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Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population
Aims. Epistasis from gene set based on the function-related genes may confer to the susceptibility of type 2 diabetes (T2D). The Wnt pathway has been reported to play an important role in the pathogenesis of T2D. Here we applied tag SNPs to explore the association between epistasis among genes from...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4621788/ https://www.ncbi.nlm.nih.gov/pubmed/26509107 http://dx.doi.org/10.7717/peerj.1304 |
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author | Zhou, Jian-Bo Yang, Jin-Kui Zhang, Bao-Hong Lu, Jing |
author_facet | Zhou, Jian-Bo Yang, Jin-Kui Zhang, Bao-Hong Lu, Jing |
author_sort | Zhou, Jian-Bo |
collection | PubMed |
description | Aims. Epistasis from gene set based on the function-related genes may confer to the susceptibility of type 2 diabetes (T2D). The Wnt pathway has been reported to play an important role in the pathogenesis of T2D. Here we applied tag SNPs to explore the association between epistasis among genes from Wnt and T2D in the Han Chinese population. Methods. Variants of fourteen genes selected from Wnt pathways were performed to analyze epistasis. Gene–gene interactions in case-control samples were identified by generalized multifactor dimensionality reduction (GMDR) method. We performed a case-controlled association analysis on a total of 1,026 individual with T2D and 1,157 controls via tag SNPs in Wnt pathway. Results. In single-locus analysis, SNPs in four genes were significantly associated with T2D adjusted for multiple testing (rs7903146(C) in TCF7L2, p = 3.21∗10(−3), OR = 1.39, 95% CI [1.31–1.47], rs12904944(G) in SMAD3, p = 2.51∗10(−3), OR = 1.39, 95% CI [1.31–1.47], rs2273368(C) in WNT2B, p = 4.46∗10(−3), OR = 1.23, 95% CI [1.11–1.32], rs6902123(C) in PPARD, p = 1.14∗10(−2), OR = 1.40, 95% CI [1.32–1.48]). The haplotype TGC constructed by TCF7L2 (rs7903146), DKK1 (rs2241529) and BTRC (rs4436485) showed a significant association with T2D (OR = 0.750, 95% CI [0.579–0.972], P = 0.03). For epistasis analysis, the optimized combination was the two locus model of WNT2B rs2273368 and TCF7L2rs7903146, which had the maximum cross-validation consistency. This was 9 out of 10 for the sign test at 0.0107 level. The best combination increased the risk of T2D by 1.47 times (95% CI [1.13–1.91], p = 0.0039). Conclusions. Epistasis between TCF7L2 and WNT2B is associated with the susceptibility of T2D in a Han Chinese population. Our results were compatible with the idea of the complex nature of T2D that would have been missed using conventional tools. |
format | Online Article Text |
id | pubmed-4621788 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-46217882015-10-27 Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population Zhou, Jian-Bo Yang, Jin-Kui Zhang, Bao-Hong Lu, Jing PeerJ Genetics Aims. Epistasis from gene set based on the function-related genes may confer to the susceptibility of type 2 diabetes (T2D). The Wnt pathway has been reported to play an important role in the pathogenesis of T2D. Here we applied tag SNPs to explore the association between epistasis among genes from Wnt and T2D in the Han Chinese population. Methods. Variants of fourteen genes selected from Wnt pathways were performed to analyze epistasis. Gene–gene interactions in case-control samples were identified by generalized multifactor dimensionality reduction (GMDR) method. We performed a case-controlled association analysis on a total of 1,026 individual with T2D and 1,157 controls via tag SNPs in Wnt pathway. Results. In single-locus analysis, SNPs in four genes were significantly associated with T2D adjusted for multiple testing (rs7903146(C) in TCF7L2, p = 3.21∗10(−3), OR = 1.39, 95% CI [1.31–1.47], rs12904944(G) in SMAD3, p = 2.51∗10(−3), OR = 1.39, 95% CI [1.31–1.47], rs2273368(C) in WNT2B, p = 4.46∗10(−3), OR = 1.23, 95% CI [1.11–1.32], rs6902123(C) in PPARD, p = 1.14∗10(−2), OR = 1.40, 95% CI [1.32–1.48]). The haplotype TGC constructed by TCF7L2 (rs7903146), DKK1 (rs2241529) and BTRC (rs4436485) showed a significant association with T2D (OR = 0.750, 95% CI [0.579–0.972], P = 0.03). For epistasis analysis, the optimized combination was the two locus model of WNT2B rs2273368 and TCF7L2rs7903146, which had the maximum cross-validation consistency. This was 9 out of 10 for the sign test at 0.0107 level. The best combination increased the risk of T2D by 1.47 times (95% CI [1.13–1.91], p = 0.0039). Conclusions. Epistasis between TCF7L2 and WNT2B is associated with the susceptibility of T2D in a Han Chinese population. Our results were compatible with the idea of the complex nature of T2D that would have been missed using conventional tools. PeerJ Inc. 2015-10-20 /pmc/articles/PMC4621788/ /pubmed/26509107 http://dx.doi.org/10.7717/peerj.1304 Text en © 2015 Zhou et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Genetics Zhou, Jian-Bo Yang, Jin-Kui Zhang, Bao-Hong Lu, Jing Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title | Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title_full | Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title_fullStr | Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title_full_unstemmed | Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title_short | Interaction of Wnt pathway related variants with type 2 diabetes in a Chinese Han population |
title_sort | interaction of wnt pathway related variants with type 2 diabetes in a chinese han population |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4621788/ https://www.ncbi.nlm.nih.gov/pubmed/26509107 http://dx.doi.org/10.7717/peerj.1304 |
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