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      The genetic architecture of type 2 diabetes.

      Nature
      Springer Nature
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, these explain only a fraction of the heritability of this disease. Here, to test the hypothesis that lower-frequency variants explain much of the remainder, the GoT2D and T2D-GENES consortia performed whole-genome sequencing in 2,657 European individuals with and without diabetes, and exome sequencing in 12,940 individuals from five ancestry groups. To increase statistical power, we expanded the sample size via genotyping and imputation in a further 111,548 subjects. Variants associated with type 2 diabetes after sequencing were overwhelmingly common and most fell within regions previously identified by genome-wide association studies. Comprehensive enumeration of sequence variation is necessary to identify functional alleles that provide important clues to disease pathophysiology, but large-scale sequencing does not support the idea that lower-frequency variants have a major role in predisposition to type 2 diabetes.

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          Most cited references38

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          Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis.

          By combining genome-wide association data from 8,130 individuals with type 2 diabetes (T2D) and 38,987 controls of European descent and following up previously unidentified meta-analysis signals in a further 34,412 cases and 59,925 controls, we identified 12 new T2D association signals with combined P<5x10(-8). These include a second independent signal at the KCNQ1 locus; the first report, to our knowledge, of an X-chromosomal association (near DUSP9); and a further instance of overlap between loci implicated in monogenic and multifactorial forms of diabetes (at HNF1A). The identified loci affect both beta-cell function and insulin action, and, overall, T2D association signals show evidence of enrichment for genes involved in cell cycle regulation. We also show that a high proportion of T2D susceptibility loci harbor independent association signals influencing apparently unrelated complex traits.
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            Detecting overlapping protein complexes in protein-protein interaction networks.

            We introduce clustering with overlapping neighborhood expansion (ClusterONE), a method for detecting potentially overlapping protein complexes from protein-protein interaction data. ClusterONE-derived complexes for several yeast data sets showed better correspondence with reference complexes in the Munich Information Center for Protein Sequence (MIPS) catalog and complexes derived from the Saccharomyces Genome Database (SGD) than the results of seven popular methods. The results also showed a high extent of functional homogeneity.
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              Exome-wide association study identifies a TM6SF2 variant that confers susceptibility to nonalcoholic fatty liver disease

              Nonalcoholic fatty liver disease (NAFLD) is the most common form of liver disease. To elucidate the molecular basis of NAFLD we performed an exome-wide association study of liver fat content. Three variants were associated with increased liver fat at the exome-wide significance level: two in PNPLA3, an established locus for NAFLD, and one (Glu167Lys) in TM6SF2, a gene of unknown function. The Glu167LysTM6SF2 variant was also associated with higher circulating levels of alanine transaminase, a marker of liver injury, and lower levels of LDL-cholesterol, triglycerides and alkaline phosphatase in 3 independent populations (n>80,000). Recombinant Glu167LysTM6SF2 produced 50% less protein than wild-type TM6SF2 when expressed in cultured hepatocytes. Adeno-associated virus-mediated shRNA knockdown of Tm6sf2 in mice increased liver triglyceride content 3-fold and decreased VLDL secretion by 50%. Taken together, these data indicate that TM6SF2 activity is required for normal VLDL secretion, and that impaired TM6SF2 function causally contributes to NAFLD.
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                Author and article information

                Journal
                27398621
                5034897
                10.1038/nature18642

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