Skip to main content

Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database.

Publication ,  Journal Article
Gudmundsson, S; Singer-Berk, M; Stenton, SL; Goodrich, JK; Wilson, MW; Einson, J; Watts, NA; Genome Aggregation Database Consortium; Rehm, HL ...
Published in: Nat Commun
October 31, 2025

Incomplete penetrance, or absence of disease phenotype in an individual with a disease-associated variant, is a major challenge in variant interpretation. Studying individuals with apparent incomplete penetrance can shed light on underlying drivers of altered phenotype penetrance. Here, we investigate clinically relevant variants from ClinVar in 807,162 individuals from the Genome Aggregation Database (gnomAD), demonstrating improved representation in gnomAD version 4. We then conduct a comprehensive case-by-case assessment of 734 predicted loss of function variants in 77 genes associated with severe, early-onset, highly penetrant haploinsufficient disease. Here, we identify explanations for the presumed lack of disease manifestation in 701 of 734 variants (95%). Individuals with unexplained lack of disease manifestation in this set of disorders are rare, underscoring the need and power of deep case-by-case assessment presented here to minimize false assignments of disease risk, particularly in unaffected individuals with higher rates of secondary properties that result in rescue.

Duke Scholars

Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

October 31, 2025

Volume

16

Issue

1

Start / End Page

9623

Location

England

Related Subject Headings

  • Phenotype
  • Penetrance
  • Humans
  • Haploinsufficiency
  • Genome, Human
  • Genetic Variation
  • Genetic Predisposition to Disease
  • Databases, Genetic
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Gudmundsson, S., Singer-Berk, M., Stenton, S. L., Goodrich, J. K., Wilson, M. W., Einson, J., … O’Donnell-Luria, A. (2025). Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database. Nat Commun, 16(1), 9623. https://doi.org/10.1038/s41467-025-61698-x
Gudmundsson, Sanna, Moriel Singer-Berk, Sarah L. Stenton, Julia K. Goodrich, Michael W. Wilson, Jonah Einson, Nicholas A. Watts, et al. “Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database.Nat Commun 16, no. 1 (October 31, 2025): 9623. https://doi.org/10.1038/s41467-025-61698-x.
Gudmundsson S, Singer-Berk M, Stenton SL, Goodrich JK, Wilson MW, Einson J, et al. Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database. Nat Commun. 2025 Oct 31;16(1):9623.
Gudmundsson, Sanna, et al. “Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database.Nat Commun, vol. 16, no. 1, Oct. 2025, p. 9623. Pubmed, doi:10.1038/s41467-025-61698-x.
Gudmundsson S, Singer-Berk M, Stenton SL, Goodrich JK, Wilson MW, Einson J, Watts NA, Genome Aggregation Database Consortium, Lappalainen T, Rehm HL, MacArthur DG, O’Donnell-Luria A. Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database. Nat Commun. 2025 Oct 31;16(1):9623.

Published In

Nat Commun

DOI

EISSN

2041-1723

Publication Date

October 31, 2025

Volume

16

Issue

1

Start / End Page

9623

Location

England

Related Subject Headings

  • Phenotype
  • Penetrance
  • Humans
  • Haploinsufficiency
  • Genome, Human
  • Genetic Variation
  • Genetic Predisposition to Disease
  • Databases, Genetic