Genome- and Phenome-Wide Analyses of Cardiac Conduction Identifies Markers of Arrhythmia Risk

ECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote re-entrant arrhythmias. We performed a genome-wide association study to identify genomic markers of QRS duration in 5272 individuals without cardiac...

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Published inCirculation (New York, N.Y.) Vol. 127; no. 13; pp. 1377 - 1385
Main Authors Ritchie, Marylyn D., Denny, Joshua C., Zuvich, Rebecca L., Crawford, Dana C., Schildcrout, Jonathan S., Bastarache, Lisa, Ramirez, Andrea H., Mosley, Jonathan D., Pulley, Jill M., Basford, Melissa A., Bradford, Yuki, Rasmussen, Luke V., Pathak, Jyotishman, Chute, Christopher G., Kullo, Iftikhar J., McCarty, Catherine A., Chisholm, Rex L., Kho, Abel N., Carlson, Christopher S., Larson, Eric B., Jarvik, Gail P., Sotoodehnia, Nona, Manolio, Teri A., Li, Rongling, Masys, Daniel R., Haines, Jonathan L., Roden, Dan M.
Format Journal Article
LanguageEnglish
Published Hagerstown, MD Lippincott Williams & Wilkins 02.04.2013
Subjects
Online AccessGet full text
ISSN0009-7322
1524-4539
1524-4539
DOI10.1161/CIRCULATIONAHA.112.000604

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Abstract ECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote re-entrant arrhythmias. We performed a genome-wide association study to identify genomic markers of QRS duration in 5272 individuals without cardiac disease selected from electronic medical record algorithms at 5 sites in the Electronic Medical Records and Genomics (eMERGE) network. The most significant loci were evaluated within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium QRS genome-wide association study meta-analysis. Twenty-three single-nucleotide polymorphisms in 5 loci, previously described by CHARGE, were replicated in the eMERGE samples; 18 single-nucleotide polymorphisms were in the chromosome 3 SCN5A and SCN10A loci, where the most significant single-nucleotide polymorphisms were rs1805126 in SCN5A with P=1.2×10(-8) (eMERGE) and P=2.5×10(-20) (CHARGE) and rs6795970 in SCN10A with P=6×10(-6) (eMERGE) and P=5×10(-27) (CHARGE). The other loci were in NFIA, near CDKN1A, and near C6orf204. We then performed phenome-wide association studies on variants in these 5 loci in 13859 European Americans to search for diagnoses associated with these markers. Phenome-wide association study identified atrial fibrillation and cardiac arrhythmias as the most common associated diagnoses with SCN10A and SCN5A variants. SCN10A variants were also associated with subsequent development of atrial fibrillation and arrhythmia in the original 5272 "heart-healthy" study population. We conclude that DNA biobanks coupled to electronic medical records not only provide a platform for genome-wide association study but also may allow broad interrogation of the longitudinal incidence of disease associated with genetic variants. The phenome-wide association study approach implicated sodium channel variants modulating QRS duration in subjects without cardiac disease as predictors of subsequent arrhythmias.
AbstractList ECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote re-entrant arrhythmias. We performed a genome-wide association study to identify genomic markers of QRS duration in 5272 individuals without cardiac disease selected from electronic medical record algorithms at 5 sites in the Electronic Medical Records and Genomics (eMERGE) network. The most significant loci were evaluated within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium QRS genome-wide association study meta-analysis. Twenty-three single-nucleotide polymorphisms in 5 loci, previously described by CHARGE, were replicated in the eMERGE samples; 18 single-nucleotide polymorphisms were in the chromosome 3 SCN5A and SCN10A loci, where the most significant single-nucleotide polymorphisms were rs1805126 in SCN5A with P=1.2×10(-8) (eMERGE) and P=2.5×10(-20) (CHARGE) and rs6795970 in SCN10A with P=6×10(-6) (eMERGE) and P=5×10(-27) (CHARGE). The other loci were in NFIA, near CDKN1A, and near C6orf204. We then performed phenome-wide association studies on variants in these 5 loci in 13859 European Americans to search for diagnoses associated with these markers. Phenome-wide association study identified atrial fibrillation and cardiac arrhythmias as the most common associated diagnoses with SCN10A and SCN5A variants. SCN10A variants were also associated with subsequent development of atrial fibrillation and arrhythmia in the original 5272 "heart-healthy" study population. We conclude that DNA biobanks coupled to electronic medical records not only provide a platform for genome-wide association study but also may allow broad interrogation of the longitudinal incidence of disease associated with genetic variants. The phenome-wide association study approach implicated sodium channel variants modulating QRS duration in subjects without cardiac disease as predictors of subsequent arrhythmias.
ECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote re-entrant arrhythmias.BACKGROUNDECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote re-entrant arrhythmias.We performed a genome-wide association study to identify genomic markers of QRS duration in 5272 individuals without cardiac disease selected from electronic medical record algorithms at 5 sites in the Electronic Medical Records and Genomics (eMERGE) network. The most significant loci were evaluated within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium QRS genome-wide association study meta-analysis. Twenty-three single-nucleotide polymorphisms in 5 loci, previously described by CHARGE, were replicated in the eMERGE samples; 18 single-nucleotide polymorphisms were in the chromosome 3 SCN5A and SCN10A loci, where the most significant single-nucleotide polymorphisms were rs1805126 in SCN5A with P=1.2×10(-8) (eMERGE) and P=2.5×10(-20) (CHARGE) and rs6795970 in SCN10A with P=6×10(-6) (eMERGE) and P=5×10(-27) (CHARGE). The other loci were in NFIA, near CDKN1A, and near C6orf204. We then performed phenome-wide association studies on variants in these 5 loci in 13859 European Americans to search for diagnoses associated with these markers. Phenome-wide association study identified atrial fibrillation and cardiac arrhythmias as the most common associated diagnoses with SCN10A and SCN5A variants. SCN10A variants were also associated with subsequent development of atrial fibrillation and arrhythmia in the original 5272 "heart-healthy" study population.METHODS AND RESULTSWe performed a genome-wide association study to identify genomic markers of QRS duration in 5272 individuals without cardiac disease selected from electronic medical record algorithms at 5 sites in the Electronic Medical Records and Genomics (eMERGE) network. The most significant loci were evaluated within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium QRS genome-wide association study meta-analysis. Twenty-three single-nucleotide polymorphisms in 5 loci, previously described by CHARGE, were replicated in the eMERGE samples; 18 single-nucleotide polymorphisms were in the chromosome 3 SCN5A and SCN10A loci, where the most significant single-nucleotide polymorphisms were rs1805126 in SCN5A with P=1.2×10(-8) (eMERGE) and P=2.5×10(-20) (CHARGE) and rs6795970 in SCN10A with P=6×10(-6) (eMERGE) and P=5×10(-27) (CHARGE). The other loci were in NFIA, near CDKN1A, and near C6orf204. We then performed phenome-wide association studies on variants in these 5 loci in 13859 European Americans to search for diagnoses associated with these markers. Phenome-wide association study identified atrial fibrillation and cardiac arrhythmias as the most common associated diagnoses with SCN10A and SCN5A variants. SCN10A variants were also associated with subsequent development of atrial fibrillation and arrhythmia in the original 5272 "heart-healthy" study population.We conclude that DNA biobanks coupled to electronic medical records not only provide a platform for genome-wide association study but also may allow broad interrogation of the longitudinal incidence of disease associated with genetic variants. The phenome-wide association study approach implicated sodium channel variants modulating QRS duration in subjects without cardiac disease as predictors of subsequent arrhythmias.CONCLUSIONSWe conclude that DNA biobanks coupled to electronic medical records not only provide a platform for genome-wide association study but also may allow broad interrogation of the longitudinal incidence of disease associated with genetic variants. The phenome-wide association study approach implicated sodium channel variants modulating QRS duration in subjects without cardiac disease as predictors of subsequent arrhythmias.
Author Larson, Eric B.
Jarvik, Gail P.
Pathak, Jyotishman
Masys, Daniel R.
McCarty, Catherine A.
Chisholm, Rex L.
Bradford, Yuki
Roden, Dan M.
Bastarache, Lisa
Sotoodehnia, Nona
Rasmussen, Luke V.
Crawford, Dana C.
Li, Rongling
Pulley, Jill M.
Carlson, Christopher S.
Chute, Christopher G.
Manolio, Teri A.
Ritchie, Marylyn D.
Denny, Joshua C.
Haines, Jonathan L.
Basford, Melissa A.
Mosley, Jonathan D.
Kho, Abel N.
Zuvich, Rebecca L.
Schildcrout, Jonathan S.
Ramirez, Andrea H.
Kullo, Iftikhar J.
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  givenname: Marylyn D.
  surname: Ritchie
  fullname: Ritchie, Marylyn D.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
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  givenname: Joshua C.
  surname: Denny
  fullname: Denny, Joshua C.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 3
  givenname: Rebecca L.
  surname: Zuvich
  fullname: Zuvich, Rebecca L.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 4
  givenname: Dana C.
  surname: Crawford
  fullname: Crawford, Dana C.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 5
  givenname: Jonathan S.
  surname: Schildcrout
  fullname: Schildcrout, Jonathan S.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 6
  givenname: Lisa
  surname: Bastarache
  fullname: Bastarache, Lisa
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 7
  givenname: Andrea H.
  surname: Ramirez
  fullname: Ramirez, Andrea H.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 8
  givenname: Jonathan D.
  surname: Mosley
  fullname: Mosley, Jonathan D.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 9
  givenname: Jill M.
  surname: Pulley
  fullname: Pulley, Jill M.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 10
  givenname: Melissa A.
  surname: Basford
  fullname: Basford, Melissa A.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 11
  givenname: Yuki
  surname: Bradford
  fullname: Bradford, Yuki
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 12
  givenname: Luke V.
  surname: Rasmussen
  fullname: Rasmussen, Luke V.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 13
  givenname: Jyotishman
  surname: Pathak
  fullname: Pathak, Jyotishman
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 14
  givenname: Christopher G.
  surname: Chute
  fullname: Chute, Christopher G.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 15
  givenname: Iftikhar J.
  surname: Kullo
  fullname: Kullo, Iftikhar J.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 16
  givenname: Catherine A.
  surname: McCarty
  fullname: McCarty, Catherine A.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 17
  givenname: Rex L.
  surname: Chisholm
  fullname: Chisholm, Rex L.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 18
  givenname: Abel N.
  surname: Kho
  fullname: Kho, Abel N.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 19
  givenname: Christopher S.
  surname: Carlson
  fullname: Carlson, Christopher S.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 20
  givenname: Eric B.
  surname: Larson
  fullname: Larson, Eric B.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 21
  givenname: Gail P.
  surname: Jarvik
  fullname: Jarvik, Gail P.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 22
  givenname: Nona
  surname: Sotoodehnia
  fullname: Sotoodehnia, Nona
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 23
  givenname: Teri A.
  surname: Manolio
  fullname: Manolio, Teri A.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 24
  givenname: Rongling
  surname: Li
  fullname: Li, Rongling
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 25
  givenname: Daniel R.
  surname: Masys
  fullname: Masys, Daniel R.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 26
  givenname: Jonathan L.
  surname: Haines
  fullname: Haines, Jonathan L.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
– sequence: 27
  givenname: Dan M.
  surname: Roden
  fullname: Roden, Dan M.
  organization: From Department of Biochemistry and Molecular Biology, Pennsylvania State University, University Park (M.D.R.); Departments of Biomedical Informatics (J.C.D., L.B.), Medicine (J.C.D., A.H.R., J.D.M., D.M.R.), Molecular Physiology and Biophysics (R.L.Z., D.C.C., J.L.H.), and Pharmacology (D.M.R.), Center for Human Genetics Research (D.C.C., Y.B., J.L.H.), Biostatistics (J.S.S.), and Office of Research (J.M.P., M.A.B.), Vanderbilt University School of Medicine, Nashville, TN; Essentia Institute of
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https://www.ncbi.nlm.nih.gov/pubmed/23463857$$D View this record in MEDLINE/PubMed
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Issue 13
Keywords Heart
Conduction
Arrhythmia
Atrial fibrillation
Biological marker
Cardiovascular disease
Risk
electronic health records
Excitability disorder
Association
Heart disease
Analysis
Risk factor
genome-wide association study
Genetics
Circulatory system
Cardiology
Genome
Electronic medical record
Language English
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PublicationTitle Circulation (New York, N.Y.)
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PublicationYear 2013
Publisher Lippincott Williams & Wilkins
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23463856 - Circulation. 2013 Apr 2;127(13):1357-8. doi: 10.1161/CIRCULATIONAHA.113.001852.
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Snippet ECG QRS duration, a measure of cardiac intraventricular conduction, varies ≈2-fold in individuals without cardiac disease. Slow conduction may promote...
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StartPage 1377
SubjectTerms Adult
Aged
Aged, 80 and over
Arrhythmias, Cardiac - diagnosis
Arrhythmias, Cardiac - epidemiology
Arrhythmias, Cardiac - genetics
Biological and medical sciences
Blood and lymphatic vessels
Cardiac dysrhythmias
Cardiology. Vascular system
Diseases of the peripheral vessels. Diseases of the vena cava. Miscellaneous
Female
Genetic Markers - genetics
Genome-Wide Association Study - methods
Heart
Heart Conduction System - metabolism
Heart Conduction System - physiopathology
Heart Rate - genetics
Humans
Male
Medical sciences
Middle Aged
Phenotype
Polymorphism, Single Nucleotide - genetics
Risk Factors
Title Genome- and Phenome-Wide Analyses of Cardiac Conduction Identifies Markers of Arrhythmia Risk
URI https://www.ncbi.nlm.nih.gov/pubmed/23463857
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