Juraeva Dilafruz, Haenisch Britta, Zapatka Marc, Frank Josef, Witt Stephanie H, Mühleisen Thomas W, Treutlein Jens, Strohmaier Jana, Meier Sandra, Degenhardt Franziska, Giegling Ina, Ripke Stephan, Leber Markus, Lange Christoph, Schulze Thomas G, Mössner Rainald, Nenadic Igor, Sauer Heinrich, Rujescu Dan, Maier Wolfgang, Børglum Anders, Ophoff Roel, Cichon Sven, Nöthen Markus M, Rietschel Marcella, Mattheisen Manuel, Brors Benedikt
Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany; Institute of Human Genetics, University of Bonn, Bonn, Germany; Federal Institute for Drugs and Medical Devices (BfArM), Bonn, Germany; Department of Psychiatry, University of Bonn, Bonn, Germany.
PLoS Genet. 2014 Jun 5;10(6):e1004345. doi: 10.1371/journal.pgen.1004345. eCollection 2014 Jun.
In the present study, an integrated hierarchical approach was applied to: (1) identify pathways associated with susceptibility to schizophrenia; (2) detect genes that may be potentially affected in these pathways since they contain an associated polymorphism; and (3) annotate the functional consequences of such single-nucleotide polymorphisms (SNPs) in the affected genes or their regulatory regions. The Global Test was applied to detect schizophrenia-associated pathways using discovery and replication datasets comprising 5,040 and 5,082 individuals of European ancestry, respectively. Information concerning functional gene-sets was retrieved from the Kyoto Encyclopedia of Genes and Genomes, Gene Ontology, and the Molecular Signatures Database. Fourteen of the gene-sets or pathways identified in the discovery dataset were confirmed in the replication dataset. These include functional processes involved in transcriptional regulation and gene expression, synapse organization, cell adhesion, and apoptosis. For two genes, i.e. CTCF and CACNB2, evidence for association with schizophrenia was available (at the gene-level) in both the discovery study and published data from the Psychiatric Genomics Consortium schizophrenia study. Furthermore, these genes mapped to four of the 14 presently identified pathways. Several of the SNPs assigned to CTCF and CACNB2 have potential functional consequences, and a gene in close proximity to CACNB2, i.e. ARL5B, was identified as a potential gene of interest. Application of the present hierarchical approach thus allowed: (1) identification of novel biological gene-sets or pathways with potential involvement in the etiology of schizophrenia, as well as replication of these findings in an independent cohort; (2) detection of genes of interest for future follow-up studies; and (3) the highlighting of novel genes in previously reported candidate regions for schizophrenia.
在本研究中,采用了一种综合的分层方法来:(1)识别与精神分裂症易感性相关的通路;(2)检测这些通路中可能因存在相关多态性而受到潜在影响的基因;(3)注释受影响基因或其调控区域中此类单核苷酸多态性(SNP)的功能后果。使用分别包含5040名和5082名欧洲血统个体的发现数据集和复制数据集,应用全局检验来检测与精神分裂症相关的通路。从京都基因与基因组百科全书、基因本体论和分子特征数据库中检索有关功能基因集的信息。在发现数据集中识别出的14个基因集或通路中的14个在复制数据集中得到了证实。这些包括参与转录调控和基因表达、突触组织、细胞粘附和细胞凋亡的功能过程。对于两个基因,即CTCF和CACNB2,在发现研究和精神基因组学联盟精神分裂症研究的已发表数据中(在基因水平上)均有与精神分裂症相关的证据。此外,这些基因映射到目前确定的14条通路中的4条。分配给CTCF和CACNB2的几个SNP具有潜在的功能后果,并且一个与CACNB2紧密相邻的基因,即ARL5B,被确定为一个潜在的感兴趣基因。因此,应用目前的分层方法能够:(1)识别可能参与精神分裂症病因学的新的生物学基因集或通路,并在独立队列中复制这些发现;(2)检测出未来后续研究感兴趣的基因;(3)突出先前报道的精神分裂症候选区域中的新基因。