Center for Medical Genetics & Hunan Key Laboratory of Medical Genetics, School of Life Sciences, and Department of Psychiatry, The Second Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China.
The First Affiliated Hospital, Multi-Omics Research Center for Brain Disorders, Hengyang Medical School, University of South China, 421000, Hengyang, Hunan, China.
Nat Commun. 2023 Aug 24;14(1):5176. doi: 10.1038/s41467-023-40861-2.
Identifying genes whose expression is associated with schizophrenia (SCZ) risk by transcriptome-wide association studies (TWAS) facilitates downstream experimental studies. Here, we integrated multiple published datasets of TWAS, gene coexpression, and differential gene expression analysis to prioritize SCZ candidate genes for functional study. Convergent evidence prioritized Propionyl-CoA Carboxylase Subunit Beta (PCCB), a nuclear-encoded mitochondrial gene, as an SCZ risk gene. However, the PCCB's contribution to SCZ risk has not been investigated before. Using dual luciferase reporter assay, we identified that SCZ-associated SNPs rs6791142 and rs35874192, two eQTL SNPs for PCCB, showed differential allelic effects on transcriptional activities. PCCB knockdown in human forebrain organoids (hFOs) followed by RNA sequencing analysis revealed dysregulation of genes enriched with multiple neuronal functions including gamma-aminobutyric acid (GABA)-ergic synapse. The metabolomic and mitochondrial function analyses confirmed the decreased GABA levels resulted from inhibited tricarboxylic acid cycle in PCCB knockdown hFOs. Multielectrode array recording analysis showed that PCCB knockdown in hFOs resulted into SCZ-related phenotypes including hyper-neuroactivities and decreased synchronization of neural network. In summary, this study utilized hFOs-based multi-omics analyses and revealed that PCCB downregulation may contribute to SCZ risk through regulating GABAergic pathways, highlighting the mitochondrial function in SCZ.
通过全转录组关联研究(TWAS)鉴定与精神分裂症(SCZ)风险相关的基因表达,有助于进行下游的实验研究。在这里,我们整合了多个已发表的 TWAS、基因共表达和差异基因表达分析数据集,为功能研究优先考虑 SCZ 候选基因。汇聚的证据将丙酰 CoA 羧化酶亚基β(PCCB),一种核编码的线粒体基因,作为 SCZ 风险基因进行优先排序。然而,PCCB 对 SCZ 风险的贡献以前尚未被研究过。使用双荧光素酶报告基因检测,我们确定了与 SCZ 相关的 SNP rs6791142 和 rs35874192,这两个 PCCB 的 eQTL SNP,对转录活性表现出不同的等位基因效应。在人前脑类器官(hFOs)中进行 PCCB 敲低,然后进行 RNA 测序分析,揭示了与多个神经元功能相关的基因失调,包括γ-氨基丁酸(GABA)能突触。代谢组学和线粒体功能分析证实,PCCB 敲低导致 hFOs 中 GABA 水平降低,是由于三羧酸循环受到抑制。多电极阵列记录分析显示,hFOs 中的 PCCB 敲低导致与 SCZ 相关的表型,包括神经活动过度和神经网络同步性降低。总之,本研究利用 hFOs 进行的多组学分析,揭示了 PCCB 下调可能通过调节 GABA 能途径导致 SCZ 风险,强调了线粒体功能在 SCZ 中的作用。