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Haskell GT, Adams MC, Fan Z, Amin K, Guzman Badillo RJ, Zhou L, Bizon C, Chahin N, Greenwood RS, Milko LV, Shiloh-Malawsky Y, Crooks KR, Strande N, Tennison M, Tilley CR, Brandt A, Wilhelmsen KC, Weck K, Evans JP, Berg JS. Diagnostic utility of exome sequencing in the evaluation of neuromuscular disorders. NEUROLOGY-GENETICS 2018; 4:e212. [PMID: 29417091 PMCID: PMC5798313 DOI: 10.1212/nxg.0000000000000212] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 11/12/2017] [Indexed: 12/14/2022]
Abstract
Objective To evaluate the diagnostic yield and workflow of genome-scale sequencing in patients with neuromuscular disorders (NMDs). Methods We performed exome sequencing in 93 undiagnosed patients with various NMDs for whom a molecular diagnosis was not yet established. Variants on both targeted and broad diagnostic gene lists were identified. Prior diagnostic tests were extracted from the patient's medical record to evaluate the use of exome sequencing in the context of their prior diagnostic workup. Results The overall diagnostic yield of exome sequencing in our cohort was 12.9%, with one or more pathogenic or likely pathogenic variants identified in a causative gene associated with the patient's disorder. Targeted gene lists had the same diagnostic yield as a broad NMD gene list in patients with clear neuropathy or myopathy phenotypes, but evaluation of a broader set of disease genes was needed for patients with complex NMD phenotypes. Most patients with NMD had undergone prior testing, but only 10/16 (63%) of these procedures, such as muscle biopsy, were informative in pointing to a final molecular diagnosis. Conclusions Genome-scale sequencing or analysis of a panel of relevant genes used early in the evaluation of patients with NMDs can provide or clarify a diagnosis and minimize invasive testing in many cases.
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Affiliation(s)
- Gloria T Haskell
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Michael C Adams
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Zheng Fan
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Krunal Amin
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Roberto J Guzman Badillo
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Linran Zhou
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Christopher Bizon
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Nizar Chahin
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Robert S Greenwood
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Laura V Milko
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Yael Shiloh-Malawsky
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Kristy R Crooks
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Natasha Strande
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Michael Tennison
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Christian R Tilley
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Alicia Brandt
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Kirk C Wilhelmsen
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Karen Weck
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - James P Evans
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
| | - Jonathan S Berg
- Department of Pathology (G.T.H.), Duke University, Durham, NC; The Ohio State University Wexner Medical Center (M.C.A.), Columbus, OH; Department of Neurology (Z.F., R.S.G., Y.S.-M., M.T., K.C.W.), Department of Genetics (K.A., R.J.G.B., L.Z., L.V.M., C.R.T., A.B., K.C.W., K.W., J.P.E., J.S.B.), Lineberger Comprehensive Cancer Center (J.P.E., J.S.B.), and Department of Pathology and Lab Medicine (N.S., K.W.), University of North Carolina at Chapel Hill; Renaissance Computing Institute (C.B., K.C.W.), Chapel Hill, NC; Oregon Health and Science University (N.C.), Portland; and Department of Pathology (K.R.C.), University of Colorado, Denver
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Haskell GT, Jensen BC, Samsa LA, Marchuk D, Huang W, Skrzynia C, Tilley C, Seifert BA, Rivera-Muñoz EA, Koller B, Wilhelmsen KC, Liu J, Alhosaini H, Weck KE, Evans JP, Berg JS. Whole Exome Sequencing Identifies Truncating Variants in Nuclear Envelope Genes in Patients With Cardiovascular Disease. ACTA ACUST UNITED AC 2018; 10:CIRCGENETICS.116.001443. [PMID: 28611029 DOI: 10.1161/circgenetics.116.001443] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 03/20/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND The genetic variation underlying many heritable forms of cardiovascular disease is incompletely understood, even in patients with strong family history or early age at onset. METHODS AND RESULTS We used whole exome sequencing to detect pathogenic variants in 55 patients with suspected monogenic forms of cardiovascular disease. Diagnostic analysis of established disease genes identified pathogenic variants in 21.8% of cases and variants of uncertain significance in 34.5% of cases. Three patients harbored heterozygous nonsense or splice-site variants in the nucleoporin genes NUP37, NUP43, and NUP188, which have not been implicated previously in cardiac disease. We also identified a heterozygous splice site variant in the nuclear envelope gene SYNE1 in a child with severe dilated cardiomyopathy that underwent transplant, as well as in his affected father. To confirm a cardiovascular role for these candidate genes in vivo, we used morpholinos to reduce SYNE1, NUP37, and NUP43 gene expression in zebrafish. Morphant embryos displayed cardiac abnormalities, including pericardial edema and heart failure. Furthermore, lymphoblasts from the patient carrying a SYNE1 splice-site variant displayed changes in nuclear morphology and protein localization that are consistent with disruption of the nuclear envelope. CONCLUSIONS These data expand the repertoire of pathogenic variants associated with cardiovascular disease and validate the diagnostic and research use of whole exome sequencing. We identify NUP37, NUP43, and NUP188 as novel candidate genes for cardiovascular disease, and suggest that dysfunction of the nuclear envelope may be an under-recognized component of inherited cardiac disease in some cases.
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Affiliation(s)
- Gloria T Haskell
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.).
| | - Brian C Jensen
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Leigh Ann Samsa
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Daniel Marchuk
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Wei Huang
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Cecile Skrzynia
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Christian Tilley
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Bryce A Seifert
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Edgar A Rivera-Muñoz
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Beverly Koller
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Kirk C Wilhelmsen
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Jiandong Liu
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Hassan Alhosaini
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Karen E Weck
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - James P Evans
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
| | - Jonathan S Berg
- From the Department of Pathology, Duke University, Durham, NC (G.T.H.); Division of Cardiology (B.C.J.), McAllister Heart Institute (B.C.J., L.A.S., W.H., J.L.), Department of Cell and Molecular Physiology (L.A.S., W.H., J.L.), Department of Genetics (D.M., C.S., C.T., B.A.S., E.A.R.-M., B.K., K.C.W., K.E.W., J.P.E., J.S.B.), Department of Pathology and Laboratory Medicine (J.L., K.E.W.), UNC School of Medicine, Chapel Hill; Renaissance Computing Institute, Chapel Hill, NC (K.C.W.); and ECU Heart Institute, Brody School of Medicine, Greenville, NC (H.A.)
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