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Comprehensive Comparison of a Genotype-Forward vs. Phenotype-Forward Approach for Monogenic Cardiovascular Diseases in the UK Biobank Cohort

Ramaker, M. E.; Corey, K. M.; Regan, J. A.; Coles, S.; Abdulrahim, J. W.; Kottilil, K.; Nafissi, N.; Amos, K.; Mac Neal, M.; Kwee, L. C.; Selvaraj, S.; Shah, S. H.

2025-09-14 genetic and genomic medicine
10.1101/2025.09.11.25335614 medRxiv
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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.

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