Abstract 4357141: Polygenic score analyses in a large multinational HCM clinical cohort identifies effects on disease penetrance and severity

P Paloma Jordà (Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.) A Alex Lipov (Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands) J Juan Ramon Gimeno Blanes (University Hospital Virgen Arrixaca, Murcia, Spain) I Ismael Castillo (Montreal Heart Institute, and Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada) R Roddy Walsh (Cardiovascular and Genomics Research Institute, City St. George’s, University of London, London, UK (R.W.).) E Edwin Poel (Department of Experimental Cardiology, Amsterdam Cardiovascular Sciences, Heart Failure & Arrhythmias, Amsterdam University Medical Centers, University of Amsterdam, The Netherlands (A.S.A., E.P., C.R.B.).) S Samuel Moussa (Montreal Heart Institute, and Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada) P Poeya Haydarlou A Annette Baas (University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands) M Michelle Michels I Imke Christiaans (University Medical Centre Groningen, University of Groningen, Groningen, Netherlands) N Natasha Paterson (Tenaya Therapeutics, San Francisco, California, United States) A Arjan Houweling (Amsterdam UMC, Amsterdam, Netherlands) M Maxime Tremblay-Gravel (Montreal Heart Institute, Montreal, Quebec, Canada) P Patrick Garceau (Montreal Heart Institute, Boisbriand, Quebec, Canada) P Philippe Lallier (Montreal Heart Institute, Montreal, Quebec, Canada) H Habib Khan T Thomas Roston (Providence Health Care, Vancouver, British Columbia, Canada) C Christian Steinberg (Institut Universitaire de Cardiologie et Pneumologie de Quebec, Laval University, Quebec City, QC, Canada (C.S.)) I Iacopo Olivotto (Department of Cardiology, Meyer Children’s Hospital, IRCCS, Florence, Italy) R Roberto Barriales (Complexo Hospitalario Universitario, A Coruña, Spain) S Sean Jurgens (Broad Institute and Amsterdam UMC, Amsterdam, Netherlands) J Julia Cadrin-Tourigny (Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.) M Michael Tanck (Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands) A A.S. Amin (Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands) A Arnon Adler (Toronto General Hospital, Toronto, Ontario, Canada) R Rafik Tadros (Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.) C Connie Bezzina (UMC Amsterdam, Amsterdam, Netherlands)

Abstract

Background: Disease expressivity in hypertrophic cardiomyopathy (HCM) varies widely, ranging from unaffected genetically predisposed individuals to life-threatening complications. Polygenic scores (PGS) were shown to predict disease penetrance of HCM-causing rare genetic variants (HCMrv) and HCM-related outcomes in large biobanks. However, the utility of PGS in clinical cohorts remains unclear. Research Questions: Can PGS predict disease penetrance in carriers of HCMrv in the clinical setting? Is PGS associated with disease severity and complications in individuals with HCM? Methods: We studied a well-characterized clinical HCM cohort from Canada, Italy, the Netherlands and Spain, comprising 6,111 individuals affected by HCM and/or carrying a HCMrv. We used SBayesRC to derive a novel PGS for HCM from the largest published genome-wide association study. Standardized ancestry-adjusted PGS were calculated for all individuals and tested for association with HCM penetrance, maximal left ventricular wall thickness (MLVWT) and major adverse clinical events (MACE) using logistic, linear and Cox regression models, respectively, with adjustment for sex, rare variant status, site, and other covariates as relevant. MACE were defined as major ventricular arrhythmic or heart failure event, stroke, septal reduction therapy or all-cause mortality. Results: PGS was tested for association with HCM in the subset of 1,667 relatives carrying a HCMrv (age at last follow-up 47 ± 19, 49% female), of which 57% meet diagnostic criteria for HCM. PGS was associated with a diagnosis of HCM (Odds ratio 1.6 per standard deviation [SD] increase in PGS; 95% CI: 1.4-1.8). Male sex and hypertension also independently increased penetrance by 3-fold and 2-fold, respectively. HCM-penetrance increased with increasing PGS, in the entire set as well as in carriers of MYH7 pathogenic variants, MYBPC3 truncating variants, or intermediate effect variants (Figure). In 4,949 affected individuals (age at diagnosis 48 ± 17, 33% female, 49% carrying HCMrv), PGS was associated with disease severity. Each SD increase in PGS was associated with a 0.5 mm increase in MLVWT (95% CI: 0.3-0.6), and a 12% increase in lifetime risk of MACE (Hazard ratio 1.12, 95% CI: 1.06-1.18). Conclusions: PGS assessment may enhance risk stratification and personalize monitoring strategies—guiding the timing, frequency, and scope of clinical evaluations in both genetically predisposed individuals and patients with manifest HCM.

Article Details

Journal Circulation
Volume / Issue Vol. 152, Issue Suppl_3
Published November 04, 2025
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (28)

P

Paloma Jordà

Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.

A

Alex Lipov

Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands

J

Juan Ramon Gimeno Blanes

University Hospital Virgen Arrixaca, Murcia, Spain

I

Ismael Castillo

Montreal Heart Institute, and Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada

R

Roddy Walsh

Cardiovascular and Genomics Research Institute, City St. George’s, University of London, London, UK (R.W.).

E

Edwin Poel

Department of Experimental Cardiology, Amsterdam Cardiovascular Sciences, Heart Failure & Arrhythmias, Amsterdam University Medical Centers, University of Amsterdam, The Netherlands (A.S.A., E.P., C.R.B.).

S

Samuel Moussa

Montreal Heart Institute, and Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada

P

Poeya Haydarlou

A

Annette Baas

University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands

M

Michelle Michels

I

Imke Christiaans

University Medical Centre Groningen, University of Groningen, Groningen, Netherlands

N

Natasha Paterson

Tenaya Therapeutics, San Francisco, California, United States

A

Arjan Houweling

Amsterdam UMC, Amsterdam, Netherlands

M

Maxime Tremblay-Gravel

Montreal Heart Institute, Montreal, Quebec, Canada

P

Patrick Garceau

Montreal Heart Institute, Boisbriand, Quebec, Canada

P

Philippe Lallier

Montreal Heart Institute, Montreal, Quebec, Canada

H

Habib Khan

T

Thomas Roston

Providence Health Care, Vancouver, British Columbia, Canada

C

Christian Steinberg

Institut Universitaire de Cardiologie et Pneumologie de Quebec, Laval University, Quebec City, QC, Canada (C.S.)

I

Iacopo Olivotto

Department of Cardiology, Meyer Children’s Hospital, IRCCS, Florence, Italy

R

Roberto Barriales

Complexo Hospitalario Universitario, A Coruña, Spain

S

Sean Jurgens

Broad Institute and Amsterdam UMC, Amsterdam, Netherlands

J

Julia Cadrin-Tourigny

Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.

M

Michael Tanck

Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands

A

A.S. Amin

Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands

A

Arnon Adler

Toronto General Hospital, Toronto, Ontario, Canada

R

Rafik Tadros

Research Center (S.S., P.J., S.G., I.H.-C., A.F., N.E.I., N.B., M.A., K.D., P.G.G., P.K., L.M., B.M., A.M.P., L.R., D.R., B.T., J.-C.T., J.C.-T., A.R.-P., R.T.), Montreal Heart Institute, QC, Canada.

C

Connie Bezzina

UMC Amsterdam, Amsterdam, Netherlands