Neurogenomic Division, Translational Genomic Research Institute, Phoenix, Arizona.
Section of Psychiatry, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy.
Int J Neuropsychopharmacol. 2019 Mar 1;22(3):186-193. doi: 10.1093/ijnp/pyy103.
Schizophrenia is a severe psychiatric disorder with a complex pathophysiology. Given its prevalence, high risk of mortality, early onset, and high levels of disability, researchers have attempted to develop early detection strategies for facilitating timely pharmacological and/or nonpharmacological interventions. Here, we performed a meta-analysis of publicly available gene expression datasets in peripheral tissues in schizophrenia and healthy controls to detect consistent patterns of illness-associated gene expression. We also tested whether our earlier finding of a downregulation of NPTX2 expression in the brain of schizophrenia patients replicated in peripheral tissues.
We conducted a systematic search in the Gene Expression Omnibus repository (https://www.ncbi.nlm.nih.gov/gds/) and identified 3 datasets matching our inclusion criteria: GSE62333, GSE18312, and GSE27383. After quality controls, the total sample size was: schizophrenia (n = 71) and healthy controls (n = 57) (schizophrenia range: n = 12-40; healthy controls range: n = 8-29).
The results of the meta-analysis conducted with the GeneMeta package revealed 2 genes with a false discovery rate < 0.05: atlastin GTPase 3 (ATL3) (upregulated) and arachidonate 15-lipoxygenase, type B (ALOX15B) (downregulated). The result for ATL3 was confirmed using the weighted Z test method, whereas we found a suggestive signal for ALOX15B (false discovery rate < 0.10).
These data point to alterations of peripheral expression of ATL3 in schizophrenia, but did not confirm the significant association signal found for NPTX2 in postmortem brain samples. These findings await replication in newly recruited schizophrenia samples as well as complementary analysis of their encoded peptides in blood.
精神分裂症是一种严重的精神疾病,具有复杂的病理生理学。鉴于其患病率高、死亡率高、发病早、残疾程度高,研究人员试图开发早期检测策略,以促进及时的药物和/或非药物干预。在这里,我们对精神分裂症患者和健康对照者的外周组织中公开可用的基因表达数据集进行了荟萃分析,以检测与疾病相关的基因表达的一致模式。我们还测试了我们之前在精神分裂症患者大脑中发现的 NPTX2 表达下调是否在外周组织中得到复制。
我们在基因表达综合数据库(https://www.ncbi.nlm.nih.gov/gds/)中进行了系统搜索,并确定了 3 个符合我们纳入标准的数据集:GSE62333、GSE18312 和 GSE27383。经过质量控制,总样本量为:精神分裂症(n=71)和健康对照组(n=57)(精神分裂症范围:n=12-40;健康对照组范围:n=8-29)。
使用 GeneMeta 软件包进行的荟萃分析结果显示,有 2 个基因的假发现率 <0.05:atlastin GTPase 3(ATL3)(上调)和花生四烯酸 15-脂氧合酶,B 型(ALOX15B)(下调)。使用加权 Z 检验方法验证了 ATL3 的结果,而我们发现 ALOX15B 存在提示信号(假发现率 <0.10)。
这些数据表明精神分裂症患者外周 ATL3 表达发生改变,但未证实尸检脑组织样本中 NPTX2 发现的显著关联信号。这些发现有待在新招募的精神分裂症样本中复制,并对其血液中的编码肽进行补充分析。