ArticleJAMA2022
Population-Based Penetrance of Deleterious Clinical Variants.
Article in JAMA, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
69 citing papers in PubMed, 4 syntheses or guidelines pooled it, 101 citations in OpenAlex.
- Consideration of inherited cancer risk on a continuum: An international and multidisciplinary perspective: A points to consider statement of the American College of Medical Genetics and Genomics (ACMG).Genetics in medicine : official journal of the American College of Medical Genetics · 2026Guideline
- Evaluating whole genome sequencing for rare diseases in newborn screening: evidence synthesis from a series of systematic reviews.Health technology assessment (Winchester, England) · 2025Pooled it
- Methodological challenges using routine clinical care data for real-world evidence: a rapid review utilizing a systematic literature search and focus group discussion.BMC medical research methodology · 2025Pooled it
- Consideration of disease penetrance in the selection of secondary findings gene-disease pairs: A policy statement of the American College of Medical Genetics and Genomics (ACMG).Genetics in medicine : official journal of the American College of Medical Genetics · 2024Guideline
- Sequencing for a Lifetime: Professional Perspectives on the Value and Feasibility of Lifelong Genomic Medicine.medRxiv : the preprint server for health sciences · 2026Article
- Automated patch clamp data improve variant classification and penetrance stratification for SCN5A-Brugada syndrome.European heart journal · 2026Article
- Population Genomic Screening for Hereditary Cancer Risk: Patient Experience, Perceptions, and Downstream Clinical Outcomes.Journal of genetic counseling · 2026Article
- Capturing multi-disease states on a spectrum with machine learning and routine clinical data.Med (New York, N.Y.) · 2026Article
- Exome-wide association study of blood lipids in 1,158,017 individuals from diverse populations.Nature genetics · 2026Article
- A transcriptional program associated with neurotransmission in the living human brain.Molecular psychiatry · 2026Article
- Article
- Genetic background shapes AI-predicted variant effects.bioRxiv : the preprint server for biology · 2026Article
- Structural Evaluation ofCirculation. Genomic and precision medicine · 2026Article
- Hypophosphatasia: low penetrance of pathogenic and likely-pathogenic ALPL variants identified through an unselected biorepository.Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2026Article
- Unexpected genotypes associated with severe paediatric conditions identified in a healthy population cohort.European journal of human genetics : EJHG · 2026Observational
- Penetrance of pathogenic epilepsy variants is low and shaped by common genetic background.Epilepsia · 2026Article
- Monogenic disorders of immunity: Common variants are not so rare.Cell genomics · 2026Review
- Low population penetrance of variants associated with inherited retinal degenerations.American journal of human genetics · 2026Article
- Operationalizing the Wilson-Jungner principles for the genomics era: Consensus recommendations from the International Consortium on Newborn Sequencing.Genetics in medicine : official journal of the American College of Medical Genetics · 2026Article
- GenRiskPro: A Comprehensive Whole-Genome Sequencing Analysis Platform for Clinical and Wellness Applications.Computational and structural biotechnology journal · 2026Article
9 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Population-based assessment of disease risk associated with gene variants informs clinical decisions and risk stratification approaches. Objective: To evaluate the population-based disease risk of clinical variants in known disease predisposition genes. Design, Setting, and Participants: This cohort study included 72 434 individuals with 37 780 clinical variants who were enrolled in the BioMe Biobank from 2007 onwards with follow-up until December 2020 and the UK Biobank from 2006 to 2010 with follow-up until June 2020. Participants had linked exome and electronic health record data, were older than 20 years, and were of diverse ancestral backgrounds. Exposures: Variants previously reported as pathogenic or predicted to cause a loss of protein function by bioinformatic algorithms (pathogenic/loss-of-function variants). Main Outcomes and Measures: The primary outcome was the disease risk associated with clinical variants. The risk difference (RD) between the prevalence of disease in individuals with a variant allele (penetrance) vs in individuals with a normal allele was measured. Results: Among 72 434 study participants, 43 395 were from the UK Biobank (mean [SD] age, 57 [8.0] years; 24 065 [55%] women; 2948 [7%] non-European) and 29 039 were from the BioMe Biobank (mean [SD] age, 56 [16] years; 17 355 [60%] women; 19 663 [68%] non-European). Of 5360 pathogenic/loss-of-function variants, 4795 (89%) were associated with an RD less than or equal to 0.05. Mean penetrance was 6.9% (95% CI, 6.0%-7.8%) for pathogenic variants and 0.85% (95% CI, 0.76%-0.95%) for benign variants reported in ClinVar (difference, 6.0 [95% CI, 5.6-6.4] percentage points), with a median of 0% for both groups due to large numbers of nonpenetrant variants. Penetrance of pathogenic/loss-of-function variants for late-onset diseases was modified by age: mean penetrance was 10.3% (95% CI, 9.0%-11.6%) in individuals 70 years or older and 8.5% (95% CI, 7.9%-9.1%) in individuals 20 years or older (difference, 1.8 [95% CI, 0.40-3.3] percentage points). Penetrance of pathogenic/loss-of-function variants was heterogeneous even in known disease predisposition genes, including BRCA1 (mean [range], 38% [0%-100%]), BRCA2 (mean [range], 38% [0%-100%]), and PALB2 (mean [range], 26% [0%-100%]). Conclusions and Relevance: In 2 large biobank cohorts, the estimated penetrance of pathogenic/loss-of-function variants was variable but generally low. Further research of population-based penetrance is needed to refine variant interpretation and clinical evaluation of individuals with these variant alleles.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.