The Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel.
J Neurosci Res. 2023 Aug;101(8):1224-1235. doi: 10.1002/jnr.25188. Epub 2023 Mar 28.
Schizophrenia is a severe psychiatric disorder, with heritability around 80%, but a not fully understood pathophysiology. Signal transduction through the mothers against decapentaplegic (SMADs) are eight different proteins involved in the regulation of inflammatory processes, cell cycle, and tissue patterning. The literature is not consistent regarding the differential expression of SMAD genes among subjects with schizophrenia. In this article, we performed a systematic meta-analysis of the expression of SMAD genes in 423 brain samples (211 schizophrenia vs. 212 healthy controls), integrating 10 datasets from two public repositories, following the PRISMA guidelines. We found a statistically significant up-regulation of SMAD1, SMAD4, SMAD5, and SMAD7, and a tendency for up-regulation of SMAD3 and SMAD9 in brain samples of patients with schizophrenia. Overall, six of the eight genes showed a tendency for up-regulation, and none of them was found to have a tendency for down-regulation. SMAD1 and SMAD4 were up-regulated also in blood samples of 13 individuals with schizophrenia versus eight healthy controls, suggesting the SMAD genes' potential role as biomarkers of schizophrenia. Furthermore, SMAD genes' expression levels were significantly correlated with those of Sphingosine-1-phosphate receptor-1 (S1PR1), which is known to regulate inflammatory processes. Our meta-analysis supports the involvement of SMAD genes in the pathophysiology of schizophrenia through their role in inflammatory processes, as well as demonstrates the importance of gene expression meta-analysis for improving our understanding of psychiatric diseases.
精神分裂症是一种严重的精神疾病,遗传率约为 80%,但其病理生理学尚未完全阐明。母亲抗分化蛋白(SMADs)信号转导涉及到参与炎症过程、细胞周期和组织模式形成的八种不同的蛋白质。关于精神分裂症患者中 SMAD 基因的差异表达,文献报道并不一致。在本文中,我们按照 PRISMA 指南,对来自两个公共数据库的 10 个数据集的 423 个脑样本(211 例精神分裂症与 212 例健康对照)进行了系统的荟萃分析,对 SMAD 基因的表达进行了综合分析。我们发现,SMAD1、SMAD4、SMAD5 和 SMAD7 的表达呈统计学显著上调,SMAD3 和 SMAD9 的表达呈上调趋势。总体而言,这 8 个基因中有 6 个有上调趋势,而没有一个有下调趋势。在 13 名精神分裂症患者与 8 名健康对照者的血液样本中,SMAD1 和 SMAD4 也呈上调趋势,这表明 SMAD 基因可能作为精神分裂症的生物标志物。此外,SMAD 基因的表达水平与鞘氨醇-1-磷酸受体-1(S1PR1)的表达水平显著相关,S1PR1 已知可调节炎症过程。我们的荟萃分析支持 SMAD 基因通过在炎症过程中的作用参与精神分裂症的病理生理学,同时也证明了基因表达荟萃分析对于提高我们对精神疾病的认识的重要性。