medRxivGenetic & Genomic MedicinePreprint
Integrating multi-ancestry common and rare variant mapping accelerates therapeutic target discovery
Nobuyuki EnzaniD, Sean Joseph JurgensiD, Seung Hoan ChoiiD, Tetsushi NakaoiD, Satoshi KoyamaiD, Patrick T. EllinoriD
Abstract
Integrating human genetics into therapeutic discovery accelerates drug development. However, ancestral biases in historical cohorts have left critical functional variation largely uncharted. Here, we leverage the diverse NIH All of Us Research Program to conduct comprehensive common- and rare-variant association analyses for 624 quantitative traits across 369,655 ancestrally diverse individuals. We identified 6,181 genome-wide significant locus-trait associations (526 novel) and 416 gene-trait associations (105 novel) via rare-variant burden testing. By integrating fine-mapping with computational variant-effect predictors, we systematically prioritized rare, likely causal variants driving these signals. Jointly modeling common and rare variation with protein-class annotations significantly improved the identification of known drug targets compared to common-variant analysis alone. Notably, we identified NRG4 as a high-confidence candidate therapeutic target for preserving kidney function. Our findings demonstrate that characterization of rare and common variation across diverse populations enhances causal gene discovery and identifies novel, actionable therapeutic targets.
- organism: human
- assay: GWAS summary statistics
- research focus: fine-mapping
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 0
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
- The Biobank Rare Variant consortium powers the discovery of rare genetic associations through global collaboration
Duncan S. Palmer, Barney Hill, … Benjamin M. Neale·medRxiv·May 24, 2026
- Multi-omics in the All Of Us Research Program expands mapping genetic mechanisms in health and disease
Evin M. Padhi, Elizabeth A. Kiernan, … Stephen B. Montgomery·medRxiv·Nov 1, 2026
- Surveying the contribution of rare variants to the genetic architecture of human disease through exome sequencing of 177,882 UK Biobank participants
Quanli Wang, Ryan S. Dhindsa, … AstraZeneca Genomics Initiative·bioRxiv·Dec 13, 2020
- Genetic associations of protein-coding variants in human disease
Benjamin B. Sun, Mitja Kurki, … Mark J. Daly·NaturePeer-reviewed·Feb 23, 2022
- Systematic common and rare variant association testing in 392,030 whole genomes in All of Us
Wenhan Lu, Robert J. Carroll, … Konrad J. Karczewski·medRxiv·May 12, 2026
- Efficient and Flexible Integration of Variant Characteristics in Rare Variant Association Studies Using Integrated Nested Laplace Approximation
Hana Sušak, Laura Serra, … Stephan Ossowski·PLoS Computational BiologyPeer-reviewed·Feb 19, 2021