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Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia
Background: Schizophrenia is a complex mental disorder. The genetic mechanism of schizophrenia remains elusive now. Methods: We conducted a large-scale integrative analysis of two genome-wide association studies of schizophrenia with functional annotation datasets of regulatory single-nucleotide pol...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6594824/ https://www.ncbi.nlm.nih.gov/pubmed/31175266 http://dx.doi.org/10.18632/aging.102008 |
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author | Liang, Xiao Wang, Sen Liu, Li Du, Yanan Cheng, Bolun Wen, Yan Zhao, Yan Ding, Miao Cheng, Shiqiang Ma, Mei Zhang, Lu Qi, Xin Li, Ping Guo, Xiong Zhang, Feng |
author_facet | Liang, Xiao Wang, Sen Liu, Li Du, Yanan Cheng, Bolun Wen, Yan Zhao, Yan Ding, Miao Cheng, Shiqiang Ma, Mei Zhang, Lu Qi, Xin Li, Ping Guo, Xiong Zhang, Feng |
author_sort | Liang, Xiao |
collection | PubMed |
description | Background: Schizophrenia is a complex mental disorder. The genetic mechanism of schizophrenia remains elusive now. Methods: We conducted a large-scale integrative analysis of two genome-wide association studies of schizophrenia with functional annotation datasets of regulatory single-nucleotide polymorphism (rSNP). The significant SNPs identified by the two genome-wide association studies were first annotated to obtain schizophrenia associated rSNPs and their target genes and proteins, respectively. We then compared the integrative analysis results to identify the common rSNPs and their target regulatory genes and proteins, shared by the two genome-wide association studies of schizophrenia. Finally, DAVID tool was used to conduct gene ontology and pathway enrichment analysis of the identified targets genes and proteins. Results: We detected 53 schizophrenia-associated target genes for rSNP, such as FOS (P value = 2.18×10(-20)), ATXN1 (P value = 5.22×10(-21)) and HLA-DQA1 (P value = 1.98×10(-10)). Pathway enrichment analysis identified 24 pathways for transcription factors binding regions, chromatin interacting regions, long non-coding RNAs, topologically associated domains, circular RNAs and post-translational modifications, such as hsa05034:Alcoholism (P value = 2.57×10(-7)) and hsa04612:Antigen processing and presentation (P value = 6.82×10(-8)). Conclusion: We detected multiple candidate genes, gene ontology terms and pathways for schizophrenia, supporting the functional importance of rSNPs, and providing novel clues for understanding the genetic architecture of schizophrenia. |
format | Online Article Text |
id | pubmed-6594824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-65948242019-07-01 Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia Liang, Xiao Wang, Sen Liu, Li Du, Yanan Cheng, Bolun Wen, Yan Zhao, Yan Ding, Miao Cheng, Shiqiang Ma, Mei Zhang, Lu Qi, Xin Li, Ping Guo, Xiong Zhang, Feng Aging (Albany NY) Research Paper Background: Schizophrenia is a complex mental disorder. The genetic mechanism of schizophrenia remains elusive now. Methods: We conducted a large-scale integrative analysis of two genome-wide association studies of schizophrenia with functional annotation datasets of regulatory single-nucleotide polymorphism (rSNP). The significant SNPs identified by the two genome-wide association studies were first annotated to obtain schizophrenia associated rSNPs and their target genes and proteins, respectively. We then compared the integrative analysis results to identify the common rSNPs and their target regulatory genes and proteins, shared by the two genome-wide association studies of schizophrenia. Finally, DAVID tool was used to conduct gene ontology and pathway enrichment analysis of the identified targets genes and proteins. Results: We detected 53 schizophrenia-associated target genes for rSNP, such as FOS (P value = 2.18×10(-20)), ATXN1 (P value = 5.22×10(-21)) and HLA-DQA1 (P value = 1.98×10(-10)). Pathway enrichment analysis identified 24 pathways for transcription factors binding regions, chromatin interacting regions, long non-coding RNAs, topologically associated domains, circular RNAs and post-translational modifications, such as hsa05034:Alcoholism (P value = 2.57×10(-7)) and hsa04612:Antigen processing and presentation (P value = 6.82×10(-8)). Conclusion: We detected multiple candidate genes, gene ontology terms and pathways for schizophrenia, supporting the functional importance of rSNPs, and providing novel clues for understanding the genetic architecture of schizophrenia. Impact Journals 2019-06-07 /pmc/articles/PMC6594824/ /pubmed/31175266 http://dx.doi.org/10.18632/aging.102008 Text en Copyright © 2019 Liang et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution (CC BY) 3.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Liang, Xiao Wang, Sen Liu, Li Du, Yanan Cheng, Bolun Wen, Yan Zhao, Yan Ding, Miao Cheng, Shiqiang Ma, Mei Zhang, Lu Qi, Xin Li, Ping Guo, Xiong Zhang, Feng Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title | Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title_full | Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title_fullStr | Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title_full_unstemmed | Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title_short | Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia |
title_sort | integrating genome-wide association study with regulatory snp annotation information identified candidate genes and pathways for schizophrenia |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6594824/ https://www.ncbi.nlm.nih.gov/pubmed/31175266 http://dx.doi.org/10.18632/aging.102008 |
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