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Journal ArticleDOI

Genome-Wide Association Analysis Identifies Loci for Type 2 Diabetes and Triglyceride Levels

TLDR
The discovery of associated variants in unsuspected genes and outside coding regions illustrates the ability of genome-wide association studies to provide potentially important clues to the pathogenesis of common diseases.
Abstract
New strategies for prevention and treatment of type 2 diabetes (T2D) require improved insight into disease etiology. We analyzed 386,731 common single-nucleotide polymorphisms (SNPs) in 1464 patients with T2D and 1467 matched controls, each characterized for measures of glucose metabolism, lipids, obesity, and blood pressure. With collaborators (FUSION and WTCCC/UKT2D), we identified and confirmed three loci associated with T2D-in a noncoding region near CDKN2A and CDKN2B, in an intron of IGF2BP2, and an intron of CDKAL1-and replicated associations near HHEX and in SLC30A8 found by a recent whole-genome association study. We identified and confirmed association of a SNP in an intron of glucokinase regulatory protein (GCKR) with serum triglycerides. The discovery of associated variants in unsuspected genes and outside coding regions illustrates the ability of genome-wide association studies to provide potentially important clues to the pathogenesis of common diseases.

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Mammalian Zinc Transporters: Nutritional and Physiologic Regulation

TL;DR: The involvement of ZnT2 in lactation, ZIP14 in the hypozincemia of inflammation, ZIP6, ZIP7, and ZIP10 in metastatic breast cancer, andZnT8 in insulin processing and as an autoantigen in diabetes are found.
Journal ArticleDOI

Prediction of individual genetic risk to disease from genome-wide association studies

TL;DR: The number and effect size of risk loci that underlie complex disease constrained by the disease parameters of prevalence and heritability are investigated and an approach to assess the genetic risk of a disease in healthy individuals is proposed, based on dense genome-wide SNP panels.
Journal ArticleDOI

Metabolomics: A Global Biochemical Approach to Drug Response and Disease

TL;DR: This review outlines the conceptual basis for metabolomics as well as analytical and informatic techniques used to study the metabolome and to define metabolomic signatures and highlights potential metabolomic applications to pharmacology and clinical pharmacology.
References
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Journal ArticleDOI

Principal components analysis corrects for stratification in genome-wide association studies

TL;DR: This work describes a method that enables explicit detection and correction of population stratification on a genome-wide scale and uses principal components analysis to explicitly model ancestry differences between cases and controls.
Journal ArticleDOI

A haplotype map of the human genome

John W. Belmont, +232 more
TL;DR: A public database of common variation in the human genome: more than one million single nucleotide polymorphisms for which accurate and complete genotypes have been obtained in 269 DNA samples from four populations, including ten 500-kilobase regions in which essentially all information about common DNA variation has been extracted.
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Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls

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