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Integrating genome-wide association study with regulatory SNP annotation information identified candidate genes and pathways for schizophrenia

机译:将全基因组关联研究与调节性SNP注释信息整合确定了精神分裂症的候选基因和途径

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摘要

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.
机译:背景:精神分裂症是一种复杂的精神障碍。方法:我们对精神分裂症的两个全基因组关联研究与调节性单核苷酸多态性(rSNP)功能注释数据集进行了大规模综合分析。首先注释了通过两次全基因组关联研究确定的重要SNP,分别获得了精神分裂症相关的rSNP及其靶基因和蛋白质。然后,我们比较了综合分析结果,以确定了常见的rSNP及其靶调节基因和蛋白质,这两个精神分裂症的全基因组关联研究共有该研究。最后,使用DAVID工具对所鉴定的靶基因和蛋白质进行基因本体论和途径富集分析。结果:我们检测到了53个与精神分裂症相关的rSNP靶基因,例如FOS(P值= 2.18×10 -20 ),ATXN1(P值= 5.22×10 -21 )和HLA-DQA1(P值= 1.98×10 -10 )。途径富集分析确定了转录因子结合区,染色质相互作用区,长非编码RNA,拓扑相关结构域,环状RNA和翻译后修饰(例如hsa05034:酒精中毒,P值= 2.57×10 - 7 )和hsa04612:抗原加工和呈递(P值= 6.82×10 -8 )。结论:我们检测了多个候选基因,精神分裂症的基因本体和途径,支持功能性rSNP的重要性,并为理解精神分裂症的遗传结构提供新颖的线索。

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