Sign in
GenomicsScience
Peer-reviewed journal article

Discovery of target genes and pathways of blood trait loci using pooled CRISPR screens and single cell RNA sequencing

John A. MorrisiD, Christina M. CaragineiD, Zharko DaniloskiiD, Júlia DomingoiD, Timothy BarryiD, Lu LuiD, Kyrie Davis, Marcello ZiosiiD, Dafni A. GlinosiD, Stephanie HaoiD, Eleni P. MimitouiD, Peter SmibertiD, Kathryn RoederiD, Eugene KatsevichiD, Tuuli LappalaineniD, Neville E. SanjanaiD

Abstract

The majority of variants associated with complex traits and common diseases identified by genome-wide association studies (GWAS) map to noncoding regions of the genome with unknown regulatory effects in cis and trans. By leveraging biobank-scale GWAS data, massively parallel CRISPR screens and single cell transcriptome sequencing, we discovered target genes of noncoding variants for blood trait loci. The closest gene was often the target gene, but this was not always the case. We also identified trans-effects networks of noncoding variants when cis target genes encoded transcription factors, such as GFI1B and NFE2. We observed that GFI1B trans-target genes were enriched for GFI1B binding sites and fine-mapped GWAS variants, and expressed in human bone marrow progenitor cells, suggesting that GFI1B acts as a master regulator of blood traits. This platform will enable massively parallel assays to catalog the target genes of human noncoding variants in both cis and trans.

PDFDOI

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.