Alsema Astrid M, Puvogel Sofía, Kracht Laura, Webster Maree J, Shannon Weickert Cynthia, Eggen Bart J L, Sommer Iris E C
Department of Biomedical Sciences, Section Molecular Neurobiology, University of Groningen, University Medical Center Groningen, Groningen 9713 AV, The Netherlands.
Department of Biomedical Sciences, Section Cognitive Neuroscience, University of Groningen, University Medical Center Groningen, Groningen 9713 AW, The Netherlands.
Brain. 2025 Apr 3;148(4):1374-1388. doi: 10.1093/brain/awae321.
Dysfunctional GABAergic and dopaminergic neurons are thought to exist in the ventral midbrain of patients with schizophrenia, yet transcriptional changes underpinning these abnormalities have not yet been localized to specific neuronal subsets. In the ventral midbrain, control over dopaminergic activity is maintained by both excitatory (glutamate) and inhibitory (GABA) input neurons. To elucidate neuron pathology at the single-cell level, we characterized the transcriptional diversity of distinct NEUN+ populations in the human ventral midbrain and then tested for schizophrenia-associated changes in neuronal subset proportions and gene activity changes within neuronal subsets. Combining single nucleus RNA-sequencing with fluorescence-activated sorting of NEUN+ nuclei, we analysed 31 669 nuclei. Initially, we detected 18 transcriptionally distinct neuronal populations in the human ventral midbrain, including two 'mixed' populations. The presence of neuronal populations in the midbrain was orthogonally validated with immunohistochemical stainings. 'Mixed' populations contained nuclei expressing transcripts for vesicular glutamate transporter 2 (SLC17A6) and glutamate decarboxylase 2 (GAD2), but these transcripts were not typically co-expressed by the same nucleus. Upon more fine-grained subclustering of the two 'mixed' populations, 16 additional subpopulations were identified that were transcriptionally classified as excitatory or inhibitory. In the midbrains of individuals with schizophrenia, we observed potential differences in the proportions of two (sub)populations of excitatory neurons, two subpopulations of inhibitory neurons, one 'mixed' subpopulation, and one subpopulation of TH-expressing neurons. This may suggest that transcriptional changes associated with schizophrenia broadly affect excitatory, inhibitory, and dopamine neurons. We detected 99 genes differentially expressed in schizophrenia compared to controls within neuronal subpopulations identified from the two 'mixed' populations, with most (67) changes within small GABAergic neuronal subpopulations. Overall, single-nucleus transcriptomic analyses profiled a high diversity of GABAergic neurons in the human ventral midbrain, identified putative shifts in the proportion of neuronal subpopulations, and suggested dysfunction of specific GABAergic subpopulations in schizophrenia, providing directions for future research.
功能失调的γ-氨基丁酸能和多巴胺能神经元被认为存在于精神分裂症患者的腹侧中脑,但这些异常背后的转录变化尚未定位到特定的神经元亚群。在腹侧中脑,多巴胺能活动受兴奋性(谷氨酸)和抑制性(γ-氨基丁酸)输入神经元的共同控制。为了在单细胞水平阐明神经元病理,我们对人类腹侧中脑不同NEUN+群体的转录多样性进行了表征,然后测试了精神分裂症相关的神经元亚群比例变化以及神经元亚群内的基因活性变化。结合单核RNA测序与NEUN+细胞核的荧光激活分选,我们分析了31669个细胞核。最初,我们在人类腹侧中脑检测到18个转录上不同的神经元群体,包括两个“混合”群体。中脑神经元群体的存在通过免疫组织化学染色得到了正交验证。“混合”群体包含表达囊泡谷氨酸转运体2(SLC17A6)和谷氨酸脱羧酶2(GAD2)转录本的细胞核,但这些转录本通常不是由同一个细胞核共表达的。对这两个“混合”群体进行更精细的亚聚类后,又鉴定出16个亚群体,它们在转录上被分类为兴奋性或抑制性。在精神分裂症患者的中脑中,我们观察到两个兴奋性神经元(亚)群体、两个抑制性神经元亚群体、一个“混合”亚群体和一个表达酪氨酸羟化酶的神经元亚群体的比例存在潜在差异。这可能表明与精神分裂症相关的转录变化广泛影响兴奋性、抑制性和多巴胺能神经元。在从两个“混合”群体鉴定出的神经元亚群中,我们检测到与对照组相比,精神分裂症患者中有99个基因差异表达,其中大多数(67个)变化发生在小γ-氨基丁酸能神经元亚群中。总体而言,单核转录组分析描绘了人类腹侧中脑γ-氨基丁酸能神经元的高度多样性,确定了神经元亚群比例的假定变化,并提示精神分裂症中特定γ-氨基丁酸能亚群功能失调,为未来研究提供了方向。