling monocyte (Ye 2026),cSLE21,cSLE,592,8,8,258,1,1.3513513513513513,1.3513513513513513,0.3875968992248062 +sle,Cycling monocyte (Ye 2026),cSLE22,cSLE,883,5,5,277,0,0.5662514156285391,0.5662514156285391,0.0 +sle,Cycling monocyte (Ye 2026),cSLE23,cSLE,768,29,28,272,0,3.7760416666666665,3.6458333333333335,0.0 +sle,Cycling monocyte (Ye 2026),cHD4,cHD,780,9,9,167,0,1.1538461538461537,1.1538461538461537,0.0 +sle,Cycling monocyte (Ye 2026),cHD5,cHD,885,12,11,271,0,1.3559322033898304,1.2429378531073447,0.0 +sle,Cycling monocyte (Ye 2026),cSLE24,cSLE,748,13,12,133,0,1.7379679144385027,1.6042780748663101,0.0 +sle,Cycling monocyte (Ye 2026),cSLE25,cSLE,1726,22,21,868,0,1.2746234067207416,1.216685979142526,0.0 +sle,Cycling monocyte (Ye 2026),cSLE26,cSLE,1240,31,31,469,0,2.5,2.5,0.0 +sle,Cycling monocyte (Ye 2026),cSLE27,cSLE,1472,135,126,376,1,9.171195652173912,8.559782608695652,0.26595744680851063 +sle,Cycling monocyte (Ye 2026),cSLE28,cSLE,2177,36,34,997,0,1.6536518144235186,1.5617822691777676,0.0 +sle,Cycling monocyte (Ye 2026),cSLE29,cSLE,528,6,5,73,0,1.1363636363636365,0.946969696969697,0.0 +sle,Cycling monocyte (Ye 2026),cHD6,cHD,391,4,4,32,0,1.0230179028132993,1.0230179028132993,0.0 +sle,Cycling monocyte (Ye 2026),cHD7,cHD,548,5,5,66,0,0.9124087591240876,0.9124087591240876,0.0 +sle,Cycling monocyte (Ye 2026),cSLE30,cSLE,877,6,6,188,0,0.6841505131128849,0.6841505131128849,0.0 +sle,Cycling monocyte (Ye 2026),cSLE31,cSLE,586,13,13,139,0,2.218430034129693,2.218430034129693,0.0 +sle,Cycling monocyte (Ye 2026),cSLE32,cSLE,1119,21,19,340,0,1.876675603217158,1.6979445933869526,0.0 +sle,Cycling monocyte (Ye 2026),cSLE33,cSLE,746,9,9,122,0,1.2064343163538873,1.2064343163538873,0.0 +sle,Cycling monocyte (Ye 2026),cHD10,cHD,399,4,4,56,0,1.0025062656641603,1.0025062656641603,0.0 +sle,Cycling monocyte (Ye 2026),cHD11,cHD,896,5,5,217,0,0.5580357142857143,0.5580357142857143,0.0 +sle,Cycling monocyte (Ye 2026),cHD8,cHD,523,9,9,135,0,1.7208413001912046,1.7208413001912046,0.0 +sle,Cycling monocyte (Ye 2026),cHD9,cHD,1007,3,3,175,0,0.29791459781529295,0.29791459781529295,0.0 +sle,Cycling monocyte (Ye 2026),aHD1,aHD,807,5,4,136,0,0.6195786864931846,0.49566294919454773,0.0 +sle,Cycling monocyte (Ye 2026),aHD3,aHD,2440,22,21,765,0,0.9016393442622951,0.860655737704918,0.0 +sle,Cycling monocyte (Ye 2026),aSLE1,aSLE,904,38,37,250,0,4.20353982300885,4.092920353982301,0.0 +sle,Cycling monocyte (Ye 2026),aSLE2,aSLE,2206,53,52,950,0,2.402538531278332,2.357207615593835,0.0 +sle,Cycling monocyte (Ye 2026),aSLE3,aSLE,1852,21,21,357,0,1.1339092872570193,1.1339092872570193,0.0 +sle,Cycling monocyte (Ye 2026),aSLE4,aSLE,1657,17,16,432,0,1.0259505129752564,0.9656004828002414,0.0 +sle,Cycling monocyte (Ye 2026),aHD4,aHD,667,4,4,79,0,0.5997001499250375,0.5997001499250375,0.0 +sle,Cycling monocyte (Ye 2026),aHD5,aHD,2204,15,14,649,0,0.6805807622504537,0.6352087114337568,0.0 +sle,Cycling monocyte (Ye 2026),aHD6,aHD,501,3,3,36,0,0.5988023952095808,0.5988023952095808,0.0 +sle,Cycling monocyte (Ye 2026),aSLE5,aSLE,776,8,8,282,0,1.0309278350515463,1.0309278350515463,0.0 +sle,Cycling monocyte (Ye 2026),aSLE6,aSLE,1168,9,8,632,0,0.7705479452054794,0.684931506849315,0.0 +sle,Cycling monocyte (Ye 2026),aSLE7,aSLE,1076,15,14,487,0,1.3940520446096654,1.3011152416356877,0.0 +sle,ISG-high monocyte (positive control),cSLE1,cSLE,1396,889,862,711,367,63.68194842406877,61.74785100286533,51.61744022503516 +sle,ISG-high monocyte (positive control),cSLE2,cSLE,1322,667,641,625,276,50.45385779122542,48.48714069591528,44.16 +sle,ISG-high monocyte (positive control),cSLE3,cSLE,1438,1047,1025,1064,705,72.80945757997219,71.27955493741307,66.2593984962406 +sle,ISG-high monocyte (positive control),cSLE4,cSLE,2201,581,551,864,259,26.39709223080418,25.034075420263516,29.97685185185185 +sle,ISG-high monocyte (positive control),cSLE5,cSLE,1240,50,47,704,27,4.032258064516129,3.7903225806451615,3.835227272727273 +sle,ISG-high monocyte (positive control),cSLE6,cSLE,2389,63,60,960,47,2.6370866471326915,2.5115110925073254,4.895833333333333 +sle,ISG-high monocyte (positive control),cSLE7,cSLE,887,607,596,445,213,68.43291995490416,67.19278466741827,47.86516853932584 +sle,ISG-high monocyte (positive control),cSLE8,cSLE,366,207,204,43,15,56.557377049180324,55.73770491803279,34.883720930232556 +sle,ISG-high monocyte (positive control),cSLE10,cSLE,4205,862,814,559,33,20.499405469678955,19.357907253269918,5.903398926654741 +sle,ISG-high monocyte (positive control),cSLE11,cSLE,4452,4408,4396,992,924,99.01168014375561,98.74213836477988,93.14516129032258 +sle,ISG-high monocyte (positive control),cSLE9,cSLE,2691,1027,995,378,24,38.16425120772947,36.975102192493495,6.349206349206349 +sle,ISG-high monocyte (positive control),cHD1,cHD,2116,68,63,354,10,3.213610586011342,2.977315689981096,2.824858757062147 +sle,ISG-high monocyte (positive control),cSLE12,cSLE,1614,33,29,455,13,2.0446096654275094,1.7967781908302354,2.857142857142857 +sle,ISG-high monocyte (positive control),cSLE13,cSLE,1157,9,7,419,12,0.7778738115816768,0.6050129645635264,2.863961813842482 +sle,ISG-high monocyte (positive control),cSLE14,cSLE,1850,1722,1702,674,532,93.08108108108108,92.0,78.93175074183976 +sle,ISG-high monocyte (positive control),cSLE15,cSLE,413,74,71,61,2,17.91767554479419,17.19128329297821,3.278688524590164 +sle,ISG-high monocyte (positive control),cSLE16,cSLE,468,372,365,63,17,79.48717948717949,77.99145299145299,26.984126984126984 +sle,ISG-high monocyte (positive control),cSLE17,cSLE,1371,1137,1117,411,201,82.93216630196936,81.47337709700948,48.90510948905109 +sle,ISG-high monocyte (positive control),cHD2,cHD,570,161,154,119,3,28.24561403508772,27.017543859649123,2.5210084033613445 +sle,ISG-high monocyte (positive control),cHD3,cHD,977,58,57,239,6,5.93654042988741,5.834186284544524,2.510460251046025 +sle,ISG-high monocyte (positive control),cSLE18,cSLE,888,883,882,576,543,99.43693693693693,99.32432432432432,94.27083333333333 +sle,ISG-high monocyte (positive control),cSLE19,cSLE,1146,1026,1011,240,174,89.52879581151832,88.21989528795811,72.5 +sle,ISG-high monocyte (positive control),cSLE20,cSLE,595,17,16,191,6,2.857142857142857,2.689075630252101,3.141361256544503 +sle,ISG-high monocyte (positive control),cSLE21,cSLE,592,395,389,258,139,66.72297297297297,65.70945945945945,53.87596899224806 +sle,ISG-high monocyte (positive control),cSLE22,cSLE,883,99,89,277,3,11.211778029445073,10.079275198187995,1.0830324909747293 +sle,ISG-high monocyte (positive control),cSLE23,cSLE,768,644,636,272,154,83.85416666666667,82.8125,56.61764705882353 +sle,ISG-high monocyte (positive control),cHD4,cHD,780,44,41,167,3,5.641025641025641,5.256410256410256,1.7964071856287425 +sle,ISG-high monocyte (positive control),cHD5,cHD,885,59,56,271,8,6.666666666666667,6.327683615819209,2.952029520295203 +sle,ISG-high monocyte (positive control),cSLE24,cSLE,748,585,571,133,71,78.20855614973262,76.33689839572193,53.38345864661654 +sle,ISG-high monocyte (positive control),cSLE25,cSLE,1726,728,696,868,173,42.1784472769409,40.32444959443801,19.930875576036865 +sle,ISG-high monocyte (positive control),cSLE26,cSLE,1240,1071,1053,469,272,86.37096774193549,84.91935483870968,57.995735607675904 +sle,ISG-high monocyte (positive control),cSLE27,cSLE,1472,1469,1468,376,350,99.7961956521739,99.72826086956522,93.08510638297872 +sle,ISG-high monocyte (positive control),cSLE28,cSLE,2177,1518,1475,997,423,69.72898484152503,67.7537896187414,42.42728184553661 +sle,ISG-high monocyte (positive control),cSLE29,cSLE,528,71,67,73,2,13.446969696969697,12.68939393939394,2.73972602739726 +sle,ISG-high monocyte (positive control),cHD6,cHD,391,16,16,32,0,4.092071611253197,4.092071611253197,0.0 +sle,ISG-high monocyte (positive control),cHD7,cHD,548,76,72,66,2,13.86861313868613,13.138686131386862,3.0303030303030303 +sle,ISG-high monocyte (positive control),cSLE30,cSLE,877,5,5,188,4,0.5701254275940707,0.5701254275940707,2.127659574468085 +sle,ISG-high monocyte (positive control),cSLE31,cSLE,586,397,390,139,62,67.74744027303754,66.55290102389078,44.60431654676259 +sle,ISG-high monocyte (positive control),cSLE32,cSLE,1119,486,470,340,58,43.43163538873995,42.0017873100983,17.058823529411764 +sle,ISG-high monocyte (positive control),cSLE33,cSLE,746,124,119,122,2,16.621983914209114,15.951742627345844,1.639344262295082 +sle,ISG-high monocyte (positive control),cHD10,cHD,399,19,16,56,3,4.761904761904762,4.010025062656641,5.357142857142857 +sle,ISG-high monocyte (positive control),cHD11,cHD,896,43,41,217,7,4.799107142857143,4.575892857142857,3.225806451612903 +sle,ISG-high monocyte (positive control),cHD8,cHD,523,14,13,135,5,2.676864244741874,2.48565965583174,3.7037037037037037 +sle,ISG-high monocyte (positive control),cHD9,cHD,1007,54,45,175,9,5.362462760675273,4.468718967229394,5.142857142857143 +sle,ISG-high monocyte (positive control),aHD1,aHD,807,111,103,136,8,13.754646840148698,12.763320941759604,5.882352941176471 +sle,ISG-high monocyte (positive control),aHD3,aHD,2440,45,41,765,19,1.8442622950819672,1.680327868852459,2.4836601307189543 +sle,ISG-high monocyte (positive control),aSLE1,aSLE,904,849,838,250,191,93.91592920353982,92.69911504424779,76.4 +sle,ISG-high monocyte (positive control),aSLE2,aSLE,2206,1892,1867,950,733,85.76609247506799,84.63281958295558,77.15789473684211 +sle,ISG-high monocyte (positive control),aSLE3,aSLE,1852,234,215,357,18,12.63498920086393,11.609071274298056,5.042016806722689 +sle,ISG-high monocyte (positive control),aSLE4,aSLE,1657,15,13,432,14,0.9052504526252263,0.7845503922751962,3.240740740740741 +sle,ISG-high monocyte (positive control),aHD4,aHD,667,12,12,79,1,1.7991004497751124,1.7991004497751124,1.2658227848101267 +sle,ISG-high monocyte (positive control),aHD5,aHD,2204,76,70,649,9,3.4482758620689653,3.176043557168784,1.386748844375963 +sle,ISG-high monocyte (positive control),aHD6,aHD,501,30,27,36,1,5.9880239520958085,5.389221556886228,2.7777777777777777 +sle,ISG-high monocyte (positive control),aSLE5,aSLE,776,506,486,282,81,65.20618556701031,62.628865979381445,28.72340425531915 +sle,ISG-high monocyte (positive control),aSLE6,aSLE,1168,660,635,632,134,56.50684931506849,54.36643835616438,21.20253164556962 +sle,ISG-high monocyte (positive control),aSLE7,aSLE,1076,17,15,487,4,1.579925650557621,1.3940520446096654,0.8213552361396304 +sle,ISG-high T,cSLE1,cSLE,1526,191,191,867,113,12.516382699868938,12.516382699868938,13.033448673587081 +sle,ISG-high T,cSLE2,cSLE,2556,180,180,1464,126,7.042253521126761,7.042253521126761,8.60655737704918 +sle,ISG-high T,cSLE3,cSLE,1772,422,422,1152,254,23.81489841986456,23.81489841986456,22.04861111111111 +sle,ISG-high T,cSLE4,cSLE,3039,126,126,1494,68,4.146100691016782,4.146100691016782,4.551539491298527 +sle,ISG-high T,cSLE5,cSLE,2194,7,7,1669,6,0.31905195989061075,0.31905195989061075,0.35949670461354105 +sle,ISG-high T,cSLE6,cSLE,2357,15,15,1559,5,0.6364022061943148,0.6364022061943148,0.3207184092366902 +sle,ISG-high T,cSLE7,cSLE,2265,517,517,1648,129,22.82560706401766,22.82560706401766,7.827669902912621 +sle,ISG-high T,cSLE8,cSLE,5081,720,720,2386,66,14.170438889982288,14.170438889982288,2.766135792120704 +sle,ISG-high T,cSLE10,cSLE,7004,212,212,1834,4,3.026841804683038,3.026841804683038,0.21810250817884405 +sle,ISG-high T,cSLE11,cSLE,2678,1921,1921,1367,604,71.73263629574309,71.73263629574309,44.18434528163863 +sle,ISG-high T,cSLE9,cSLE,9044,345,345,2145,7,3.81468376824414,3.81468376824414,0.32634032634032634 +sle,ISG-high T,cHD1,cHD,7951,39,39,1692,1,0.49050433907684565,0.49050433907684565,0.0591016548463357 +sle,ISG-high T,cSLE12,cSLE,2268,76,76,2229,5,3.3509700176366843,3.3509700176366843,0.2243158366980709 +sle,ISG-high T,cSLE13,cSLE,3129,8,8,1733,4,0.2556727388942154,0.2556727388942154,0.2308136180034622 +sle,ISG-high T,cSLE14,cSLE,1874,1621,1621,1397,353,86.49946638207044,86.49946638207044,25.268432355046528 +sle,ISG-high T,cSLE15,cSLE,5348,135,135,2467,3,2.524308152580404,2.524308152580404,0.12160518848804215 +sle,ISG-high T,cSLE16,cSLE,4261,1544,1544,2512,83,36.23562544003755,36.23562544003755,3.304140127388535 +sle,ISG-high T,cSLE17,cSLE,3296,1847,1847,1834,206,56.0376213592233,56.0376213592233,11.232279171210468 +sle,ISG-high T,cHD2,cHD,6503,75,75,2211,3,1.1533138551437798,1.1533138551437798,0.13568521031207598 +sle,ISG-high T,cHD3,cHD,5667,37,37,2153,1,0.6529027704252691,0.6529027704252691,0.046446818392940084 +sle,ISG-high T,cSLE18,cSLE,983,873,873,1356,678,88.80976602238047,88.80976602238047,50.0 +sle,ISG-high T,cSLE19,cSLE,4640,2675,2675,2021,357,57.650862068965516,57.650862068965516,17.664522513607125 +sle,ISG-high T,cSLE20,cSLE,4210,4,4,2232,3,0.09501187648456057,0.09501187648456057,0.13440860215053763 +sle,ISG-high T,cSLE21,cSLE,1526,708,708,1873,152,46.395806028833555,46.395806028833555,8.11532301121196 +sle,ISG-high T,cSLE22,cSLE,3157,36,36,2318,3,1.1403230915426037,1.1403230915426037,0.12942191544434858 +sle,ISG-high T,cSLE23,cSLE,1973,787,787,1905,199,39.88849467815509,39.88849467815509,10.446194225721785 +sle,ISG-high T,cHD4,cHD,3881,36,36,2241,6,0.9275959804174182,0.9275959804174182,0.2677376171352075 +sle,ISG-high T,cHD5,cHD,3174,26,26,1854,7,0.8191556395715186,0.8191556395715186,0.3775620280474649 +sle,ISG-high T,cSLE24,cSLE,3114,1041,1041,1580,153,33.42967244701349,33.42967244701349,9.683544303797468 +sle,ISG-high T,cSLE25,cSLE,2197,168,168,1408,22,7.646791078743742,7.646791078743742,1.5625 +sle,ISG-high T,cSLE26,cSLE,3131,1218,1218,1656,223,38.90130948578729,38.90130948578729,13.466183574879228 +sle,ISG-high T,cSLE27,cSLE,3172,2815,2815,1751,867,88.7452711223203,88.7452711223203,49.51456310679612 +sle,ISG-high T,cSLE28,cSLE,1667,439,439,1467,77,26.33473305338932,26.33473305338932,5.248807089297887 +sle,ISG-high T,cSLE29,cSLE,4660,54,54,2383,6,1.1587982832618027,1.1587982832618027,0.2517834662190516 +sle,ISG-high T,cHD6,cHD,6147,20,20,2382,2,0.32536196518626975,0.32536196518626975,0.08396305625524769 +sle,ISG-high T,cHD7,cHD,5125,70,70,2345,7,1.3658536585365855,1.3658536585365855,0.29850746268656714 +sle,ISG-high T,cSLE30,cSLE,5291,4,4,2235,5,0.0756000756000756,0.0756000756000756,0.22371364653243847 +sle,ISG-high T,cSLE31,cSLE,3141,919,919,2325,180,29.258198026106335,29.258198026106335,7.741935483870968 +sle,ISG-high T,cSLE32,cSLE,4004,230,230,1858,24,5.744255744255744,5.744255744255744,1.2917115177610334 +sle,ISG-high T,cSLE33,cSLE,5419,95,95,2031,4,1.7530909761948699,1.7530909761948699,0.19694731659281142 +sle,ISG-high T,cHD10,cHD,4409,28,28,2158,1,0.6350646405080517,0.6350646405080517,0.04633920296570899 +sle,ISG-high T,cHD11,cHD,4206,23,23,2092,5,0.5468378506894912,0.5468378506894912,0.2390057361376673 +sle,ISG-high T,cHD8,cHD,4603,30,30,1981,9,0.651748859439496,0.651748859439496,0.4543160020191822 +sle,ISG-high T,cHD9,cHD,4414,66,66,2012,13,1.4952424105120072,1.4952424105120072,0.6461232604373758 +sle,ISG-high T,aHD1,aHD,5490,71,71,2237,9,1.2932604735883424,1.2932604735883424,0.40232454179704963 +sle,ISG-high T,aHD3,aHD,3347,9,9,1530,4,0.268897520167314,0.268897520167314,0.26143790849673204 +sle,ISG-high T,aSLE1,aSLE,2686,1875,1875,1726,322,69.80640357408787,69.80640357408787,18.6558516801854 +sle,ISG-high T,aSLE2,aSLE,1834,1064,1064,1305,292,58.01526717557252,58.01526717557252,22.375478927203066 +sle,ISG-high T,aSLE3,aSLE,4931,73,73,2203,10,1.480429933076455,1.480429933076455,0.45392646391284613 +sle,ISG-high T,aSLE4,aSLE,3379,11,11,1823,5,0.32554010062148564,0.32554010062148564,0.27427317608337903 +sle,ISG-high T,aHD4,aHD,4469,21,21,2166,4,0.4699037816066234,0.4699037816066234,0.18467220683287167 +sle,ISG-high T,aHD5,aHD,4134,15,15,1716,1,0.36284470246734396,0.36284470246734396,0.05827505827505827 +sle,ISG-high T,aHD6,aHD,10264,59,59,2616,11,0.5748246297739673,0.5748246297739673,0.42048929663608564 +sle,ISG-high T,aSLE5,aSLE,3399,418,418,1980,65,12.297734627831716,12.297734627831716,3.282828282828283 +sle,ISG-high T,aSLE6,aSLE,2446,320,320,2036,50,13.082583810302534,13.082583810302534,2.4557956777996073 +sle,ISG-high T,aSLE7,aSLE,2055,6,6,1906,2,0.291970802919708,0.291970802919708,0.1049317943336831 +sle,DN2 / ABC B,cSLE1,cSLE,1444,22,22,1224,1,1.5235457063711912,1.5235457063711912,0.08169934640522876 +sle,DN2 / ABC B,cSLE2,cSLE,1025,7,7,648,0,0.6829268292682927,0.6829268292682927,0.0 +sle,DN2 / ABC B,cSLE3,cSLE,427,6,6,367,0,1.405152224824356,1.405152224824356,0.0 +sle,DN2 / ABC B,cSLE4,cSLE,457,7,7,246,1,1.5317286652078774,1.5317286652078774,0.4065040650406504 +sle,DN2 / ABC B,cSLE5,cSLE,402,5,5,353,1,1.243781094527363,1.243781094527363,0.28328611898017 +sle,DN2 / ABC B,cSLE6,cSLE,407,0,0,224,1,0.0,0.0,0.44642857142857145 +sle,DN2 / ABC B,cSLE7,cSLE,404,6,6,359,1,1.4851485148514851,1.4851485148514851,0.2785515320334262 +sle,DN2 / ABC B,cSLE8,cSLE,570,41,41,326,2,7.192982456140351,7.192982456140351,0.6134969325153374 +sle,DN2 / ABC B,cSLE10,cSLE,1491,28,28,353,0,1.8779342723004695,1.8779342723004695,0.0 +sle,DN2 / ABC B,cSLE11,cSLE,1734,36,36,169,1,2.0761245674740483,2.0761245674740483,0.591715976331361 +sle,DN2 / ABC B,cSLE9,cSLE,674,8,8,189,0,1.1869436201780414,1.1869436201780414,0.0 +sle,DN2 / ABC B,cHD1,cHD,1913,19,19,455,3,0.9932043910088866,0.9932043910088866,0.6593406593406593 +sle,DN2 / ABC B,cSLE12,cSLE,114,5,5,109,0,4.385964912280702,4.385964912280702,0.0 +sle,DN2 / ABC B,cSLE13,cSLE,718,29,29,553,1,4.03899721448468,4.03899721448468,0.18083182640144665 +sle,DN2 / ABC B,cSLE14,cSLE,29,5,5,73,0,17.24137931034483,17.24137931034483,0.0 +sle,DN2 / ABC B,cSLE15,cSLE,513,6,6,289,0,1.1695906432748537,1.1695906432748537,0.0 +sle,DN2 / ABC B,cSLE16,cSLE,615,27,27,289,0,4.390243902439025,4.390243902439025,0.0 +sle,DN2 / ABC B,cSLE17,cSLE,1056,31,31,530,0,2.9356060606060606,2.9356060606060606,0.0 +sle,DN2 / ABC B,cHD2,cHD,1305,17,17,489,2,1.3026819923371646,1.3026819923371646,0.40899795501022496 +sle,DN2 / ABC B,cHD3,cHD,802,5,5,285,0,0.6234413965087282,0.6234413965087282,0.0 +sle,DN2 / ABC B,cSLE18,cSLE,939,101,101,680,0,10.75612353567625,10.75612353567625,0.0 +sle,DN2 / ABC B,cSLE19,cSLE,442,28,28,242,0,6.334841628959276,6.334841628959276,0.0 +sle,DN2 / ABC B,cSLE20,cSLE,260,2,2,342,1,0.7692307692307693,0.7692307692307693,0.29239766081871343 +sle,DN2 / ABC B,cSLE21,cSLE,407,61,61,449,1,14.987714987714988,14.987714987714988,0.22271714922049 +sle,DN2 / ABC B,cSLE22,cSLE,332,4,4,203,0,1.2048192771084338,1.2048192771084338,0.0 +sle,DN2 / ABC B,cSLE23,cSLE,488,64,64,324,3,13.114754098360656,13.114754098360656,0.9259259259259259 +sle,DN2 / ABC B,cHD4,cHD,473,10,10,308,1,2.1141649048625792,2.1141649048625792,0.3246753246753247 +sle,DN2 / ABC B,cHD5,cHD,498,9,9,315,2,1.8072289156626506,1.8072289156626506,0.6349206349206349 +sle,DN2 / ABC B,cSLE24,cSLE,1130,43,43,893,1,3.8053097345132745,3.8053097345132745,0.11198208286674133 +sle,DN2 / ABC B,cSLE25,cSLE,635,10,10,396,0,1.5748031496062993,1.5748031496062993,0.0 +sle,DN2 / ABC B,cSLE26,cSLE,898,31,31,568,1,3.4521158129175946,3.4521158129175946,0.176056338028169 +sle,DN2 / ABC B,cSLE27,cSLE,894,67,67,321,1,7.494407158836689,7.494407158836689,0.3115264797507788 +sle,DN2 / ABC B,cSLE28,cSLE,161,7,7,100,0,4.3478260869565215,4.3478260869565215,0.0 +sle,DN2 / ABC B,cSLE29,cSLE,172,10,10,259,1,5.813953488372093,5.813953488372093,0.3861003861003861 +sle,DN2 / ABC B,cHD6,cHD,1028,16,16,482,0,1.556420233463035,1.556420233463035,0.0 +sle,DN2 / ABC B,cHD7,cHD,860,12,12,433,0,1.3953488372093024,1.3953488372093024,0.0 +sle,DN2 / ABC B,cSLE30,cSLE,658,6,6,326,1,0.9118541033434651,0.9118541033434651,0.3067484662576687 +sle,DN2 / ABC B,cSLE31,cSLE,251,18,18,195,0,7.171314741035856,7.171314741035856,0.0 +sle,DN2 / ABC B,cSLE32,cSLE,829,7,7,266,2,0.8443908323281062,0.8443908323281062,0.7518796992481203 +sle,DN2 / ABC B,cSLE33,cSLE,1052,17,17,571,0,1.6159695817490494,1.6159695817490494,0.0 +sle,DN2 / ABC B,cHD10,cHD,1100,12,12,682,1,1.0909090909090908,1.0909090909090908,0.1466275659824047 +sle,DN2 / ABC B,cHD11,cHD,792,8,8,426,2,1.0101010101010102,1.0101010101010102,0.4694835680751174 +sle,DN2 / ABC B,cHD8,cHD,798,16,16,402,3,2.0050125313283207,2.0050125313283207,0.746268656716418 +sle,DN2 / ABC B,cHD9,cHD,913,9,9,466,0,0.9857612267250822,0.9857612267250822,0.0 +sle,DN2 / ABC B,aHD1,aHD,370,5,5,242,0,1.3513513513513513,1.3513513513513513,0.0 +sle,DN2 / ABC B,aHD3,aHD,412,5,5,172,1,1.2135922330097086,1.2135922330097086,0.5813953488372093 +sle,DN2 / ABC B,aSLE1,aSLE,82,5,5,80,0,6.097560975609756,6.097560975609756,0.0 +sle,DN2 / ABC B,aSLE2,aSLE,86,9,9,93,0,10.465116279069768,10.465116279069768,0.0 +sle,DN2 / ABC B,aSLE3,aSLE,336,10,10,199,1,2.9761904761904763,2.9761904761904763,0.5025125628140703 +sle,DN2 / ABC B,aSLE4,aSLE,130,3,3,164,1,2.3076923076923075,2.3076923076923075,0.6097560975609756 +sle,DN2 / ABC B,aHD4,aHD,633,2,2,431,0,0.315955766192733,0.315955766192733,0.0 +sle,DN2 / ABC B,aHD5,aHD,531,6,6,216,1,1.1299435028248588,1.1299435028248588,0.46296296296296297 +sle,DN2 / ABC B,aHD6,aHD,496,5,5,160,0,1.0080645161290323,1.0080645161290323,0.0 +sle,DN2 / ABC B,aSLE5,aSLE,146,1,1,185,0,0.684931506849315,0.684931506849315,0.0 +sle,DN2 / ABC B,aSLE6,aSLE,24,1,1,103,1,4.166666666666667,4.166666666666667,0.970873786407767 +sle,DN2 / ABC B,aSLE7,aSLE,132,1,1,87,0,0.7575757575757576,0.7575757575757576,0.0 +sle,HSPC,cSLE1,cSLE,4640,0,0,3000,0,0.0,0.0,0.0 +sle,HSPC,cSLE2,cSLE,5192,1,1,3000,0,0.01926040061633282,0.01926040061633282,0.0 +sle,HSPC,cSLE3,cSLE,3893,0,0,3000,1,0.0,0.0,0.03333333333333333 +sle,HSPC,cSLE4,cSLE,6171,0,0,3000,0,0.0,0.0,0.0 +sle,HSPC,cSLE5,cSLE,4213,2,2,3000,0,0.047472110135295516,0.047472110135295516,0.0 +sle,HSPC,cSLE6,cSLE,5433,0,0,3000,0,0.0,0.0,0.0 +sle,HSPC,cSLE7,cSLE,3897,2,2,3000,0,0.051321529381575574,0.051321529381575574,0.0 +sle,HSPC,cSLE8,cSLE,6245,2,2,3000,0,0.032025620496397116,0.032025620496397116,0.0 +sle,HSPC,cSLE10,cSLE,13448,12,12,3000,2,0.08923259964306961,0.08923259964306961,0.06666666666666667 +sle,HSPC,cSLE11,cSLE,10155,1,1,3000,0,0.009847365829640572,0.009847365829640572,0.0 +sle,HSPC,cSLE9,cSLE,13561,15,15,3000,0,0.11061131185015854,0.11061131185015854,0.0 +sle,HSPC,cHD1,cHD,13437,3,3,3000,0,0.022326412145568207,0.022326412145568207,0.0 +sle,HSPC,cSLE12,cSLE,5400,14,14,3000,0,0.25925925925925924,0.25925925925925924,0.0 +sle,HSPC,cSLE13,cSLE,5313,4,4,3000,0,0.07528703180877094,0.07528703180877094,0.0 +sle,HSPC,cSLE14,cSLE,4458,13,13,3000,0,0.29161058770749215,0.29161058770749215,0.0 +sle,HSPC,cSLE15,cSLE,6427,1,1,3000,0,0.015559358954411079,0.015559358954411079,0.0 +sle,HSPC,cSLE16,cSLE,5560,2,2,3000,0,0.03597122302158273,0.03597122302158273,0.0 +sle,HSPC,cSLE17,cSLE,6135,3,3,3000,0,0.0488997555012225,0.0488997555012225,0.0 +sle,HSPC,cHD2,cHD,8857,7,7,3000,0,0.07903353279891612,0.07903353279891612,0.0 +sle,HSPC,cHD3,cHD,8999,5,5,3000,0,0.055561729081009,0.055561729081009,0.0 +sle,HSPC,cSLE18,cSLE,3049,1,1,3000,1,0.032797638570022956,0.032797638570022956,0.03333333333333333 +sle,HSPC,cSLE19,cSLE,6703,1,1,3000,0,0.01491869312248247,0.01491869312248247,0.0 +sle,HSPC,cSLE20,cSLE,5454,4,4,3000,0,0.07334066740007333,0.07334066740007333,0.0 +sle,HSPC,cSLE21,cSLE,2784,1,1,3000,1,0.035919540229885055,0.035919540229885055,0.03333333333333333 +sle,HSPC,cSLE22,cSLE,5003,5,5,3000,0,0.09994003597841296,0.09994003597841296,0.0 +sle,HSPC,cSLE23,cSLE,3646,6,6,3000,2,0.16456390565002743,0.16456390565002743,0.06666666666666667 +sle,HSPC,cHD4,cHD,6027,3,3,3000,0,0.049776007964161276,0.049776007964161276,0.0 +sle,HSPC,cHD5,cHD,5505,0,0,3000,0,0.0,0.0,0.0 +sle,HSPC,cSLE24,cSLE,5577,4,4,3000,0,0.07172314864622557,0.07172314864622557,0.0 +sle,HSPC,cSLE25,cSLE,4911,3,3,3000,1,0.06108735491753207,0.06108735491753207,0.03333333333333333 +sle,HSPC,cSLE26,cSLE,5670,0,0,3000,0,0.0,0.0,0.0 +sle,HSPC,cSLE27,cSLE,6017,4,4,3000,1,0.06647831145088914,0.06647831145088914,0.03333333333333333 +sle,HSPC,cSLE28,cSLE,4748,2,2,3000,0,0.04212299915754002,0.04212299915754002,0.0 +sle,HSPC,cSLE29,cSLE,5754,3,3,3000,0,0.05213764337851929,0.05213764337851929,0.0 +sle,HSPC,cHD6,cHD,7937,1,1,3000,0,0.012599218848431397,0.012599218848431397,0.0 +sle,HSPC,cHD7,cHD,7176,1,1,3000,0,0.013935340022296544,0.013935340022296544,0.0 +sle,HSPC,cSLE30,cSLE,7645,2,2,3000,0,0.026160889470241987,0.026160889470241987,0.0 +sle,HSPC,cSLE31,cSLE,4448,6,6,3000,0,0.13489208633093525,0.13489208633093525,0.0 +sle,HSPC,cSLE32,cSLE,6643,7,7,3000,0,0.1053740779768177,0.1053740779768177,0.0 +sle,HSPC,cSLE33,cSLE,7645,2,2,3000,0,0.026160889470241987,0.026160889470241987,0.0 +sle,HSPC,cHD10,cHD,6268,5,5,3000,0,0.0797702616464582,0.0797702616464582,0.0 +sle,HSPC,cHD11,cHD,6659,7,7,3000,0,0.10512088902237574,0.10512088902237574,0.0 +sle,HSPC,cHD8,cHD,7384,15,15,3000,0,0.20314192849404117,0.20314192849404117,0.0 +sle,HSPC,cHD9,cHD,7316,10,10,3000,0,0.1366867140513942,0.1366867140513942,0.0 +sle,HSPC,aHD1,aHD,7198,10,10,3000,0,0.13892747985551543,0.13892747985551543,0.0 +sle,HSPC,aHD3,aHD,7191,14,14,3000,0,0.19468780419969406,0.19468780419969406,0.0 +sle,HSPC,aSLE1,aSLE,4321,3,3,3000,0,0.06942837306179125,0.06942837306179125,0.0 +sle,HSPC,aSLE2,aSLE,4521,7,7,3000,0,0.15483300154833002,0.15483300154833002,0.0 +sle,HSPC,aSLE3,aSLE,7462,5,5,3000,1,0.06700616456714018,0.06700616456714018,0.03333333333333333 +sle,HSPC,aSLE4,aSLE,6209,14,14,3000,1,0.2254791431792559,0.2254791431792559,0.03333333333333333 +sle,HSPC,aHD4,aHD,6643,4,4,3000,0,0.06021375884389583,0.06021375884389583,0.0 +sle,HSPC,aHD5,aHD,8141,14,14,3000,0,0.17196904557179707,0.17196904557179707,0.0 +sle,HSPC,aHD6,aHD,12267,6,6,3000,0,0.048911714355588165,0.048911714355588165,0.0 +sle,HSPC,aSLE5,aSLE,4588,2,2,3000,0,0.043591979075850044,0.043591979075850044,0.0 +sle,HSPC,aSLE6,aSLE,3730,1,1,3000,0,0.02680965147453083,0.02680965147453083,0.0 +sle,HSPC,aSLE7,aSLE,4561,5,5,3000,1,0.10962508221881166,0.10962508221881166,0.03333333333333333 +sle,Cytotoxic CD4 T,cSLE1,cSLE,682,0,0,481,1,0.0,0.0,0.2079002079002079 +sle,Cytotoxic CD4 T,cSLE2,cSLE,921,3,3,936,3,0.3257328990228013,0.3257328990228013,0.32051282051282054 +sle,Cytotoxic CD4 T,cSLE3,cSLE,618,10,10,596,6,1.6181229773462784,1.6181229773462784,1.0067114093959733 +sle,Cytotoxic CD4 T,cSLE4,cSLE,1357,5,5,933,4,0.36845983787767134,0.36845983787767134,0.4287245444801715 +sle,Cytotoxic CD4 T,cSLE5,cSLE,1030,4,4,1212,5,0.3883495145631068,0.3883495145631068,0.41254125412541254 +sle,Cytotoxic CD4 T,cSLE6,cSLE,889,4,4,1095,11,0.4499437570303712,0.4499437570303712,1.004566210045662 +sle,Cytotoxic CD4 T,cSLE7,cSLE,1136,7,7,1090,13,0.6161971830985915,0.6161971830985915,1.1926605504587156 +sle,Cytotoxic CD4 T,cSLE8,cSLE,1703,26,26,1580,21,1.5267175572519085,1.5267175572519085,1.3291139240506329 +sle,Cytotoxic CD4 T,cSLE10,cSLE,4022,6,6,1437,12,0.14917951268025859,0.14917951268025859,0.8350730688935282 +sle,Cytotoxic CD4 T,cSLE11,cSLE,930,19,19,703,6,2.043010752688172,2.043010752688172,0.8534850640113798 +sle,Cytotoxic CD4 T,cSLE9,cSLE,4480,23,23,1650,6,0.5133928571428571,0.5133928571428571,0.36363636363636365 +sle,Cytotoxic CD4 T,cHD1,cHD,2795,71,71,1085,25,2.5402504472271916,2.5402504472271916,2.304147465437788 +sle,Cytotoxic CD4 T,cSLE12,cSLE,1399,11,11,1883,3,0.7862759113652609,0.7862759113652609,0.15932023366967604 +sle,Cytotoxic CD4 T,cSLE13,cSLE,1337,34,34,1228,18,2.543006731488407,2.543006731488407,1.4657980456026058 +sle,Cytotoxic CD4 T,cSLE14,cSLE,680,243,243,483,13,35.73529411764706,35.73529411764706,2.691511387163561 +sle,Cytotoxic CD4 T,cSLE15,cSLE,2887,51,51,1964,12,1.766539660547281,1.766539660547281,0.6109979633401222 +sle,Cytotoxic CD4 T,cSLE16,cSLE,2680,13,13,1905,5,0.48507462686567165,0.48507462686567165,0.26246719160104987 +sle,Cytotoxic CD4 T,cSLE17,cSLE,1460,11,11,1298,6,0.7534246575342466,0.7534246575342466,0.4622496147919877 +sle,Cytotoxic CD4 T,cHD2,cHD,3295,69,69,1707,11,2.094081942336874,2.094081942336874,0.6444053895723492 +sle,Cytotoxic CD4 T,cHD3,cHD,2998,144,144,1587,13,4.803202134756504,4.803202134756504,0.8191556395715186 +sle,Cytotoxic CD4 T,cSLE18,cSLE,300,21,21,497,3,7.0,7.0,0.6036217303822937 +sle,Cytotoxic CD4 T,cSLE19,cSLE,2224,101,101,1143,13,4.5413669064748206,4.5413669064748206,1.1373578302712162 +sle,Cytotoxic CD4 T,cSLE20,cSLE,2237,39,39,1508,17,1.743406347787215,1.743406347787215,1.1273209549071619 +sle,Cytotoxic CD4 T,cSLE21,cSLE,633,40,40,898,30,6.3191153238546605,6.3191153238546605,3.34075723830735 +sle,Cytotoxic CD4 T,cSLE22,cSLE,2151,6,6,1845,12,0.2789400278940028,0.2789400278940028,0.6504065040650406 +sle,Cytotoxic CD4 T,cSLE23,cSLE,797,14,14,1053,21,1.7565872020075282,1.7565872020075282,1.9943019943019944 +sle,Cytotoxic CD4 T,cHD4,cHD,2312,84,84,1517,15,3.633217993079585,3.633217993079585,0.988793671720501 +sle,Cytotoxic CD4 T,cHD5,cHD,1141,49,49,1126,20,4.294478527607362,4.294478527607362,1.7761989342806395 +sle,Cytotoxic CD4 T,cSLE24,cSLE,1123,48,48,837,16,4.27426536064114,4.27426536064114,1.911589008363202 +sle,Cytotoxic CD4 T,cSLE25,cSLE,939,8,8,948,13,0.8519701810436635,0.8519701810436635,1.371308016877637 +sle,Cytotoxic CD4 T,cSLE26,cSLE,1488,14,14,1122,5,0.9408602150537635,0.9408602150537635,0.44563279857397503 +sle,Cytotoxic CD4 T,cSLE27,cSLE,1332,67,67,903,5,5.03003003003003,5.03003003003003,0.5537098560354374 +sle,Cytotoxic CD4 T,cSLE28,cSLE,592,8,8,953,10,1.3513513513513513,1.3513513513513513,1.0493179433368311 +sle,Cytotoxic CD4 T,cSLE29,cSLE,1250,30,30,1486,39,2.4,2.4,2.624495289367429 +sle,Cytotoxic CD4 T,cHD6,cHD,3306,13,13,1821,8,0.3932244404113733,0.3932244404113733,0.43931905546403077 +sle,Cytotoxic CD4 T,cHD7,cHD,2260,19,19,1826,11,0.8407079646017699,0.8407079646017699,0.6024096385542169 +sle,Cytotoxic CD4 T,cSLE30,cSLE,3014,9,9,1677,13,0.298606502986065,0.298606502986065,0.7751937984496124 +sle,Cytotoxic CD4 T,cSLE31,cSLE,1739,13,13,1671,14,0.7475560667050029,0.7475560667050029,0.8378216636744464 +sle,Cytotoxic CD4 T,cSLE32,cSLE,1323,111,111,1065,36,8.390022675736962,8.390022675736962,3.380281690140845 +sle,Cytotoxic CD4 T,cSLE33,cSLE,1934,18,18,1474,16,0.9307135470527405,0.9307135470527405,1.0854816824966078 +sle,Cytotoxic CD4 T,cHD10,cHD,2520,1,1,1705,6,0.03968253968253968,0.03968253968253968,0.3519061583577713 +sle,Cytotoxic CD4 T,cHD11,cHD,2590,1,1,1622,14,0.03861003861003861,0.03861003861003861,0.8631319358816276 +sle,Cytotoxic CD4 T,cHD8,cHD,2144,40,40,1364,25,1.8656716417910448,1.8656716417910448,1.8328445747800586 +sle,Cytotoxic CD4 T,cHD9,cHD,2301,19,19,1516,8,0.8257279443720121,0.8257279443720121,0.5277044854881267 +sle,Cytotoxic CD4 T,aHD1,aHD,3071,37,37,1608,18,1.2048192771084338,1.2048192771084338,1.1194029850746268 +sle,Cytotoxic CD4 T,aHD3,aHD,1589,54,54,958,21,3.3983637507866584,3.3983637507866584,2.1920668058455113 +sle,Cytotoxic CD4 T,aSLE1,aSLE,516,70,70,590,23,13.565891472868216,13.565891472868216,3.8983050847457625 +sle,Cytotoxic CD4 T,aSLE2,aSLE,565,31,31,588,16,5.486725663716814,5.486725663716814,2.7210884353741496 +sle,Cytotoxic CD4 T,aSLE3,aSLE,3136,6,6,1731,8,0.1913265306122449,0.1913265306122449,0.4621606008087811 +sle,Cytotoxic CD4 T,aSLE4,aSLE,1688,57,57,1181,24,3.376777251184834,3.376777251184834,2.032176121930567 +sle,Cytotoxic CD4 T,aHD4,aHD,2612,24,24,1378,33,0.9188361408882083,0.9188361408882083,2.39477503628447 +sle,Cytotoxic CD4 T,aHD5,aHD,2521,12,12,1227,12,0.4760015866719556,0.4760015866719556,0.9779951100244498 +sle,Cytotoxic CD4 T,aHD6,aHD,7462,14,14,2040,16,0.18761726078799248,0.18761726078799248,0.7843137254901961 +sle,Cytotoxic CD4 T,aSLE5,aSLE,1085,15,15,1015,29,1.3824884792626728,1.3824884792626728,2.857142857142857 +sle,Cytotoxic CD4 T,aSLE6,aSLE,1780,0,0,1474,5,0.0,0.0,0.33921302578018997 +sle,Cytotoxic CD4 T,aSLE7,aSLE,1220,8,8,1336,22,0.6557377049180327,0.6557377049180327,1.6467065868263473 +sle,Granulocyte-like (LDG),cSLE1,cSLE,4640,40,40,3000,2,0.8620689655172413,0.8620689655172413,0.06666666666666667 +sle,Granulocyte-like (LDG),cSLE2,cSLE,5192,15,15,3000,1,0.2889060092449923,0.2889060092449923,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE3,cSLE,3893,38,38,3000,1,0.9761109684048291,0.9761109684048291,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE4,cSLE,6171,53,53,3000,1,0.8588559390698428,0.8588559390698428,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE5,cSLE,4213,31,31,3000,1,0.7358177070970805,0.7358177070970805,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE6,cSLE,5433,37,37,3000,0,0.6810233756672188,0.6810233756672188,0.0 +sle,Granulocyte-like (LDG),cSLE7,cSLE,3897,52,52,3000,0,1.3343597639209648,1.3343597639209648,0.0 +sle,Granulocyte-like (LDG),cSLE8,cSLE,6245,11,11,3000,0,0.17614091273018415,0.17614091273018415,0.0 +sle,Granulocyte-like (LDG),cSLE10,cSLE,13448,140,140,3000,1,1.041046995835812,1.041046995835812,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE11,cSLE,10155,543,543,3000,1,5.34711964549483,5.34711964549483,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE9,cSLE,13561,109,109,3000,0,0.8037755327778188,0.8037755327778188,0.0 +sle,Granulocyte-like (LDG),cHD1,cHD,13437,86,86,3000,0,0.6400238148396219,0.6400238148396219,0.0 +sle,Granulocyte-like (LDG),cSLE12,cSLE,5400,75,75,3000,1,1.3888888888888888,1.3888888888888888,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE13,cSLE,5313,63,63,3000,0,1.1857707509881423,1.1857707509881423,0.0 +sle,Granulocyte-like (LDG),cSLE14,cSLE,4458,66,66,3000,0,1.4804845222072678,1.4804845222072678,0.0 +sle,Granulocyte-like (LDG),cSLE15,cSLE,6427,12,12,3000,0,0.18671230745293294,0.18671230745293294,0.0 +sle,Granulocyte-like (LDG),cSLE16,cSLE,5560,18,18,3000,0,0.3237410071942446,0.3237410071942446,0.0 +sle,Granulocyte-like (LDG),cSLE17,cSLE,6135,66,66,3000,0,1.075794621026895,1.075794621026895,0.0 +sle,Granulocyte-like (LDG),cHD2,cHD,8857,27,27,3000,0,0.304843626510105,0.304843626510105,0.0 +sle,Granulocyte-like (LDG),cHD3,cHD,8999,53,53,3000,0,0.5889543282586954,0.5889543282586954,0.0 +sle,Granulocyte-like (LDG),cSLE18,cSLE,3049,58,58,3000,3,1.9022630370613316,1.9022630370613316,0.1 +sle,Granulocyte-like (LDG),cSLE19,cSLE,6703,15,15,3000,0,0.22378039683723705,0.22378039683723705,0.0 +sle,Granulocyte-like (LDG),cSLE20,cSLE,5454,20,20,3000,0,0.3667033370003667,0.3667033370003667,0.0 +sle,Granulocyte-like (LDG),cSLE21,cSLE,2784,8,8,3000,1,0.28735632183908044,0.28735632183908044,0.03333333333333333 +sle,Granulocyte-like (LDG),cSLE22,cSLE,5003,18,18,3000,0,0.3597841295222866,0.3597841295222866,0.0 +sle,Granulocyte-like (LDG),cSLE23,cSLE,3646,26,26,3000,0,0.7131102578167855,0.7131102578167855,0.0 +sle,Granulocyte-like (LDG),cHD4,cHD,6027,19,19,3000,0,0.31524805043968807,0.31524805043968807,0.0 +sle,Granulocyte-like (LDG),cHD5,cHD,5505,11,11,3000,0,0.19981834695731154,0.19981834695731154,0.0 +sle,Granulocyte-like (LDG),cSLE24,cSLE,5577,31,31,3000,0,0.5558544020082482,0.5558544020082482,0.0 +sle,Granulocyte-like (LDG),cSLE25,cSLE,4911,44,44,3000,0,0.8959478721238037,0.8959478721238037,0.0 +sle,Granulocyte-like (LDG),cSLE26,cSLE,5670,46,46,3000,0,0.8112874779541446,0.8112874779541446,0.0 +sle,Granulocyte-like (LDG),cSLE27,cSLE,6017,69,69,3000,0,1.1467508725278377,1.1467508725278377,0.0 +sle,Granulocyte-like (LDG),cSLE28,cSLE,4748,49,49,3000,0,1.0320134793597304,1.0320134793597304,0.0 +sle,Granulocyte-like (LDG),cSLE29,cSLE,5754,17,17,3000,0,0.2954466458116093,0.2954466458116093,0.0 +sle,Granulocyte-like (LDG),cHD6,cHD,7937,12,12,3000,0,0.15119062618117676,0.15119062618117676,0.0 +sle,Granulocyte-like (LDG),cHD7,cHD,7176,9,9,3000,0,0.1254180602006689,0.1254180602006689,0.0 +sle,Granulocyte-like (LDG),cSLE30,cSLE,7645,36,36,3000,0,0.4708960104643558,0.4708960104643558,0.0 +sle,Granulocyte-like (LDG),cSLE31,cSLE,4448,15,15,3000,0,0.33723021582733814,0.33723021582733814,0.0 +sle,Granulocyte-like (LDG),cSLE32,cSLE,6643,68,68,3000,0,1.0236339003462291,1.0236339003462291,0.0 +sle,Granulocyte-like (LDG),cSLE33,cSLE,7645,10,10,3000,0,0.13080444735120994,0.13080444735120994,0.0 +sle,Granulocyte-like (LDG),cHD10,cHD,6268,9,9,3000,0,0.14358647096362476,0.14358647096362476,0.0 +sle,Granulocyte-like (LDG),cHD11,cHD,6659,24,24,3000,1,0.36041447664814535,0.36041447664814535,0.03333333333333333 +sle,Granulocyte-like (LDG),cHD8,cHD,7384,39,39,3000,0,0.528169014084507,0.528169014084507,0.0 +sle,Granulocyte-like (LDG),cHD9,cHD,7316,28,28,3000,0,0.3827227993439038,0.3827227993439038,0.0 +sle,Granulocyte-like (LDG),aHD1,aHD,7198,11,11,3000,0,0.15282022784106697,0.15282022784106697,0.0 +sle,Granulocyte-like (LDG),aHD3,aHD,7191,76,76,3000,0,1.0568766513697678,1.0568766513697678,0.0 +sle,Granulocyte-like (LDG),aSLE1,aSLE,4321,39,39,3000,0,0.9025688498032862,0.9025688498032862,0.0 +sle,Granulocyte-like (LDG),aSLE2,aSLE,4521,60,60,3000,0,1.3271400132714002,1.3271400132714002,0.0 +sle,Granulocyte-like (LDG),aSLE3,aSLE,7462,43,43,3000,0,0.5762530152774055,0.5762530152774055,0.0 +sle,Granulocyte-like (LDG),aSLE4,aSLE,6209,41,41,3000,0,0.6603317764535352,0.6603317764535352,0.0 +sle,Granulocyte-like (LDG),aHD4,aHD,6643,13,13,3000,0,0.19569471624266144,0.19569471624266144,0.0 +sle,Granulocyte-like (LDG),aHD5,aHD,8141,81,81,3000,0,0.9949637636653974,0.9949637636653974,0.0 +sle,Granulocyte-like (LDG),aHD6,aHD,12267,16,16,3000,0,0.13043123828156844,0.13043123828156844,0.0 +sle,Granulocyte-like (LDG),aSLE5,aSLE,4588,27,27,3000,1,0.5884917175239756,0.5884917175239756,0.03333333333333333 +sle,Granulocyte-like (LDG),aSLE6,aSLE,3730,41,41,3000,0,1.0991957104557641,1.0991957104557641,0.0 +sle,Granulocyte-like (LDG),aSLE7,aSLE,4561,33,33,3000,2,0.723525542644157,0.723525542644157,0.06666666666666667 +sle,Platelet signal in monocytes (negative control),cSLE1,cSLE,1396,27,27,711,6,1.9340974212034383,1.9340974212034383,0.8438818565400844 +sle,Platelet signal in monocytes (negative control),cSLE2,cSLE,1322,9,8,625,15,0.680786686838124,0.6051437216338881,2.4 +sle,Platelet signal in monocytes (negative control),cSLE3,cSLE,1438,16,16,1064,24,1.1126564673157162,1.1126564673157162,2.255639097744361 +sle,Platelet signal in monocytes (negative control),cSLE4,cSLE,2201,28,28,864,14,1.2721490231712858,1.2721490231712858,1.6203703703703705 +sle,Platelet signal in monocytes (negative control),cSLE5,cSLE,1240,32,31,704,15,2.5806451612903225,2.5,2.1306818181818183 +sle,Platelet signal in monocytes (negative control),cSLE6,cSLE,2389,38,35,960,13,1.590623691921306,1.4650481372959396,1.3541666666666667 +sle,Platelet signal in monocytes (negative control),cSLE7,cSLE,887,50,47,445,17,5.636978579481398,5.2987598647125145,3.8202247191011236 +sle,Platelet signal in monocytes (negative control),cSLE8,cSLE,366,6,5,43,1,1.639344262295082,1.366120218579235,2.3255813953488373 +sle,Platelet signal in monocytes (negative control),cSLE10,cSLE,4205,269,256,559,13,6.397146254458978,6.087990487514864,2.3255813953488373 +sle,Platelet signal in monocytes (negative control),cSLE11,cSLE,4452,339,330,992,29,7.61455525606469,7.412398921832884,2.9233870967741935 +sle,Platelet signal in monocytes (negative control),cSLE9,cSLE,2691,76,75,378,3,2.824228911185433,2.787068004459309,0.7936507936507936 +sle,Platelet signal in monocytes (negative control),cHD1,cHD,2116,193,184,354,3,9.120982986767485,8.695652173913043,0.847457627118644 +sle,Platelet signal in monocytes (negative control),cSLE12,cSLE,1614,314,305,455,6,19.454770755886,18.89714993804213,1.3186813186813187 +sle,Platelet signal in monocytes (negative control),cSLE13,cSLE,1157,77,76,419,10,6.65514261019879,6.568712186689715,2.386634844868735 +sle,Platelet signal in monocytes (negative control),cSLE14,cSLE,1850,144,140,674,24,7.783783783783784,7.5675675675675675,3.5608308605341246 +sle,Platelet signal in monocytes (negative control),cSLE15,cSLE,413,25,24,61,0,6.053268765133172,5.811138014527845,0.0 +sle,Platelet signal in monocytes (negative control),cSLE16,cSLE,468,32,30,63,1,6.837606837606837,6.410256410256411,1.5873015873015872 +sle,Platelet signal in monocytes (negative control),cSLE17,cSLE,1371,155,155,411,8,11.305616338439096,11.305616338439096,1.9464720194647203 +sle,Platelet signal in monocytes (negative control),cHD2,cHD,570,7,7,119,1,1.2280701754385965,1.2280701754385965,0.8403361344537815 +sle,Platelet signal in monocytes (negative control),cHD3,cHD,977,134,129,239,3,13.715455475946776,13.203684749232345,1.2552301255230125 +sle,Platelet signal in monocytes (negative control),cSLE18,cSLE,888,7,7,576,9,0.7882882882882883,0.7882882882882883,1.5625 +sle,Platelet signal in monocytes (negative control),cSLE19,cSLE,1146,59,57,240,2,5.148342059336824,4.973821989528796,0.8333333333333334 +sle,Platelet signal in monocytes (negative control),cSLE20,cSLE,595,43,42,191,3,7.226890756302521,7.0588235294117645,1.5706806282722514 +sle,Platelet signal in monocytes (negative control),cSLE21,cSLE,592,40,39,258,3,6.756756756756757,6.587837837837838,1.1627906976744187 +sle,Platelet signal in monocytes (negative control),cSLE22,cSLE,883,34,33,277,3,3.8505096262740657,3.737259343148358,1.0830324909747293 +sle,Platelet signal in monocytes (negative control),cSLE23,cSLE,768,166,159,272,9,21.614583333333332,20.703125,3.3088235294117645 +sle,Platelet signal in monocytes (negative control),cHD4,cHD,780,40,37,167,0,5.128205128205129,4.743589743589744,0.0 +sle,Platelet signal in monocytes (negative control),cHD5,cHD,885,35,33,271,4,3.9548022598870056,3.7288135593220337,1.4760147601476015 +sle,Platelet signal in monocytes (negative control),cSLE24,cSLE,748,25,23,133,2,3.342245989304813,3.0748663101604277,1.5037593984962405 +sle,Platelet signal in monocytes (negative control),cSLE25,cSLE,1726,11,10,868,17,0.6373117033603708,0.5793742757821553,1.9585253456221199 +sle,Platelet signal in monocytes (negative control),cSLE26,cSLE,1240,49,47,469,9,3.9516129032258065,3.7903225806451615,1.9189765458422174 +sle,Platelet signal in monocytes (negative control),cSLE27,cSLE,1472,35,32,376,4,2.3777173913043477,2.1739130434782608,1.0638297872340425 +sle,Platelet signal in monocytes (negative control),cSLE28,cSLE,2177,51,49,997,19,2.3426734037666512,2.2508038585209005,1.9057171514543632 +sle,Platelet signal in monocytes (negative control),cSLE29,cSLE,528,45,44,73,1,8.522727272727273,8.333333333333334,1.36986301369863 +sle,Platelet signal in monocytes (negative control),cHD6,cHD,391,25,25,32,0,6.3938618925831205,6.3938618925831205,0.0 +sle,Platelet signal in monocytes (negative control),cHD7,cHD,548,35,34,66,0,6.386861313868613,6.204379562043796,0.0 +sle,Platelet signal in monocytes (negative control),cSLE30,cSLE,877,42,41,188,2,4.789053591790194,4.67502850627138,1.0638297872340425 +sle,Platelet signal in monocytes (negative control),cSLE31,cSLE,586,27,25,139,1,4.607508532423208,4.266211604095563,0.7194244604316546 +sle,Platelet signal in monocytes (negative control),cSLE32,cSLE,1119,24,23,340,3,2.1447721179624666,2.0554066130473636,0.8823529411764706 +sle,Platelet signal in monocytes (negative control),cSLE33,cSLE,746,16,16,122,0,2.1447721179624666,2.1447721179624666,0.0 +sle,Platelet signal in monocytes (negative control),cHD10,cHD,399,14,13,56,0,3.508771929824561,3.2581453634085213,0.0 +sle,Platelet signal in monocytes (negative control),cHD11,cHD,896,17,17,217,4,1.8973214285714286,1.8973214285714286,1.8433179723502304 +sle,Platelet signal in monocytes (negative control),cHD8,cHD,523,95,93,135,1,18.164435946462714,17.782026768642446,0.7407407407407407 +sle,Platelet signal in monocytes (negative control),cHD9,cHD,1007,43,41,175,4,4.270109235352532,4.07149950347567,2.2857142857142856 +sle,Platelet signal in monocytes (negative control),aHD1,aHD,807,26,24,136,2,3.22180916976456,2.973977695167286,1.4705882352941178 +sle,Platelet signal in monocytes (negative control),aHD3,aHD,2440,105,98,765,18,4.30327868852459,4.016393442622951,2.3529411764705883 +sle,Platelet signal in monocytes (negative control),aSLE1,aSLE,904,112,111,250,7,12.389380530973451,12.278761061946902,2.8 +sle,Platelet signal in monocytes (negative control),aSLE2,aSLE,2206,195,186,950,20,8.83952855847688,8.43155031731641,2.1052631578947367 +sle,Platelet signal in monocytes (negative control),aSLE3,aSLE,1852,54,51,357,4,2.915766738660907,2.75377969762419,1.1204481792717087 +sle,Platelet signal in monocytes (negative control),aSLE4,aSLE,1657,166,151,432,6,10.018105009052505,9.112854556427278,1.3888888888888888 +sle,Platelet signal in monocytes (negative control),aHD4,aHD,667,19,19,79,0,2.848575712143928,2.848575712143928,0.0 +sle,Platelet signal in monocytes (negative control),aHD5,aHD,2204,39,35,649,11,1.7695099818511797,1.588021778584392,1.694915254237288 +sle,Platelet signal in monocytes (negative control),aHD6,aHD,501,11,10,36,0,2.1956087824351296,1.996007984031936,0.0 +sle,Platelet signal in monocytes (negative control),aSLE5,aSLE,776,19,18,282,4,2.448453608247423,2.3195876288659796,1.4184397163120568 +sle,Platelet signal in monocytes (negative control),aSLE6,aSLE,1168,26,24,632,16,2.2260273972602738,2.0547945205479454,2.5316455696202533 +sle,Platelet signal in monocytes (negative control),aSLE7,aSLE,1076,67,64,487,9,6.226765799256506,5.947955390334572,1.8480492813141685