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GeneticsGenetics in Medicine
Peer-reviewed journal article

Computational prediction of protein subdomain stability in MYBPC3 enables clinical risk stratification in hypertrophic cardiomyopathy and enhances variant interpretation.

Andrea D. ThompsoniD, Adam S. HelmsiD, Anamika Kannan, Jaime M. YobiD, Neal K. LakdawalaiD, Samuel G. WittekindiD, Alexandre C. PereiraiD, Daniel Louis JacobyiD, Steven D. ColaniD, Euan Angus AshleyiD, Sara SaberiiD, James S. WareiD, Jodie InglesiD, Christopher SemsarianiD, Michelle MichelsiD, Francesco MazzarottoiD, Iacopo OlivottoiD, Carolyn Yung HoiD, Sharlene M. DayiD, SHaRe investigators

Abstract

PurposeVariants in MYBPC3 causing loss-of-function are the most common cause of HCM. However, a substantial number of patients carry missense variants of uncertain significance (VUS) in MYBPC3. We hypothesize that a structural-based algorithm, STRUM, which estimates the effect of missense variants on protein folding, will improve clinical risk stratification of patients with HCM and a MYBPC3 VUS. MethodsAmong 7,963 patients in the multi-center Sarcomeric Human Cardiomyopathy Registry, 120 unique missense VUSs in MYBPC3 were identified. Variants were evaluated for their effect on subdomain folding and a stratified time-to-event analysis for an overall composite endpoint (first occurrence of ventricular arrhythmia, heart failure, all-cause mortality, atrial fibrillation, and stroke) was performed for patients with HCM and a MYBPC3 missense VUS. ResultsWe demonstrated that patients carrying a MYBPC3 VUS predicted to cause subdomain misfolding (STRUM +, {Delta}{Delta}G [≤]-1.2 kcal/mol) exhibited a higher rate of adverse events compared to those with a STRUM-VUS (Hazard Ratio=2.29, P=0.0282). In silico saturation mutagenesis of MYBPC3 identified 4,943/23,427 (21%) missense variants that were predicted to cause subdomain misfolding. ConclusionsSTRUM enables clinical risk stratification of patients with HCM and a MYBPC3 VUS and has the capacity to improve prognostic predictions and clinical decision making.

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02 /Specification & Classification

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