Comprehensive Comparison of a Genotype-Forward vs. Phenotype-Forward Approach for Monogenic Cardiovascular Diseases in the UK Biobank Cohort
Megan E. RamakeriD, Kristin CoreyiD, Jessica A. ReganiD, Sara A. ColesiD, Jawan W. AbdulrahimiD, Kalyani KottililiD, Navid A. NafissiiD, Kaitlyn AmosiD, Meghan Mac Neal, Lydia Coulter KweeiD, Senthil SelvarajiD, Svati Hasmukh ShahiD
Abstract
BackgroundMonogenic cardiovascular diseases (MCVD) remain substantially under-diagnosed, and thus interest is shifting from a phenotype-forward approach towards a genotype-first strategy that applies to population-wide genomic screening. We evaluated the prevalence of pathogenic and predicted pathogenic MCVD variants and assessed disease expression in the population-based UK Biobank (UKB) cohort to determine whether yield is greater in phenotype-versus genotype-forward approach. MethodsPathogenic and likely pathogenic (P/LP) variants, and variants of uncertain significance (VUS) predicted to be pathogenic (pp-VUS) in 47 MCVD genes were assessed. In the genotype-forward approach, UKB participants with P/LPs or pp-VUS were assessed for symptoms of disease using electronic health record (EHR) interrogation, emulating a clinical approach to population-based screening. In the phenotype-forward approach, participants with stricter EHR-based evidence of disease expression were identified (emulating current clinical care) and the presence of P/LPs and pp-VUS was determined. ResultsFollowing QC, 467,850 participants were included. Overall, 1 in 125 participants in UKB carry an MCVD P/LP. In the genotype-forward approach, 3,709 (0.79%) participants carried an MCVD P/LP and 42.1% of these had symptoms of the associated MCVD; another 29,269 (6.3%) carried a pp-VUS with 21.5% of these having symptoms of disease. In the phenotype-forward approach, 62,488 (13.4%) expressed an MCVD using strict evidence of disease expression and of these individuals 1% carried an associated P/LP variant and 2.4% carried an associated pp-VUS. ConclusionWe show here that a genotype-forward approach leads to a 2.5 times higher diagnostic yield (3.6 times higher when considering pp-VUS) compared with the phenotype-forward approach, which missed 936 P/LP carriers with disease symptoms. While cost, access and ethics need to be considered, these results support expanded population-based genetic screening to improve diagnosis of potentially treatable MCVD.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- 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
- A genome-first approach to rare variants in hypertrophic cardiomyopathy genes MYBPC3 and MYH7 in a medical biobank
Joseph Park, Elizabeth Packard, … Daniel James Rader·Human Molecular GeneticsPeer-reviewed·Sep 16, 2021
- Quantitative approaches to variant classification increase the yield and precision of genetic testing in Mendelian diseases: The case of hypertrophic cardiomyopathy
Roddy Walsh, Francesco Mazzarotto, … James S. Ware·Genome MedicinePeer-reviewed·Jan 29, 2019
- The penetrance of rare variants in cardiomyopathy-associated genes: a cross-sectional approach to estimate penetrance for secondary findings
Kathryn A. McGurk, Xiaolei Zhang, … James S. Ware·The American Journal of Human GeneticsPeer-reviewed·Aug 30, 2023
- Investigating the sources of variable impact of pathogenic variants in monogenic metabolic conditions
Angela Wei, Richard Border, … Valerie A. Arboleda·Nature CommunicationsPeer-reviewed·Jun 5, 2025
- Reassessment of Mendelian gene pathogenicity using 7,855 cardiomyopathy cases and 60,706 reference samples
Roddy Walsh, Kate Thomson, … Hugh C Watkins·Genetics in MedicinePeer-reviewed·Feb 1, 2017
- Beyond gene-disease validity: capturing structured data on inheritance, allelic-requirement, disease-relevant variant classes, and disease mechanism for inherited cardiac conditions
Katherine S. Josephs, Angharad M. Roberts, … James S. Ware·Genome MedicinePeer-reviewed·Oct 23, 2023