Department of psychiatry, School of Medicine, University at Buffalo, SUNY, Buffalo, NY 14260, USA.
BMC Genomics. 2012;13 Suppl 8(Suppl 8):S2. doi: 10.1186/1471-2164-13-S8-S2. Epub 2012 Dec 17.
While genome-wide association studies identified some promising candidates for schizophrenia, the majority of risk genes remained unknown. We were interested in testing whether integration gene expression and other functional information could facilitate the identification of susceptibility genes and related biological pathways.
We conducted high throughput sequencing analyses to evaluate mRNA expression in blood samples isolated from 3 schizophrenia patients and 3 healthy controls. We also conducted pooled sequencing of 10 schizophrenic patients and matched controls. Differentially expressed genes were identified by t-test. In the individually sequenced dataset, we identified 198 genes differentially expressed between cases and controls, of them 19 had been verified by the pooled sequencing dataset and 21 reached nominal significance in gene-based association analyses of a genome wide association dataset. Pathway analysis of these differentially expressed genes revealed that they were highly enriched in the immune related pathways. Two genes, S100A8 and TYROBP, had consistent changes in expression in both individual and pooled sequencing datasets and were nominally significant in gene-based association analysis.
Integration of gene expression and pathway analyses with genome-wide association may be an efficient approach to identify risk genes for schizophrenia.
虽然全基因组关联研究确定了一些有希望的精神分裂症候选基因,但大多数风险基因仍未知。我们有兴趣测试整合基因表达和其他功能信息是否可以促进易感基因和相关生物学途径的识别。
我们进行了高通量测序分析,以评估从 3 名精神分裂症患者和 3 名健康对照者分离的血液样本中的 mRNA 表达。我们还对 10 名精神分裂症患者和匹配对照者进行了 pooled 测序。通过 t 检验鉴定差异表达基因。在单独测序数据集,我们鉴定了 198 个病例和对照组之间差异表达的基因,其中 19 个基因在 pooled 测序数据集得到验证,21 个基因在全基因组关联数据集的基因关联分析中达到了名义显著性。这些差异表达基因的通路分析表明,它们在免疫相关通路中高度富集。两个基因,S100A8 和 TYROBP,在个体和 pooled 测序数据集中表达一致,在基因关联分析中达到了名义显著性。
将基因表达和通路分析与全基因组关联整合可能是一种有效的方法,可用于鉴定精神分裂症的风险基因。