Bai Zhixin, Li Peilong, Gao Xu, Zu Gaoyu, Jiang Andrew, Wu Keting, Mechawar Naguib, Turecki Gustavo, Lehnert Klaus, Snell Russell G, Zhou Jin, Hu Jia, Yan Bingbing, Chen Liang, Li Wensheng, Chen You, Liu Shuai, Zhu Ying, You Linya
Department of Human Anatomy & Histoembryology, School of Basic Medical Sciences, Fudan University, Shanghai, China.
State Key Laboratory of Medical Neurobiology, MOE Frontiers Center for Brain Science, Institutes of Brain Science, and Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China.
Transl Psychiatry. 2024 Dec 18;14(1):494. doi: 10.1038/s41398-024-03202-5.
Basal ganglia is proposed to mediate symptoms underlying bipolar disorder (BD). To understand the cell type-specific gene expression and network changes of BD basal ganglia, we performed single-nucleus RNA sequencing of 30,752 nuclei from caudate, putamen, globus pallidus, and substantia nigra of control human postmortem brain and 24,672 nuclei from BD brain. Differential expression analysis revealed major difference lying in caudate, with BD medium spiny neurons (MSNs) expressing significantly higher PDE5A, a cGMP-specific phosphodiesterase. Gene co-expression analysis (WGCNA) showed a strong correlation of caudate MSNs and gene module green, with a PDE5A-containing hub gene network. Gene regulatory network analysis (SCENIC) indicated key regulons among different cell types and basal ganglia regions, with downstream targets of key transcriptional factors showing overlapping genes such as PDEs. Upregulation of PDE5A was further validated in 7 pairs of control and BD caudate sections. Overexpression of PDE5A in primary cultured lateral ganglion eminence-derived striatal neurons led to decreased dendrite complexity, increased apoptosis, and enhanced neuronal excitability and membrane resistance. This effect could be rescued by PDE5 specific inhibitor, tadalafil. Overexpression of PDE5A in mouse striatum by stereotaxic injection caused a decreased cGMP level, an increased gene expression profile of neuroinflammation, and BD-like behaviors. Collectively, our findings provided cell type-specific gene expression profile, and indicated a causative role of PDE5A upregulation in BD basal ganglia. This study provides a single-nucleus transcriptomic profile of human control and bipolar disorder (BD) basal ganglia. Differential expression, gene co-expression, and gene regulatory network analyses collectively indicated upregulation of PDE5A in BD caudate medium spiny neurons (MSNs), which was further validated in another cohort of BD brains. The causative role of PDE5A upregulation in BD etiology is supported by the effects of PDE5A overexpression in cultured mouse MSNs in vitro and in adult mouse striatum in vivo. The former led to reduced dendrite complexity, increased apoptosis, and neuronal hyper-excitability, which could be rescued by PDE5 specific inhibitor tadalafil. The latter caused lower cGMP levels, upregulated genes associated with neuroinflammation, and BD-like behaviors.
基底神经节被认为介导双相情感障碍(BD)的潜在症状。为了解BD基底神经节的细胞类型特异性基因表达和网络变化,我们对来自对照人类死后大脑的尾状核、壳核、苍白球和黑质的30752个细胞核以及来自BD大脑的24672个细胞核进行了单核RNA测序。差异表达分析显示主要差异存在于尾状核中,BD的中等棘状神经元(MSNs)表达显著更高的PDE5A,一种cGMP特异性磷酸二酯酶。基因共表达分析(WGCNA)显示尾状核MSNs与基因模块绿色以及一个包含PDE5A的枢纽基因网络有很强的相关性。基因调控网络分析(SCENIC)表明了不同细胞类型和基底神经节区域之间的关键调控子,关键转录因子的下游靶点显示出重叠基因,如磷酸二酯酶。PDE5A的上调在7对对照和BD尾状核切片中得到了进一步验证。在原代培养的外侧神经节隆起衍生的纹状体神经元中过表达PDE5A导致树突复杂性降低、细胞凋亡增加以及神经元兴奋性和膜电阻增强。这种效应可被PDE5特异性抑制剂他达拉非挽救。通过立体定向注射在小鼠纹状体中过表达PDE5A导致cGMP水平降低、神经炎症基因表达谱增加以及类似BD的行为。总的来说,我们的研究结果提供了细胞类型特异性基因表达谱,并表明PDE5A上调在BD基底神经节中具有致病作用。本研究提供了人类对照和双相情感障碍(BD)基底神经节的单核转录组图谱。差异表达、基因共表达和基因调控网络分析共同表明BD尾状核中等棘状神经元(MSNs)中PDE5A上调,这在另一组BD大脑中得到了进一步验证。PDE5A上调在BD病因学中的致病作用得到了PDE5A在体外培养的小鼠MSNs和体内成年小鼠纹状体中过表达效应的支持。前者导致树突复杂性降低、细胞凋亡增加以及神经元过度兴奋,这可被PDE5特异性抑制剂他达拉非挽救。后者导致cGMP水平降低、与神经炎症相关的基因上调以及类似BD的行为。