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基于单细胞RNA测序的百草枯诱导小鼠脑帕金森病样模型中微胶质细胞差异基因及其功能

[Microglia differential genes and their functions in paraquat-induced Parkinson's disease-like in mice's brains based on single-cell RNA sequencing].

作者信息

Guo Z K, Zhang Y T, Zhang Y, Weng Y L, Li H Y, Wu S Y

机构信息

School of Public Health, Fujian Medical University, Fuzhou 350122, China.

出版信息

Zhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi. 2024 Apr 20;42(4):248-257. doi: 10.3760/cma.j.cn121094-20230524-00184.

Abstract

To analyze the differential genes and related signaling pathways of microglia subpopulations in Parkinson's disease (PD) -like mouse brains induced by paraquat (PQ) based on single-cell RNA sequencing, and provide clues to elucidate the mechanism of PQ-induced PD-like changes in the brain of animals. In September 2021, six male 6-week-old C57BL/6 mice were randomly divided into control group and experimental group (three mice in each group) . The mice were injected with saline, 10.0 mg/kg PQ intraperitoneally, once every three days, and 10 consecutive injections were used for modeling. After infection, the brains of mice were taken and 10×Genomics single-cell RNA sequencing was performed. Microglia subpopulations were screened based on gene expression characteristics, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed. The differential genes of microglia subpopulations between the experimental group and control group were further screened, and functional enrichment analysis was performed using bioinformatics tools. Mouse microglia (BV2 cells) were treated with 0, 60, 90 μmol/L PQ solution, respectively. And real-time fluorescence quantitative PCR experiments were conducted to validate the expressions of differential genes hexokinase 2 (Hk2) , ATPase H+ Transporting V0 Subunit B (Atp6v0b) and Neuregulin 1 (Nrg1) . Cluster 7 and Cluster 20 were identified as microglia subpopulations based on the signature genes inositol polyphosphate-5-phosphatase d, Inpp5d (Inpp5d) and transforming growth factor beta receptor 1 (Tgfbr1) , and they reflected the microglia-activated M2 phenotype. The bioinformatics analysis showed that the characteristic genes of identified microglia subpopulations were enriched in endocytosis. In terms of molecular function, it mainly enriched in transmembrane receptor protein kinase activity and cytokine binding. The up-regulated genes of Cluster 7 were mainly enriched in lysosomal pathway, endocytosis pathway, and down-regulated genes were mainly enriched in neurodegenerative disease and other signaling pathways. The up-regulated genes of Cluster 20 were mainly enriched in signaling pathways related to PD, and down-regulated genes were mainly enriched in cyclic adenosine 3', 5'-monophosphate (cAMP) signaling pathways, neurological development, synaptic function and other signaling pathways. The results of real-time fluorescence quantitative PCR showed that the expressions of Hk2 mRNA and Atp6v0b mRNA increased and the expression of Nrg1 mRNA decreased in the 90 μmol/L PQ-treated BV2 cells compared with the 0 μmol/L, and the differences were statistically significant (<0.05) . Microglia are activated in the PQ-induced PD-like mouse model and polarized toward the M2 phenotype. And their functions are associated with lysosomal (endocytosis) , synaptic functions and the regulation of PD-related pathways.

摘要

基于单细胞RNA测序分析百草枯(PQ)诱导的帕金森病(PD)样小鼠脑内小胶质细胞亚群的差异基因及相关信号通路,为阐明PQ诱导动物脑内PD样改变的机制提供线索。2021年9月,将6只6周龄雄性C57BL/6小鼠随机分为对照组和实验组(每组3只)。小鼠腹腔注射生理盐水、10.0 mg/kg PQ,每3天注射1次,连续注射10次进行造模。造模后取小鼠脑进行10×基因组学单细胞RNA测序。根据基因表达特征筛选小胶质细胞亚群,并进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析。进一步筛选实验组和对照组之间小胶质细胞亚群的差异基因,并使用生物信息学工具进行功能富集分析。分别用0、60、90 μmol/L PQ溶液处理小鼠小胶质细胞(BV2细胞)。并进行实时荧光定量PCR实验验证差异基因己糖激酶2(Hk2)、ATP酶H+转运V0亚基B(Atp6v0b)和神经调节蛋白-1(Nrg-1)的表达。基于特征基因肌醇多磷酸-5-磷酸酶d、Inpp5d(Inpp5d)和转化生长因子β受体1(Tgfbr1)将Cluster 7和Cluster 20鉴定为小胶质细胞亚群,它们反映了小胶质细胞激活的M2表型。生物信息学分析表明,鉴定出的小胶质细胞亚群的特征基因在内吞作用中富集。在分子功能方面,主要富集于跨膜受体蛋白激酶活性和细胞因子结合。Cluster 7的上调基因主要富集于溶酶体途径、内吞途径,下调基因主要富集于神经退行性疾病等信号通路。Cluster 20的上调基因主要富集于与PD相关的信号通路,下调基因主要富集于环磷酸腺苷(cAMP)信号通路、神经发育、突触功能等信号通路。实时荧光定量PCR结果显示,与0 μmol/L相比,90 μmol/L PQ处理的BV2细胞中Hk2 mRNA和Atp6v0b mRNA表达增加,Nrg1 mRNA表达降低,差异有统计学意义(<0.05)。在PQ诱导的PD样小鼠模型中,小胶质细胞被激活并向M2表型极化。其功能与溶酶体(内吞作用)、突触功能以及PD相关通路的调节有关。

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