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Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses

BACKGROUND: The genetic architecture underlying central cornea thickness (CCT) is far from understood. Most of the CCT-associated variants are located in the non-coding regions, raising the difficulty of following functional characterizations. Thus, integrative functional analyses on CCT-associated...

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Autores principales: Zhang, Jing, Wu, Dan, Dai, Yiqin, Xu, Jianjiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6094462/
https://www.ncbi.nlm.nih.gov/pubmed/30127857
http://dx.doi.org/10.1186/s13040-018-0179-3
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author Zhang, Jing
Wu, Dan
Dai, Yiqin
Xu, Jianjiang
author_facet Zhang, Jing
Wu, Dan
Dai, Yiqin
Xu, Jianjiang
author_sort Zhang, Jing
collection PubMed
description BACKGROUND: The genetic architecture underlying central cornea thickness (CCT) is far from understood. Most of the CCT-associated variants are located in the non-coding regions, raising the difficulty of following functional characterizations. Thus, integrative functional analyses on CCT-associated loci might benefit in overcoming these issues by prioritizing the hub genes that are located in the center of CCT genetic network. METHODS: Integrative analyses including functional annotations, enrichment analysis, and protein-protein interaction analyses were performed on all reported CCT GWAS lead SNPs, together with their proxy variants. Functional annotations were conducted by CADD, GWAVA, and Eigen. Enrichment analyses for CCT-associated genes were performed using ToppGene suite. Protein-protein interaction network and gene co-expression analyses were performed by GeneMANIA. RESULTS: Functional annotations prioritized eight genes (ADAMSTS6, ARID5B, FOXO1, AKAP13, COL4A3, COL8A2, TBL1XR1, and KCMB2) harboring SNPs with strong evidence of regulatory potential. It was also shown that CCT-associated genes were significantly enriched in collagen-related pathways and the phenotype of keratoconus, and some of them were found to be involved in one interaction network. CONCLUSION: This study revealed the hub genes that were located in the center of CCT genetic network and provided a new insight into the genetic regulation underlying CCT GWAS findings. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13040-018-0179-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-60944622018-08-20 Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses Zhang, Jing Wu, Dan Dai, Yiqin Xu, Jianjiang BioData Min Research BACKGROUND: The genetic architecture underlying central cornea thickness (CCT) is far from understood. Most of the CCT-associated variants are located in the non-coding regions, raising the difficulty of following functional characterizations. Thus, integrative functional analyses on CCT-associated loci might benefit in overcoming these issues by prioritizing the hub genes that are located in the center of CCT genetic network. METHODS: Integrative analyses including functional annotations, enrichment analysis, and protein-protein interaction analyses were performed on all reported CCT GWAS lead SNPs, together with their proxy variants. Functional annotations were conducted by CADD, GWAVA, and Eigen. Enrichment analyses for CCT-associated genes were performed using ToppGene suite. Protein-protein interaction network and gene co-expression analyses were performed by GeneMANIA. RESULTS: Functional annotations prioritized eight genes (ADAMSTS6, ARID5B, FOXO1, AKAP13, COL4A3, COL8A2, TBL1XR1, and KCMB2) harboring SNPs with strong evidence of regulatory potential. It was also shown that CCT-associated genes were significantly enriched in collagen-related pathways and the phenotype of keratoconus, and some of them were found to be involved in one interaction network. CONCLUSION: This study revealed the hub genes that were located in the center of CCT genetic network and provided a new insight into the genetic regulation underlying CCT GWAS findings. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13040-018-0179-3) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-15 /pmc/articles/PMC6094462/ /pubmed/30127857 http://dx.doi.org/10.1186/s13040-018-0179-3 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Zhang, Jing
Wu, Dan
Dai, Yiqin
Xu, Jianjiang
Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title_full Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title_fullStr Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title_full_unstemmed Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title_short Functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
title_sort functional relevance for central cornea thickness-associated genetic variants by using integrative analyses
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6094462/
https://www.ncbi.nlm.nih.gov/pubmed/30127857
http://dx.doi.org/10.1186/s13040-018-0179-3
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