A map of constrained coding regions in the human genome.
James M. HavrillaiD, Brent S. PederseniD, Ryan M. LayeriD, Aaron R. QuinlaniD
Abstract
Deep catalogs of genetic variation collected from many thousands of humans enable the detection of intraspecies constraint by revealing coding regions with a scarcity of variation. While existing techniques summarize constraint for entire genes, single metrics cannot capture the fine-scale variability in constraint within each protein-coding gene. To provide greater resolution, we have created a detailed map of constrained coding regions (CCRs) in the human genome by leveraging coding variation observed among 123,136 humans from the Genome Aggregation Database (gnomAD). The most constrained coding regions in our map are enriched for both pathogenic variants in ClinVar and de novo mutations underlying developmental disorders. CCRs also reveal protein domain families under high constraint, suggest unannotated or incomplete protein domains, and facilitate the prioritization of previously unseen variation in studies of disease. Finally, a subset of CCRs with the highest constraint likely exist within genes that cause yet unobserved human phenotypes owing to strong purifying selection.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 246
- FWCI
- 18.09
- 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
- Mapping the Constrained Coding Regions in the human genome to their corresponding proteins
Marcia Anahí Hasenahuer, Alba Sanchis‐Juan, … Janet M. Thornton·Journal of Molecular BiologyPeer-reviewed·Nov 21, 2022
- A genome-wide mutational constraint map quantified from variation in 76,156 human genomes
Siwei Chen, Laurent C. Francioli, … David B. Goldstein·NaturePeer-reviewed·Dec 6, 2023
- Unique Signatures of Highly Constrained Genes Across Publicly Available Genomic Databases
Klaus Schmitz‐Abe, Qifei Li, … Pankaj B. Agrawal·Genetics in MedicinePeer-reviewed·Mar 20, 2025
- Human Missense Variation is Constrained by Domain Structure and Highlights Functional and Pathogenic Residues
Stuart A. MacGowan, Fábio Madeira, … Geoffrey J. Barton·bioRxiv·Apr 13, 2017
- Quantifying constraint in the human mitochondrial genome
Nicole J. Lake, Kaiyue Ma, … Monkol Lek·NaturePeer-reviewed·Oct 16, 2024
- The 3D spatial constraint on 6.1 million amino acid sites in the human proteome
Bian Li, Dan M. Roden, John A. Capra·bioRxiv·Sep 15, 2021