ArticlePLoS genetics2018
Identification and functional analysis of glycemic trait loci in the China Health and Nutrition Survey.
Article in PLoS genetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 4 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
22 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The landscape of GWAS validation; systematic review identifying 309 validated non-coding variants across 130 human diseases.BMC medical genomics · 2022Pooled it
- Multi-ethnic GWAS and fine-mapping of glycaemic traits identify novel loci in the PAGE Study.Diabetologia · 2022Pooled it
- Multi-omics analysis identifies CpGs near G6PC2 mediating the effects of genetic variants on fasting glucose.Diabetologia · 2021Pooled it
- Pooled it
- SIX3 as a Regulator of Development and Disease.Journal of developmental biology · 2026Review
- Identification of AC025811.3 and AC012354.6 as two critical survival-related lncRNAs for uterine corpus cancer.PloS one · 2026Article
- Genome-Wide Association Study of Hypoglycemia in Adults With Diabetes in the Million Veteran Program.Diabetes · 2025Article
- From Human to Mouse and Back Again: Genetic and Genomic Ta(i)les of Islet Dysfunction in Type 2 Diabetes.Annual review of genetics · 2025Review
- Investigating the causal relationship between human blood/urine metabolites and periodontal disease using two-sample Mendelian randomization.Health science reports · 2024Article
- Loci for insulin processing and secretion provide insight into type 2 diabetes risk.American journal of human genetics · 2023Article
- Type 1 diabetes risk genes mediate pancreatic beta cell survival in response to proinflammatory cytokines.Cell genomics · 2022Article
- Article
- The trans-ancestral genomic architecture of glycemic traits.Nature genetics · 2021Article
- Glucocorticoid signaling in pancreatic islets modulates gene regulatory programs and genetic risk of type 2 diabetes.PLoS genetics · 2021Article
- CRISPR-based genome editing in primary human pancreatic islet cells.Nature communications · 2021Article
- Progress in Defining the Genetic Contribution to Type 2 Diabetes in Individuals of East Asian Ancestry.Current diabetes reports · 2021Review
- SIX2 and SIX3 coordinately regulate functional maturity and fate of human pancreatic β cells.Genes & development · 2021Article
- Genetics of 35 blood and urine biomarkers in the UK Biobank.Nature genetics · 2021Article
- Associations among circulating sphingolipids, β-cell function, and risk of developing type 2 diabetes: A population-based cohort study in China.PLoS medicine · 2020Observational
- Heritability and genome-wide association analyses of fasting plasma glucose in Chinese adult twins.BMC genomics · 2020Article
Corrections and comments
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Authors and funding
21 authors.
Funding
Abstract
To identify genetic contributions to type 2 diabetes (T2D) and related glycemic traits (fasting glucose, fasting insulin, and HbA1c), we conducted genome-wide association analyses (GWAS) in up to 7,178 Chinese subjects from nine provinces in the China Health and Nutrition Survey (CHNS). We examined patterns of population structure within CHNS and found that allele frequencies differed across provinces, consistent with genetic drift and population substructure. We further validated 32 previously described T2D- and glycemic trait-loci, including G6PC2 and SIX3-SIX2 associated with fasting glucose. At G6PC2, we replicated a known fasting glucose-associated variant (rs34177044) and identified a second signal (rs2232326), a low-frequency (4%), probably damaging missense variant (S324P). A variant within the lead fasting glucose-associated signal at SIX3-SIX2 co-localized with pancreatic islet expression quantitative trait loci (eQTL) for SIX3, SIX2, and three noncoding transcripts. To identify variants functionally responsible for the fasting glucose association at SIX3-SIX2, we tested five candidate variants for allelic differences in regulatory function. The rs12712928-C allele, associated with higher fasting glucose and lower transcript expression level, showed lower transcriptional activity in reporter assays and increased binding to GABP compared to the rs12712928-G, suggesting that rs12712928-C contributes to elevated fasting glucose levels by disrupting an islet enhancer, resulting in reduced gene expression. Taken together, these analyses identified multiple loci associated with glycemic traits across China, and suggest a regulatory mechanism at the SIX3-SIX2 fasting glucose GWAS locus.
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