Datasets:

just-dna-seq
/

gnomad_constraint

gene large_stringlengths 2 15	gene_id large_stringlengths 15 15	transcript large_stringlengths 15 15	mane_select bool 2 classes	pli float64 0 1 ⌀	loeuf float64 0.04 2 ⌀	oe_lof float64 0 7.72 ⌀	oe_lof_lower float64 0 1.91 ⌀	lof_z float64 -13.11 25.9 ⌀	mis_z float64 -15.7 16.1 ⌀	syn_z float64 -13.7 7.19 ⌀	oe_mis float64 0 2.86 ⌀	obs_lof int64 0 1.46k ⌀	exp_lof float64 0.07 3.18k ⌀	constraint_flags large_stringclasses 14 values
A1BG	ENSG00000121410	ENST00000263100	true	0	1.34	1.0454	0.822	-0.25212	-0.86092	-0.63549	1.0927	45	43.048	null
A1CF	ENSG00000148584	ENST00000373997	true	0	0.825	0.6432	0.506	2.5286	1.2373	0.017838	0.87591	45	69.962	null
A2M	ENSG00000175899	ENST00000318602	true	0	0.765	0.64522	0.546	3.6475	2.7587	1.8362	0.81308	95	147.24	null
A2ML1	ENSG00000166535	ENST00000299698	true	0	0.953	0.83042	0.725	1.8986	1.6571	0.95121	0.89262	145	174.61	null
A3GALT2	ENSG00000184389	ENST00000442999	true	0.000001	1.529	1.0219	0.698	-0.075727	-4.0799	-3.997	1.5718	17	16.635	outlier_mis
A4GALT	ENSG00000128274	ENST00000642412	true	0.075507	1.393	0.61633	0.302	0.82815	-0.27835	-1.1415	1.0343	4	6.49	null
A4GNT	ENSG00000118017	ENST00000236709	true	0.019136	1.375	0.70072	0.383	0.74202	1.064	0.50391	0.86061	6	8.5627	null
AAAS	ENSG00000094914	ENST00000209873	true	0	0.921	0.74437	0.605	1.9607	0.88677	0.30512	0.90971	61	81.949	null
AACS	ENSG00000081760	ENST00000316519	true	0	0.967	0.78685	0.643	1.6414	0.48387	0.48462	0.95578	65	82.607	null
AADAC	ENSG00000114771	ENST00000232892	true	0.000064	1.126	0.74131	0.501	1.0183	0.35127	0.67565	0.95629	16	21.584	null
AADACL2	ENSG00000197953	ENST00000356517	true	0	1.529	1.0541	0.741	-0.19957	0.46695	0.052456	0.93994	20	18.974	null
AADACL3	ENSG00000188984	ENST00000359318	true	0.00177	1.25	0.73695	0.454	0.821	0.13335	0.58064	0.98345	10	13.569	null
AADACL4	ENSG00000204518	ENST00000376221	true	0.011751	1.063	0.60894	0.366	1.2738	0.18346	0.94643	0.97844	9	14.78	null
AADAT	ENSG00000109576	ENST00000337664	true	0.46289	0.625	0.39335	0.255	2.955	2.025	0.26635	0.72351	13	33.05	null
AAGAB	ENSG00000103591	ENST00000261880	true	0	1.156	0.83853	0.617	0.7763	-1.0037	-0.008987	1.1581	27	32.199	null
AAK1	ENSG00000115977	ENST00000409085	true	0.99999	0.406	0.29613	0.218	5.7991	2.6964	-0.19531	0.77983	28	94.554	null
AAMDC	ENSG00000087884	ENST00000393427	true	0.000011	1.571	1.0119	0.667	-0.03735	0.17107	0.28365	0.9596	14	13.836	null
AAMP	ENSG00000127837	ENST00000248450	true	0.99998	0.372	0.22979	0.146	4.7159	2.395	0.63624	0.72657	12	52.222	null
AANAT	ENSG00000129673	ENST00000392492	true	0.000688	1.283	0.77559	0.487	0.71606	-0.46577	-0.95709	1.0783	11	14.183	null
AAR2	ENSG00000131043	ENST00000320849	true	0	1.472	1.0911	0.819	-0.41162	1.4072	0.71365	0.83064	31	28.411	null
AARD	ENSG00000205002	ENST00000378279	true	0.000429	1.719	1.0302	0.618	-0.07562	-0.86864	0.057878	1.1673	9	8.7362	null
AARS1	ENSG00000090861	ENST00000261772	true	0	0.772	0.6317	0.519	3.2614	1.0453	-0.004092	0.92023	69	109.23	null
AARS2	ENSG00000124608	ENST00000244571	true	0	0.752	0.62326	0.518	3.571	1.8985	1.1422	0.8584	78	125.15	null
AARSD1	ENSG00000266967	ENST00000427569	true	0	1.122	0.87754	0.692	0.75122	0.646	0.68847	0.92475	46	52.419	null
AASDH	ENSG00000157426	ENST00000205214	true	0	0.946	0.77308	0.635	1.8032	0.90632	1.8858	0.92836	68	87.96	null
AASDHPPT	ENSG00000149313	ENST00000278618	true	0.021762	0.754	0.48944	0.326	2.3948	0.43306	0.86042	0.93691	15	30.648	null
AASS	ENSG00000008311	ENST00000417368	true	0	0.948	0.78514	0.653	1.8145	1.5093	0.92372	0.87858	78	99.345	null
AATF	ENSG00000275700	ENST00000619387	true	0	1.033	0.80816	0.637	1.2263	0.88384	-0.2198	0.90625	46	56.919	null
AATK	ENSG00000181409	ENST00000326724	true	0	1.574	1.3225	1.115	-2.2665	-5.6829	-6.5136	1.3946	91	68.81	outlier_mis\|outlier_syn
ABAT	ENSG00000183044	ENST00000268251	true	0	0.871	0.6796	0.534	2.209	0.75346	-1.1377	0.92129	45	66.216	null
ABCA1	ENSG00000165029	ENST00000374736	true	0	0.563	0.48631	0.421	7.1162	3.076	1.3522	0.84358	130	267.32	null
ABCA10	ENSG00000154263	ENST00000690296	true	0	1.044	0.90668	0.789	0.97905	0.9632	0.63645	0.93472	139	153.31	null
ABCA12	ENSG00000144452	ENST00000272895	true	0	0.582	0.50866	0.444	7.149	2.9254	1.7845	0.85901	150	294.89	null
ABCA13	ENSG00000179869	ENST00000435803	true	0	1.063	0.98071	0.905	0.33829	-0.097771	-0.40071	1.0035	420	428.26	null
ABCA2	ENSG00000107331	ENST00000341511	true	0.99999	0.436	0.36299	0.303	8.1615	3.7441	-3.8076	0.81987	83	228.66	null
ABCA3	ENSG00000167972	ENST00000301732	true	0	0.612	0.51233	0.43	5.4153	1.3112	-1.1766	0.92574	88	171.76	null
ABCA4	ENSG00000198691	ENST00000370225	true	0	0.786	0.69695	0.618	4.2396	1.3815	0.32417	0.93067	190	272.62	null
ABCA5	ENSG00000154265	ENST00000392676	true	0	0.97	0.81258	0.683	1.6526	0.33724	0.22679	0.97454	88	108.3	null
ABCA6	ENSG00000154262	ENST00000284425	true	0	1.041	0.88865	0.76	1.0497	-0.3291	0.4385	1.0238	110	123.78	null
ABCA7	ENSG00000064687	ENST00000263094	true	0	1.368	1.2328	1.112	-2.8253	-3.5932	-4.1534	1.1886	253	205.23	outlier_mis
ABCA8	ENSG00000141338	ENST00000586539	true	0	1.086	0.94197	0.819	0.59084	0.53784	1.1437	0.96366	136	144.38	null
ABCA9	ENSG00000154258	ENST00000340001	true	0	1.006	0.87327	0.76	1.3498	1.6275	1.4284	0.89156	138	158.03	null
ABCB1	ENSG00000085563	ENST00000622132	true	0.000019	0.575	0.46735	0.381	5.2814	2.7727	0.85708	0.80851	64	136.94	null
ABCB10	ENSG00000135776	ENST00000344517	true	0	1.142	0.91	0.73	0.58745	0.35076	-1.6738	0.96737	54	59.341	null
ABCB11	ENSG00000073734	ENST00000650372	true	0	0.739	0.61106	0.507	3.6992	1.2052	-0.064409	0.91493	77	126.01	null
ABCB4	ENSG00000005471	ENST00000649586	true	0	0.623	0.51004	0.419	4.8285	3.5556	1.8181	0.75245	69	135.28	null
ABCB5	ENSG00000004846	ENST00000404938	true	0	1.178	1.0182	0.882	-0.17451	-2.0603	-1.6446	1.1505	130	127.67	null
ABCB6	ENSG00000115657	ENST00000265316	true	0	0.984	0.82611	0.696	1.5378	0.90031	-0.63678	0.92676	90	108.94	null
ABCB8	ENSG00000197150	ENST00000358849	true	0	0.894	0.70955	0.567	2.1067	0.94868	0.15398	0.91747	52	73.286	null
ABCB9	ENSG00000150967	ENST00000280560	true	0	0.796	0.6024	0.461	2.6042	1.0889	0.40573	0.9075	36	59.761	null
ABCC1	ENSG00000103222	ENST00000399410	true	0.000001	0.564	0.46831	0.39	5.8881	2.0321	-1.3967	0.87597	80	170.83	null
ABCC10	ENSG00000124574	ENST00000372530	true	0	0.894	0.76515	0.656	2.4288	2.2209	1.4442	0.86298	114	148.99	null
ABCC11	ENSG00000121270	ENST00000356608	true	0	1.004	0.86795	0.752	1.3693	1.0742	0.85839	0.92987	130	149.78	null
ABCC12	ENSG00000140798	ENST00000311303	true	0	1.022	0.88773	0.773	1.1903	1.2083	0.71391	0.92129	139	156.58	null
ABCC2	ENSG00000023839	ENST00000647814	true	0	0.985	0.86322	0.757	1.5629	1.0363	1.6072	0.93538	157	181.88	null
ABCC3	ENSG00000108846	ENST00000285238	true	0	0.831	0.71358	0.614	3.1339	1.2504	1.9245	0.92362	119	166.76	null
ABCC4	ENSG00000125257	ENST00000645237	true	0	0.647	0.53522	0.444	4.7234	2.2737	0.13339	0.83802	77	143.87	null
ABCC5	ENSG00000114770	ENST00000334444	true	0.99932	0.455	0.36571	0.295	6.768	4.8355	1.4276	0.68809	58	158.59	null
ABCC6	ENSG00000091262	ENST00000205557	true	0	0.917	0.7907	0.683	2.2387	1.031	0.75439	0.93407	126	159.35	null
ABCC8	ENSG00000006071	ENST00000389817	true	0	0.829	0.71928	0.625	3.2826	2.8451	1.1937	0.8303	137	190.47	null
ABCC9	ENSG00000069431	ENST00000261200	true	0.000007	0.557	0.4611	0.383	5.9005	7.0369	0.57664	0.55072	77	166.99	null
ABCD2	ENSG00000173208	ENST00000308666	true	0.000077	0.714	0.52871	0.396	3.0577	2.3144	0.48193	0.78085	31	58.634	null
ABCD3	ENSG00000117528	ENST00000370214	true	0.99014	0.484	0.35063	0.257	4.8281	2.4773	0.31408	0.7437	27	77.004	null
ABCD4	ENSG00000119688	ENST00000356924	true	0	0.772	0.61136	0.487	3.0076	0.53147	-0.12126	0.9476	51	83.421	null
ABCE1	ENSG00000164163	ENST00000296577	true	0.99654	0.466	0.30234	0.201	4.1636	4.7629	0.71896	0.45331	15	49.613	null
ABCF1	ENSG00000204574	ENST00000326195	true	0	0.69	0.56704	0.468	4.1337	3.375	1.576	0.71874	72	126.98	null
ABCF2	ENSG00000033050	ENST00000287844	true	0.003378	0.61	0.46029	0.351	3.9876	3.7095	0.019805	0.64123	35	76.039	null
ABCF2-H2BE1	ENSG00000285292	ENST00000222388	false	0.000314	0.633	0.48318	0.372	3.8834	3.7028	0.015182	0.64469	38	78.646	null
ABCF3	ENSG00000161204	ENST00000429586	true	0	0.776	0.62844	0.511	3.127	1.3928	0.56259	0.87699	62	98.657	null
ABCG1	ENSG00000160179	ENST00000398449	true	0.19578	0.573	0.4158	0.305	3.9887	2.327	0.44173	0.78828	27	64.935	null
ABCG2	ENSG00000118777	ENST00000237612	true	0	1.308	1.0838	0.902	-0.60248	0.50878	0.98433	0.94985	78	71.968	null
ABCG4	ENSG00000172350	ENST00000619701	true	0.000035	0.694	0.52344	0.399	3.3018	3.3781	1.0941	0.6891	35	66.865	null
ABCG5	ENSG00000138075	ENST00000405322	true	0	1.219	0.9793	0.792	0.135	-1.0834	-1.7539	1.109	58	59.226	null
ABCG8	ENSG00000143921	ENST00000272286	true	0	1.329	1.1062	0.924	-0.77462	-2.6097	-2.2818	1.2377	82	74.129	null
ABHD1	ENSG00000143994	ENST00000316470	true	0	1.359	1.0659	0.843	-0.37063	-0.31823	0.37384	1.0379	47	44.095	null
ABHD10	ENSG00000144827	ENST00000273359	true	0.000012	1.037	0.71376	0.501	1.2838	0.72923	-0.33812	0.89669	20	28.021	null
ABHD11	ENSG00000106077	ENST00000222800	true	0	1.194	0.86041	0.63	0.65018	0.96297	0.047278	0.87373	26	30.218	null
ABHD12	ENSG00000100997	ENST00000339157	true	0	0.967	0.7352	0.565	1.5916	-0.50211	-1.0699	1.0628	37	50.326	null
ABHD12B	ENSG00000131969	ENST00000337334	true	0	1.148	0.87583	0.675	0.69299	-0.86724	-0.67676	1.1228	38	43.387	null
ABHD13	ENSG00000139826	ENST00000375898	true	0.97685	0.504	0.26826	0.152	3.1671	2.1696	0.46886	0.71161	7	26.094	null
ABHD14A	ENSG00000248487	ENST00000273596	true	0.000013	1.081	0.73665	0.513	1.1332	0.45437	0.31642	0.93189	19	25.792	null
ABHD14A-ACY1	ENSG00000114786	ENST00000463937	false	0	0.949	0.74815	0.594	1.7269	0.93324	0.84705	0.90121	49	65.495	null
ABHD14B	ENSG00000114779	ENST00000361143	true	0	1.789	1.2699	0.89	-0.90766	0.72101	1.4746	0.88111	20	15.749	null
ABHD15	ENSG00000168792	ENST00000307201	true	0	1.479	1.1108	0.844	-0.51956	-0.4131	-1.0194	1.0456	34	30.607	null
ABHD16A	ENSG00000204427	ENST00000395952	true	0	0.686	0.53759	0.425	3.6634	1.9771	0.74839	0.79905	47	87.427	null
ABHD16B	ENSG00000183260	ENST00000369916	true	0	1.955	1.7032	1.127	-1.937	-2.7289	-3.8219	1.3096	18	10.568	null
ABHD17A	ENSG00000129968	ENST00000292577	true	0.21099	0.783	0.43371	0.254	2.0607	1.5027	-0.076804	0.78004	8	18.445	null
ABHD17B	ENSG00000107362	ENST00000333421	true	0.85835	0.579	0.3318	0.199	2.9486	2.777	0.099517	0.60486	9	27.124	null
ABHD17C	ENSG00000136379	ENST00000258884	true	0.012876	0.919	0.5555	0.349	1.6759	2.0635	-2.4678	0.70564	11	19.802	null
ABHD18	ENSG00000164074	ENST00000645843	true	0.000001	1.028	0.73062	0.528	1.3081	0.33876	-0.24921	0.94947	24	32.849	null
ABHD2	ENSG00000140526	ENST00000352732	true	0.5507	0.57	0.39244	0.275	3.6749	2.6532	0.5942	0.69833	20	50.964	null
ABHD3	ENSG00000158201	ENST00000289119	true	0	1.211	0.94685	0.747	0.31389	0.059178	-0.51289	0.99271	46	48.582	null
ABHD4	ENSG00000100439	ENST00000428304	true	0	1.038	0.77988	0.592	1.2315	1.427	0.48818	0.82032	34	43.597	null
ABHD5	ENSG00000011198	ENST00000644371	true	0	0.922	0.67612	0.502	1.7972	0.70878	-0.55094	0.90677	29	42.892	null
ABHD6	ENSG00000163686	ENST00000478253	true	0	1.067	0.78224	0.581	1.1234	1.0868	0.99014	0.8568	29	37.073	null
ABHD8	ENSG00000127220	ENST00000247706	true	0.25012	0.664	0.41734	0.271	2.7553	0.98917	-0.22497	0.89154	13	31.149	null
ABI1	ENSG00000136754	ENST00000376140	true	0.9998	0.41	0.25802	0.167	4.4624	2.6994	0.81479	0.70145	13	50.385	null
ABI2	ENSG00000138443	ENST00000261018	true	0.44932	0.585	0.39841	0.277	3.52	1.8219	0.80216	0.80284	19	47.69	null
ABI3	ENSG00000108798	ENST00000225941	true	0	1.113	0.79142	0.572	0.9732	-0.38629	-0.85011	1.0494	24	30.325	null
ABI3BP	ENSG00000154175	ENST00000471714	true	0	0.945	0.82654	0.724	2.0061	0.56225	0.10761	0.96308	154	186.32	null

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