TY - JOUR
T1 - Untargeted Metabolomics Identifies Potential Hypertrophic Cardiomyopathy Biomarkers in Carriers of MYBPC3 Founder Variants
AU - Jansen, Mark
AU - Schuldt, Maike
AU - van Driel, Beau O.
AU - Schmidt, Amand F.
AU - Christiaans, Imke
AU - van der Crabben, Saskia N.
AU - Hoedemaekers, Yvonne M.
AU - Dooijes, Dennis
AU - Jongbloed, Jan D.H.
AU - Boven, Ludolf G.
AU - Deprez, Ronald H.Lekanne
AU - Wilde, Arthur A.M.
AU - Jans, Judith J.M.
AU - van der Velden, Jolanda
AU - de Boer, Rudolf A.
AU - van Tintelen, J. Peter
AU - Asselbergs, Folkert W.
AU - Baas, Annette F.
N1 - Funding Information:
This research was funded by the Netherlands Cardiovascular Research Initiative: An initiative with the support of the Dutch Heart Foundation (CVON2014-40 DOSIS, CVON2015-12 e-Detect, CVON2018-30 PREDICT2, and CVON2020B005 DOUBLE-DOSE); Dutch Heart Foundation (Dekker 2015T041); the Dutch Research Council (NWO)-ZonMW (VICI 91818602); ZonMW and Heart Foundation for the translational research program (95105003 ENERGY); UCL Hospitals NIHR Biomedical Research Centre.
Publisher Copyright:
© 2023 by the authors.
PY - 2023/2/17
Y1 - 2023/2/17
N2 - Hypertrophic cardiomyopathy (HCM) is the most prevalent monogenic heart disease, commonly caused by pathogenic MYBPC3 variants, and a significant cause of sudden cardiac death. Severity is highly variable, with incomplete penetrance among genotype-positive family members. Previous studies demonstrated metabolic changes in HCM. We aimed to identify metabolite profiles associated with disease severity in carriers of MYBPC3 founder variants using direct-infusion high-resolution mass spectrometry in plasma of 30 carriers with a severe phenotype (maximum wall thickness ≥20 mm, septal reduction therapy, congestive heart failure, left ventricular ejection fraction <50%, or malignant ventricular arrhythmia) and 30 age- and sex-matched carriers with no or a mild phenotype. Of the top 25 mass spectrometry peaks selected by sparse partial least squares discriminant analysis, XGBoost gradient boosted trees, and Lasso logistic regression (42 total), 36 associated with severe HCM at a p < 0.05, 20 at p < 0.01, and 3 at p < 0.001. These peaks could be clustered to several metabolic pathways, including acylcarnitine, histidine, lysine, purine and steroid hormone metabolism, and proteolysis. In conclusion, this exploratory case-control study identified metabolites associated with severe phenotypes in MYBPC3 founder variant carriers. Future studies should assess whether these biomarkers contribute to HCM pathogenesis and evaluate their contribution to risk stratification.
AB - Hypertrophic cardiomyopathy (HCM) is the most prevalent monogenic heart disease, commonly caused by pathogenic MYBPC3 variants, and a significant cause of sudden cardiac death. Severity is highly variable, with incomplete penetrance among genotype-positive family members. Previous studies demonstrated metabolic changes in HCM. We aimed to identify metabolite profiles associated with disease severity in carriers of MYBPC3 founder variants using direct-infusion high-resolution mass spectrometry in plasma of 30 carriers with a severe phenotype (maximum wall thickness ≥20 mm, septal reduction therapy, congestive heart failure, left ventricular ejection fraction <50%, or malignant ventricular arrhythmia) and 30 age- and sex-matched carriers with no or a mild phenotype. Of the top 25 mass spectrometry peaks selected by sparse partial least squares discriminant analysis, XGBoost gradient boosted trees, and Lasso logistic regression (42 total), 36 associated with severe HCM at a p < 0.05, 20 at p < 0.01, and 3 at p < 0.001. These peaks could be clustered to several metabolic pathways, including acylcarnitine, histidine, lysine, purine and steroid hormone metabolism, and proteolysis. In conclusion, this exploratory case-control study identified metabolites associated with severe phenotypes in MYBPC3 founder variant carriers. Future studies should assess whether these biomarkers contribute to HCM pathogenesis and evaluate their contribution to risk stratification.
KW - biomarkers
KW - hypertrophic cardiomyopathy
KW - metabolomics
KW - MYBPC3
U2 - 10.3390/ijms24044031
DO - 10.3390/ijms24044031
M3 - Article
AN - SCOPUS:85149029803
SN - 1661-6596
VL - 24
JO - International Journal of Molecular Sciences
JF - International Journal of Molecular Sciences
IS - 4
M1 - 4031
ER -