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Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels.

Publication ,  Journal Article
Spracklen, CN; Chen, P; Kim, YJ; Wang, X; Cai, H; Li, S; Long, J; Wu, Y; Wang, YX; Takeuchi, F; Wu, J-Y; Jung, K-J; Hu, C; Akiyama, K ...
Published in: Hum Mol Genet
May 1, 2017

Large-scale meta-analyses of genome-wide association studies (GWAS) have identified >175 loci associated with fasting cholesterol levels, including total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and triglycerides (TG). With differences in linkage disequilibrium (LD) structure and allele frequencies between ancestry groups, studies in additional large samples may detect new associations. We conducted staged GWAS meta-analyses in up to 69,414 East Asian individuals from 24 studies with participants from Japan, the Philippines, Korea, China, Singapore, and Taiwan. These meta-analyses identified (P < 5 × 10-8) three novel loci associated with HDL-C near CD163-APOBEC1 (P = 7.4 × 10-9), NCOA2 (P = 1.6 × 10-8), and NID2-PTGDR (P = 4.2 × 10-8), and one novel locus associated with TG near WDR11-FGFR2 (P = 2.7 × 10-10). Conditional analyses identified a second signal near CD163-APOBEC1. We then combined results from the East Asian meta-analysis with association results from up to 187,365 European individuals from the Global Lipids Genetics Consortium in a trans-ancestry meta-analysis. This analysis identified (log10Bayes Factor ≥6.1) eight additional novel lipid loci. Among the twelve total loci identified, the index variants at eight loci have demonstrated at least nominal significance with other metabolic traits in prior studies, and two loci exhibited coincident eQTLs (P < 1 × 10-5) in subcutaneous adipose tissue for BPTF and PDGFC. Taken together, these analyses identified multiple novel lipid loci, providing new potential therapeutic targets.

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Published In

Hum Mol Genet

DOI

EISSN

1460-2083

Publication Date

May 1, 2017

Volume

26

Issue

9

Start / End Page

1770 / 1784

Location

England

Related Subject Headings

  • White People
  • Triglycerides
  • Quantitative Trait Loci
  • Polymorphism, Single Nucleotide
  • Middle Aged
  • Male
  • Lipoproteins, LDL
  • Lipoproteins, HDL
  • Lipids
  • Linkage Disequilibrium
 

Citation

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Spracklen, C. N., Chen, P., Kim, Y. J., Wang, X., Cai, H., Li, S., … Sim, X. (2017). Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels. Hum Mol Genet, 26(9), 1770–1784. https://doi.org/10.1093/hmg/ddx062
Spracklen, Cassandra N., Peng Chen, Young Jin Kim, Xu Wang, Hui Cai, Shengxu Li, Jirong Long, et al. “Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels.Hum Mol Genet 26, no. 9 (May 1, 2017): 1770–84. https://doi.org/10.1093/hmg/ddx062.
Spracklen, Cassandra N., et al. “Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels.Hum Mol Genet, vol. 26, no. 9, May 2017, pp. 1770–84. Pubmed, doi:10.1093/hmg/ddx062.
Spracklen CN, Chen P, Kim YJ, Wang X, Cai H, Li S, Long J, Wu Y, Wang YX, Takeuchi F, Wu J-Y, Jung K-J, Hu C, Akiyama K, Zhang Y, Moon S, Johnson TA, Li H, Dorajoo R, He M, Cannon ME, Roman TS, Salfati E, Lin K-H, Guo X, Sheu WHH, Absher D, Adair LS, Assimes TL, Aung T, Cai Q, Chang L-C, Chen C-H, Chien L-H, Chuang L-M, Chuang S-C, Du S, Fan Q, Fann CSJ, Feranil AB, Friedlander Y, Gordon-Larsen P, Gu D, Gui L, Guo Z, Heng C-K, Hixson J, Hou X, Hsiung CA, Hu Y, Hwang MY, Hwu C-M, Isono M, Juang J-MJ, Khor C-C, Kim YK, Koh W-P, Kubo M, Lee I-T, Lee S-J, Lee W-J, Liang K-W, Lim B, Lim S-H, Liu J, Nabika T, Pan W-H, Peng H, Quertermous T, Sabanayagam C, Sandow K, Shi J, Sun L, Tan PC, Tan S-P, Taylor KD, Teo Y-Y, Toh S-A, Tsunoda T, van Dam RM, Wang A, Wang F, Wang J, Wei WB, Xiang Y-B, Yao J, Yuan J-M, Zhang R, Zhao W, Chen Y-DI, Rich SS, Rotter JI, Wang T-D, Wu T, Lin X, Han B-G, Tanaka T, Cho YS, Katsuya T, Jia W, Jee S-H, Chen Y-T, Kato N, Jonas JB, Cheng C-Y, Shu X-O, He J, Zheng W, Wong T-Y, Huang W, Kim B-J, Tai E-S, Mohlke KL, Sim X. Association analyses of East Asian individuals and trans-ancestry analyses with European individuals reveal new loci associated with cholesterol and triglyceride levels. Hum Mol Genet. 2017 May 1;26(9):1770–1784.
Journal cover image

Published In

Hum Mol Genet

DOI

EISSN

1460-2083

Publication Date

May 1, 2017

Volume

26

Issue

9

Start / End Page

1770 / 1784

Location

England

Related Subject Headings

  • White People
  • Triglycerides
  • Quantitative Trait Loci
  • Polymorphism, Single Nucleotide
  • Middle Aged
  • Male
  • Lipoproteins, LDL
  • Lipoproteins, HDL
  • Lipids
  • Linkage Disequilibrium