全基因组关联研究
生物
遗传学
基因
计算生物学
基因组
清脆的
基因组学
数量性状位点
表达数量性状基因座
单核苷酸多态性
基因型
作者
John Morris,Christina M. Caragine,Zharko Daniloski,Júlia Domingo,Timothy Barry,Lu Lu,Kyrie Davis,Marcello Ziosi,Dafni A. Glinos,Stephanie Hao,Eleni P. Mimitou,Peter Smibert,Kathryn Roeder,Eugene Katsevich,Tuuli Lappalainen,Neville E. Sanjana
出处
期刊:Science
[American Association for the Advancement of Science (AAAS)]
日期:2023-05-19
卷期号:380 (6646)
被引量:74
标识
DOI:10.1126/science.adh7699
摘要
Most variants associated with complex traits and diseases identified by genome-wide association studies (GWAS) map to noncoding regions of the genome with unknown effects. Using ancestrally diverse, biobank-scale GWAS data, massively parallel CRISPR screens, and single-cell transcriptomic and proteomic sequencing, we discovered 124 cis-target genes of 91 noncoding blood trait GWAS loci. Using precise variant insertion through base editing, we connected specific variants with gene expression changes. We also identified trans-effect networks of noncoding loci when cis target genes encoded transcription factors or microRNAs. Networks were themselves enriched for GWAS variants and demonstrated polygenic contributions to complex traits. This platform enables massively parallel characterization of the target genes and mechanisms of human noncoding variants in both cis and trans.
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