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Published in: BMC Medical Genetics 1/2011

Open Access 01-12-2011 | Research article

Investigation of 95 variants identified in a genome-wide study for association with mortality after acute coronary syndrome

Authors: Thomas M Morgan, John A House, Sharon Cresci, Philip Jones, Hooman Allayee, Stanley L Hazen, Yesha Patel, Riyaz S Patel, Danny J Eapen, Salina P Waddy, Arshed A Quyyumi, Marcus E Kleber, Winfried März, Bernhard R Winkelmann, Bernhard O Boehm, Harlan M Krumholz, John A Spertus

Published in: BMC Medical Genetics | Issue 1/2011

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Abstract

Background

Genome-wide association studies (GWAS) have identified new candidate genes for the occurrence of acute coronary syndrome (ACS), but possible effects of such genes on survival following ACS have yet to be investigated.

Methods

We examined 95 polymorphisms in 69 distinct gene regions identified in a GWAS for premature myocardial infarction for their association with post-ACS mortality among 811 whites recruited from university-affiliated hospitals in Kansas City, Missouri. We then sought replication of a positive genetic association in a large, racially diverse cohort of myocardial infarction patients (N = 2284) using Kaplan-Meier survival analyses and Cox regression to adjust for relevant covariates. Finally, we investigated the apparent association further in 6086 additional coronary artery disease patients.

Results

After Cox adjustment for other ACS risk factors, of 95 SNPs tested in 811 whites only the association with the rs6922269 in MTHFD1L was statistically significant, with a 2.6-fold mortality hazard (P = 0.007). The recessive A/A genotype was of borderline significance in an age- and race-adjusted analysis of the entire combined cohort (N = 3095; P = 0.052), but this finding was not confirmed in independent cohorts (N = 6086).

Conclusions

We found no support for the hypothesis that the GWAS-identified variants in this study substantially alter the probability of post-ACS survival. Large-scale, collaborative, genome-wide studies may be required in order to detect genetic variants that are robustly associated with survival in patients with coronary artery disease.
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Literature
1.
go back to reference Manolio TA, Collins FS, Cox NJ, Goldstein DB, Hindorff LA, Hunter DJ, McCarthy MI, Ramos EM, Cardon LR, Chakravarti A, et al: Finding the missing heritability of complex diseases. Nature. 2009, 461 (7265): 747-753. 10.1038/nature08494.CrossRefPubMedPubMedCentral Manolio TA, Collins FS, Cox NJ, Goldstein DB, Hindorff LA, Hunter DJ, McCarthy MI, Ramos EM, Cardon LR, Chakravarti A, et al: Finding the missing heritability of complex diseases. Nature. 2009, 461 (7265): 747-753. 10.1038/nature08494.CrossRefPubMedPubMedCentral
2.
go back to reference Wellcome Trust Case Control Consortium: Genome-wide association study of 14, 000 cases of seven common diseases and 3, 000 shared controls. Nature. 2007, 447 (7145): 661-678. 10.1038/nature05911.CrossRef Wellcome Trust Case Control Consortium: Genome-wide association study of 14, 000 cases of seven common diseases and 3, 000 shared controls. Nature. 2007, 447 (7145): 661-678. 10.1038/nature05911.CrossRef
3.
go back to reference Dorn GW, Cresci S: Genome-wide association studies of coronary artery disease and heart failure: where are we going?. Pharmacogenomics. 2009, 10 (2): 213-223. 10.2217/14622416.10.2.213.CrossRefPubMedPubMedCentral Dorn GW, Cresci S: Genome-wide association studies of coronary artery disease and heart failure: where are we going?. Pharmacogenomics. 2009, 10 (2): 213-223. 10.2217/14622416.10.2.213.CrossRefPubMedPubMedCentral
4.
go back to reference Erdmann J, Grosshennig A, Braund PS, Konig IR, Hengstenberg C, Hall AS, Linsel-Nitschke P, Kathiresan S, Wright B, Tregouet DA, et al: New susceptibility locus for coronary artery disease on chromosome 3q22.3. Nat Genet. 2009, 41 (3): 280-282. 10.1038/ng.307.CrossRefPubMedPubMedCentral Erdmann J, Grosshennig A, Braund PS, Konig IR, Hengstenberg C, Hall AS, Linsel-Nitschke P, Kathiresan S, Wright B, Tregouet DA, et al: New susceptibility locus for coronary artery disease on chromosome 3q22.3. Nat Genet. 2009, 41 (3): 280-282. 10.1038/ng.307.CrossRefPubMedPubMedCentral
5.
go back to reference Kathiresan S, Voight BF, Purcell S, Musunuru K, Ardissino D, Mannucci PM, Anand S, Engert JC, Samani NJ, Schunkert H, et al: Genome-wide association of early-onset myocardial infarction with single nucleotide polymorphisms and copy number variants. Nat Genet. 2009, 41 (3): 334-341. 10.1038/ng.327.CrossRefPubMed Kathiresan S, Voight BF, Purcell S, Musunuru K, Ardissino D, Mannucci PM, Anand S, Engert JC, Samani NJ, Schunkert H, et al: Genome-wide association of early-onset myocardial infarction with single nucleotide polymorphisms and copy number variants. Nat Genet. 2009, 41 (3): 334-341. 10.1038/ng.327.CrossRefPubMed
6.
go back to reference McCarthy MI, Abecasis GR, Cardon LR, Goldstein DB, Little J, Ioannidis JP, Hirschhorn JN: Genome-wide association studies for complex traits: consensus, uncertainty and challenges. Nat Rev Genet. 2008, 9 (5): 356-369. 10.1038/nrg2344.CrossRefPubMed McCarthy MI, Abecasis GR, Cardon LR, Goldstein DB, Little J, Ioannidis JP, Hirschhorn JN: Genome-wide association studies for complex traits: consensus, uncertainty and challenges. Nat Rev Genet. 2008, 9 (5): 356-369. 10.1038/nrg2344.CrossRefPubMed
7.
go back to reference Morgan TM, Krumholz HM, Lifton RP, Spertus JA: Nonvalidation of reported genetic risk factors for acute coronary syndrome in a large-scale replication study. Jama. 2007, 297 (14): 1551-1561. 10.1001/jama.297.14.1551.CrossRefPubMed Morgan TM, Krumholz HM, Lifton RP, Spertus JA: Nonvalidation of reported genetic risk factors for acute coronary syndrome in a large-scale replication study. Jama. 2007, 297 (14): 1551-1561. 10.1001/jama.297.14.1551.CrossRefPubMed
8.
go back to reference Alpert JS, Thygesen K, Antman E, Bassand JP: Myocardial infarction redefined--a consensus document of The Joint European Society of Cardiology/American College of Cardiology Committee for the redefinition of myocardial infarction. J Am Coll Cardiol. 2000, 36 (3): 959-969. 10.1016/S0735-1097(00)00804-4.CrossRefPubMed Alpert JS, Thygesen K, Antman E, Bassand JP: Myocardial infarction redefined--a consensus document of The Joint European Society of Cardiology/American College of Cardiology Committee for the redefinition of myocardial infarction. J Am Coll Cardiol. 2000, 36 (3): 959-969. 10.1016/S0735-1097(00)00804-4.CrossRefPubMed
9.
go back to reference Braunwald E: Unstable angina. A classification. Circulation. 1989, 80 (2): 410-414. 10.1161/01.CIR.80.2.410.CrossRefPubMed Braunwald E: Unstable angina. A classification. Circulation. 1989, 80 (2): 410-414. 10.1161/01.CIR.80.2.410.CrossRefPubMed
10.
go back to reference Schisterman EF, Whitcomb BW: Use of the Social Security Administration Death Master File for ascertainment of mortality status. Popul Health Metr. 2004, 2 (1): 2-10.1186/1478-7954-2-2.CrossRefPubMedPubMedCentral Schisterman EF, Whitcomb BW: Use of the Social Security Administration Death Master File for ascertainment of mortality status. Popul Health Metr. 2004, 2 (1): 2-10.1186/1478-7954-2-2.CrossRefPubMedPubMedCentral
11.
go back to reference Salisbury AC, Kosiborod M: Outcomes associated with anemia in patients with heart failure. Heart Fail Clin. 6 (3): 359-372. Salisbury AC, Kosiborod M: Outcomes associated with anemia in patients with heart failure. Heart Fail Clin. 6 (3): 359-372.
12.
go back to reference Bhattacharyya T, Nicholls SJ, Topol EJ, Zhang R, Yang X, Schmitt D, Fu X, Shao M, Brennan DM, Ellis SG, et al: Relationship of paraoxonase 1 (PON1) gene polymorphisms and functional activity with systemic oxidative stress and cardiovascular risk. JAMA. 2008, 299 (11): 1265-1276. 10.1001/jama.299.11.1265.CrossRefPubMed Bhattacharyya T, Nicholls SJ, Topol EJ, Zhang R, Yang X, Schmitt D, Fu X, Shao M, Brennan DM, Ellis SG, et al: Relationship of paraoxonase 1 (PON1) gene polymorphisms and functional activity with systemic oxidative stress and cardiovascular risk. JAMA. 2008, 299 (11): 1265-1276. 10.1001/jama.299.11.1265.CrossRefPubMed
13.
go back to reference Nicholls SJ, Tang WH, Scoffone H, Brennan DM, Hartiala J, Allayee H, Hazen SL: Lipoprotein(a) levels and long-term cardiovascular risk in the contemporary era of statin therapy. J Lipid Res. 51 (10): 3055-3061. Nicholls SJ, Tang WH, Scoffone H, Brennan DM, Hartiala J, Allayee H, Hazen SL: Lipoprotein(a) levels and long-term cardiovascular risk in the contemporary era of statin therapy. J Lipid Res. 51 (10): 3055-3061.
14.
go back to reference Patel RS, Su S, Neeland IJ, Ahuja A, Veledar E, Zhao J, Helgadottir A, Holm H, Gulcher JR, Stefansson K, et al: The chromosome 9p21 risk locus is associated with angiographic severity and progression of coronary artery disease. Eur Heart J. 31 (24): 3017-3023. Patel RS, Su S, Neeland IJ, Ahuja A, Veledar E, Zhao J, Helgadottir A, Holm H, Gulcher JR, Stefansson K, et al: The chromosome 9p21 risk locus is associated with angiographic severity and progression of coronary artery disease. Eur Heart J. 31 (24): 3017-3023.
15.
go back to reference Winkelmann BR, Marz W, Boehm BO, Zotz R, Hager J, Hellstern P, Senges J: Rationale and design of the LURIC study--a resource for functional genomics, pharmacogenomics and long-term prognosis of cardiovascular disease. Pharmacogenomics. 2001, 2 (1 Suppl 1): S1-73.CrossRefPubMed Winkelmann BR, Marz W, Boehm BO, Zotz R, Hager J, Hellstern P, Senges J: Rationale and design of the LURIC study--a resource for functional genomics, pharmacogenomics and long-term prognosis of cardiovascular disease. Pharmacogenomics. 2001, 2 (1 Suppl 1): S1-73.CrossRefPubMed
16.
go back to reference Dean FB, Hosono S, Fang L, Wu X, Faruqi AF, Bray-Ward P, Sun Z, Zong Q, Du Y, Du J, et al: Comprehensive human genome amplification using multiple displacement amplification. Proc Natl Acad Sci USA. 2002, 99 (8): 5261-5266. 10.1073/pnas.082089499.CrossRefPubMedPubMedCentral Dean FB, Hosono S, Fang L, Wu X, Faruqi AF, Bray-Ward P, Sun Z, Zong Q, Du Y, Du J, et al: Comprehensive human genome amplification using multiple displacement amplification. Proc Natl Acad Sci USA. 2002, 99 (8): 5261-5266. 10.1073/pnas.082089499.CrossRefPubMedPubMedCentral
17.
go back to reference Yan J, Feng J, Hosono S, Sommer SS: Assessment of multiple displacement amplification in molecular epidemiology. Biotechniques. 2004, 37 (1): 136-138. 140-133PubMed Yan J, Feng J, Hosono S, Sommer SS: Assessment of multiple displacement amplification in molecular epidemiology. Biotechniques. 2004, 37 (1): 136-138. 140-133PubMed
18.
go back to reference Morgan TM, Xiao L, Lyons P, Kassebaum B, Krumholz HM, Spertus JA: Investigation of 89 candidate gene variants for effects on all-cause mortality following acute coronary syndrome. BMC Med Genet. 2008, 9: 66-CrossRefPubMedPubMedCentral Morgan TM, Xiao L, Lyons P, Kassebaum B, Krumholz HM, Spertus JA: Investigation of 89 candidate gene variants for effects on all-cause mortality following acute coronary syndrome. BMC Med Genet. 2008, 9: 66-CrossRefPubMedPubMedCentral
19.
go back to reference Yuan A, Bonney GE: Exact test of Hardy-Weinberg equilibrium by Markov chain Monte Carlo. Math Med Biol. 2003, 20 (4): 327-340. 10.1093/imammb/20.4.327.CrossRefPubMed Yuan A, Bonney GE: Exact test of Hardy-Weinberg equilibrium by Markov chain Monte Carlo. Math Med Biol. 2003, 20 (4): 327-340. 10.1093/imammb/20.4.327.CrossRefPubMed
21.
go back to reference Dupont WD, Plummer WD: Power and sample size calculations for studies involving linear regression. Controlled clinical trials. 1998, 19 (6): 589-601. 10.1016/S0197-2456(98)00037-3.CrossRefPubMed Dupont WD, Plummer WD: Power and sample size calculations for studies involving linear regression. Controlled clinical trials. 1998, 19 (6): 589-601. 10.1016/S0197-2456(98)00037-3.CrossRefPubMed
22.
go back to reference Samani NJ, Erdmann J, Hall AS, Hengstenberg C, Mangino M, Mayer B, Dixon RJ, Meitinger T, Braund P, Wichmann HE, et al: Genomewide association analysis of coronary artery disease. The New England journal of medicine. 2007, 357 (5): 443-453. 10.1056/NEJMoa072366.CrossRefPubMedPubMedCentral Samani NJ, Erdmann J, Hall AS, Hengstenberg C, Mangino M, Mayer B, Dixon RJ, Meitinger T, Braund P, Wichmann HE, et al: Genomewide association analysis of coronary artery disease. The New England journal of medicine. 2007, 357 (5): 443-453. 10.1056/NEJMoa072366.CrossRefPubMedPubMedCentral
23.
go back to reference Schunkert H, Konig IR, Kathiresan S, Reilly MP, Assimes TL, Holm H, Preuss M, Stewart AF, Barbalic M, Gieger C, et al: Large-scale association analysis identifies 13 new susceptibility loci for coronary artery disease. Nat Genet. 43 (4): 333-338. Schunkert H, Konig IR, Kathiresan S, Reilly MP, Assimes TL, Holm H, Preuss M, Stewart AF, Barbalic M, Gieger C, et al: Large-scale association analysis identifies 13 new susceptibility loci for coronary artery disease. Nat Genet. 43 (4): 333-338.
24.
go back to reference Muendlein A, Saely CH, Rhomberg S, Sonderegger G, Loacker S, Rein P, Beer S, Vonbank A, Winder T, Drexel H: Evaluation of the association of genetic variants on the chromosomal loci 9p21.3, 6q25.1, and 2q36.3 with angiographically characterized coronary artery disease. Atherosclerosis. 2009, 205 (1): 174-180. 10.1016/j.atherosclerosis.2008.10.035.CrossRefPubMed Muendlein A, Saely CH, Rhomberg S, Sonderegger G, Loacker S, Rein P, Beer S, Vonbank A, Winder T, Drexel H: Evaluation of the association of genetic variants on the chromosomal loci 9p21.3, 6q25.1, and 2q36.3 with angiographically characterized coronary artery disease. Atherosclerosis. 2009, 205 (1): 174-180. 10.1016/j.atherosclerosis.2008.10.035.CrossRefPubMed
Metadata
Title
Investigation of 95 variants identified in a genome-wide study for association with mortality after acute coronary syndrome
Authors
Thomas M Morgan
John A House
Sharon Cresci
Philip Jones
Hooman Allayee
Stanley L Hazen
Yesha Patel
Riyaz S Patel
Danny J Eapen
Salina P Waddy
Arshed A Quyyumi
Marcus E Kleber
Winfried März
Bernhard R Winkelmann
Bernhard O Boehm
Harlan M Krumholz
John A Spertus
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2011
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/1471-2350-12-127

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