1
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Wang Q, Tang TM, Youlton N, Weldy CS, Kenney AM, Ronen O, Weston Hughes J, Chin ET, Sutton SC, Agarwal A, Li X, Behr M, Kumbier K, Moravec CS, Wilson Tang WH, Margulies KB, Cappola TP, Butte AJ, Arnaout R, Brown JB, Priest JR, Parikh VN, Yu B, Ashley EA. Epistasis regulates genetic control of cardiac hypertrophy. medRxiv 2024:2023.11.06.23297858. [PMID: 37987017 PMCID: PMC10659487 DOI: 10.1101/2023.11.06.23297858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
The combinatorial effect of genetic variants is often assumed to be additive. Although genetic variation can clearly interact non-additively, methods to uncover epistatic relationships remain in their infancy. We develop low-signal signed iterative random forests to elucidate the complex genetic architecture of cardiac hypertrophy. We derive deep learning-based estimates of left ventricular mass from the cardiac MRI scans of 29,661 individuals enrolled in the UK Biobank. We report epistatic genetic variation including variants close to CCDC141 , IGF1R , TTN , and TNKS. Several loci where variants were deemed insignificant in univariate genome-wide association analyses are identified. Functional genomic and integrative enrichment analyses reveal a complex gene regulatory network in which genes mapped from these loci share biological processes and myogenic regulatory factors. Through a network analysis of transcriptomic data from 313 explanted human hearts, we found strong gene co-expression correlations between these statistical epistasis contributors in healthy hearts and a significant connectivity decrease in failing hearts. We assess causality of epistatic effects via RNA silencing of gene-gene interactions in human induced pluripotent stem cell-derived cardiomyocytes. Finally, single-cell morphology analysis using a novel high-throughput microfluidic system shows that cardiomyocyte hypertrophy is non-additively modifiable by specific pairwise interactions between CCDC141 and both TTN and IGF1R . Our results expand the scope of genetic regulation of cardiac structure to epistasis.
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2
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Wang Q, Tang TM, Youlton N, Weldy CS, Kenney AM, Ronen O, Hughes JW, Chin ET, Sutton SC, Agarwal A, Li X, Behr M, Kumbier K, Moravec CS, Tang WHW, Margulies KB, Cappola TP, Butte AJ, Arnaout R, Brown JB, Priest JR, Parikh VN, Yu B, Ashley EA. Epistasis regulates genetic control of cardiac hypertrophy. Res Sq 2023:rs.3.rs-3509208. [PMID: 38045390 PMCID: PMC10690313 DOI: 10.21203/rs.3.rs-3509208/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
The combinatorial effect of genetic variants is often assumed to be additive. Although genetic variation can clearly interact non-additively, methods to uncover epistatic relationships remain in their infancy. We develop low-signal signed iterative random forests to elucidate the complex genetic architecture of cardiac hypertrophy. We derive deep learning-based estimates of left ventricular mass from the cardiac MRI scans of 29,661 individuals enrolled in the UK Biobank. We report epistatic genetic variation including variants close to CCDC141, IGF1R, TTN, and TNKS. Several loci not prioritized by univariate genome-wide association analysis are identified. Functional genomic and integrative enrichment analyses reveal a complex gene regulatory network in which genes mapped from these loci share biological processes and myogenic regulatory factors. Through a network analysis of transcriptomic data from 313 explanted human hearts, we show that these interactions are preserved at the level of the cardiac transcriptome. We assess causality of epistatic effects via RNA silencing of gene-gene interactions in human induced pluripotent stem cell-derived cardiomyocytes. Finally, single-cell morphology analysis using a novel high-throughput microfluidic system shows that cardiomyocyte hypertrophy is non-additively modifiable by specific pairwise interactions between CCDC141 and both TTN and IGF1R. Our results expand the scope of genetic regulation of cardiac structure to epistasis.
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Affiliation(s)
- Qianru Wang
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Tiffany M. Tang
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
| | - Nathan Youlton
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Chad S. Weldy
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Ana M. Kenney
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
| | - Omer Ronen
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
| | - J. Weston Hughes
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Elizabeth T. Chin
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Shirley C. Sutton
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Abhineet Agarwal
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
| | - Xiao Li
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
| | - Merle Behr
- Faculty of Informatics and Data Science, University of Regensburg, Regensburg, Germany
| | - Karl Kumbier
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - Christine S. Moravec
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - W. H. Wilson Tang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Cardiovascular Medicine, Heart Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kenneth B. Margulies
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Hospital of The University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas P. Cappola
- Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Hospital of The University of Pennsylvania, Philadelphia, PA, USA
| | - Atul J. Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
| | - Rima Arnaout
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
| | - James B. Brown
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
- Division of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - James R. Priest
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
- Tenaya Therapeutics, San Francisco, CA, USA
| | - Victoria N. Parikh
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Bin Yu
- Department of Statistics, University of California, Berkeley, Berkeley, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA, USA
- Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Euan A. Ashley
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA, USA
- Chan Zuckerberg Biohub – San Francisco, San Francisco, CA, USA
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3
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Tchou G, Ponce-Balbuena D, Liu N, Gore-Panter S, Hsu J, Liu F, Opoku E, Brubaker G, Schumacher SM, Moravec CS, Barnard J, Van Wagoner DR, Chung MK, Smith JD. Decreased FAM13B Expression Increases Atrial Fibrillation Susceptibility by Regulating Sodium Current and Calcium Handling. JACC Basic Transl Sci 2023; 8:1357-1378. [PMID: 38094680 PMCID: PMC10714175 DOI: 10.1016/j.jacbts.2023.05.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 05/16/2023] [Accepted: 05/16/2023] [Indexed: 04/17/2024]
Abstract
A specific genetic variant associated with atrial fibrillation risk, rs17171731, was identified as a regulatory variant responsible for controlling FAM13B expression. The atrial fibrillation risk allele decreases FAM13B expression, whose knockdown alters the expression of many genes in stem cell-derived cardiomyocytes, including SCN2B, and led to pro-arrhythmogenic changes in the late sodium current and Ca2+ cycling. Fam13b knockout mice had increased P-wave and QT interval duration and were more susceptible to pacing-induced arrhythmias vs control mice. FAM13B expression, its regulation, and downstream effects are potential targets for investigation of patient-specific therapeutics.
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Affiliation(s)
- Gregory Tchou
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Nana Liu
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Shamone Gore-Panter
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jeffrey Hsu
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Fang Liu
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Emmanuel Opoku
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Gregory Brubaker
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sarah M. Schumacher
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Christine S. Moravec
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - John Barnard
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - David R. Van Wagoner
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Mina K. Chung
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jonathan D. Smith
- Departments of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, USA
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Wu X, Liu H, Brooks A, Xu S, Luo J, Steiner R, Mickelsen DM, Moravec CS, Jeffrey AD, Small EM, Jin ZG. SIRT6 Mitigates Heart Failure With Preserved Ejection Fraction in Diabetes. Circ Res 2022; 131:926-943. [PMID: 36278398 PMCID: PMC9669223 DOI: 10.1161/circresaha.121.318988] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 10/13/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Heart failure with preserved ejection fraction (HFpEF) is a growing health problem without effective therapies. Epidemiological studies indicate that diabetes is a strong risk factor for HFpEF, and about 45% of patients with HFpEF are suffering from diabetes, yet the underlying mechanisms remain elusive. METHODS Using a combination of echocardiography, hemodynamics, RNA-sequencing, molecular biology, in vitro and in vivo approaches, we investigated the roles of SIRT6 (sirtuin 6) in regulation of endothelial fatty acid (FA) transport and HFpEF in diabetes. RESULTS We first observed that endothelial SIRT6 expression was markedly diminished in cardiac tissues from heart failure patients with diabetes. We then established an experimental mouse model of HFpEF in diabetes induced by a combination of the long-term high-fat diet feeding and a low-dose streptozocin challenge. We also generated a unique humanized SIRT6 transgenic mouse model, in which a single copy of human SIRT6 transgene was engineered at mouse Rosa26 locus and conditionally induced with the Cre-loxP technology. We found that genetically restoring endothelial SIRT6 expression in the diabetic mice ameliorated diastolic dysfunction concurrently with decreased cardiac lipid accumulation. SIRT6 gain- or loss-of-function studies showed that SIRT6 downregulated endothelial FA uptake. Mechanistically, SIRT6 suppressed endothelial expression of PPARγ through SIRT6-dependent deacetylation of histone H3 lysine 9 around PPARγ promoter region; and PPARγ reduction mediated SIRT6-dependent inhibition of endothelial FA uptake. Importantly, oral administration of small molecule SIRT6 activator MDL-800 to diabetic mice mitigated cardiac lipid accumulation and diastolic dysfunction. CONCLUSIONS The impairment of endothelial SIRT6 expression links diabetes to HFpEF through the alteration of FA transport across the endothelial barrier. Genetic and pharmacological strategies that restored endothelial SIRT6 function in mice with diabetes alleviated experimental HFpEF by limiting FA uptake and improving cardiac metabolism, thus warranting further clinical evaluation.
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Affiliation(s)
- Xiaoqian Wu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
- Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, the NMPA Key Laboratory of Respiratory Disease, School of Pharmaceutical Science, Guangzhou Medical University, Guangzhou 511436, PR China
| | - Huan Liu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Alan Brooks
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Suowen Xu
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Jinque Luo
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Rebbeca Steiner
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Deanne M. Mickelsen
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Christine S. Moravec
- Department of Cardiovascular & Metabolic Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Alexis D. Jeffrey
- Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Eric M. Small
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Zheng Gen Jin
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
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5
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Liu CF, Ni Y, Thachil V, Morley M, Moravec CS, Tang WHW. Differential expression of members of SOX family of transcription factors in failing human hearts. Transl Res 2022; 242:66-78. [PMID: 34695607 PMCID: PMC8891044 DOI: 10.1016/j.trsl.2021.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 10/09/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
Abstract
The Sry-related high-mobility-group box (SOX) gene family, with 20 known transcription factors in humans, plays an essential role during development and disease processes. Several SOX proteins (SOX4, 11, and 9) are required for normal heart morphogenesis. SOX9 was shown to contribute to cardiac fibrosis. However, differential expression of other SOXs and their roles in the failing human myocardium have not been explored. Here, we used the whole-transcriptome sequencing (RNA-seq), gene co-expression, and meta-analysis to examine whether any SOX factors might play a role in the failing human myocardium. RNA-seq analysis was performed for cardiac tissue samples from heart failure (HF) patients due to dilated cardiomyopathy (DCM), or hypertrophic cardiomyopathy (HCM) and healthy donors (NF). The RNA levels of 20 SOX genes from RNA-seq data were extracted and compared to the 3 groups. Four SOX genes whose RNA levels were significantly upregulated in DCM or HCM compared to NF. However, only SOX4 and SOX8 proteins were markedly increased in the HF groups. A moderate to strong correlation was observed between the RNA level of SOX4/8 and fibrotic genes among each individual. Gene co-expression network analysis identified genes associated and respond similarly to perturbations with SOX4 in cardiac tissues. Using a meta-analysis combining epigenetics and genome-wide association data, we reported several genomic variants associated with HF phenotype linked to SOX4 or SOX8. In summary, our results implicate that SOX4 and SOX8 have a role in cardiomyopathy, leading to HF in humans. The molecular mechanism associated with them in HF warrants further investigation.
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Affiliation(s)
- Chia-Feng Liu
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Ying Ni
- Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio
| | - Varun Thachil
- Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, Cleveland, Ohio
| | - Michael Morley
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christine S Moravec
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Wai Hong Wilson Tang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio; Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio.
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6
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Stachowski-Doll MJ, Papadaki M, Martin TG, Ma W, Gong HM, Shao S, Shen S, Muntu NA, Kumar M, Perez E, Martin JL, Moravec CS, Sadayappan S, Campbell SG, Irving T, Kirk JA. GSK-3β Localizes to the Cardiac Z-Disc to Maintain Length Dependent Activation. Circ Res 2022; 130:871-886. [PMID: 35168370 PMCID: PMC8930626 DOI: 10.1161/circresaha.121.319491] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Altered kinase localization is gaining appreciation as a mechanism of cardiovascular disease. Previous work suggests GSK-3β (glycogen synthase kinase 3β) localizes to and regulates contractile function of the myofilament. We aimed to discover GSK-3β's in vivo role in regulating myofilament function, the mechanisms involved, and the translational relevance. METHODS Inducible cardiomyocyte-specific GSK-3β knockout mice and left ventricular myocardium from nonfailing and failing human hearts were studied. RESULTS Skinned cardiomyocytes from knockout mice failed to exhibit calcium sensitization with stretch indicating a loss of length-dependent activation (LDA), the mechanism underlying the Frank-Starling Law. Titin acts as a length sensor for LDA, and knockout mice had decreased titin stiffness compared with control mice, explaining the lack of LDA. Knockout mice exhibited no changes in titin isoforms, titin phosphorylation, or other thin filament phosphorylation sites known to affect passive tension or LDA. Mass spectrometry identified several z-disc proteins as myofilament phospho-substrates of GSK-3β. Agreeing with the localization of its targets, GSK-3β that is phosphorylated at Y216 binds to the z-disc. We showed pY216 was necessary and sufficient for z-disc binding using adenoviruses for wild-type, Y216F, and Y216E GSK-3β in neonatal rat ventricular cardiomyocytes. One of GSK-3β's z-disc targets, abLIM-1 (actin-binding LIM protein 1), binds to the z-disc domains of titin that are important for maintaining passive tension. Genetic knockdown of abLIM-1 via siRNA in human engineered heart tissues resulted in enhancement of LDA, indicating abLIM-1 may act as a negative regulator that is modulated by GSK-3β. Last, GSK-3β myofilament localization was reduced in left ventricular myocardium from failing human hearts, which correlated with depressed LDA. CONCLUSIONS We identified a novel mechanism by which GSK-3β localizes to the myofilament to modulate LDA. Importantly, z-disc GSK-3β levels were reduced in patients with heart failure, indicating z-disc localized GSK-3β is a possible therapeutic target to restore the Frank-Starling mechanism in patients with heart failure.
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Affiliation(s)
- Marisa J Stachowski-Doll
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
| | - Maria Papadaki
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
| | - Thomas G Martin
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
| | - Weikang Ma
- Center for Synchrotron Radiation Research and Instrumentation and Department of Biological Sciences, Illinois Institute of Technology, Chicago (W.M., H.M.G., T.I.)
| | - Henry M Gong
- Center for Synchrotron Radiation Research and Instrumentation and Department of Biological Sciences, Illinois Institute of Technology, Chicago (W.M., H.M.G., T.I.)
| | - Stephanie Shao
- Department of Bioengineering, Yale University, New Haven, CT (S. Shao, S. Shen, S.G.C.)
| | - Shi Shen
- Department of Bioengineering, Yale University, New Haven, CT (S. Shao, S. Shen, S.G.C.)
| | - Nitha Aima Muntu
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
| | - Mohit Kumar
- Division of Cardiovascular Health and Disease, Department of Internal Medicine, Heart, Lung, and Vascular Institute, University of Cincinnati, OH (M.K., S. Sadayappan)
| | - Edith Perez
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
| | - Jody L Martin
- Department of Pharmacology, Cardiovascular Research Institute, UC Davis School of Medicine, CA (J.L.M.)
| | - Christine S Moravec
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, OH (C.S.M.)
| | - Sakthivel Sadayappan
- Division of Cardiovascular Health and Disease, Department of Internal Medicine, Heart, Lung, and Vascular Institute, University of Cincinnati, OH (M.K., S. Sadayappan)
| | - Stuart G Campbell
- Department of Bioengineering, Yale University, New Haven, CT (S. Shao, S. Shen, S.G.C.).,Department of Cellular and Molecular Physiology, Yale School of Medicine, New Haven, CT (S.G.C.)
| | - Thomas Irving
- Center for Synchrotron Radiation Research and Instrumentation and Department of Biological Sciences, Illinois Institute of Technology, Chicago (W.M., H.M.G., T.I.)
| | - Jonathan A Kirk
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL (M.J.S.-D., M.P., T.G.M., N.A.M., E.P., J.A.K.)
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7
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Ward Z, Schmeier S, Saddic L, Sigurdsson MI, Cameron VA, Pearson J, Miller A, Morley-Bunker A, Gorham J, Seidman JG, Moravec CS, Sweet WE, Aranki SF, Body S, Muehlschlegel JD, Pilbrow AP. Novel and Annotated Long Noncoding RNAs Associated with Ischemia in the Human Heart. Int J Mol Sci 2021; 22:ijms222111324. [PMID: 34768754 PMCID: PMC8583240 DOI: 10.3390/ijms222111324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 10/15/2021] [Accepted: 10/18/2021] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Long noncoding RNAs (lncRNAs) have been implicated in the pathogenesis of cardiovascular diseases. We aimed to identify novel lncRNAs associated with the early response to ischemia in the heart. METHODS AND RESULTS RNA sequencing data gathered from 81 paired left ventricle samples from patients undergoing cardiopulmonary bypass was collected before and after a period of ischemia. Novel lncRNAs were validated with Oxford Nanopore Technologies long-read sequencing. Gene modules associated with an early ischemic response were identified and the subcellular location of selected lncRNAs was determined with RNAscope. A total of 2446 mRNAs, 270 annotated lncRNAs and one novel lncRNA differed in response to ischemia (adjusted p < 0.001, absolute fold change >1.2). The novel lncRNA belonged to a gene module of highly correlated genes that also included 39 annotated lncRNAs. This module associated with ischemia (Pearson correlation coefficient = -0.69, p = 1 × 10-23) and activation of cell death pathways (p < 6 × 10-9). A further nine novel cardiac lncRNAs were identified, of which, one overlapped five cis-eQTL eSNPs for the gene RWD Domain-Containing Sumoylation Enhancer (RWDD3) and was itself correlated with RWDD3 expression (Pearson correlation coefficient -0.2, p = 0.002). CONCLUSION We have identified 10 novel lncRNAs, one of which was associated with myocardial ischemia and may have potential as a novel therapeutic target or early marker for myocardial dysfunction.
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Affiliation(s)
- Zoe Ward
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
- Correspondence: ; Tel.: +64-3-364-0543
| | - Sebastian Schmeier
- School of Natural and Computational Sciences, Massey University, Auckland 0745, New Zealand;
| | - Louis Saddic
- Department of Anesthesiology and Perioperative Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA;
| | - Martin I. Sigurdsson
- Department of Anesthesiology and Critical Care Medicine, Landspitali—The National University Hospital of Iceland, Faculty of Medicine, University of Iceland, 101 Reykjavik, Iceland;
| | - Vicky A. Cameron
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
| | - John Pearson
- Biostatistics and Computational Biology Unit, University of Otago, Christchurch 8011, New Zealand;
| | - Allison Miller
- Department of Pathology and Biomedical Science, University of Otago, Christchurch 8011, New Zealand; (A.M.); (A.M.-B.)
| | - Arthur Morley-Bunker
- Department of Pathology and Biomedical Science, University of Otago, Christchurch 8011, New Zealand; (A.M.); (A.M.-B.)
| | - Josh Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; (J.G.); (J.G.S.)
| | - Jonathan G. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA; (J.G.); (J.G.S.)
| | - Christine S. Moravec
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44122, USA; (C.S.M.); (W.E.S.)
| | - Wendy E. Sweet
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH 44122, USA; (C.S.M.); (W.E.S.)
| | - Sary F. Aranki
- Department of Surgery, Division of Cardiac Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (S.F.A.); (J.D.M.)
| | - Simon Body
- Department of Anesthesiology, Boston University School of Medicine, Boston, MA 02115, USA;
| | - Jochen D. Muehlschlegel
- Department of Surgery, Division of Cardiac Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (S.F.A.); (J.D.M.)
| | - Anna P. Pilbrow
- Christchurch Heart Institute, University of Otago, Christchurch 8011, New Zealand; (V.A.C.); (A.P.P.)
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8
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Rennison JH, Wass SY, Lin CR, Sun H, Hsu J, Cantlay C, Castel L, Lovano B, McHale M, Gillinov AM, Moravec CS, Smith JD, Chung MK, Barnard J, Van Wagoner DR. Abstract P382: Transcriptomic Analysis Of Human Left Atrial Tissue Reveals Mitochondrial Gene Co-expression. Circ Res 2021. [DOI: 10.1161/res.129.suppl_1.p382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Atrial fibrillation (AF) risk is heritable. High rate electrical activity in AF requires increased energy. Atrial mitochondrial structure and function are altered in AF patients in an effort to generate adequate ATP through oxidative phosphorylation. Genomic studies have identified putative AF risk genes, but the association of AF risk genes with expression of mitochondrial genes is unclear. We tested the hypothesis that putative AF risk genes are co-expressed with mitochondrial genes that play a role in atrial energy production. RNA-seq was performed on left atrial appendage (LAA) tissues obtained from 251 cardiac surgery patients. RNA coexpression profiles were evaluated for 222 putative AF risk genes. Genes encoding proteins that localize to the mitochondria were identified using MitoCarta 2.0. Changes in metabolic pathways were detected using Ingenuity Pathway Analysis (IPA). Our analysis identified 128 AF risk genes that coexpressed with at least one mitochondrial gene. The highest level of mitochondrial gene coexpression was evident with PCCB, in which 30% (253 of 848) of coexpressed genes were mitochondrial. CASQ2 (24%, 104 of 431) and ASAH1 (20%, 37 of 182) also showed high levels of mitochondrial gene coexpression. The IPA Oxidative Phosphorylation Pathway was significantly altered (p<0.05) for 26 AF risk genes, with CASQ2 (9.42E-79), MYH6 (4.73E-78), YWHAE (4.96E-75), and TTN (4.30E-71) the most strongly associated (Table). Additionally, 12 AF risk genes coexpressed with genes encoded by mitochondrial DNA (mtDNA) (Table). ASAH1, CASQ2, MYH6, NACA, NUCKS1, PLN, TTN, and YWHAE coexpressed with all 13 mtDNA encoded components of the electron transport chain. Many AF risk genes show significant coexpression with mitochondrial genes. We propose that genetic risk scores based on these AF risk genes may identify a subset of AF patients that would benefit from AF therapies that enhance metabolic activity.
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Affiliation(s)
| | | | | | - Han Sun
- Cleveland Clinic, Cleveland, OH
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9
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Martin TG, Myers VD, Dubey P, Dubey S, Perez E, Moravec CS, Willis MS, Feldman AM, Kirk JA. Cardiomyocyte contractile impairment in heart failure results from reduced BAG3-mediated sarcomeric protein turnover. Nat Commun 2021; 12:2942. [PMID: 34011988 PMCID: PMC8134551 DOI: 10.1038/s41467-021-23272-z] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 04/22/2021] [Indexed: 12/22/2022] Open
Abstract
The association between reduced myofilament force-generating capacity (Fmax) and heart failure (HF) is clear, however the underlying molecular mechanisms are poorly understood. Here, we show impaired Fmax arises from reduced BAG3-mediated sarcomere turnover. Myofilament BAG3 expression decreases in human HF and positively correlates with Fmax. We confirm this relationship using BAG3 haploinsufficient mice, which display reduced Fmax and increased myofilament ubiquitination, suggesting impaired protein turnover. We show cardiac BAG3 operates via chaperone-assisted selective autophagy (CASA), conserved from skeletal muscle, and confirm sarcomeric CASA complex localization is BAG3/proteotoxic stress-dependent. Using mass spectrometry, we characterize the myofilament CASA interactome in the human heart and identify eight clients of BAG3-mediated turnover. To determine if increasing BAG3 expression in HF can restore sarcomere proteostasis/Fmax, HF mice were treated with rAAV9-BAG3. Gene therapy fully rescued Fmax and CASA protein turnover after four weeks. Our findings indicate BAG3-mediated sarcomere turnover is fundamental for myofilament functional maintenance. Decreased expression of BAG3 in the heart is associated with contractile dysfunction and heart failure. Here the authors show that this is due to decreased BAG3-dependent sarcomere protein turnover, which impairs mechanical function, and that sarcomere force-generating capacity is restored with BAG3 gene therapy.
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Affiliation(s)
- Thomas G Martin
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL, USA
| | - Valerie D Myers
- Department of Medicine, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Praveen Dubey
- Department of Medicine, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Shubham Dubey
- Department of Medicine, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Edith Perez
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL, USA
| | - Christine S Moravec
- Department of Medicine, Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA
| | - Monte S Willis
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Arthur M Feldman
- Department of Medicine, Temple University Lewis Katz School of Medicine, Philadelphia, PA, USA
| | - Jonathan A Kirk
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, IL, USA.
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10
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Martin TG, Tawfik S, Moravec CS, Pak TR, Kirk JA. BAG3 expression and sarcomere localization in the human heart are linked to HSF-1 and are differentially affected by sex and disease. Am J Physiol Heart Circ Physiol 2021; 320:H2339-H2350. [PMID: 33989081 DOI: 10.1152/ajpheart.00419.2020] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Mutations to the sarcomere-localized cochaperone protein Bcl2-associated athanogene 3 (BAG3) are associated with dilated cardiomyopathy (DCM) and display greater penetrance in male patients. Decreased protein expression of BAG3 is also associated with nongenetic heart failure; however, the factors regulating cardiac BAG3 expression are unknown. Using left ventricular (LV) tissue from nonfailing and DCM human samples, we found that whole LV BAG3 expression was not significantly impacted by DCM or sex; however, myofilament localized BAG3 was significantly decreased in males with DCM. Females with DCM displayed no changes in BAG3 compared with nonfailing. This sex difference appears to be estrogen independent, as estrogen treatment in ovariectomized female rats had no impact on BAG3 expression. BAG3 gene expression in noncardiac cells is primarily regulated by the heat shock transcription factor-1 (HSF-1). We show whole LV HSF-1 expression and nuclear localized/active HSF-1 each displayed a striking positive correlation with whole LV BAG3 expression. We further found that HSF-1 localizes to the sarcomere Z-disc in cardiomyocytes and that this myofilament-associated HSF-1 pool decreases in heart failure. The decrease of HSF-1 was more pronounced in male patients and tightly correlated with myofilament BAG3 expression. Together our findings indicate that cardiac BAG3 expression and myofilament localization are differentially impacted by sex and disease and are linked to HSF-1.NEW & NOTEWORTHY Myofilament BAG3 expression decreases in male patients with nonischemic DCM but is preserved in female patients with DCM. BAG3 expression in the human heart is tightly linked to HSF-1 expression and nuclear translocation. HSF-1 localizes to the sarcomere Z-disc in the human heart. HSF-1 expression in the myofilament fraction decreases in male patients with DCM and positively correlates with myofilament BAG3.
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Affiliation(s)
- Thomas G Martin
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, Illinois
| | - Sara Tawfik
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, Illinois
| | - Christine S Moravec
- Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Toni R Pak
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, Illinois
| | - Jonathan A Kirk
- Department of Cell and Molecular Physiology, Loyola University Stritch School of Medicine, Maywood, Illinois
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11
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Liu CF, Ni Y, Moravec CS, Morley M, Ashley EA, Cappola TP, Margulies KB, Tang WHW. Whole-Transcriptome Profiling of Human Heart Tissues Reveals the Potential Novel Players and Regulatory Networks in Different Cardiomyopathy Subtypes of Heart Failure. Circ Genom Precis Med 2021; 14:e003142. [PMID: 33517678 DOI: 10.1161/circgen.120.003142] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Chia-Feng Liu
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute (C.-F.L., C.S.M., W.H.W.T.), Cleveland Clinic, OH
| | - Ying Ni
- Taussig Cancer Institute (Y.N.), Cleveland Clinic, OH
| | - Christine S Moravec
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute (C.-F.L., C.S.M., W.H.W.T.), Cleveland Clinic, OH
| | - Michael Morley
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.M., T.P.C., K.B.M.)
| | - Euan A Ashley
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University Medical Center, CA (E.A.A.)
| | - Thomas P Cappola
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.M., T.P.C., K.B.M.)
| | - Kenneth B Margulies
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.M., T.P.C., K.B.M.)
| | - W H Wilson Tang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute (C.-F.L., C.S.M., W.H.W.T.), Cleveland Clinic, OH.,Heart and Vascular Institute (W.H.W.T.), Cleveland Clinic, OH
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12
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McTiernan CF, Lemster BH, Bedi KC, Margulies KB, Moravec CS, Hsieh PN, Shusterman V, Saba S. Circadian Pattern of Ion Channel Gene Expression in Failing Human Hearts. Circ Arrhythm Electrophysiol 2020; 14:e009254. [PMID: 33301345 DOI: 10.1161/circep.120.009254] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Ventricular tachyarrhythmias and sudden cardiac death show a circadian pattern of occurrence in patients with heart failure. In the rodent ventricle, a significant portion of genes, including some ion channels, shows a circadian pattern of expression. However, genes that define electrophysiological properties in failing human heart ventricles have not been examined for a circadian expression pattern. METHODS Ventricular tissue samples were collected from patients at the time of cardiac transplantation. Two sets of samples (n=37 and 46, one set with a greater arrhythmic history) were selected to generate pseudo-time series according to their collection time. A third set (n=27) of samples was acquired from the nonfailing ventricles of brain-dead donors. The expression of 5 known circadian clock genes and 19 additional ion channel genes plausibly important to electrophysiological properties were analyzed by real-time polymerase chain reaction and then analyzed for the percentage of expression variation attributed to a 24-hour circadian pattern. RESULTS The 5 known circadian clock gene transcripts showed a strong circadian expression pattern. Compared with rodent hearts, the human circadian clock gene transcripts showed a similar temporal order of acrophases but with a ≈7.6 hours phase shift. Five of the ion channel genes also showed strong circadian expression. Comparable studies of circadian clock gene expression in samples recovered from nonheart failure brain-dead donors showed acrophase shifts, or weak or complete loss of circadian rhythmicity, suggesting alterations in circadian gene expression. CONCLUSIONS Ventricular tissue from failing human hearts display a circadian pattern of circadian clock gene expression but phase-shifted relative to rodent hearts. At least 5 ion channels show a circadian expression pattern in the ventricles of failing human hearts, which may underlie a circadian pattern of ventricular tachyarrhythmia/sudden cardiac death. Nonfailing hearts from brain-dead donors show marked differences in circadian clock gene expression patterns, suggesting fundamental deviations from circadian expression.
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Affiliation(s)
- Charles F McTiernan
- Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, PA (C.F.M., B.H.L., S.S.)
| | - Bonnie H Lemster
- Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, PA (C.F.M., B.H.L., S.S.)
| | - Kenneth C Bedi
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia (K.C.B)
| | - Kenneth B Margulies
- Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (K.B.M.)
| | - Christine S Moravec
- Department of Cardiovascular Medicine, Cleveland Clinic Foundation, OH (C.S.M.)
| | | | | | - Samir Saba
- Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, PA (C.F.M., B.H.L., S.S.)
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13
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Stachowski M, Papadaki M, Zlobin A, Martin T, Aima Muntu N, Martin J, Moravec CS, Kirk JA. Abstract 343: Glycogen Synthase Kinase 3β Localizes to the Cardiac Myofilament via Py216 and Dynamically Modulates Calcium Sensitivity. Circ Res 2020. [DOI: 10.1161/res.127.suppl_1.343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Localization of kinases to sub-cellular compartments allows them dynamic control over specific subsets of their targets. We previously found GSK-3β could modulate myofilament Ca
2+
sensitivity. However, whether GSK-3β modulates Ca
2+
sensitivity
in vivo
, if it localizes to the myofilament, and the consequences, are unknown. In myofilament enriched LV tissue from human non-failing and heart failure (HF) patients (n = 66) we found GSK-3β does localize to the myofilament and is altered by sex, age, and HF. To determine its
in vivo
functional role, we used myocyte specific inducible GSK-3β knock-out mice for skinned myocyte force-calcium experiments and found that GSK-3β reduction reduced calcium sensitivity. Further, we measured function in human samples and found myofilament GSK-3β levels directly correlated to Ca
2+
sensitivity. To establish
how
GSK-3β binds to the myofilament, we performed co-IP and IHC with phosphorylated forms of GSK-3β. GSK-3β phosphorylated at Y216 had a high affinity for the myofilament and localized to the z-disc. Mutating Y216 to a phospho-mimetic increased binding to the myofilament while mutating it to a phospho-null ablated binding.To identify GSK-3β’s myofilament targets, we performed mass spectrometry on myofilament phospho-enriched samples from GSK-3β KO and WT mice. As GSK-3β modulated Ca
2+
sensitivity, we expected to detect thin filament proteins. However, in agreement with its localization to the z-disc, GSK-3β primarily phosphorylated z-disc proteins.In the GSK-3β KO mice, strain analysis revealed the posterior wall contracted significantly earlier than the anterior wall, indicating baseline mechanical dyssynchrony. The WT mice had synchronous contraction, and interestingly there was significantly higher myofilament GSK-3β in the anterior wall compared to the posterior wall, a difference we hypothesize maintains synchrony. Thus, losing this fine control over Ca
2+
sensitivity as in the GSK-3β KO mice would induce mechanical dyssynchrony. Overall, these findings reveal that GSK-3β dynamically localizes to the myofilament to modulate Ca
2+
sensitivity through Y216 phosphorylation. The consequence of this “fine tuning” maintains chamber level mechanical synchrony.
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14
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Sattayaprasert P, Vasireddi SK, Bektik E, Jeon O, Hajjiri M, Mackall JA, Moravec CS, Alsberg E, Fu J, Laurita KR. Human Cardiac Mesenchymal Stem Cells Remodel in Disease and Can Regulate Arrhythmia Substrates. Circ Arrhythm Electrophysiol 2020; 13:e008740. [PMID: 32755466 PMCID: PMC7578059 DOI: 10.1161/circep.120.008740] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND The mesenchymal stem cell (MSC), known to remodel in disease and have an extensive secretome, has recently been isolated from the human heart. However, the effects of normal and diseased cardiac MSCs on myocyte electrophysiology remain unclear. We hypothesize that in disease the inflammatory secretome of cardiac human MSCs (hMSCs) remodels and can regulate arrhythmia substrates. METHODS hMSCs were isolated from patients with or without heart failure from tissue attached to extracted device leads and from samples taken from explanted/donor hearts. Failing hMSCs or nonfailing hMSCs were cocultured with normal human cardiac myocytes derived from induced pluripotent stem cells. Using fluorescent indicators, action potential duration, Ca2+ alternans, and spontaneous calcium release (SCR) incidence were determined. RESULTS Failing and nonfailing hMSCs from both sources exhibited similar trilineage differentiation potential and cell surface marker expression as bone marrow hMSCs. Compared with nonfailing hMSCs, failing hMSCs prolonged action potential duration by 24% (P<0.001, n=15), increased Ca2+ alternans by 300% (P<0.001, n=18), and promoted spontaneous calcium release activity (n=14, P<0.013) in human cardiac myocytes derived from induced pluripotent stem cells. Failing hMSCs exhibited increased secretion of inflammatory cytokines IL (interleukin)-1β (98%, P<0.0001) and IL-6 (460%, P<0.02) compared with nonfailing hMSCs. IL-1β or IL-6 in the absence of hMSCs prolonged action potential duration but only IL-6 increased Ca2+ alternans and promoted spontaneous calcium release activity in human cardiac myocytes derived from induced pluripotent stem cells, replicating the effects of failing hMSCs. In contrast, nonfailing hMSCs prevented Ca2+ alternans in human cardiac myocytes derived from induced pluripotent stem cells during oxidative stress. Finally, nonfailing hMSCs exhibited >25× higher secretion of IGF (insulin-like growth factor)-1 compared with failing hMSCs. Importantly, IGF-1 supplementation or anti-IL-6 treatment rescued the arrhythmia substrates induced by failing hMSCs. CONCLUSIONS We identified device leads as a novel source of cardiac hMSCs. Our findings show that cardiac hMSCs can regulate arrhythmia substrates by remodeling their secretome in disease. Importantly, therapy inhibiting (anti-IL-6) or mimicking (IGF-1) the cardiac hMSC secretome can rescue arrhythmia substrates.
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Affiliation(s)
- Prasongchai Sattayaprasert
- Heart and Vascular Research Center, MetroHealth Campus, Case Western Reserve University, Cleveland, OH (P.S., S.K.V., M.H., K.R.L.)
| | - Sunil K Vasireddi
- Heart and Vascular Research Center, MetroHealth Campus, Case Western Reserve University, Cleveland, OH (P.S., S.K.V., M.H., K.R.L.)
| | - Emre Bektik
- Department of Cardiology, Boston Children's Hospital, Harvard Medical School, Boston, MA (E.B.)
| | - Oju Jeon
- Departments of Biomedical Engineering (O.J., E.A.), University of Illinois at Chicago
| | - Mohammad Hajjiri
- Heart and Vascular Research Center, MetroHealth Campus, Case Western Reserve University, Cleveland, OH (P.S., S.K.V., M.H., K.R.L.)
| | - Judith A Mackall
- Harrington Heart & Vascular Institute, University Hospitals Cleveland Medical Center (J.A.M.)
| | - Christine S Moravec
- Cardiovascular & Metabolic Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland (C.S.M.)
| | - Eben Alsberg
- Departments of Biomedical Engineering (O.J., E.A.), University of Illinois at Chicago.,Orthopaedics (E.A.), University of Illinois at Chicago.,Pharmacology (E.A.), University of Illinois at Chicago.,Mechanical & Industrial Engineering (E.A.), University of Illinois at Chicago
| | - Jidong Fu
- Department of Physiology & Cell Biology, The Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University, Columbus (J.F.)
| | - Kenneth R Laurita
- Heart and Vascular Research Center, MetroHealth Campus, Case Western Reserve University, Cleveland, OH (P.S., S.K.V., M.H., K.R.L.)
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15
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Liu CF, Abnousi A, Bazeley P, Ni Y, Morley M, Moravec CS, Hu M, Tang WHW. Global analysis of histone modifications and long-range chromatin interactions revealed the differential cistrome changes and novel transcriptional players in human dilated cardiomyopathy. J Mol Cell Cardiol 2020; 145:30-42. [PMID: 32533974 DOI: 10.1016/j.yjmcc.2020.06.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 05/18/2020] [Accepted: 06/02/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Acetylation and methylation of histones alter the chromatin structure and accessibility that affect transcriptional regulators binding to enhancers and promoters. The binding of transcriptional regulators enables the interaction between enhancers and promoters, thus affecting gene expression. However, our knowledge of these epigenetic alternations in patients with heart failure remains limited. METHODS AND RESULTS From the comprehensive analysis of major histone modifications, 3-dimensional chromatin interactions, and transcriptome in left ventricular (LV) tissues from dilated cardiomyopathy (DCM) patients and non-heart failure (NF) donors, differential active enhancer and promoter regions were identified between NF and DCM. Moreover, the genome-wide average promoter signal is significantly lower in DCM than in NF. Super-enhancer (SE) analysis revealed that fewer SEs were found in DCM LVs than in NF ones, and three unique SE-associated genes between NF and DCM were identified. Moreover, SEs are enriched within the genomic region associated with long-range chromatin interactions. The differential enhancer-promoter interactions were observed in the known heart failure gene loci and are correlated with the gene expression levels. Motif analysis identified known cardiac factors and possible novel players for DCM. CONCLUSIONS We have established the cistrome of four histone modifications and chromatin interactome for enhancers and promoters in NF and DCM tissues. Differential histone modifications and enhancer-promoter interactions were found in DCM, which were associated with gene expression levels of a subset of disease-associated genes in human heart failure.
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Affiliation(s)
- Chia-Feng Liu
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, USA
| | - Armen Abnousi
- Quantitative Health Sciences, Lerner Research Institute, USA
| | - Peter Bazeley
- Quantitative Health Sciences, Lerner Research Institute, USA
| | - Ying Ni
- Taussig Cancer Institute, Heart and Vascular Institute, Cleveland Clinic, OH, USA
| | | | - Christine S Moravec
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, USA
| | - Ming Hu
- Quantitative Health Sciences, Lerner Research Institute, USA
| | - W H Wilson Tang
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, USA; Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, OH, USA.
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16
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Stachowski MJ, Zlobin A, Papadaki M, Perez E, Martin JL, Aima Muntu N, Moravec CS, Kirk JA. An Independent Pool of GSK-3β Modulates Calcium Sensitivity at the Cardiac Myofilament. Biophys J 2020. [DOI: 10.1016/j.bpj.2019.11.3208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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17
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Liu CF, Abnousi A, Bazeley P, Ni Y, Morley M, Moravec CS, Hu M, Tang WHW. Abstract 940: Global Analysis of Histone Modifications and Long-range Chromatin Interactions Revealed the Differential Cistrome Changes and Novel Transcriptional Players in Dilated Cardiomyopathy. Circ Res 2019. [DOI: 10.1161/res.125.suppl_1.940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Acetylation and methylation of histone alter the chromatin structure and accessibility that allows or prevents transcriptional regulators to bind to enhancers or promoters. The binding of transcriptional regulators enables the interaction between enhancers and promoters, thus affecting gene expression. However, our knowledge on the regulation of promoter and enhancer interactions and histone modifications in patients with heart failure remains limited.
Methods and Results:
We performed chromatin immunoprecipitation followed by sequencing (ChIP-seq) for major histone modifications and proximity ligation-assisted ChIP-seq (PLAC-seq) for long-range chromatin interaction for enhancer and promoter (E-P) using left ventricular tissues from dilated cardiomyopathy (DCM) patients and non-heart failure (NF) donors (n=2-3). We detected 37,531, and 8,587 differential H3K27ac and H3K4me3 regions between NF and DCM respectively (FDR <0.05). While the average read density (ARD) for H3K27ac, an active enhancer histone mark, is similar between NF and DCM, we observed the ARD of H3K4me3, which marks the active promoter region of the genes, is significantly lower in DCM samples than in NF ones (p<0.01). Super-enhancer (SE) analysis revealed that 481 and 119 genes are associated with NF- and DCM-specific SE respectively. Moreover, the differential E-P interactions were observed in the known heart failure gene loci, e.g.,
CTGF
and
NPPA-NPPB
and these alternation interactions are correlated with the gene expression levels. Motif analysis identified known cardiac factors, such as MEF 2D and A and possible novel players, such as SOX transcription factors, namely SOX4 and SOX8, are enriched within enhancers and prompter regions identified in DCM samples. Their expression levels were confirmed with the whole-transcriptome analysis and protein assays.
Conclusions:
We have established cistrome for major histone modifications and long-range chromatin interaction for enhancer and promoter in NF and DCM tissues. The differential histone modifications and E-P interactions were found in DCM and these differences were associated with the gene expression level of a subset of disease-associated genes in human heart failure.
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Affiliation(s)
| | | | | | - Ying Ni
- Cleveland Clinic, Cleveland, OH
| | | | | | - Ming Hu
- Cleveland Clinic, Cleveland, OH
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18
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Burke RM, Quijada P, Misra A, Dirkx RA, Kang B, Moravec CS, Small EM. Abstract 511: Regulation of p53 Protein Levels Drives Activation of Cardiac Fibroblasts in Response to Pressure Overload. Circ Res 2019. [DOI: 10.1161/res.125.suppl_1.511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Heart disease is accompanied by the accumulation of resident cardiac fibroblasts (CF) that subsequently become myofibroblasts and secrete copious amounts of extracellular matrix (ECM), impeding cardiac function and driving the progression of heart failure. Understanding the mechanisms coordinating CF accumulation and myofibroblast activation may reveal novel therapeutic strategies to block pathologic fibrosis. We recently found that
s
mall
pr
oline
r
ich protein 2b (SPRR2B) drives CF proliferation in response to pathological cues by facilitating MDM2-dependent proteasomal degradation of p53. Surprisingly, although Sprr2b gene deletion or targeted mutation of the USP7/MDM2 interacting domain in mice (
Sprr2b-KO
and
Sprr2b-USP
m
, respectively) stimulated the expression of p53-dependent cell cycle arrest genes, mutant animals also developed excessive fibrosis in LV pressure overload. The development of fibrosis in Sprr2b mutant mice was traced primarily to a more robust myofibroblast activation response, providing evidence that CF accumulation and myofibroblast activation may be mutually antagonistic. To investigate the contribution p53 to CF accumulation and fibrosis in mouse heart disease models, we deleted floxed p53 alleles specifically in adult CF using the tamoxifen-inducible
Tcf21
MerCreMer
mouse line (called p53-CKO). Surprisingly, while p53-CKO animals display exaggerated accumulation of Tcf21
+
/PDGFRα
+
CF in response to left ventricle pressure overload, we observed a biphasic physiological response; initially, p53-CKO animals are resistant to systolic functional decline, only developing more severe fibrosis and functional decline than littermate controls at later time points. Time course studies using primary adult mouse CF revealed that p53 positively correlates with myofibroblast activation, while reduction in p53 levels correlates with accelerated cell cycle and the suppression of myofibroblast activation until the subsequent induction of p16/19 - Rb-mediated cell cycle arrest. Taken together, this study offers detailed insight into the transition of CF from a proliferative to an activated state that may accelerate the development of anti-fibrotic strategies.
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Hu R, Morley MP, Brandimarto J, Tucker NR, Parsons VA, Zhao SD, Meder B, Katus HA, Rühle F, Stoll M, Villard E, Cambien F, Lin H, Smith NL, Felix JF, Vasan RS, van der Harst P, Newton-Cheh C, Li J, Kim CE, Hakonarson H, Hannenhalli S, Ashley EA, Moravec CS, Tang WHW, Maillet M, Molkentin JD, Ellinor PT, Margulies KB, Cappola TP. Genetic Reduction in Left Ventricular Protein Kinase C-α and Adverse Ventricular Remodeling in Human Subjects. Circ Genom Precis Med 2019. [PMID: 29540468 DOI: 10.1161/circgen.117.001901] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Inhibition of PKC-α (protein kinase C-α) enhances contractility and cardioprotection in animal models, but effects in humans are unknown. Genotypes at rs9912468 strongly associate with PRKCA expression in the left ventricle, enabling genetic approaches to measure effects of reduced PKC-α in human populations. METHODS AND RESULTS We analyzed the cis expression quantitative trait locus for PRKCA marked by rs9912468 using 313 left ventricular specimens from European Ancestry patients. The forward strand minor allele (G) at rs9912468 is associated with reduced PKC-α transcript abundance (1.7-fold reduction in minor allele homozygotes, P=1×10-41). This association was cardiac specific in expression quantitative trait locus data sets that span 16 human tissues. Cardiac epigenomic data revealed a predicted enhancer in complete (R2=1.0) linkage disequilibrium with rs9912468 within intron 2 of PRKCA. We cloned this region and used reporter constructs to verify cardiac-specific enhancer activity in vitro in cardiac and noncardiac cells and in vivo in zebrafish. The PRKCA enhancer contains 2 common genetic variants and 4 haplotypes; the haplotype correlated with the rs9912468 PKC-α-lowering allele (G) showed lowest activity. In contrast to previous reports in animal models, the PKC-α-lowering allele is associated with adverse left ventricular remodeling (higher mass, larger diastolic dimension), reduced fractional shortening, and higher risk of dilated cardiomyopathy in human populations. CONCLUSIONS These findings support PKC-α as a regulator of the human heart but suggest that PKC-α inhibition may adversely affect the left ventricle depending on timing and duration. Pharmacological studies in human subjects are required to discern potential benefits and harms of PKC-α inhibitors as an approach to treat heart disease.
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Affiliation(s)
- Ray Hu
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Michael P Morley
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Jeffrey Brandimarto
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Nathan R Tucker
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Victoria A Parsons
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Sihai D Zhao
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Benjamin Meder
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Hugo A Katus
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Frank Rühle
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Monika Stoll
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Eric Villard
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - François Cambien
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Honghuang Lin
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Nicholas L Smith
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Janine F Felix
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Ramachandran S Vasan
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Pim van der Harst
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Christopher Newton-Cheh
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Jin Li
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Cecilia E Kim
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Hakon Hakonarson
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Sridhar Hannenhalli
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Euan A Ashley
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Christine S Moravec
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - W H Wilson Tang
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Marjorie Maillet
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Jeffery D Molkentin
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Patrick T Ellinor
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Kenneth B Margulies
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.)
| | - Thomas P Cappola
- From the Penn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia (R.H., M.P.M., J.B., K.B.M., T.P.C.); Cardiovascular Research Center (N.R.T., V.A.P., P.T.E.) and Center for Human Genetic Research and Cardiovascular Research Center (C.N.-C.), Massachusetts General Hospital, Boston; Department of Statistics, University of Illinois at Urbana-Champaign (S.D.Z.); Heidelberg University Hospital, Germany (B.M., H.A.K.); Department of Genetic Epidemiology, Institute of Human Genetics, University of Münster, Germany (F.R., M.S.); INSERM UMRS1166-IACN, Hôpital Pitié-Salpêtrière, Paris, France (E.V., F.C.); Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, MA (H.L.); Department of Epidemiology, University of Washington, Seattle (N.L.S.); Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, the Netherlands (J.F.F.); Boston University School of Medicine, MA (R.S.V.); Department of Cardiology, University of Groningen, University Medical Center Groningen, the Netherlands (P.v.d.H.); Medical and Population Genetics Program, Broad Institute, Cambridge, MA (C.N.-C.); Center for Applied Genomics, Children's Hospital of Philadelphia, PA (J.L., C.E.K., H.H.); Center for Bioinformatics and Computational Biology, University of Maryland, College Park (S.H.); Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, CA (E.A.A.); Department of Cardiovascular Medicine, Cleveland Clinic, OH (C.S.M., W.H.W.T.); and Howard Hughes Medical Institute and Cincinnati Children's Hospital Medical Center, OH (M.M., J.D.M.).
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Glezeva N, Moran B, Collier P, Moravec CS, Phelan D, Donnellan E, Russell-Hallinan A, O’Connor DP, Gallagher WM, Gallagher J, McDonald K, Ledwidge M, Baugh J, Das S, Watson CJ. Targeted DNA Methylation Profiling of Human Cardiac Tissue Reveals Novel Epigenetic Traits and Gene Deregulation Across Different Heart Failure Patient Subtypes. Circ Heart Fail 2019; 12:e005765. [DOI: 10.1161/circheartfailure.118.005765] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Nadezhda Glezeva
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- Heart Failure Unit, St Vincent’s University Hospital Healthcare Group, Elm Park, Dublin, Ireland (N.G., J.G., K.M., M.L.)
- The Heartbeat Trust, Dun Laoghaire, Dublin, Ireland (N.G., K.M., M.L., C.J.W.)
| | - Bruce Moran
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
| | - Patrick Collier
- Department of Cardiovascular Medicine, Cleveland Clinic, OH (P.C., D.P., E.D.)
| | - Christine S. Moravec
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, OH (C.S.M.)
| | - Dermot Phelan
- Department of Cardiovascular Medicine, Cleveland Clinic, OH (P.C., D.P., E.D.)
| | - Eoin Donnellan
- Department of Cardiovascular Medicine, Cleveland Clinic, OH (P.C., D.P., E.D.)
| | - Adam Russell-Hallinan
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
| | - Darran P. O’Connor
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (D.P.O., S.D.)
| | - William M. Gallagher
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
| | - Joe Gallagher
- Heart Failure Unit, St Vincent’s University Hospital Healthcare Group, Elm Park, Dublin, Ireland (N.G., J.G., K.M., M.L.)
| | - Kenneth McDonald
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- Heart Failure Unit, St Vincent’s University Hospital Healthcare Group, Elm Park, Dublin, Ireland (N.G., J.G., K.M., M.L.)
- The Heartbeat Trust, Dun Laoghaire, Dublin, Ireland (N.G., K.M., M.L., C.J.W.)
| | - Mark Ledwidge
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- Heart Failure Unit, St Vincent’s University Hospital Healthcare Group, Elm Park, Dublin, Ireland (N.G., J.G., K.M., M.L.)
- The Heartbeat Trust, Dun Laoghaire, Dublin, Ireland (N.G., K.M., M.L., C.J.W.)
| | - John Baugh
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
| | - Sudipto Das
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- Department of Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland (D.P.O., S.D.)
| | - Chris J. Watson
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland (N.G., B.M., A.R.-H., D.P.O., W.M.G., K.M., M.L., J.B., S.D., C.J.W.)
- The Heartbeat Trust, Dun Laoghaire, Dublin, Ireland (N.G., K.M., M.L., C.J.W.)
- The Wellcome-Wolfson Institute for Experimental Medicine, Queen’s University Belfast, Northern Ireland (C.J.W.)
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21
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Lighthouse JK, Burke RM, Velasquez LS, Dirkx RA, Aiezza A, Moravec CS, Alexis JD, Rosenberg A, Small EM. Exercise promotes a cardioprotective gene program in resident cardiac fibroblasts. JCI Insight 2019; 4:92098. [PMID: 30626739 DOI: 10.1172/jci.insight.92098] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 11/20/2018] [Indexed: 02/06/2023] Open
Abstract
Exercise and heart disease both induce cardiac remodeling, but only disease causes fibrosis and compromises heart function. The cardioprotective benefits of exercise have been attributed to changes in cardiomyocyte physiology, but the impact of exercise on cardiac fibroblasts (CFs) is unknown. Here, RNA-sequencing reveals rapid divergence of CF transcriptional programs during exercise and disease. Among the differentially expressed programs, NRF2-dependent antioxidant genes - including metallothioneins (Mt1 and Mt2) - are induced in CFs during exercise and suppressed by TGF-β/p38 signaling in disease. In vivo, mice lacking Mt1/2 exhibit signs of cardiac dysfunction in exercise, including cardiac fibrosis, vascular rarefaction, and functional decline. Mechanistically, exogenous MTs derived from fibroblasts are taken up by cultured cardiomyocytes, reducing oxidative damage-dependent cell death. Importantly, suppression of MT expression is conserved in human heart failure. Taken together, this study defines the acute transcriptional response of CFs to exercise and disease and reveals a cardioprotective mechanism that is lost in disease.
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Affiliation(s)
- Janet K Lighthouse
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Ryan M Burke
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Lissette S Velasquez
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Ronald A Dirkx
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Alessandro Aiezza
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | | | | | - Alex Rosenberg
- Department of Allergy, Immunology, and Rheumatology Research, and
| | - Eric M Small
- Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA.,Department of Medicine.,Department of Pharmacology and Physiology, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
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22
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Trembley MA, Quijada P, Agullo-Pascual E, Tylock KM, Colpan M, Dirkx RA, Myers JR, Mickelsen DM, de Mesy Bentley K, Rothenberg E, Moravec CS, Alexis JD, Gregorio CC, Dirksen RT, Delmar M, Small EM. Mechanosensitive Gene Regulation by Myocardin-Related Transcription Factors Is Required for Cardiomyocyte Integrity in Load-Induced Ventricular Hypertrophy. Circulation 2018; 138:1864-1878. [PMID: 29716942 PMCID: PMC6202206 DOI: 10.1161/circulationaha.117.031788] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Hypertrophic cardiomyocyte growth and dysfunction accompany various forms of heart disease. The mechanisms responsible for transcriptional changes that affect cardiac physiology and the transition to heart failure are not well understood. The intercalated disc (ID) is a specialized intercellular junction coupling cardiomyocyte force transmission and propagation of electrical activity. The ID is gaining attention as a mechanosensitive signaling hub and hotspot for causative mutations in cardiomyopathy. METHODS Transmission electron microscopy, confocal microscopy, and single-molecule localization microscopy were used to examine changes in ID structure and protein localization in the murine and human heart. We conducted detailed cardiac functional assessment and transcriptional profiling of mice lacking myocardin-related transcription factor (MRTF)-A and MRTF-B specifically in adult cardiomyocytes to evaluate the role of mechanosensitive regulation of gene expression in load-induced ventricular remodeling. RESULTS We found that MRTFs localize to IDs in the healthy human heart and accumulate in the nucleus in heart failure. Although mice lacking MRTFs in adult cardiomyocytes display normal cardiac physiology at baseline, pressure overload leads to rapid heart failure characterized by sarcomere disarray, ID disintegration, chamber dilation and wall thinning, cardiac functional decline, and partially penetrant acute lethality. Transcriptional profiling reveals a program of actin cytoskeleton and cardiomyocyte adhesion genes driven by MRTFs during pressure overload. Indeed, conspicuous remodeling of gap junctions at IDs identified by single-molecule localization microscopy may partially stem from a reduction in Mapre1 expression, which we show is a direct mechanosensitive MRTF target. CONCLUSIONS Our study describes a novel paradigm in which MRTFs control an acute mechanosensitive signaling circuit that coordinates cross-talk between the actin and microtubule cytoskeleton and maintains ID integrity and cardiomyocyte homeostasis in heart disease.
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MESH Headings
- Aged
- Animals
- Animals, Newborn
- COS Cells
- Case-Control Studies
- Chlorocebus aethiops
- Connexin 43/genetics
- Connexin 43/metabolism
- Female
- Gene Expression Regulation
- Heart Failure/genetics
- Heart Failure/metabolism
- Heart Failure/pathology
- Heart Failure/physiopathology
- Humans
- Hypertrophy, Left Ventricular/genetics
- Hypertrophy, Left Ventricular/metabolism
- Hypertrophy, Left Ventricular/pathology
- Hypertrophy, Left Ventricular/physiopathology
- Male
- Mechanotransduction, Cellular
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Microscopy, Confocal
- Microscopy, Electron, Transmission
- Microtubule-Associated Proteins/genetics
- Microtubule-Associated Proteins/metabolism
- Middle Aged
- Myocytes, Cardiac/metabolism
- Myocytes, Cardiac/ultrastructure
- NIH 3T3 Cells
- Single Molecule Imaging
- Trans-Activators/deficiency
- Trans-Activators/genetics
- Trans-Activators/metabolism
- Transcription Factors/deficiency
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Ventricular Function, Left
- Ventricular Remodeling
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Affiliation(s)
- Michael A. Trembley
- Department of Pharmacology and Physiology, University of Rochester, Rochester, NY
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester, Rochester, NY
| | - Pearl Quijada
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester, Rochester, NY
| | - Esperanza Agullo-Pascual
- The Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, NY
| | - Kevin M. Tylock
- Department of Pharmacology and Physiology, University of Rochester, Rochester, NY
| | - Mert Colpan
- Department of Cellular and Molecular Medicine, Sarver Molecular Cardiovascular Research Program, University of Arizona, Tucson, AZ
| | - Ronald A. Dirkx
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester, Rochester, NY
| | - Jason R. Myers
- Genomics Research Center, University of Rochester, Rochester, NY
| | - Deanne M. Mickelsen
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester, Rochester, NY
| | | | - Eli Rothenberg
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY
| | | | - Jeffrey D. Alexis
- Division of Cardiology, Department of Medicine, University of Rochester, Rochester, NY
| | - Carol C. Gregorio
- Department of Cellular and Molecular Medicine, Sarver Molecular Cardiovascular Research Program, University of Arizona, Tucson, AZ
| | - Robert T. Dirksen
- Department of Pharmacology and Physiology, University of Rochester, Rochester, NY
| | - Mario Delmar
- The Leon H Charney Division of Cardiology, Department of Medicine, New York University School of Medicine, New York, NY
| | - Eric M. Small
- Department of Pharmacology and Physiology, University of Rochester, Rochester, NY
- Aab Cardiovascular Research Institute, Department of Medicine, University of Rochester, Rochester, NY
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
- Author for correspondence: Eric M. Small, Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, 601 Elmwood Avenue, Box CVRI, Rochester, NY 14642, Phone: (585)276-7706, Fax: (585) 276-9839,
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23
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Papadaki M, Holewinski RJ, Previs SB, Martin TG, Stachowski MJ, Li A, Blair CA, Moravec CS, Van Eyk JE, Campbell KS, Warshaw DM, Kirk JA. Diabetes with heart failure increases methylglyoxal modifications in the sarcomere, which inhibit function. JCI Insight 2018; 3:121264. [PMID: 30333300 DOI: 10.1172/jci.insight.121264] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 09/04/2018] [Indexed: 12/27/2022] Open
Abstract
Patients with diabetes are at significantly higher risk of developing heart failure. Increases in advanced glycation end products are a proposed pathophysiological link, but their impact and mechanism remain incompletely understood. Methylglyoxal (MG) is a glycolysis byproduct, elevated in diabetes, and modifies arginine and lysine residues. We show that left ventricular myofilament from patients with diabetes and heart failure (dbHF) exhibited increased MG modifications compared with nonfailing controls (NF) or heart failure patients without diabetes. In skinned NF human and mouse cardiomyocytes, acute MG treatment depressed both calcium sensitivity and maximal calcium-activated force in a dose-dependent manner. Importantly, dbHF myocytes were resistant to myofilament functional changes from MG treatment, indicating that myofilaments from dbHF patients already had depressed function arising from MG modifications. In human dbHF and MG-treated mice, mass spectrometry identified increased MG modifications on actin and myosin. Cosedimentation and in vitro motility assays indicate that MG modifications on actin and myosin independently depress calcium sensitivity, and mechanistically, the functional consequence requires actin/myosin interaction with thin-filament regulatory proteins. MG modification of the myofilament may represent a critical mechanism by which diabetes induces heart failure, as well as a therapeutic target to avoid the development of or ameliorate heart failure in these patients.
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Affiliation(s)
- Maria Papadaki
- Loyola University Chicago, Department of Cell and Molecular Physiology, Chicago, Illinois, USA
| | | | - Samantha Beck Previs
- University of Vermont, Department of Molecular Physiology and Biophysics, Burlington, Vermont, USA
| | - Thomas G Martin
- Loyola University Chicago, Department of Cell and Molecular Physiology, Chicago, Illinois, USA
| | - Marisa J Stachowski
- Loyola University Chicago, Department of Cell and Molecular Physiology, Chicago, Illinois, USA
| | - Amy Li
- University of Vermont, Department of Molecular Physiology and Biophysics, Burlington, Vermont, USA
| | - Cheavar A Blair
- University of Kentucky, Department of Physiology, Lexington, Kentucky, USA
| | - Christine S Moravec
- The Cleveland Clinic, Department of Molecular Cardiology, Cleveland, Ohio, USA
| | - Jennifer E Van Eyk
- Cedars-Sinai Medical Center, Heart Institute, Los Angeles, California, USA
| | - Kenneth S Campbell
- University of Kentucky, Department of Physiology, Lexington, Kentucky, USA
| | - David M Warshaw
- University of Vermont, Department of Molecular Physiology and Biophysics, Burlington, Vermont, USA
| | - Jonathan A Kirk
- Loyola University Chicago, Department of Cell and Molecular Physiology, Chicago, Illinois, USA
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24
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Fisher CJ, Moravec CS, Khorshid L. The “How and Why” of Group Biofeedback for Chronic Disease Management. Appl Psychophysiol Biofeedback 2018; 43:333-340. [DOI: 10.1007/s10484-018-9411-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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25
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Pilbrow AP, Templeton EM, Gamble GD, Wheeler NE, Frampton CM, Pearson JF, Sweet WE, Tang WHW, Moravec CS, Lund M, Devlin G, Troughton RW, Richards AM, Cameron VA, Doughty RN. P4761Genetic risk variants for heart failure onset and progression do not improve prediction of mortality beyond established prognostic neurohormonal and echocardiographic markers. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy563.p4761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- A P Pilbrow
- University of Otago Christchurch, Christchurch, New Zealand
| | - E M Templeton
- University of Otago Christchurch, Christchurch, New Zealand
| | - G D Gamble
- The University of Auckland, Auckland, New Zealand
| | - N E Wheeler
- University of Otago Christchurch, Christchurch, New Zealand
| | - C M Frampton
- University of Otago Christchurch, Christchurch, New Zealand
| | - J F Pearson
- University of Otago Christchurch, Christchurch, New Zealand
| | - W E Sweet
- Cleveland Clinic Foundation, Cleveland, United States of America
| | - W H W Tang
- Cleveland Clinic Foundation, Cleveland, United States of America
| | - C S Moravec
- Cleveland Clinic Foundation, Cleveland, United States of America
| | - M Lund
- Middlemore Hospital, Auckland, New Zealand
| | - G Devlin
- Waikato District Hospital, Waikato, New Zealand
| | - R W Troughton
- University of Otago Christchurch, Christchurch, New Zealand
| | - A M Richards
- University of Otago Christchurch, Christchurch, New Zealand
| | - V A Cameron
- University of Otago Christchurch, Christchurch, New Zealand
| | - R N Doughty
- The University of Auckland, Auckland, New Zealand
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26
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Li W, Kennedy D, Shao Z, Wang X, Kamdar AK, Weber M, Mislick K, Kiefer K, Morales R, Agatisa-Boyle B, Shih DM, Reddy ST, Moravec CS, Wilson Tang WH. Paraoxonase 2 prevents the development of heart failure. Free Radic Biol Med 2018; 121:117-126. [PMID: 29729330 PMCID: PMC5971153 DOI: 10.1016/j.freeradbiomed.2018.04.583] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 04/18/2018] [Accepted: 04/30/2018] [Indexed: 11/29/2022]
Abstract
BACKGROUND Mitochondrial oxidation is a major source of reactive oxygen species (ROS) and mitochondrial dysfunction plays a central role in development of heart failure (HF). Paraoxonase 2 deficient (PON2-def) mitochondria are impaired in function. In this study, we tested whether PON2-def aggravates HF progression. METHODS AND RESULTS Using qPCR, immunoblotting and lactonase activity assay, we demonstrate that PON2 activity was significantly decreased in failing hearts despite increased PON2 expression. To determine the cardiac-specific function of PON2, we performed heart transplantations in which PON2-def and wild type (WT) donor hearts were implanted into WT recipient mice. Beating scores of the donor hearts, assessed at 4 weeks post-transplantation, were significantly decreased in PON2-def hearts when compared to WT donor hearts. By using a transverse aortic constriction (TAC) model, we found PON2 deficiency significantly exacerbated left ventricular remodeling and cardiac fibrosis post-TAC. We further demonstrated PON2 deficiency significantly enhanced ROS generation in heart tissues post-TAC. ROS generation was measured through dihydroethidium (DHE) using high-pressure liquid chromatography (HPLC) with a fluorescent detector. By using neonatal cardiomyocytes treated with CoCl2 to mimic hypoxia, we found PON2 deficiency dramatically increased ROS generation in the cardiomyocytes upon CoCl2 treatment. In response to a short CoCl2 exposure, cell viability and succinate dehydrogenase (SDH) activity assessed by MTT assay were significantly diminished in PON2-def cardiomyocytes compared to those in WT cardiomyocytes. PON2-def cardiomyocytes also had lower baseline SDH activity. By using adult mouse cardiomyocytes and mitochondrial ToxGlo assay, we found impaired cellular ATP generation in PON2-def cells compared to that in WT cells, suggesting that PON2 is necessary for proper mitochondrial function. CONCLUSION Our study suggests a cardioprotective role for PON2 in both experimental and human heart failure, which may be associated with the ability of PON2 to improve mitochondrial function and diminish ROS generation.
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Affiliation(s)
- Wei Li
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, Marshall University, West Virginia
| | - David Kennedy
- Department of Medicine, University of Toledo, Ohio
- Corresponding author. W. H. Wilson Tang, MD, FACC, FAHA, FHFSA, 9500 Euclid Avenue, Desk J3-4,Cleveland Clinic, Cleveland, OH 44195, USA. Tel.: (216) 444-2121; Fax: (216) 445-6165.
| | - Zhili Shao
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Xi Wang
- Department of Medicine, Stanford University School of Medicine, California
| | | | - Malory Weber
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Kayla Mislick
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Kathryn Kiefer
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Rommel Morales
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Brendan Agatisa-Boyle
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
| | - Diana M. Shih
- Department of Medicine, Division of Cardiology, University of California at Los Angeles, Los Angeles, California
| | - Srinivasa T. Reddy
- Department of Medicine, Division of Cardiology, University of California at Los Angeles, Los Angeles, California
| | - Christine S. Moravec
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Ohio
| | - W. H. Wilson Tang
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Ohio
- Department of Cardiovascular Medicine, Heart and Vascular Institute; Cleveland Clinic, Ohio
- Center for Clinical Genomics, Cleveland Clinic, Ohio
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27
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Hsu J, Gore-Panter S, Tchou G, Castel L, Lovano B, Moravec CS, Pettersson GB, Roselli EE, Gillinov AM, McCurry KR, Smedira NG, Barnard J, Van Wagoner DR, Chung MK, Smith JD. Genetic Control of Left Atrial Gene Expression Yields Insights into the Genetic Susceptibility for Atrial Fibrillation. Circ Genom Precis Med 2018; 11:e002107. [PMID: 29545482 PMCID: PMC5858469 DOI: 10.1161/circgen.118.002107] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 01/23/2018] [Indexed: 02/01/2023]
Abstract
BACKGROUND Genome-wide association studies have identified 23 loci for atrial fibrillation (AF), but the mechanisms responsible for these associations, as well as the causal genes and genetic variants, remain undefined. METHODS To identify the effect of common genetic variants on gene expression that might explain the mechanisms linking genome-wide association loci with AF risk, we performed RNA sequencing of left atrial appendages from a biracial cohort of 265 subjects. RESULTS Combining gene expression data with genome-wide single nucleotide polymorphism data, we found that approximately two-thirds of the expressed genes were regulated in cis by common genetic variants at a false discovery rate of <0.05, defined as cis-expression quantitative trait loci. Twelve of 23 reported AF genome-wide association loci displayed genome-wide significant cis-expression quantitative trait loci, at PRRX1 (chromosome 1q24), SNRNP27 (1q24), CEP68 (2p14), FKBP7 (2q31), KCNN2 (5q22), FAM13B (5q31), CAV1 (7q31), ASAH1 (8p22), MYOZ1 (10q22), C11ORF45 (11q24), TBX5 (12q24), and SYNE2 (14q23), suggesting that altered expression of these genes plays a role in AF susceptibility. Allelic expression imbalance was used as an independent method to characterize the cis-control of gene expression. One thousand two hundred forty-eight of 5153 queried genes had cis-single nucleotide polymorphisms that significantly regulated allelic expression at a false discovery rate of <0.05. CONCLUSIONS We provide a genome-wide catalog of the genetic control of gene expression in human left atrial appendage. These data can be used to confirm the relevance of genome-wide association loci and to direct future functional studies to identify the genes and genetic variants responsible for complex diseases such as AF.
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Affiliation(s)
- Jeffrey Hsu
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Shamone Gore-Panter
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Gregory Tchou
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Laurie Castel
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Beth Lovano
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Christine S Moravec
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Gosta B Pettersson
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Eric E Roselli
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - A Marc Gillinov
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Kenneth R McCurry
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Nicholas G Smedira
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - John Barnard
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - David R Van Wagoner
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Mina K Chung
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH
| | - Jonathan D Smith
- From the Departments of Cellular and Molecular Medicine (J.H., G.T., J.D.S.), Quantitative Health Sciences (J.B.), Molecular Cardiology (S.G.-P., L.C., B.L., C.S.M., D.R.V.W., M.K.C.), Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), and Cardiothoracic Surgery (G.B.P., E.E.R., A.M.G., K.R.M., N.G.S.), Cleveland Clinic, Cleveland, OH.
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Zhang X, Yoon JY, Morley M, McLendon JM, Mapuskar KA, Gutmann R, Mehdi H, Bloom HL, Dudley SC, Ellinor PT, Shalaby AA, Weiss R, Tang WHW, Moravec CS, Singh M, Taylor AL, Yancy CW, Feldman AM, McNamara DM, Irani K, Spitz DR, Breheny P, Margulies KB, London B, Boudreau RL. A common variant alters SCN5A-miR-24 interaction and associates with heart failure mortality. J Clin Invest 2018; 128:1154-1163. [PMID: 29457789 DOI: 10.1172/jci95710] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 12/12/2017] [Indexed: 12/19/2022] Open
Abstract
SCN5A encodes the voltage-gated Na+ channel NaV1.5 that is responsible for depolarization of the cardiac action potential and rapid intercellular conduction. Mutations disrupting the SCN5A coding sequence cause inherited arrhythmias and cardiomyopathy, and single-nucleotide polymorphisms (SNPs) linked to SCN5A splicing, localization, and function associate with heart failure-related sudden cardiac death. However, the clinical relevance of SNPs that modulate SCN5A expression levels remains understudied. We recently generated a transcriptome-wide map of microRNA (miR) binding sites in human heart, evaluated their overlap with common SNPs, and identified a synonymous SNP (rs1805126) adjacent to a miR-24 site within the SCN5A coding sequence. This SNP was previously shown to reproducibly associate with cardiac electrophysiological parameters, but was not considered to be causal. Here, we show that miR-24 potently suppresses SCN5A expression and that rs1805126 modulates this regulation. We found that the rs1805126 minor allele associates with decreased cardiac SCN5A expression and that heart failure subjects homozygous for the minor allele have decreased ejection fraction and increased mortality, but not increased ventricular tachyarrhythmias. In mice, we identified a potential basis for this in discovering that decreased Scn5a expression leads to accumulation of myocardial reactive oxygen species. Together, these data reiterate the importance of considering the mechanistic significance of synonymous SNPs as they relate to miRs and disease, and highlight a surprising link between SCN5A expression and nonarrhythmic death in heart failure.
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Affiliation(s)
- Xiaoming Zhang
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Jin-Young Yoon
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Michael Morley
- Department of Internal Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jared M McLendon
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Kranti A Mapuskar
- Department of Radiation Oncology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Rebecca Gutmann
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Haider Mehdi
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Heather L Bloom
- Department of Medicine, Emory University Medical Center, Atlanta, Georgia, USA
| | - Samuel C Dudley
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Patrick T Ellinor
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alaa A Shalaby
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Raul Weiss
- Department of Internal Medicine, The Ohio State University Medical Center, Columbus, Ohio, USA
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio, USA
| | - Christine S Moravec
- Department of Molecular Cardiology, Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio, USA
| | - Madhurmeet Singh
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Anne L Taylor
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York, USA
| | - Clyde W Yancy
- Division of Cardiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Arthur M Feldman
- Department of Medicine, Temple University School of Medicine, Philadelphia, Pennsylvania, USA
| | - Dennis M McNamara
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Kaikobad Irani
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Douglas R Spitz
- Department of Radiation Oncology, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Patrick Breheny
- Department of Biostatistics, University of Iowa College of Public Heath, Iowa City, Iowa, USA
| | - Kenneth B Margulies
- Department of Internal Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Barry London
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
| | - Ryan L Boudreau
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, Iowa, USA
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29
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Stachowski MJ, Papadaki M, Martin JL, Moravec CS, Kirk JA. Ischemic Cardiomyopathy Perturbs GSK-3β Localization to the Myofilament to Reduce Function. Biophys J 2018. [DOI: 10.1016/j.bpj.2017.11.1768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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30
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Stachowski MJ, Papadaki M, Martin JL, Moravec CS, Kirk JA. Abstract 225: Ischemic Cardiomyopathy Perturbs GSK-3β Myofilament Localization and Reduces Function. Circ Res 2017. [DOI: 10.1161/res.121.suppl_1.225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In ischemic cardiomyopathy (ICM), regions with ischemic damage are weaker than surrounding tissue, leading to contractile heterogeneity (ischemia-induced dyssynchrony, IID) that worsens function and mortality. IID is distinct from conduction abnormality-induced dyssynchrony that is treated with Cardiac Resynchronization Therapy (CRT). Our previous work found CRT reactivates glycogen synthase kinase 3β (GSK-3β) and restores myofilament function. Pacing an infarct cannot strengthen it, so CRT is ineffective in IID. However, we hypothesized GSK-3β may modulate myofilament function in ICM and could be leveraged to treat IID.
We measured GSK-3β in whole tissue and myofilament-enriched samples from human rejected donor (Control), ICM, and dilated cardiomyopathy (no IID, DCM) LV. GSK-3β was detected in all the myofilament samples, but there was a 71±12% reduction in ICM. In whole tissue, there was very little phospho-Y216 GSK-3β, however it was highly enriched in the myofilament. Immunofluorescence on adult human myocytes showed weak co-localization of total GSK-3β and α-actinin at the z-disc compared to a strong correlation with p-Y216 GSK-3β. Furthermore, co-IP of GSK-3β and the myofilament show total GSK-3β had low-affinity to myofilament proteins, while p-Y216 GSK-3β binds with a high affinity. This led us to hypothesize Y216 phosphorylation modulates GSK-3β binding to the myofilament. To remove the confounding effect of antibodies, we created adenoviral constructs of myc-tagged wild-type, Y216F (unphosporylatable) and Y216E (constitutively phosphorylated) GSK-3β and transfected them into rat neonatal ventricular myocytes (NRVMs). The Y216E construct alone associated with the myofilament in co-IP experiments. We then performed skinned myocyte functional studies on human Control and ICM LV. The ICM myocytes were desensitized to calcium compared to Control and this was restored with exogenous GSK-3β treatment, but had no effect on Control myocytes.
While GSK-3β is a promiscuous kinase in the myocyte, we have identified a specific regulatory mechanism involving Y216 phosphorylation, a site with a largely unknown role, that could allow precise therapeutic intervention to improve contractile function in the ICM heart.
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31
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Lighthouse JK, Burke R, Velasquez LS, Dirkx RA, Moravec CS, Alexis JD, Rosenberg A, Small EM. Abstract 108: Exercise Promotes a Cardioprotective Gene Program in Resident Cardiac Fibroblasts. Circ Res 2017. [DOI: 10.1161/res.121.suppl_1.108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Exercise and disease both induce hypertrophic cardiac growth, but only disease results in fibrosis and compromised heart function. Transcriptional profiling of resident cardiac fibroblasts (CFs), the primary cellular source of fibrosis, was used to define the gene expression programs (GEP) underlying this divergent functional outcome. Bioinformatic analyses revealed distinct transcriptional responses to exercise and disease, including induction of Rho- and SRF-dependent remodeling genes in disease and NRF2-dependent antioxidant genes in exercise. The expression of a number of antioxidant genes, including metallothioneins (Mt1 and Mt2), are specifically maintained in CFs after exercise and lost in disease. Mice lacking Mt1/2 show signs of cardiac dysfunction after exercise, including cardiac fibrosis, vascular rarefaction, and reduced heart function. Importantly, Mt levels are also reduced in human heart failure (HF) patients, suggesting a potentially conserved cardioprotective role in humans. Non-canonical TGF-β1-mediated p38-MAPK signaling has previously been implicated in HF, therefore we tested the role of p38 signaling in Mt regulation. Pharmacological inhibition of p38 in human HF fibroblasts restores Mt1 and Mt2 expression and blunts the pathological fibroblast phenotype. Taken together, our study defines the transcriptional response of CFs to exercise and disease and reveals a cardioprotective mechanism that is lost in disease.
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32
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Chai S, Wan X, Nassal DM, Liu H, Moravec CS, Ramirez-Navarro A, Deschênes I. Contribution of two-pore K + channels to cardiac ventricular action potential revealed using human iPSC-derived cardiomyocytes. Am J Physiol Heart Circ Physiol 2017; 312:H1144-H1153. [PMID: 28341634 DOI: 10.1152/ajpheart.00107.2017] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 03/16/2017] [Accepted: 03/22/2017] [Indexed: 01/12/2023]
Abstract
Two-pore K+ (K2p) channels have been described in modulating background conductance as leak channels in different physiological systems. In the heart, the expression of K2p channels is heterogeneous with equivocation regarding their functional role. Our objective was to determine the K2p expression profile and their physiological and pathophysiological contribution to cardiac electrophysiology. Induced pluripotent stem cells (iPSCs) generated from humans were differentiated into cardiomyocytes (iPSC-CMs). mRNA was isolated from these cells, commercial iPSC-CM (iCells), control human heart ventricular tissue (cHVT), and ischemic (iHF) and nonischemic heart failure tissues (niHF). We detected 10 K2p channels in the heart. Comparing quantitative PCR expression of K2p channels between human heart tissue and iPSC-CMs revealed K2p1.1, K2p2.1, K2p5.1, and K2p17.1 to be higher expressed in cHVT, whereas K2p3.1 and K2p13.1 were higher in iPSC-CMs. Notably, K2p17.1 was significantly lower in niHF tissues compared with cHVT. Action potential recordings in iCells after K2p small interfering RNA knockdown revealed prolongations in action potential depolarization at 90% repolarization for K2p2.1, K2p3.1, K2p6.1, and K2p17.1. Here, we report the expression level of 10 human K2p channels in iPSC-CMs and how they compared with cHVT. Importantly, our functional electrophysiological data in human iPSC-CMs revealed a prominent role in cardiac ventricular repolarization for four of these channels. Finally, we also identified K2p17.1 as significantly reduced in niHF tissues and K2p4.1 as reduced in niHF compared with iHF. Thus, we advance the notion that K2p channels are emerging as novel players in cardiac ventricular electrophysiology that could also be remodeled in cardiac pathology and therefore contribute to arrhythmias.NEW & NOTEWORTHY Two-pore K+ (K2p) channels are traditionally regarded as merely background leak channels in myriad physiological systems. Here, we describe the expression profile of K2p channels in human-induced pluripotent stem cell-derived cardiomyocytes and outline a salient role in cardiac repolarization and pathology for multiple K2p channels.
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Affiliation(s)
- Sam Chai
- Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, Ohio.,Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
| | - Xiaoping Wan
- Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
| | - Drew M Nassal
- Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, Ohio.,Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
| | - Haiyan Liu
- Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
| | | | - Angelina Ramirez-Navarro
- Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
| | - Isabelle Deschênes
- Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, Ohio; .,Heart and Vascular Research Center, Department of Medicine, MetroHealth Campus, Case Western Reserve University, Cleveland, Ohio; and
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33
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Naga Prasad SV, Gupta MK, Duan ZH, Surampudi VSK, Liu CG, Kotwal A, Moravec CS, Starling RC, Perez DM, Sen S, Wu Q, Plow EF, Karnik S. A unique microRNA profile in end-stage heart failure indicates alterations in specific cardiovascular signaling networks. PLoS One 2017; 12:e0170456. [PMID: 28329018 PMCID: PMC5362047 DOI: 10.1371/journal.pone.0170456] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 01/05/2017] [Indexed: 01/17/2023] Open
Abstract
It is well established that the gene expression patterns are substantially altered in cardiac hypertrophy and heart failure, however, less is known about the reasons behind such global differences. MicroRNAs (miRNAs) are short non-coding RNAs that can target multiple molecules to regulate wide array of proteins in diverse pathways. The goal of the study was to profile alterations in miRNA expression using end-stage human heart failure samples with an aim to build signaling network pathways using predicted targets for the altered miRNA and to determine nodal molecules regulating individual networks. Profiling of miRNAs using custom designed microarray and validation with an independent set of samples identified eight miRNAs that are altered in human heart failure including one novel miRNA yet to be implicated in cardiac pathology. To gain an unbiased perspective on global regulation by top eight altered miRNAs, functional relationship of predicted targets for these eight miRNAs were examined by network analysis. Ingenuity Pathways Analysis network algorithm was used to build global signaling networks based on the targets of altered miRNAs which allowed us to identify participating networks and nodal molecules that could contribute to cardiac pathophysiology. Majority of the nodal molecules identified in our analysis are targets of altered miRNAs and known regulators of cardiovascular signaling. Cardio-genomics heart failure gene expression public data base was used to analyze trends in expression pattern for target nodal molecules and indeed changes in expression of nodal molecules inversely correlated to miRNA alterations. We have used NF kappa B network as an example to show that targeting other molecules in the network could alter the nodal NF kappa B despite not being a miRNA target suggesting an integrated network response. Thus, using network analysis we show that altering key functional target proteins may regulate expression of the myriad signaling pathways underlying the cardiac pathology.
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Affiliation(s)
- Sathyamangla V. Naga Prasad
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Manveen K. Gupta
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Zhong-Hui Duan
- Department of Computer Sciences, University of Akron, Akron, Ohio, United States of America
| | - Venkata Suresh K. Surampudi
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Chang-Gong Liu
- Department of Molecular Virology, Immunology and Medical Genetics and Comprehensive Cancer Center, Ohio State University, Columbus, Ohio, United States of America
| | - Ashwin Kotwal
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Christine S. Moravec
- Department of Cardiovascular Medicine, Heart and Vascular Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Randall C. Starling
- Department of Cardiovascular Medicine, Heart and Vascular Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Dianne M. Perez
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Subha Sen
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Qingyu Wu
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Edward F. Plow
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Sadashiva Karnik
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
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34
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Nassal DM, Wan X, Liu H, Maleski D, Ramirez-Navarro A, Moravec CS, Ficker E, Laurita KR, Deschênes I. KChIP2 is a core transcriptional regulator of cardiac excitability. eLife 2017; 6. [PMID: 28263709 PMCID: PMC5338919 DOI: 10.7554/elife.17304] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 02/19/2017] [Indexed: 11/18/2022] Open
Abstract
Arrhythmogenesis from aberrant electrical remodeling is a primary cause of death among patients with heart disease. Amongst a multitude of remodeling events, reduced expression of the ion channel subunit KChIP2 is consistently observed in numerous cardiac pathologies. However, it remains unknown if KChIP2 loss is merely a symptom or involved in disease development. Using rat and human derived cardiomyocytes, we identify a previously unobserved transcriptional capacity for cardiac KChIP2 critical in maintaining electrical stability. Through interaction with genetic elements, KChIP2 transcriptionally repressed the miRNAs miR-34b and miR-34c, which subsequently targeted key depolarizing (INa) and repolarizing (Ito) currents altered in cardiac disease. Genetically maintaining KChIP2 expression or inhibiting miR-34 under pathologic conditions restored channel function and moreover, prevented the incidence of reentrant arrhythmias. This identifies the KChIP2/miR-34 axis as a central regulator in developing electrical dysfunction and reveals miR-34 as a therapeutic target for treating arrhythmogenesis in heart disease. DOI:http://dx.doi.org/10.7554/eLife.17304.001 The heart pumps blood throughout the body to provide oxygen and nourishment. To do so, proteins in the heart create electrical signals that tell the heart muscles to contract in a coordinated manner. Heart disease can cause cells to lose control of the production or activity of these proteins, creating disorganized electrical signals called arrhythmias that interfere with the heart’s ability to pump. Sometimes these arrhythmias lead to sudden death. Researchers do not know exactly what triggers these changes in the heart’s normal electrical rhythms. This has made it difficult to develop strategies to prevent these disruptions or to fix them when they occur. By studying rat and human heart cells, Nassal et al. now show that a protein called KChIP2 stops working properly during heart disease. Most importantly, because of the decreased level of KChIP2 in heart disease, KChIP2 loses the ability to restrict the production of two microRNA molecules – a role that KChIP2 was not previously known to perform. This loss of activity sets off a cascade of signals that worsens the balance of electrical activity in the heart cells, creating arrhythmias. Treatments that restored proper levels of the fully working KChIP2 protein to the heart cells or that blocked the signals set off by a lack of KChIP2 returned the electrical activity of the cells back to normal. This also stopped the development of arrhythmias. Further studies are now needed to investigate whether these treatments have the same effects in living mammals. If effective, this could ultimately lead to new treatments for heart diseases and arrhythmias. DOI:http://dx.doi.org/10.7554/eLife.17304.002
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Affiliation(s)
- Drew M Nassal
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States.,Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, United States
| | - Xiaoping Wan
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Haiyan Liu
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Danielle Maleski
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Angelina Ramirez-Navarro
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Christine S Moravec
- Department of Molecular Cardiology, Cleveland Clinic, Cleveland, United States
| | - Eckhard Ficker
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Kenneth R Laurita
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States
| | - Isabelle Deschênes
- Heart and Vascular Research Center, Department of Medicine, Case Western Reserve University, Cleveland, United States.,Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, United States
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35
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Pilbrow AP, Lewis KA, Perrin MH, Sweet WE, Moravec CS, Tang WHW, Huising MO, Troughton RW, Cameron VA. Cardiac CRFR1 Expression Is Elevated in Human Heart Failure and Modulated by Genetic Variation and Alternative Splicing. Endocrinology 2016; 157:4865-4874. [PMID: 27754786 PMCID: PMC5133347 DOI: 10.1210/en.2016-1448] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Corticotropin-releasing factor (CRF) and the CRF-related peptides, urocortin (Ucn)-1, Ucn2, and Ucn3 signal through receptors CRFR1 and CRFR2 to restore homeostasis in response to stress. The Ucns exert potent cardioprotective effects and may have clinical utility in heart failure. To explore the activity of this system in the heart, we measured the levels of myocardial gene expression of the CRF/Ucn family of ligands/receptors and investigated genetic variation and alternative splicing of CRFR1 in 110 heart failure patients and 108 heart donors. Using quantitative real-time PCR, we detected CRFR1, CRFR2, CRF, Ucn1, Ucn2, and Ucn3 in all samples. CRFR2α was the most abundant receptor and Ucn3 the most abundant ligand, both in patients and donors. Compared with donors, cardiac expression of CRFR1, CRF, and Ucn3 was higher (P < .001) and CRFR2α lower (P = .012) in patients. In patients and donors, genetic variation within CRFR1, represented by the chromosome 17q21.31 inversion polymorphism, was associated with markedly higher CRFR1 expression (P < .001), making CRFR1 and CRFR2α expression almost equivalent in some patients. A novel, truncated splice variant of CRFR1, designated CRFR1j, was identified and shown to exert a dominant-negative effect on CRFR1 signaling in vitro. The novel variant was expressed in a greater proportion of patients (60%) than donors (3%, P < .001). In summary, cardiac expression of CRFR1, CRF, and Ucn3 genes is elevated in heart failure and may contribute to the activation of the CRF/Ucn system in these patients. A common variant within the CRFR1 gene and a novel CRFR1 splice variant may modulate CRFR1 expression and signaling.
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Affiliation(s)
- Anna P Pilbrow
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Kathy A Lewis
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Marilyn H Perrin
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Wendy E Sweet
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Christine S Moravec
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - W H Wilson Tang
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Mark O Huising
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Richard W Troughton
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
| | - Vicky A Cameron
- Peptide Biology Laboratories (A.P.P., K.A.L., M.H.P., M.O.H.), The Salk Institute for Biological Studies, La Jolla, California 92037; Christchurch Heart Institute (A.P.P., R.W.T., V.A.C.), Department of Medicine, University of Otago, Christchurch 8011, New Zealand; Kaufman Center for Heart Failure (W.E.S., C.S.M., W.H.W.T.), Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio 44195
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Nassal DM, Wan X, Liu H, Maleski D, Ramirez-Navarro A, Moravec CS, Ficker E, Laurita KR, Deschênes I. Abstract 259: KChIP2 is a Key Transcriptional Regulator of Cardiac Excitability Under Normal and Pathogenic Conditions. Circ Res 2016. [DOI: 10.1161/res.119.suppl_1.259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
Arrhythmogenesis is the primary cause of death in patients with acquired heart disease, and is the consequence of profound dysregulation of both depolarizing and repolarizing currents. Reduction in expression of the auxiliary subunit K+ channel interacting protein 2 (KChIP2), which regulates the transient outward K+ current (Ito), is a common and early event in many cardiac pathologies. Notably, transcriptional changes observed in heart disease can be elicited through direct KChIP2 silencing without disease signaling, suggesting novel transcriptional capacity for KChIP2.
Methods and Results:
A miRNA microarray was conducted on neonatal rat ventricular myocytes (NRVM) following in vitro silencing of KChIP2, identifying the miR-34 family as a potential transcriptional target of KChIP2. qPCR confirmed reduction in miR-34b/c when over-expressing KChIP2 and increase following silencing. Luciferase assays conducted on the promoter for miR-34b/c reinforced KChIP2 repression on the promoter, while chromatin immunoprecipitation identified direct interaction of KChIP2 on the promoter. Previous studies show modified expression of KChIP2 can lead to changes in several ion channel subunits. Therefore, we investigated if this was the consequence of KChIP2 regulation via miR-34. Expression of miR-34b/c precursors reduced transcript levels of Nav1.5 and Navβ1, and reduced protein levels for Kv4.3, resulting in loss of INa and Ito. To determine the relevance in disease signaling, NRVMs were exposed to 100 μM phenylephrine for 48 hrs, significantly reducing KChIP2, Nav1.5, Navβ1, and Kv4.3, while elevating miR-34b/c. Maintaining KChIP2 expression by adenovirus or blocking miR-34 activity with antagomirs rescued the changes in channel expression. Consequently, miR-34 inhibition rescued the induction of sustained arrhythmias observed in a 2D culture of myocytes through the maintenance of cardiac excitability.
Conclusion:
Collectively, these observations identify dysregulation of the KChIP2/miR-34 axis as a nodal event in the development of electrical dysfunction that characterize cardiac pathologies, and further identifies miR-34 as a viable therapeutic target for managing arrhythmogenesis in patients with heart disease.
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Affiliation(s)
- Drew M Nassal
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Xiaoping Wan
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Haiyan Liu
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Danielle Maleski
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Angelina Ramirez-Navarro
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | | | - Eckhard Ficker
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Kenneth R Laurita
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
| | - Isabelle Deschênes
- Heart and Vascular Rsch Cntr, Dept of Medicine, MetroHealth Campus, Case Western Reserve Univ, Cleveland, OH
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Naga Prasad SV, Duan ZH, Gupta MK, Surampudi VSK, Volinia S, Calin GA, Kotwal A, Moravec CS, Starling RC, Perez DM, Sen S, Wu Q, Plow EF, Croce CM, Karnik S. A unique microRNA profile in end-stage heart failure indicates alterations in specific cardiovascular signaling networks. J Biol Chem 2016; 291:14914. [PMID: 27422978 DOI: 10.1074/jbc.a109.036541] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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38
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Smith JG, Felix JF, Morrison AC, Kalogeropoulos A, Trompet S, Wilk JB, Gidlöf O, Wang X, Morley M, Mendelson M, Joehanes R, Ligthart S, Shan X, Bis JC, Wang YA, Sjögren M, Ngwa J, Brandimarto J, Stott DJ, Aguilar D, Rice KM, Sesso HD, Demissie S, Buckley BM, Taylor KD, Ford I, Yao C, Liu C, Sotoodehnia N, van der Harst P, Stricker BHC, Kritchevsky SB, Liu Y, Gaziano JM, Hofman A, Moravec CS, Uitterlinden AG, Kellis M, van Meurs JB, Margulies KB, Dehghan A, Levy D, Olde B, Psaty BM, Cupples LA, Jukema JW, Djousse L, Franco OH, Boerwinkle E, Boyer LA, Newton-Cheh C, Butler J, Vasan RS, Cappola TP, Smith NL. Discovery of Genetic Variation on Chromosome 5q22 Associated with Mortality in Heart Failure. PLoS Genet 2016; 12:e1006034. [PMID: 27149122 PMCID: PMC4858216 DOI: 10.1371/journal.pgen.1006034] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 04/18/2016] [Indexed: 11/22/2022] Open
Abstract
Failure of the human heart to maintain sufficient output of blood for the demands of the body, heart failure, is a common condition with high mortality even with modern therapeutic alternatives. To identify molecular determinants of mortality in patients with new-onset heart failure, we performed a meta-analysis of genome-wide association studies and follow-up genotyping in independent populations. We identified and replicated an association for a genetic variant on chromosome 5q22 with 36% increased risk of death in subjects with heart failure (rs9885413, P = 2.7x10-9). We provide evidence from reporter gene assays, computational predictions and epigenomic marks that this polymorphism increases activity of an enhancer region active in multiple human tissues. The polymorphism was further reproducibly associated with a DNA methylation signature in whole blood (P = 4.5x10-40) that also associated with allergic sensitization and expression in blood of the cytokine TSLP (P = 1.1x10-4). Knockdown of the transcription factor predicted to bind the enhancer region (NHLH1) in a human cell line (HEK293) expressing NHLH1 resulted in lower TSLP expression. In addition, we observed evidence of recent positive selection acting on the risk allele in populations of African descent. Our findings provide novel genetic leads to factors that influence mortality in patients with heart failure. In this study, we applied a genome-wide mapping approach to study molecular determinants of mortality in subjects with heart failure. We identified a genetic variant on chromosome 5q22 that was associated with mortality in this group and observed that this variant conferred increased function of an enhancer region active in multiple tissues. We further observed association of the genetic variant with a DNA methylation signature in blood that in turn is associated with allergy and expression of the gene TSLP (Thymic stromal lymphoprotein) in blood. Knockdown of the transcription factor predicted to bind the enhancer region also resulted in lower TSLP expression. The TSLP gene encodes a cytokine that induces release of T-cell attracting chemokines from monocytes, promotes T helper type 2 cell responses, enhances maturation of dendritic cells and activates mast cells. Development of TSLP inhibiting therapeutics are underway and currently in phase III clinical trials for asthma and allergy. These findings provide novel genetic leads to factors that influence mortality in patients with heart failure and in the longer term may result in novel therapies.
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Affiliation(s)
- J. Gustav Smith
- Department of Cardiology, Department of Clinical Sciences, Lund University, Lund, Sweden
- Department of Heart Failure and Valvular Disease, Skåne University Hospital, Lund, Sweden
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Center for Human Genetic Research and Cardiovascular Research Center, Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Department of Clinical Sciences, Lund University, Malmö, Sweden
- * E-mail:
| | - Janine F. Felix
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Aging (NGI-NCHA), The Netherlands Genomics Initiative, Leiden, the Netherlands
| | - Alanna C. Morrison
- Human Genetics Center, University of Texas Health Science Center at Houston, Houston, Texas, United States of America
| | - Andreas Kalogeropoulos
- Emory Clinical Cardiovascular Research Institute, Emory University, Atlanta, Georgia, United States of America
| | - Stella Trompet
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands
| | - Jemma B. Wilk
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Olof Gidlöf
- Department of Cardiology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Xinchen Wang
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Michael Morley
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Michael Mendelson
- The Framingham Heart Study, Framingham, Massachusetts, United States of America
- The Population Sciences Branch, National Heart, Lund and Blood Institute, Bethesda, Maryland, United States of America
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, United States of America
| | - Roby Joehanes
- The Framingham Heart Study, Framingham, Massachusetts, United States of America
- The Population Sciences Branch, National Heart, Lund and Blood Institute, Bethesda, Maryland, United States of America
| | - Symen Ligthart
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Xiaoyin Shan
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Joshua C. Bis
- Department of Epidemiology, University of Washington, Seattle, Washington, United States of America
| | - Ying A. Wang
- Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America
| | - Marketa Sjögren
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Julius Ngwa
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Jeffrey Brandimarto
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - David J. Stott
- Academic Section of Geriatric Medicine, Institute of Cardiovascular and Medical Sciences, Faculty of Medicine, University of Glasgow, Glasgow, United Kingdom
| | - David Aguilar
- Baylor College of Medicine, Houston, Texas, United States of America
| | - Kenneth M. Rice
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Howard D. Sesso
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Serkalem Demissie
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - Brendan M. Buckley
- Department of Pharmacology and Therapeutics, University College Cork, Cork, Ireland
| | - Kent D. Taylor
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California, United States of America
| | - Ian Ford
- Robertson Center for Biostatistics, University of Glasgow, Glasgow, United Kingdom
| | - Chen Yao
- The Framingham Heart Study, Framingham, Massachusetts, United States of America
- The Population Sciences Branch, National Heart, Lund and Blood Institute, Bethesda, Maryland, United States of America
| | - Chunyu Liu
- The Framingham Heart Study, Framingham, Massachusetts, United States of America
- The Population Sciences Branch, National Heart, Lund and Blood Institute, Bethesda, Maryland, United States of America
| | | | | | | | | | - Nona Sotoodehnia
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Pim van der Harst
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Bruno H. Ch. Stricker
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Inspectorate for Health Care, The Hague, the Netherlands
- Department of Medical Informatics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Stephen B. Kritchevsky
- Department of Internal Medicine, Section on Geronotology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America
| | - Yongmei Liu
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University Health Sciences, Winston-Salem, North Carolina, United States of America
| | - J. Michael Gaziano
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Christine S. Moravec
- Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland, Ohio, United States of America
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Aging (NGI-NCHA), The Netherlands Genomics Initiative, Leiden, the Netherlands
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Manolis Kellis
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Joyce B. van Meurs
- Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Kenneth B. Margulies
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Abbas Dehghan
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Daniel Levy
- The Framingham Heart Study, Framingham, Massachusetts, United States of America
- The Population Sciences Branch, National Heart, Lund and Blood Institute, Bethesda, Maryland, United States of America
| | - Björn Olde
- Department of Cardiology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Bruce M. Psaty
- Department of Epidemiology, University of Washington, Seattle, Washington, United States of America
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America
- Department of Health Services, University of Washington, Seattle, Washington, United States of America
- Group Health Research Institute, Group Health Cooperative, Seattle, Washington, United States of America
| | - L. Adrienne Cupples
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America
| | - J. Wouter Jukema
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
- Durrer Center for Cardiogenetic Research, Amsterdam, the Netherlands
- Interuniversity Cardiology Institute of the Netherlands, Utrecht, the Netherlands
| | - Luc Djousse
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Oscar H. Franco
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Netherlands Consortium for Healthy Aging (NGI-NCHA), The Netherlands Genomics Initiative, Leiden, the Netherlands
| | - Eric Boerwinkle
- Human Genetics Center, University of Texas Health Science Center at Houston, Houston, Texas, United States of America
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, United States of America
| | - Laurie A. Boyer
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Christopher Newton-Cheh
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Center for Human Genetic Research and Cardiovascular Research Center, Harvard Medical School and Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Javed Butler
- Emory Clinical Cardiovascular Research Institute, Emory University, Atlanta, Georgia, United States of America
| | - Ramachandran S. Vasan
- Departments of Medicine and Preventive Medicine, Boston University School of Medicine, Boston, Massachusetts, United States of America
| | - Thomas P. Cappola
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Nicholas L. Smith
- Department of Epidemiology, University of Washington, Seattle, Washington, United States of America
- Department of Health Services, University of Washington, Seattle, Washington, United States of America
- Seattle Epidemiologic Research and Information Center, Department of Veteran Affairs Office of Research and Development, Seattle, Washington, United States of America
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Royds JA, Pilbrow AP, Ahn A, Morrin HR, Frampton C, Russell IA, Moravec CS, Sweet WE, Tang WHW, Currie MJ, Hung NA, Slatter TL. The rs11515 Polymorphism Is More Frequent and Associated With Aggressive Breast Tumors with Increased ANRIL and Decreased p16 (INK4a) Expression. Front Oncol 2016; 5:306. [PMID: 26835415 PMCID: PMC4720739 DOI: 10.3389/fonc.2015.00306] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 12/21/2015] [Indexed: 01/28/2023] Open
Abstract
Chromosome position 9p21 encodes three-tumor suppressors p16INK4a, p14ARF, and p15INK4b and the long non-coding RNA ANRIL (antisense non-coding RNA in the INK4 locus). The rs11515 single-nucleotide polymorphism in the p16INK4a/p14ARF 3′-untranslated region is associated with glioblastoma, melanoma, and other cancers. This study investigated the frequency and effect of rs11515 genotypes in breast cancer. Genomic DNA samples from 400 women (200 with and 200 without a diagnosis of breast cancer) were genotyped for the rs11515 major (C) and minor (G) alleles. The rs11515 polymorphism was also investigated in 108 heart tissues to test for tissue-specific effects. Four 9p21 transcripts, p16INK4a, p14ARF, p15INK4b, and ANRIL were measured in breast tumors and myocardium using quantitative PCR. Heterozygotes (CG genotype) were more frequent in women with breast cancer compared to the control population (P = 0.0039). In those with breast cancer, the CG genotype was associated with an older age (P = 0.016) and increased lymph node involvement (P = 0.007) compared to homozygotes for the major allele (CC genotype). In breast tumors, the CG genotype had higher ANRIL (P = 0.031) and lower p16INK4a (P = 0.006) expression compared to the CC genotype. The CG genotype was not associated with altered 9p21 transcripts in heart tissue. In breast cancer, the rs11515 CG genotype is more frequent and associated with a more aggressive tumor that could be due to increased ANRIL and reduced p16INK4a expression. The absence of association between rs11515 genotypes and 9p21 transcripts in heart tissue suggests this polymorphism has tissue- or disease-specific functions.
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Affiliation(s)
- Janice A Royds
- Department of Pathology, Dunedin School of Medicine, University of Otago , Dunedin , New Zealand
| | - Anna P Pilbrow
- Department of Medicine, University of Otago , Christchurch , New Zealand
| | - Antonio Ahn
- Department of Pathology, Dunedin School of Medicine, University of Otago , Dunedin , New Zealand
| | - Helen R Morrin
- Department of Pathology, University of Otago , Christchurch , New Zealand
| | - Chris Frampton
- Department of Medicine, University of Otago , Christchurch , New Zealand
| | - I Alasdair Russell
- Cancer Research UK Cambridge Institute, University of Cambridge , Cambridge , UK
| | - Christine S Moravec
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure, Cleveland Clinic , Cleveland, OH , USA
| | - Wendy E Sweet
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure, Cleveland Clinic , Cleveland, OH , USA
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Kaufman Center for Heart Failure, Cleveland Clinic , Cleveland, OH , USA
| | - Margaret J Currie
- Department of Pathology, University of Otago , Christchurch , New Zealand
| | - Noelyn A Hung
- Department of Pathology, Dunedin School of Medicine, University of Otago , Dunedin , New Zealand
| | - Tania L Slatter
- Department of Pathology, Dunedin School of Medicine, University of Otago , Dunedin , New Zealand
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Gore-Panter SR, Hsu J, Barnard J, Moravec CS, Van Wagoner DR, Chung MK, Smith JD. PANCR, the PITX2 Adjacent Noncoding RNA, Is Expressed in Human Left Atria and Regulates PITX2c Expression. Circ Arrhythm Electrophysiol 2016; 9:e003197. [PMID: 26783232 PMCID: PMC4719779 DOI: 10.1161/circep.115.003197] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Genome-wide studies reveal that genetic variants at chromosome 4q25 constitute the strongest locus associated with atrial fibrillation, the most frequent arrhythmia. However, the mechanisms underlying this association are unknown. Our goal is to find and characterize left atrial-expressed transcripts in the chromosome 4q25 atrial fibrillation risk locus that may play a role in atrial fibrillation pathogenesis. METHODS AND RESULTS RNA sequencing performed on human left/right pairs identified an intergenic long noncoding RNA adjacent to the PITX2 gene, which we have named PANCR (PITX2 adjacent noncoding RNA). In a human tissue screen, PANCR was expressed specifically in the left atria and eye and in no other chambers of the heart. The levels of PANCR and PITX2c RNAs were highly correlated in 233 human left atrial appendage samples. PANCR levels were not associated with either atrial rhythm status or the genotypes of the chromosome 4q25 atrial fibrillation risk variants. Both PANCR and PITX2c RNAs were induced early during differentiation of human embryonic stem cells into cardiomyocytes. Because long noncoding RNAs often control gene expression, we performed siRNA-mediated knockdown of PANCR, and this treatment repressed PITX2c expression and mimicked the effects of PITX2c knockdown on global mRNA and miRNA expression. Cell fractionation studies demonstrate that PANCR is primarily localized in the cytoplasm. CONCLUSIONS PANCR and PITX2c are coordinately expressed early during cardiomyocyte differentiation from stem cells. PANCR knockdown decreased PITX2c expression in differentiated cardiomyocytes, altering the transcriptome in a manner similar to PITX2c knockdown.
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Affiliation(s)
- Shamone R Gore-Panter
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - Jeffrey Hsu
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - John Barnard
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - Christine S Moravec
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - David R Van Wagoner
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - Mina K Chung
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH
| | - Jonathan D Smith
- From the Department of Molecular Cardiology, Lerner Research Institute (S.R.G.-P., C.S.M., D.R.V.W., M.K.C.), Department of Cellular & Molecular Medicine, Lerner Research Institute (S.R.G.-P., J.H., J.D.S.), Department of Quantitative Health Sciences (J.B.), and Department of Cardiovascular Medicine (C.S.M., D.R.V.W., M.K.C., J.D.S.), Cleveland Clinic, OH.
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Das A, Morley M, Moravec CS, Tang WHW, Hakonarson H, Margulies KB, Cappola TP, Jensen S, Hannenhalli S. Bayesian integration of genetics and epigenetics detects causal regulatory SNPs underlying expression variability. Nat Commun 2015; 6:8555. [PMID: 26456756 PMCID: PMC4633824 DOI: 10.1038/ncomms9555] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 09/04/2015] [Indexed: 01/14/2023] Open
Abstract
The standard expression quantitative trait loci (eQTL) detects polymorphisms associated with gene expression without revealing causality. We introduce a coupled Bayesian regression approach--eQTeL, which leverages epigenetic data to estimate regulatory and gene interaction potential, and identifies combination of regulatory single-nucleotide polymorphisms (SNPs) that explain the gene expression variance. On human heart data, eQTeL not only explains a significantly greater proportion of expression variance but also predicts gene expression more accurately than other methods. Based on realistic simulated data, we demonstrate that eQTeL accurately detects causal regulatory SNPs, including those with small effect sizes. Using various functional data, we show that SNPs detected by eQTeL are enriched for allele-specific protein binding and histone modifications, which potentially disrupt binding of core cardiac transcription factors and are spatially proximal to their target. eQTeL SNPs capture a substantial proportion of genetic determinants of expression variance and we estimate that 58% of these SNPs are putatively causal.
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Affiliation(s)
- Avinash Das
- Center for Bioinformatics and Computational Biology, University of Maryland, College Park, Maryland 20742, USA
| | - Michael Morley
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104-5159, USA
| | - Christine S. Moravec
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio 44195, USA
| | - W. H. W. Tang
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio 44195, USA
| | - Hakon Hakonarson
- The Childrens Hospital of Philadelphia, Philadelphia, Pennsylvania 19104-5159, USA
| | - Kenneth B. Margulies
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104-5159, USA
| | - Thomas P. Cappola
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104-5159, USA
| | - Shane Jensen
- The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6340, USA
| | - Sridhar Hannenhalli
- Center for Bioinformatics and Computational Biology, University of Maryland, College Park, Maryland 20742, USA
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Jia C, Guan W, Yang A, Xiao R, Tang WHW, Moravec CS, Margulies KB, Cappola TP, Li M, Li C. MetaDiff: differential isoform expression analysis using random-effects meta-regression. BMC Bioinformatics 2015; 16:208. [PMID: 26134005 PMCID: PMC4489045 DOI: 10.1186/s12859-015-0623-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 05/20/2015] [Indexed: 01/08/2023] Open
Abstract
Background RNA sequencing (RNA-Seq) allows an unbiased survey of the entire transcriptome in a high-throughput manner. A major application of RNA-Seq is to detect differential isoform expression across experimental conditions, which is of great biological interest due to its direct relevance to protein function and disease pathogenesis. Detection of differential isoform expression is challenging because of uncertainty in isoform expression estimation owing to ambiguous reads and variability in precision of the estimates across samples. It is desirable to have a method that can account for these issues and is flexible enough to allow adjustment for covariates. Results In this paper, we present MetaDiff, a random-effects meta-regression model that naturally fits for the above purposes. Through extensive simulations and analysis of an RNA-Seq dataset on human heart failure, we show that the random-effects meta-regression approach is computationally fast, reliable, and can improve the power of differential expression analysis while controlling for false positives due to the effect of covariates or confounding variables. In contrast, several existing methods either fail to control false discovery rate or have reduced power in the presence of covariates or confounding variables. The source code, compiled JAR package and documentation of MetaDiff are freely available at https://github.com/jiach/MetaDiff. Conclusion Our results indicate that random-effects meta-regression offers a flexible framework for differential expression analysis of isoforms, particularly when gene expression is influenced by other variables. Electronic supplementary material The online version of this article (doi:10.1186/s12859-015-0623-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Cheng Jia
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Weihua Guan
- Division of Biostatistics, School of Public Health, University of Minnesota School of Public Health, Minneapolis, MN, 55455, USA.
| | - Amy Yang
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Rui Xiao
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, 44195, USA.
| | - Christine S Moravec
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, 44195, USA.
| | - Kenneth B Margulies
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Thomas P Cappola
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Mingyao Li
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA.
| | - Chun Li
- Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, OH, 44106, USA.
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Greenberg BR, Grossman EF, Bolwell G, Reynard AK, Pennell NA, Moravec CS, McKee MG. Biofeedback Assisted Stress Management in Patients with Lung Cancer: A Feasibility Study. Appl Psychophysiol Biofeedback 2015; 40:201-8. [DOI: 10.1007/s10484-015-9277-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Liu Y, Morley M, Brandimarto J, Hannenhalli S, Hu Y, Ashley EA, Tang WHW, Moravec CS, Margulies KB, Cappola TP, Li M. RNA-Seq identifies novel myocardial gene expression signatures of heart failure. Genomics 2014; 105:83-9. [PMID: 25528681 DOI: 10.1016/j.ygeno.2014.12.002] [Citation(s) in RCA: 167] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 11/25/2014] [Accepted: 12/09/2014] [Indexed: 01/22/2023]
Abstract
Heart failure is a complex clinical syndrome and has become the most common reason for adult hospitalization in developed countries. Two subtypes of heart failure, ischemic heart disease (ISCH) and dilated cardiomyopathy (DCM), have been studied using microarray platforms. However, microarray has limited resolution. Here we applied RNA sequencing (RNA-Seq) to identify gene signatures for heart failure from six individuals, including three controls, one ISCH and two DCM patients. Using genes identified from this small RNA-Seq dataset, we were able to accurately classify heart failure status in a much larger set of 313 individuals. The identified genes significantly overlapped with genes identified via genome-wide association studies for cardiometabolic traits and the promoters of those genes were enriched for binding sites for transcriptions factors. Our results indicate that it is possible to use RNA-Seq to classify disease status for complex diseases such as heart failure using an extremely small training dataset.
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Affiliation(s)
- Yichuan Liu
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Michael Morley
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Jeffrey Brandimarto
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Sridhar Hannenhalli
- Center for Bioinformatics and Computational Biology, University of Maryland, College Park, MD 20742, United States.
| | - Yu Hu
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Euan A Ashley
- Stanford Center for Inherited Cardiovascular Disease, Stanford University School of Medicine, Stanford, CA 94305, United States.
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH 44195, United States.
| | - Christine S Moravec
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH 44195, United States.
| | - Kenneth B Margulies
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Thomas P Cappola
- Cardiovascular Institute, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
| | - Mingyao Li
- Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.
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Dhillon A, Sweet W, Popovic ZB, Smedira NG, Thamilarasan M, Lytle BW, Tan C, Starling RC, Lever HM, Moravec CS, Desai MY. Association of noninvasively measured left ventricular mechanics with in vitro muscle contractile performance: a prospective study in hypertrophic cardiomyopathy patients. J Am Heart Assoc 2014; 3:e001269. [PMID: 25389286 PMCID: PMC4338715 DOI: 10.1161/jaha.114.001269] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Hypertrophic cardiomyopathy (HCM) is a primary myopathic process in which regional left ventricular dysfunction may exist without overt global left ventricular dysfunction. In obstructive HCM patients who underwent surgical myectomy (SM), we sought to determine if there is a significant association between echocardiographic longitudinal strain, histopathology, and in vitro myocardial performance (resting tension and developed tension) of the surgical specimen. Methods and Results HCM patients (n=122, 54±14 years, 54% men) undergoing SM were prospectively recruited. Longitudinal systolic strain and diastolic strain rates were measured at that basal septum (partially removed at SM) by using velocity vector imaging on preoperative echocardiography. Semiquantitative histopathologic grading of myocyte disarray and fibrosis and in vitro measurements of resting tension and developed tension were made in septal tissue obtained at SM. Mean basal septal systolic strain and diastolic strain rate were −8.3±5% and 0.62±0.4/s, while mild or greater degree of myocyte disarray and interstitial fibrosis were present in 85% and 87%, respectively. Mean resting tension and developed tension were 2.8±1 and 1.4±0.8 g/mm2. On regression analysis, basal septal systolic strain, diastolic strain rate, disarray, and fibrosis were associated with developed tension (β=0.19, 0.20, −0.33, and −0.40, respectively, all P<0.01) and resting tension (β=0.21, 0.22, −0.25, and −0.28, respectively, all P<0.01). Conclusion In obstructive HCM patients who underwent SM, left ventricular mechanics (echocardiographic longitudinal systolic strain and diastolic strain rates), assessed at the basal septum (myocardium removed during myectomy) and histopathologic findings characteristic for HCM (disarray and fibrosis) were significantly associated with in vitro myocardial resting and developed contractile performance.
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Affiliation(s)
- Ashwat Dhillon
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Wendy Sweet
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Zoran B Popovic
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Nicholas G Smedira
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Maran Thamilarasan
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Bruce W Lytle
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Carmela Tan
- Pathology Institute, Cleveland Clinic, Cleveland, OH (C.T.)
| | - Randall C Starling
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Harry M Lever
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Christine S Moravec
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
| | - Milind Y Desai
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, OH (A.D., W.S., Z.B.P., N.G.S., M.T., B.W.L., R.C.S., H.M.L., C.S.M., M.Y.D.)
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Abstract
Mammalian hearts express two myosin heavy chain (MHC) isoforms, which drive contractions with different kinetics and power-generating ability. The expression of the isoform that is associated with more rapid contraction kinetics and greater power output, MHC-α, is downregulated, with a concurrent increase in the relative amount of the slower isoform, MHC-β, during the progression to experimentally induced or disease-related heart failure. This change in protein expression has been well studied in right and left ventricles in heart failure models and in humans with failure. Relatively little quantitative data exists regarding MHC isoform expression shifts in human failing atria. We previously reported significant increases in the relative amount of MHC-β in the human failing left atrium. The results of that study suggested that there might be a sex-related difference in the level of MHC-β in the left atrium, but the number of female subjects was insufficient for statistical analysis. The objective of this study was to test whether there is, in fact, a sex-related difference in the level of MHC-β in the right and left atria of humans with cardiomyopathy. The results indicate that significant differences exist in atrial MHC isoform expression between men and women who are in failure. The results also revealed an unexpected twofold greater amount of MHC-β in the nonfailing left atrium of women, compared with men. The observed sex-related differences in MHC isoform expression could impact ventricular diastolic filling during normal daily activities, as well as during physiologically stressful events.
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Affiliation(s)
- Peter J. Reiser
- Division of Biosciences, College of Dentistry, Ohio State University, Columbus, Ohio; and
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Bennett MK, Sweet WE, Baicker-McKee S, Looney E, Karohl K, Mountis M, Tang WHW, Starling RC, Moravec CS. S100A1 in human heart failure: lack of recovery following left ventricular assist device support. Circ Heart Fail 2014; 7:612-8. [PMID: 24842913 PMCID: PMC4102621 DOI: 10.1161/circheartfailure.113.000849] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND We hypothesized that S100A1 is regulated during human hypertrophy and heart failure and that it may be implicated in remodeling after left ventricular assist device. S100A1 is decreased in animal and human heart failure, and restoration produces functional recovery in animal models and in failing human myocytes. With the potential for gene therapy, it is important to carefully explore human cardiac S100A1 regulation and its role in remodeling. METHODS AND RESULTS We measured S100A1, the sarcoplasmic endoplasmic reticulum Ca(2+)ATPase, phospholamban, and ryanodine receptor proteins, as well as β-adrenergic receptor density in nonfailing, hypertrophied (left ventricular hypertrophy), failing, and failing left ventricular assist device-supported hearts. We determined functional consequences of protein alterations in isolated contracting muscles from the same hearts. S100A1, sarcoplasmic endoplasmic reticulum Ca(2+)ATPase and phospholamban were normal in left ventricular hypertrophy, but decreased in failing hearts, while ryanodine receptor was unchanged in either group. Baseline muscle contraction was not altered in left ventricular hypertrophy or failing hearts. β-Adrenergic receptor and inotropic response were decreased in failing hearts. In failing left ventricular assist device-supported hearts, S100A1 and sarcoplasmic endoplasmic reticulum Ca(2+)ATPase showed no recovery, while phospholamban, β-adrenergic receptor, and the inotropic response fully recovered. CONCLUSIONS S100A1 and sarcoplasmic endoplasmic reticulum Ca(2+)ATPase, both key Ca(2+)-regulatory proteins, are decreased in human heart failure, and these changes are not reversed after left ventricular assist device. The clinical significance of these findings for cardiac recovery remains to be addressed.
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Affiliation(s)
- Mosi K Bennett
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Wendy E Sweet
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Sara Baicker-McKee
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Elizabeth Looney
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Kristen Karohl
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Maria Mountis
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - W H Wilson Tang
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Randall C Starling
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH
| | - Christine S Moravec
- From the Kaufman Center for Heart Failure, Department of Cardiovascular Medicine, Cleveland Clinic, OH.
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Gore-Panter SR, Hsu J, Hanna P, Gillinov AM, Pettersson G, Newton DW, Moravec CS, Van Wagoner DR, Chung MK, Barnard J, Smith JD. Atrial Fibrillation associated chromosome 4q25 variants are not associated with PITX2c expression in human adult left atrial appendages. PLoS One 2014; 9:e86245. [PMID: 24465984 PMCID: PMC3899225 DOI: 10.1371/journal.pone.0086245] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2013] [Accepted: 12/11/2013] [Indexed: 01/08/2023] Open
Abstract
Atrial Fibrillation (AF), the most common sustained arrhythmia, has a strong genetic component, but the mechanism by which common genetic variants lead to increased AF susceptibility is unknown. Genome-wide association studies (GWAS) have identified that the single nucleotide polymorphisms (SNPs) most strongly associated with AF are located on chromosome 4q25 in an intergenic region distal to the PITX2 gene. Our objective was to determine whether the AF-associated SNPs on chromosome 4q25 were associated with PITX2c expression in adult human left atrial appendages. Analysis of a lone AF GWAS identified four independent AF risk SNPs at chromosome 4q25. Human adult left atrial appendage tissue was obtained from 239 subjects of European Ancestry and used for SNP analysis of genomic DNA and determination of PITX2c RNA expression levels by quantitative PCR. Subjects were divided into three groups based on their history of AF and pre-operative rhythm. AF rhythm subjects had higher PITX2c expression than those with history of AF but in sinus rhythm. PITX2c expression was not associated with the AF risk SNPs in human adult left atrial appendages in all subjects combined or in each of the three subgroups. However, we identified seven SNPs modestly associated with PITX2c expression located in the introns of the ENPEP gene, ∼54 kb proximal to PITX2. PITX2c expression in human adult left atrial appendages is not associated with the chromosome 4q25 AF risk SNPs; thus, the mechanism by which these SNPs are associated with AF remains enigmatic.
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Affiliation(s)
- Shamone R. Gore-Panter
- Department of Cellular and Molecular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Jeffery Hsu
- Department of Cellular and Molecular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Peter Hanna
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, United States of America
| | - A. Marc Gillinov
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Gosta Pettersson
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - David W. Newton
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Christine S. Moravec
- Department of Molecular Cardiology, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - David R. Van Wagoner
- Department of Molecular Cardiology, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Mina K. Chung
- Department of Molecular Cardiology, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - John Barnard
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Jonathan D. Smith
- Department of Cellular and Molecular Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
- Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio, United States of America
- Department of Molecular Cardiology, Cleveland Clinic, Cleveland, Ohio, United States of America
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49
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Reiser PJ, Moravec CS. Sex-Related Differences in Myosin Heavy Chain Isoforms of Human Failing and Non-Failing Atria. Biophys J 2014. [DOI: 10.1016/j.bpj.2013.11.1976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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50
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Wideman CH, Cierniak KH, Sweet WE, Moravec CS, Murphy HM. An animal model of stress-induced cardiomyopathy utilizing the social defeat paradigm. Physiol Behav 2013; 120:220-7. [PMID: 23962681 DOI: 10.1016/j.physbeh.2013.08.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2013] [Revised: 07/01/2013] [Accepted: 08/12/2013] [Indexed: 11/18/2022]
Abstract
Stress-induced cardiomyopathy (SIC) is a form of acute heart disease triggered by extreme psychological stress. In patients who develop SIC, the outward symptoms are almost indistinguishable from acute myocardial infarction (AMI). However, some important criteria differentiate patients with SIC from those with AMI. Patients with SIC: (1) experience some form of extreme psychological stress from minutes to hours before developing heart disease, (2) do not suffer from atherosclerosis or coronary artery obstruction, and 3) exhibit abnormal ballooning of the left ventricle. In the present study, the resident-intruder (RI) social defeat test was investigated as a potential rat model for stressed-induced cardiomyopathy. Adult Long-Evans rats were implanted with a biotelemetry transmitter for ECG recordings and habituated for two weeks. An intruder rat was placed in the cage of a resident rat behind a wire-mesh partition for 5 min. The partition was then removed for 5 min to allow direct contact between the intruder and resident rats. After this interval, the wire-mesh partition was replaced and the intruder rat remained behind the partition for an additional 50 min. Behavioral responses were noted and ECG recordings were collected during the entire 60-min testing period. Upon completion of the test, the intruder rat was removed from the cage of the resident rat and sacrificed. The heart was examined and blood was collected. Heart weight/body weight ratio, left ventricle/body weight ratio, heart length, plasma corticosterone levels, and plasma troponin I levels of intruder rats were significantly higher as compared to control rats. Intruder rats significantly increased their heart rate during the first 5 min of the RI test. It is concluded that the RI test to induce social defeat is a novel rodent paradigm for modeling stress-induced cardiomyopathy in the human.
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Affiliation(s)
- Cyrilla H Wideman
- Department of Biology, John Carroll University, University Heights, OH, USA.
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