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Published in: BMC Medical Genetics 1/2009

Open Access 01-12-2009 | Research article

Genome-wide association study identifies single-nucleotide polymorphism in KCNB1 associated with left ventricular mass in humans: The HyperGEN Study

Authors: Donna K Arnett, Na Li, Weihong Tang, Dabeeru C Rao, Richard B Devereux, Steven A Claas, Rachel Kraemer, Ulrich Broeckel

Published in: BMC Medical Genetics | Issue 1/2009

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Abstract

Background

We conducted a genome-wide association study (GWAS) and validation study for left ventricular (LV) mass in the Family Blood Pressure Program – HyperGEN population. LV mass is a sensitive predictor of cardiovascular mortality and morbidity in all genders, races, and ages. Polymorphisms of candidate genes in diverse pathways have been associated with LV mass. However, subsequent studies have often failed to replicate these associations. Genome-wide association studies have unprecedented power to identify potential genes with modest effects on left LV mass. We describe here a GWAS for LV mass in Caucasians using the Affymetrix GeneChip Human Mapping 100 k Set. Cases (N = 101) and controls (N = 101) were selected from extreme tails of the LV mass index distribution from 906 individuals in the HyperGEN study. Eleven of 12 promising (Q < 0.8) single-nucleotide polymorphisms (SNPs) from the genome-wide study were successfully genotyped using quantitative real time PCR in a validation study.

Results

Despite the relatively small sample, we identified 12 promising SNPs in the GWAS. Eleven SNPs were successfully genotyped in the validation study of 704 Caucasians and 1467 African Americans; 5 SNPs on chromosomes 5, 12, and 20 were significantly (P ≤ 0.05) associated with LV mass after correction for multiple testing. One SNP (rs756529) is intragenic within KCNB1, which is dephosphorylated by calcineurin, a previously reported candidate gene for LV hypertrophy within this population.

Conclusion

These findings suggest KCNB1 may be involved in the development of LV hypertrophy in humans.
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Literature
1.
go back to reference Savage DD, Levy D, Dannenberg AL, Garrison RJ, Castelli WP: Association of echocardiographic left ventricular mass with body size, blood pressure and physical activity (the Framingham Study). Am J Cardiol. 1990, 65 (5): 371-376. 10.1016/0002-9149(90)90304-J.CrossRefPubMed Savage DD, Levy D, Dannenberg AL, Garrison RJ, Castelli WP: Association of echocardiographic left ventricular mass with body size, blood pressure and physical activity (the Framingham Study). Am J Cardiol. 1990, 65 (5): 371-376. 10.1016/0002-9149(90)90304-J.CrossRefPubMed
2.
go back to reference Molkentin JD: Calcineurin and beyond: cardiac hypertrophic signaling. Circ Res. 2000, 87 (9): 731-738.CrossRefPubMed Molkentin JD: Calcineurin and beyond: cardiac hypertrophic signaling. Circ Res. 2000, 87 (9): 731-738.CrossRefPubMed
3.
go back to reference Levy D, Garrison RJ, Savage DD, Kannel WB, Castelli WP: Prognostic implications of echocardiographically determined left ventricular mass in the Framingham Heart Study. N Engl J Med. 1990, 322 (22): 1561-1566.CrossRefPubMed Levy D, Garrison RJ, Savage DD, Kannel WB, Castelli WP: Prognostic implications of echocardiographically determined left ventricular mass in the Framingham Heart Study. N Engl J Med. 1990, 322 (22): 1561-1566.CrossRefPubMed
4.
go back to reference Liao Y, Cooper RS, Mensah GA, McGee DL: Left ventricular hypertrophy has a greater impact on survival in women than in men. Circulation. 1995, 92 (4): 805-810.CrossRefPubMed Liao Y, Cooper RS, Mensah GA, McGee DL: Left ventricular hypertrophy has a greater impact on survival in women than in men. Circulation. 1995, 92 (4): 805-810.CrossRefPubMed
5.
go back to reference Gardin JM, McClelland R, Kitzman D, Lima JA, Bommer W, Klopfenstein HS, Wong ND, Smith VE, Gottdiener J: M-mode echocardiographic predictors of six- to seven-year incidence of coronary heart disease, stroke, congestive heart failure, and mortality in an elderly cohort (the Cardiovascular Health Study). Am J Cardiol. 2001, 87 (9): 1051-1057. 10.1016/S0002-9149(01)01460-6.CrossRefPubMed Gardin JM, McClelland R, Kitzman D, Lima JA, Bommer W, Klopfenstein HS, Wong ND, Smith VE, Gottdiener J: M-mode echocardiographic predictors of six- to seven-year incidence of coronary heart disease, stroke, congestive heart failure, and mortality in an elderly cohort (the Cardiovascular Health Study). Am J Cardiol. 2001, 87 (9): 1051-1057. 10.1016/S0002-9149(01)01460-6.CrossRefPubMed
6.
go back to reference Casale PN, Devereux RB, Milner M, Zullo G, Harshfield GA, Pickering TG, Laragh JH: Value of echocardiographic measurement of left ventricular mass in predicting cardiovascular morbid events in hypertensive men. Ann Intern Med. 1986, 105 (2): 173-178.CrossRefPubMed Casale PN, Devereux RB, Milner M, Zullo G, Harshfield GA, Pickering TG, Laragh JH: Value of echocardiographic measurement of left ventricular mass in predicting cardiovascular morbid events in hypertensive men. Ann Intern Med. 1986, 105 (2): 173-178.CrossRefPubMed
7.
go back to reference Arnett DK, Hong Y, Bella JN, Oberman A, Kitzman DW, Hopkins PN, Rao DC, Devereux RB: Sibling correlation of left ventricular mass and geometry in hypertensive African Americans and whites: the HyperGEN study. Hypertension Genetic Epidemiology Network. Am J Hypertens. 2001, 14 (12): 1226-1230. 10.1016/S0895-7061(01)02200-2.CrossRefPubMed Arnett DK, Hong Y, Bella JN, Oberman A, Kitzman DW, Hopkins PN, Rao DC, Devereux RB: Sibling correlation of left ventricular mass and geometry in hypertensive African Americans and whites: the HyperGEN study. Hypertension Genetic Epidemiology Network. Am J Hypertens. 2001, 14 (12): 1226-1230. 10.1016/S0895-7061(01)02200-2.CrossRefPubMed
8.
go back to reference Bella JN, MacCluer JW, Roman MJ, Almasy L, North KE, Best LG, Lee ET, Fabsitz RR, Howard BV, Devereux RB: Heritability of left ventricular dimensions and mass in American Indians: The Strong Heart Study. J Hypertens. 2004, 22 (2): 281-286. 10.1097/00004872-200402000-00011.CrossRefPubMed Bella JN, MacCluer JW, Roman MJ, Almasy L, North KE, Best LG, Lee ET, Fabsitz RR, Howard BV, Devereux RB: Heritability of left ventricular dimensions and mass in American Indians: The Strong Heart Study. J Hypertens. 2004, 22 (2): 281-286. 10.1097/00004872-200402000-00011.CrossRefPubMed
9.
go back to reference Sharma P, Middelberg RP, Andrew T, Johnson MR, Christley H, Brown MJ: Heritability of left ventricular mass in a large cohort of twins. J Hypertens. 2006, 24 (2): 321-324. 10.1097/01.hjh.0000202815.18083.03.CrossRefPubMed Sharma P, Middelberg RP, Andrew T, Johnson MR, Christley H, Brown MJ: Heritability of left ventricular mass in a large cohort of twins. J Hypertens. 2006, 24 (2): 321-324. 10.1097/01.hjh.0000202815.18083.03.CrossRefPubMed
10.
go back to reference Post WS, Larson MG, Myers RH, Galderisi M, Levy D: Heritability of left ventricular mass: the Framingham Heart Study. Hypertension. 1997, 30 (5): 1025-1028.CrossRefPubMed Post WS, Larson MG, Myers RH, Galderisi M, Levy D: Heritability of left ventricular mass: the Framingham Heart Study. Hypertension. 1997, 30 (5): 1025-1028.CrossRefPubMed
11.
go back to reference Doolan G, Nguyen L, Chung J, Ingles J, Semsarian C: Progression of left ventricular hypertrophy and the angiotensin-converting enzyme gene polymorphism in hypertrophic cardiomyopathy. Int J Cardiol. 2004, 96 (2): 157-163. 10.1016/j.ijcard.2004.05.003.CrossRefPubMed Doolan G, Nguyen L, Chung J, Ingles J, Semsarian C: Progression of left ventricular hypertrophy and the angiotensin-converting enzyme gene polymorphism in hypertrophic cardiomyopathy. Int J Cardiol. 2004, 96 (2): 157-163. 10.1016/j.ijcard.2004.05.003.CrossRefPubMed
12.
go back to reference Semplicini A, Siffert W, Sartori M, Monari A, Naber C, Frigo G, Santonastaso M, Cozzutti E, Winnicki M, Palatini P: G protein beta3 subunit gene 825T allele is associated with increased left ventricular mass in young subjects with mild hypertension. Am J Hypertens. 2001, 14 (12): 1191-1195. 10.1016/S0895-7061(01)02227-0.CrossRefPubMed Semplicini A, Siffert W, Sartori M, Monari A, Naber C, Frigo G, Santonastaso M, Cozzutti E, Winnicki M, Palatini P: G protein beta3 subunit gene 825T allele is associated with increased left ventricular mass in young subjects with mild hypertension. Am J Hypertens. 2001, 14 (12): 1191-1195. 10.1016/S0895-7061(01)02227-0.CrossRefPubMed
13.
go back to reference Nagy Z, Busjahn A, Bahring S, Faulhaber HD, Gohlke HR, Knoblauch H, Rosenthal M, Muller-Myhsok B, Schuster H, Luft FC: Quantitative trait loci for blood pressure exist near the IGF-1, the Liddle syndrome, the angiotensin II-receptor gene and the renin loci in man. J Am Soc Nephrol. 1999, 10 (8): 1709-1716.PubMed Nagy Z, Busjahn A, Bahring S, Faulhaber HD, Gohlke HR, Knoblauch H, Rosenthal M, Muller-Myhsok B, Schuster H, Luft FC: Quantitative trait loci for blood pressure exist near the IGF-1, the Liddle syndrome, the angiotensin II-receptor gene and the renin loci in man. J Am Soc Nephrol. 1999, 10 (8): 1709-1716.PubMed
14.
go back to reference Kuch-Wocial A, Slubowska K, Kostrubiec M, Pasierski T, Januszewicz W, Switalska H, Wocial B, Pruszczyk P: Plasma neuropeptide Y immunoreactivity influences left ventricular mass in pheochromocytoma. Clin Chim Acta. 2004, 345 (1–2): 43-47. 10.1016/j.cccn.2004.01.027.CrossRefPubMed Kuch-Wocial A, Slubowska K, Kostrubiec M, Pasierski T, Januszewicz W, Switalska H, Wocial B, Pruszczyk P: Plasma neuropeptide Y immunoreactivity influences left ventricular mass in pheochromocytoma. Clin Chim Acta. 2004, 345 (1–2): 43-47. 10.1016/j.cccn.2004.01.027.CrossRefPubMed
15.
go back to reference Lindpaintner K, Lee M, Larson MG, Rao VS, Pfeffer MA, Ordovas JM, Schaefer EJ, Wilson AF, Wilson PW, Vasan RS, et al: Absence of association or genetic linkage between the angiotensin-converting-enzyme gene and left ventricular mass. N Engl J Med. 1996, 334 (16): 1023-1028. 10.1056/NEJM199604183341604.CrossRefPubMed Lindpaintner K, Lee M, Larson MG, Rao VS, Pfeffer MA, Ordovas JM, Schaefer EJ, Wilson AF, Wilson PW, Vasan RS, et al: Absence of association or genetic linkage between the angiotensin-converting-enzyme gene and left ventricular mass. N Engl J Med. 1996, 334 (16): 1023-1028. 10.1056/NEJM199604183341604.CrossRefPubMed
16.
go back to reference Olszanecka A, Kawecka-Jaszcz K, Kuznetsova T, Stolarz K, Brand E, Ryabikov A, Herrmann SM, Nikitin Y, Staessen JA: Ambulatory blood pressure and left ventricular structure and function in relation to the G-protein beta3-subunit polymorphism C825T in White Europeans. J Hum Hypertens. 2003, 17 (5): 325-332. 10.1038/sj.jhh.1001551.CrossRefPubMed Olszanecka A, Kawecka-Jaszcz K, Kuznetsova T, Stolarz K, Brand E, Ryabikov A, Herrmann SM, Nikitin Y, Staessen JA: Ambulatory blood pressure and left ventricular structure and function in relation to the G-protein beta3-subunit polymorphism C825T in White Europeans. J Hum Hypertens. 2003, 17 (5): 325-332. 10.1038/sj.jhh.1001551.CrossRefPubMed
17.
go back to reference Risch N, Merikangas K: The future of genetic studies of complex human diseases. Science. 1996, 273 (5281): 1516-1517. 10.1126/science.273.5281.1516.CrossRefPubMed Risch N, Merikangas K: The future of genetic studies of complex human diseases. Science. 1996, 273 (5281): 1516-1517. 10.1126/science.273.5281.1516.CrossRefPubMed
18.
go back to reference Tang W, Arnett DK, Devereux RB, Panagiotou D, Province MA, Miller MB, de Simone G, Gu C, Ferrell RE: Identification of a novel 5-base pair deletion in calcineurin B (PPP3R1) promoter region and its association with left ventricular hypertrophy. Am Heart J. 2005, 150 (4): 845-851. 10.1016/j.ahj.2004.12.004.CrossRefPubMed Tang W, Arnett DK, Devereux RB, Panagiotou D, Province MA, Miller MB, de Simone G, Gu C, Ferrell RE: Identification of a novel 5-base pair deletion in calcineurin B (PPP3R1) promoter region and its association with left ventricular hypertrophy. Am Heart J. 2005, 150 (4): 845-851. 10.1016/j.ahj.2004.12.004.CrossRefPubMed
19.
go back to reference Williams RR, Rao DC, Ellison RC, Arnett DK, Heiss G, Oberman A, Eckfeldt JH, Leppert MF, Province MA, Mockrin SC, et al: NHLBI family blood pressure program: methodology and recruitment in the HyperGEN network. Hypertension genetic epidemiology network. Ann Epidemiol. 2000, 10 (6): 389-400. 10.1016/S1047-2797(00)00063-6.CrossRefPubMed Williams RR, Rao DC, Ellison RC, Arnett DK, Heiss G, Oberman A, Eckfeldt JH, Leppert MF, Province MA, Mockrin SC, et al: NHLBI family blood pressure program: methodology and recruitment in the HyperGEN network. Hypertension genetic epidemiology network. Ann Epidemiol. 2000, 10 (6): 389-400. 10.1016/S1047-2797(00)00063-6.CrossRefPubMed
20.
go back to reference Arnett DK, Devereux RB, Rao DC, Li N, Tang W, Kraemer R, Claas SA, Leon JM, Broeckel U: Novel genetic variants contributing to left ventricular hypertrophy: the HyperGEN study. J Hypertens. 2009 in press. Arnett DK, Devereux RB, Rao DC, Li N, Tang W, Kraemer R, Claas SA, Leon JM, Broeckel U: Novel genetic variants contributing to left ventricular hypertrophy: the HyperGEN study. J Hypertens. 2009 in press.
21.
go back to reference de Simone G, Daniels SR, Devereux RB, Meyer RA, Roman MJ, de Divitiis O, Alderman MH: Left ventricular mass and body size in normotensive children and adults: assessment of allometric relations and impact of overweight. J Am Coll Cardiol. 1992, 20 (5): 1251-1260.CrossRefPubMed de Simone G, Daniels SR, Devereux RB, Meyer RA, Roman MJ, de Divitiis O, Alderman MH: Left ventricular mass and body size in normotensive children and adults: assessment of allometric relations and impact of overweight. J Am Coll Cardiol. 1992, 20 (5): 1251-1260.CrossRefPubMed
22.
go back to reference Devereux RB, Roman MJ: Evaluation of cardiac function and vascular structure and function by echocardiography and other noninvasive techniques. Hypertension: pathophysiology, diagnosis, and management. Edited by: Laragh JH, Brenner BM. 1995, New York: Raven P, 1969-1985. Devereux RB, Roman MJ: Evaluation of cardiac function and vascular structure and function by echocardiography and other noninvasive techniques. Hypertension: pathophysiology, diagnosis, and management. Edited by: Laragh JH, Brenner BM. 1995, New York: Raven P, 1969-1985.
23.
go back to reference Sahn DJ, DeMaria A, Kisslo J, Weyman A: Recommendations regarding quantitation in M-mode echocardiography: results of a survey of echocardiographic measurements. Circulation. 1978, 58 (6): 1072-1083.CrossRefPubMed Sahn DJ, DeMaria A, Kisslo J, Weyman A: Recommendations regarding quantitation in M-mode echocardiography: results of a survey of echocardiographic measurements. Circulation. 1978, 58 (6): 1072-1083.CrossRefPubMed
24.
go back to reference Schiller NB, Shah PM, Crawford M, DeMaria A, Devereux R, Feigenbaum H, Gutgesell H, Reichek N, Sahn D, Schnittger I, et al: Recommendations for quantitation of the left ventricle by two-dimensional echocardiography. American Society of Echocardiography Committee on Standards, Subcommittee on Quantitation of Two-Dimensional Echocardiograms. J Am Soc Echocardiogr. 1989, 2 (5): 358-367.CrossRefPubMed Schiller NB, Shah PM, Crawford M, DeMaria A, Devereux R, Feigenbaum H, Gutgesell H, Reichek N, Sahn D, Schnittger I, et al: Recommendations for quantitation of the left ventricle by two-dimensional echocardiography. American Society of Echocardiography Committee on Standards, Subcommittee on Quantitation of Two-Dimensional Echocardiograms. J Am Soc Echocardiogr. 1989, 2 (5): 358-367.CrossRefPubMed
25.
go back to reference Devereux RB, Lutas EM, Casale PN, Kligfield P, Eisenberg RR, Hammond IW, Miller DH, Reis G, Alderman MH, Laragh JH: Standardization of M-mode echocardiographic left ventricular anatomic measurements. J Am Coll Cardiol. 1984, 4 (6): 1222-1230.CrossRefPubMed Devereux RB, Lutas EM, Casale PN, Kligfield P, Eisenberg RR, Hammond IW, Miller DH, Reis G, Alderman MH, Laragh JH: Standardization of M-mode echocardiographic left ventricular anatomic measurements. J Am Coll Cardiol. 1984, 4 (6): 1222-1230.CrossRefPubMed
26.
go back to reference Matsuzaki H, Dong S, Loi H, Di X, Liu G, Hubbell E, Law J, Berntsen T, Chadha M, Hui H, et al: Genotyping over 100,000 SNPs on a pair of oligonucleotide arrays. Nat Methods. 2004, 1 (2): 109-111. 10.1038/nmeth718.CrossRefPubMed Matsuzaki H, Dong S, Loi H, Di X, Liu G, Hubbell E, Law J, Berntsen T, Chadha M, Hui H, et al: Genotyping over 100,000 SNPs on a pair of oligonucleotide arrays. Nat Methods. 2004, 1 (2): 109-111. 10.1038/nmeth718.CrossRefPubMed
27.
go back to reference Zeger SL, Liang KY: Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986, 42: 121-130. 10.2307/2531248.CrossRefPubMed Zeger SL, Liang KY: Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986, 42: 121-130. 10.2307/2531248.CrossRefPubMed
28.
go back to reference Liang KY, Zeger SL: Longitudinal data analysis using generalized linear models. Biometrika. 1986, 73: 13-22. 10.1093/biomet/73.1.13.CrossRef Liang KY, Zeger SL: Longitudinal data analysis using generalized linear models. Biometrika. 1986, 73: 13-22. 10.1093/biomet/73.1.13.CrossRef
29.
go back to reference Holm S: A simple sequentially rejective multiple test procedure. Scand J Stat. 1979, 6: 65-75. Holm S: A simple sequentially rejective multiple test procedure. Scand J Stat. 1979, 6: 65-75.
30.
go back to reference Storey JD: The positive false discovery rate: a Bayesian interpretation and the q-value. Annals of Statistics. 2003, 31 (6): 2013-2035. 10.1214/aos/1074290335.CrossRef Storey JD: The positive false discovery rate: a Bayesian interpretation and the q-value. Annals of Statistics. 2003, 31 (6): 2013-2035. 10.1214/aos/1074290335.CrossRef
31.
go back to reference Wigginton JE, Abecasis GR: PEDSTATS: descriptive statistics, graphics and quality assessment for gene mapping data. Bioinformatics. 2005, 21 (16): 3445-3447. 10.1093/bioinformatics/bti529.CrossRefPubMed Wigginton JE, Abecasis GR: PEDSTATS: descriptive statistics, graphics and quality assessment for gene mapping data. Bioinformatics. 2005, 21 (16): 3445-3447. 10.1093/bioinformatics/bti529.CrossRefPubMed
32.
go back to reference Palmieri V, Dahlof B, DeQuattro V, Sharpe N, Bella JN, de Simone G, Paranicas M, Fishman D, Devereux RB: Reliability of echocardiographic assessment of left ventricular structure and function: the PRESERVE study. Prospective Randomized Study Evaluating Regression of Ventricular Enlargement. J Am Coll Cardiol. 1999, 34 (5): 1625-1632. 10.1016/S0735-1097(99)00396-4.CrossRefPubMed Palmieri V, Dahlof B, DeQuattro V, Sharpe N, Bella JN, de Simone G, Paranicas M, Fishman D, Devereux RB: Reliability of echocardiographic assessment of left ventricular structure and function: the PRESERVE study. Prospective Randomized Study Evaluating Regression of Ventricular Enlargement. J Am Coll Cardiol. 1999, 34 (5): 1625-1632. 10.1016/S0735-1097(99)00396-4.CrossRefPubMed
33.
34.
go back to reference Vasan RS, Larson MG, Aragam J, Wang TJ, Mitchell GF, Kathiresan S, Newton-Cheh C, Vita JA, Keyes MJ, O'Donnell CJ, et al: Genome-wide association of echocardiographic dimensions, brachial artery endothelial function and treadmill exercise responses in the Framingham Heart Study. BMC Med Genet. 2007, 8 (Suppl 1): S2-10.1186/1471-2350-8-S1-S2.CrossRefPubMedPubMedCentral Vasan RS, Larson MG, Aragam J, Wang TJ, Mitchell GF, Kathiresan S, Newton-Cheh C, Vita JA, Keyes MJ, O'Donnell CJ, et al: Genome-wide association of echocardiographic dimensions, brachial artery endothelial function and treadmill exercise responses in the Framingham Heart Study. BMC Med Genet. 2007, 8 (Suppl 1): S2-10.1186/1471-2350-8-S1-S2.CrossRefPubMedPubMedCentral
Metadata
Title
Genome-wide association study identifies single-nucleotide polymorphism in KCNB1 associated with left ventricular mass in humans: The HyperGEN Study
Authors
Donna K Arnett
Na Li
Weihong Tang
Dabeeru C Rao
Richard B Devereux
Steven A Claas
Rachel Kraemer
Ulrich Broeckel
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2009
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/1471-2350-10-43

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