Discovery of target genes and pathways at GWAS loci by pooled single-cell CRISPR screens.
basic_science · Level V
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- Record sourced from PubMed, PMID 37141313.
- Also identified by DOI 10.1126/science.adh7699 and PMC identifier 10518238.
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Abstract
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 <i>cis</i>-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 <i>trans</i>-effect networks of noncoding loci when <i>cis</i> 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 <i>cis</i> and <i>trans</i>.
Medical subject headings
- Genome-Wide Association Study
- Quantitative Trait Loci
- Single-Cell Analysis
- Multifactorial Inheritance
- Disease