The American Journal of Human GeneticsGenomicsPeer-reviewed journal article
Saturation mapping of MUTYH variant effects using DNA repair reporters
Shelby L. HemkeriD, Ashley P.L. MarshiD, Felicia Hernandez, Elena GlickiD, Grace Clark, Alyssa Bashir, Krystal Jiang, Jacob Otto KitzmaniD
- Citations
- 11
- FWCI
- 7.31
- Field percentile
- top 2%
Abstract
Variants of uncertain significance (VUS) limit the actionability of genetic testing. A prominent example is MUTYH, a base excision repair factor associated with polyposis and colorectal cancer, which has a pathogenic variant carrier rate approaching 1 in 50 individuals in some populations. To systematically interrogate variant function in MUTYH, we coupled deep mutational scanning with a DNA repair reporter containing its lesion substrate, 8OG:A. Our variant-to-function map covers >97% of all possible MUTYH point variants (n=10,941) and achieves 100% accuracy classifying the pathogenicity of known clinical variants (n=247). Leveraging a large clinical registry, we observe significant associations with colorectal polyps and cancer, with more severely impaired missense variants conferring greater risk. We recapitulate known functional differences between pathogenic founder alleles, and highlight sites of complete missense intolerance, including residues that intercalate DNA and coordinate essential Zn2+ or Fe-S clusters. This map provides a resource to resolve the 1,032 existing missense VUS and 90 variants with conflicting interpretations in MUTYH, and demonstrates a scalable strategy to interrogate other clinically relevant DNA repair factors.
- organism: human
- assay: DNA methylation
- assay: whole-exome sequencing
- research focus: variant effect prediction
- approach: deep learning
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
- MUTYH cancer-associated variants within the interdomain connector differentially impact glycosylase activity and cellular DNA repair
Cindy Khuu, Melody Malek, … Sheila S. David·ChemBioChemPeer-reviewed·Jul 10, 2026
- Phenotype correlations with pathogenic DNA variants in the MUTYH gene
Monica Thet, John‐Paul Plazzer, … Finlay Macrae·medRxiv·May 15, 2024
- A maternal germline mutator phenotype in a family affected by heritable colorectal cancer
Candice Young, Annabel C. Beichman, … Kelley Harris·GeneticsPeer-reviewed·Oct 15, 2024
- Association of Functional Variants and Protein-to-Protein Physical Interactions of Human MutY homolog linked with Familial Adenomatous Polyposis and colorectal cancer Syndrome
Zainularifeen Abduljaleel, Mohammad Athar, … Jose R. Vazquez·Non-coding RNA ResearchPeer-reviewed·Dec 1, 2019
- Germline haploinsufficiency for the base excision repair gene MUTYH causes mutational signature SBS18 in multiple tumour types, specifically leading to an increased risk of colorectal cancer
Kitty Sherwood, Juan J. Fernandez-Tajes, … Ian P.M. Tomlinson·medRxiv·Nov 20, 2025
- Inherited MUTYH mutations cause elevated somatic mutation rates and distinctive mutational signatures in normal human cells
Philip S. Robinson, Laura E. Thomas, … Michael R. Stratton·Nature CommunicationsPeer-reviewed·Jul 8, 2022