Joint analysis of multiple blood pressure phenotypes in GAW19 data by using a multivariate rare-variant association test

BMC Proceedings - Tập 10 Số S7 - 2016
Jianyuan Sun1,2, Sahir Bhatnagar1, Karim Oualkacha3, Antonio Ciampi1, Celia M.T. Greenwood4,2
1Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
2Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Canada
3Département de Mathématiques, Université du Québec à Montréal, Montréal, Canada
4Department of Human Genetics, McGill University, Montreal, Canada

Tóm tắt

Từ khóa


Tài liệu tham khảo

Blangero J, Teslovich TM, Sim X, Almeida MA, Jun G, Dyer TD, Johnson M, Peralta JM, Manning AK, Wood AR, et al. Omics squared: human genomic, transcriptomic, and phenotypic data for Genetic Analysis Workshop 19. BMC Proc. 2015; 9 Suppl 8:S2

Shriner D. Moving toward system genetics through multiple trait analysis in genome-wide association studies. Front Genet. 2012;3:1.

Bauman LE, Almasy L, Blangero J, Duggirala R, Sinsheimer JS, Lange K. Fishing for pleiotropic QTLs in a polygenic sea. Ann Hum Genet. 2005;69(5):590–611.

Stearns FW. One hundred years of pleiotropy: a retrospective. Genetics. 2010;186(3):767–73.

Zhu W, Zhang H. Why do we test multiple traits in genetic association studies? J Korean Stat Soc. 2009;38(1):1–10.

Yang Q, Wang Y. Methods for analyzing multivariate phenotypes in genetic association studies. J Probab Stat. 2012;2012:652569.

Li B, Leal SM. Methods for detecting associations with rare variants for common diseases: application to analysis of sequence data. Am J Hum Genet. 2008;83(3):311–21.

Maity A, Sullivan PF, Tzeng JY. Multivariate phenotype association analysis by marker-set kernel machine regression. Genet Epidemiol. 2012;36(7):686–95.

Guo X, Liu Z, Wang X, Zhang H. Genetic association test for multiple traits at gene level. Genet Epidemiol. 2013;37(1):122–9.

Sun J, Oualkacha K, Forgetta V, Zheng HF, Richards BJ, Ciampi A, Greenwood CM, UK10K Consortium. A method for analyzing multiple continuous phenotypes in rare variant association studies allowing for flexible correlations in variant effects. Eur J Hum Genet. 2016;24(9):1344–51.

Wu MC, Lee S, Cai T, Li Y, Boehnke M, Lin X. Rare variant association testing for sequencing data with the sequence kernel association test. Am J Hum Genet. 2011;89(1):82–93.

Hindorff LA, MacArthur J, Morales J, Junkins HA, Hall PN, Klemm AK, Manolio TA. A catalog of published genome-wide association studies. Available at: http://www.genome.gov/gwastudies . Accessed 16 Oct 2014

Gajendrarao P, Krishnamoorthy N, Sakkiah S, Lazar P, Lee KW. Molecular modeling study on orphan human protein CYP4A22 for identification of potential ligand binding site. J Mol Graph Model. 2010;28(6):524–32.

Gainer JV, Bellamine A, Dawson EP, Womble KE, Grant SW, Wang Y, et al. Functional variant of CYP4A11 20-hydroxyeicosatetraenoic acid synthase is associated with essential hypertension. Circulation. 2005;111(1):63–9.

Ken-Dror G, Talmud PJ, Humphries SE, Drenos F. APOE/C1/C4/C2 gene cluster genotypes, haplotypes and lipid levels in prospective coronary heart disease risk among UK healthy men. Mol Med. 2010;16(9-10):389–99.

Tong L, Bamidele T, Yang J, Cooper R. Comparison of SNP-based and gene-based association studies in detecting rare variants using unrelated individuals. BMC Proc. 2011;5 Suppl 9:S41.

Derkach A, Lawless JF, Sun L. Pooled association tests for rare genetic variants: a review and some new results. Statist Sci. 2014;29(2):302–21.