Sync dnamstress
Browse files- README.md +38 -0
- config.json +34 -0
- dnamstress.pt +3 -0
README.md
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---
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license: bsd-3-clause
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library_name: pyaging
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tags:
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- pyaging
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- aging-clock
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- biology
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- dna-methylation
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---
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# dnamstress
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Whole-blood methylation score (MS stress) derived as a 211-CpG proxy for a composite of 13 stress-related measures.
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|---|---|
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| **Predicts** | stress exposure |
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| **Species** | Homo sapiens |
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| **Tissue** | whole blood |
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| **Data type** | DNA methylation |
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| **Model type** | bootstrap-stabilized elastic net regression |
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| **Year** | 2023 |
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## Use with pyaging
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```python
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import pyaging as pya
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pya.pred.predict_age(adata, ["dnamstress"])
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```
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Browse every clock in the [pyaging Clock Catalogue](https://pyaging.readthedocs.io).
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## Citation
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Jung, J., et al. “Additive Effects of Stress and Alcohol Exposure on Accelerated Epigenetic Aging in Alcohol Use Disorder.” Biological Psychiatry 93(4): 331–341 (2023).
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https://doi.org/10.1016/j.biopsych.2022.06.036
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config.json
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{
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"approved_by_author": "\u231b",
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"citation": "Jung, J., et al. \u201cAdditive Effects of Stress and Alcohol Exposure on Accelerated Epigenetic Aging in Alcohol Use Disorder.\u201d Biological Psychiatry 93(4): 331\u2013341 (2023).",
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"citations": 27,
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"citations_date": "2026-07-05",
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"clock_name": "dnamstress",
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"data_type": "DNA methylation",
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"doi": "https://doi.org/10.1016/j.biopsych.2022.06.036",
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"journal": "Biological Psychiatry",
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"last_author": "Falk W. Lohoff",
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"model_type": "bootstrap-stabilized elastic net regression",
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"n_features": 211,
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"notes": "Whole-blood methylation score (MS stress) derived as a 211-CpG proxy for a composite of 13 stress-related measures.",
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"platform": [
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"Illumina EPIC"
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],
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"population": "adults",
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"predicts": [
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"stress exposure"
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],
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"research_only": null,
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"species": "Homo sapiens",
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"tissue": [
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"whole blood"
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],
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"training_target": [
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"stress exposure"
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],
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"unit": [
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"unitless"
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],
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"version": "v0.3.0",
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"year": 2023
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}
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dnamstress.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bd9b9606fae5889399a2c51238f000ad1cfdb04609cf0b00a82208f408f9e40
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size 10277
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