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.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 208
- FWCI
- 34.49
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
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.
Related papers
- CRISPRi perturbation screens and eQTLs provide complementary and distinct insights into GWAS target genes
Samuel Ghatan, Jasper Panten, … Tuuli Lappalainen·bioRxiv·May 5, 2025
- An integrated platform to systematically identify causal variants and genes for polygenic human traits.
Damien J. Downes, Ron Schweßinger, … Jim R. Hughes·bioRxiv·Jan 15, 2020
- Genome-wide maps of transcription factor footprints identify noncoding variants rewiring gene regulatory networks
Jiecong Lin, Wenyang Dong, … Yajie Zhao·bioRxiv·Mar 25, 2026
- Colocalization of blood cell traits GWAS associations and variation in PU.1 genomic occupancy prioritizes causal noncoding regulatory variants
Raehoon Jeong, Martha L. Bulyk·Cell GenomicsPeer-reviewed·May 17, 2023
- Gene-centric functional dissection of human genetic variation uncovers regulators of hematopoiesis
Satish Kumar Nandakumar, Sean McFarland, … Vijay G. Sankaran·eLifePeer-reviewed·May 9, 2019
- Transcriptome-wide association study in UK Biobank Europeans identifies associations with blood cell traits.
Bryce Rowland, Sanan Venkatesh, … Yun Li·Human Molecular GeneticsPeer-reviewed·Feb 9, 2022