人细胞
生物
疾病
人类疾病
计算生物学
细胞
电池类型
基因
遗传学
进化生物学
医学
病理
作者
Karthik A. Jagadeesh,Kushal K. Dey,Daniel T. Montoro,Rahul Mohan,Steven Gazal,J Engreitz,Ramnik J. Xavier,Alkes L. Price,Aviv Regev
出处
期刊:
[Cold Spring Harbor Laboratory]
日期:2021-03-19
被引量:39
标识
DOI:10.1101/2021.03.19.436212
摘要
297K). Cell type, disease progression, and cellular process programs captured distinct heritability signals even within the same cell type, as we show in multiple complex diseases that affect the brain (Alzheimer’s disease, multiple sclerosis), colon (ulcerative colitis) and lung (asthma, idiopathic pulmonary fibrosis, severe COVID-19). The inferred disease enrichments recapitulated known biology and highlighted novel cell-disease relationships, including GABAergic neurons in major depressive disorder (MDD), a disease progression M cell program in ulcerative colitis, and a disease-specific complement cascade process in multiple sclerosis. In autoimmune disease, both healthy and disease progression immune cell type programs were associated, whereas for epithelial cells, disease progression programs were most prominent, perhaps suggesting a role in disease progression over initiation. Our framework provides a powerful approach for identifying the cell types and cellular processes by which genetic variants influence disease.
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