Exome array analysis identifies new loci and low-frequency variants influencing insulin processing and secretion

被引:205
作者
Huyghe, Jeroen R. [1 ]
Jackson, Anne U. [1 ]
Fogarty, Marie P. [2 ]
Buchkovich, Martin L. [2 ]
Stancakova, Alena [3 ,4 ]
Stringham, Heather M. [1 ]
Sim, Xueling [1 ]
Yang, Lingyao [1 ]
Fuchsberger, Christian [1 ]
Cederberg, Henna [3 ,4 ]
Chines, Peter S. [5 ]
Teslovich, Tanya M. [1 ]
Romm, Jane M. [6 ]
Ling, Hua [6 ]
McMullen, Ivy [6 ]
Ingersoll, Roxann [6 ]
Pugh, Elizabeth W. [6 ]
Doheny, Kimberly F. [6 ]
Neale, Benjamin M. [7 ,8 ,9 ]
Daly, Mark J. [7 ,8 ,9 ]
Kuusisto, Johanna [3 ,4 ]
Scott, Laura J. [1 ]
Kang, Hyun Min [1 ]
Collins, Francis S. [5 ]
Abecasis, Goncalo R. [1 ]
Watanabe, Richard M. [10 ,11 ]
Boehnke, Michael [1 ]
Laakso, Markku [3 ,4 ]
Mohlke, Karen L. [2 ]
机构
[1] Univ Michigan, Dept Biostat, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[2] Univ N Carolina, Dept Genet, Chapel Hill, NC 27599 USA
[3] Univ Eastern Finland, Dept Med, Kuopio, Finland
[4] Kuopio Univ Hosp, SF-70210 Kuopio, Finland
[5] NHGRI, Genome Technol Branch, Bethesda, MD 20892 USA
[6] Johns Hopkins Univ, Ctr Inherited Dis Res, Baltimore, MD USA
[7] Broad Inst MIT & Harvard, Cambridge, MA USA
[8] Massachusetts Gen Hosp, Ctr Human Genet Res, Boston, MA 02114 USA
[9] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[10] Univ So Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90033 USA
[11] Univ So Calif, Keck Sch Med, Dept Physiol & Biophys, Los Angeles, CA 90033 USA
基金
美国国家卫生研究院; 芬兰科学院;
关键词
GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY LOCI; COMMON VARIANTS; GLYCEMIC TRAITS; GLUCOSE; PROTEIN; EXPRESSION; RELEASE; GTPASES; FAMILY;
D O I
10.1038/ng.2507
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Insulin secretion has a crucial role in glucose homeostasis, and failure to secrete sufficient insulin is a hallmark of type 2 diabetes. Genome-wide association studies (GWAS) have identified loci contributing to insulin processing and secretion(1,2); however, a substantial fraction of the genetic contribution remains undefined. To examine low-frequency (minor allele frequency (MAF) 0.5-5%) and rare (MAF < 0.5%) nonsynonymous variants, we analyzed exome array data in 8,229 nondiabetic Finnish males using the Illumina HumanExome Beadchip. We identified low-frequency coding variants associated with fasting proinsulin concentrations at the SGSM2 and MADD GWAS loci and three new genes with low-frequency variants associated with fasting proinsulin or insulinogenic index: TBC1D30, KANK1 and PAM. We also show that the interpretation of single-variant and gene-based tests needs to consider the effects of noncoding SNPs both nearby and megabases away. This study demonstrates that exome array genotyping is a valuable approach to identify low-frequency variants that contribute to complex traits.
引用
收藏
页码:197 / 201
页数:5
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