Yuichi J Shimada1,2, Yoshihiko Raita3, Lusha W Liang1, Mathew S Maurer1, Kohei Hasegawa3, Michael A Fifer2, Muredach P Reilly1,4. 1. Division of Cardiology, Department of Medicine (Y.J.S., L.W.L., M.S.M., M.P.R.), Columbia University Irving Medical Center, New York, NY. 2. Cardiology Division, Department of Medicine (Y.J.S., M.A.F.), Massachusetts General Hospital, Harvard Medical School, Boston. 3. Department of Emergency Medicine (Y.R., K.H.), Massachusetts General Hospital, Harvard Medical School, Boston. 4. Irving Institute for Clinical and Translational Research (M.P.R.), Columbia University Irving Medical Center, New York, NY.
Abstract
BACKGROUND: Hypertrophic cardiomyopathy (HCM) is caused by mutations in the genes coding for proteins essential in normal myocardial contraction. However, it remains unclear through which molecular pathways gene mutations mediate the development of HCM. The objectives were to determine plasma protein biomarkers of HCM and to reveal molecular pathways differentially regulated in HCM. METHODS: We conducted a multicenter case-control study of cases with HCM and controls with hypertensive left ventricular hypertrophy. We performed plasma proteomics profiling of 1681 proteins. We performed a sparse partial least squares discriminant analysis to develop a proteomics-based discrimination model with data from 1 institution (ie, the training set). We tested the discriminative ability in independent samples from the other institution (ie, the test set). As an exploratory analysis, we executed pathway analysis of significantly dysregulated proteins. Pathways with false discovery rate <0.05 were declared positive. RESULTS: The study included 266 cases and 167 controls (n=308 in the training set; n=125 in the test set). Using the proteomics-based model derived from the training set, the area under the receiver operating characteristic curve was 0.89 (95% CI, 0.83-0.94) in the test set. Pathway analysis revealed that the Ras-MAPK (mitogen-activated protein kinase) pathway, along with its upstream and downstream pathways, was upregulated in HCM. Pathways involved in inflammation and fibrosis-for example, the TGF (transforming growth factor)-β pathway-were also upregulated. CONCLUSIONS: This study serves as the largest-scale investigation with the most comprehensive proteomics profiling in HCM, revealing circulating biomarkers and exhibiting both novel (eg, Ras-MAPK) and known (eg, TGF-β) pathways differentially regulated in HCM.
BACKGROUND: Hypertrophic cardiomyopathy (HCM) is caused by mutations in the genes coding for proteins essential in normal myocardial contraction. However, it remains unclear through which molecular pathways gene mutations mediate the development of HCM. The objectives were to determine plasma protein biomarkers of HCM and to reveal molecular pathways differentially regulated in HCM. METHODS: We conducted a multicenter case-control study of cases with HCM and controls with hypertensive left ventricular hypertrophy. We performed plasma proteomics profiling of 1681 proteins. We performed a sparse partial least squares discriminant analysis to develop a proteomics-based discrimination model with data from 1 institution (ie, the training set). We tested the discriminative ability in independent samples from the other institution (ie, the test set). As an exploratory analysis, we executed pathway analysis of significantly dysregulated proteins. Pathways with false discovery rate <0.05 were declared positive. RESULTS: The study included 266 cases and 167 controls (n=308 in the training set; n=125 in the test set). Using the proteomics-based model derived from the training set, the area under the receiver operating characteristic curve was 0.89 (95% CI, 0.83-0.94) in the test set. Pathway analysis revealed that the Ras-MAPK (mitogen-activated protein kinase) pathway, along with its upstream and downstream pathways, was upregulated in HCM. Pathways involved in inflammation and fibrosis-for example, the TGF (transforming growth factor)-β pathway-were also upregulated. CONCLUSIONS: This study serves as the largest-scale investigation with the most comprehensive proteomics profiling in HCM, revealing circulating biomarkers and exhibiting both novel (eg, Ras-MAPK) and known (eg, TGF-β) pathways differentially regulated in HCM.
Authors: Jin M Cheng; K Martijn Akkerhuis; Olivier Meilhac; Rohit M Oemrawsingh; Hector M Garcia-Garcia; Robert-Jan van Geuns; Dominique Piquer; Delphine Merle; Emilie du Paty; Pascale Galéa; Frederic Jaisser; Patrick Rossignol; Patrick W Serruys; Eric Boersma; Jeannette Fareh; Isabella Kardys Journal: Arterioscler Thromb Vasc Biol Date: 2014-03-20 Impact factor: 8.311
Authors: H Kai; A Muraishi; Y Sugiu; H Nishi; Y Seki; F Kuwahara; A Kimura; H Kato; T Imaizumi Journal: Circ Res Date: 1998-09-21 Impact factor: 17.367
Authors: Andrea Frustaci; Fabiola Ciccosanti; Cristina Chimenti; Roberta Nardacci; Marco Corazzari; Romina Verardo; Giuseppe Ippolito; Nicola Petrosillo; Gian Maria Fimia; Mauro Piacentini Journal: Int J Cardiol Date: 2015-10-20 Impact factor: 4.164
Authors: Debby Ngo; Sumita Sinha; Dongxiao Shen; Eric W Kuhn; Michelle J Keyes; Xu Shi; Mark D Benson; John F O'Sullivan; Hasmik Keshishian; Laurie A Farrell; Michael A Fifer; Ramachandran S Vasan; Marc S Sabatine; Martin G Larson; Steven A Carr; Thomas J Wang; Robert E Gerszten Journal: Circulation Date: 2016-07-26 Impact factor: 29.690
Authors: Steve R Ommen; Seema Mital; Michael A Burke; Sharlene M Day; Anita Deswal; Perry Elliott; Lauren L Evanovich; Judy Hung; José A Joglar; Paul Kantor; Carey Kimmelstiel; Michelle Kittleson; Mark S Link; Martin S Maron; Matthew W Martinez; Christina Y Miyake; Hartzell V Schaff; Christopher Semsarian; Paul Sorajja Journal: Circulation Date: 2020-11-20 Impact factor: 29.690
Authors: Stephan Kraemer; Jonathan D Vaught; Christopher Bock; Larry Gold; Evaldas Katilius; Tracy R Keeney; Nancy Kim; Nicholas A Saccomano; Sheri K Wilcox; Dom Zichi; Glenn M Sanders Journal: PLoS One Date: 2011-10-17 Impact factor: 3.240
Authors: Bhaswati Pandit; Anna Sarkozy; Len A Pennacchio; Claudio Carta; Kimihiko Oishi; Simone Martinelli; Edgar A Pogna; Wendy Schackwitz; Anna Ustaszewska; Andrew Landstrom; J Martijn Bos; Steve R Ommen; Giorgia Esposito; Francesca Lepri; Christian Faul; Peter Mundel; Juan P López Siguero; Romano Tenconi; Angelo Selicorni; Cesare Rossi; Laura Mazzanti; Isabella Torrente; Bruno Marino; Maria C Digilio; Giuseppe Zampino; Michael J Ackerman; Bruno Dallapiccola; Marco Tartaglia; Bruce D Gelb Journal: Nat Genet Date: 2007-07-01 Impact factor: 38.330
Authors: S J Kiddle; C J Steves; M Mehta; A Simmons; X Xu; S Newhouse; M Sattlecker; N J Ashton; C Bazenet; R Killick; J Adnan; E Westman; S Nelson; H Soininen; I Kloszewska; P Mecocci; M Tsolaki; B Vellas; C Curtis; G Breen; S C R Williams; S Lovestone; T D Spector; R J B Dobson Journal: Transl Psychiatry Date: 2015-06-16 Impact factor: 6.222
Authors: Bradley S Lander; Yanling Zhao; Kohei Hasegawa; Mathew S Maurer; Albree Tower-Rader; Michael A Fifer; Muredach P Reilly; Yuichi J Shimada Journal: Front Cardiovasc Med Date: 2022-06-17
Authors: Daan Ceelen; Adriaan A Voors; Jasper Tromp; Dirk J van Veldhuisen; Kenneth Dickstein; Rudolf A de Boer; Chim C Lang; Stefan D Anker; Leong L Ng; Marco Metra; Piotr Ponikowski; Sylwia M Figarska Journal: Eur J Heart Fail Date: 2022-01-23 Impact factor: 17.349