Department of Hand Surgery, Huashan Hospital, Fudan University.
Key Laboratory of Hand Reconstruction, Ministry of Health.
Neuroreport. 2023 Apr 5;34(6):338-347. doi: 10.1097/WNR.0000000000001899. Epub 2023 Mar 20.
Microglial activation following peripheral nerve injury is crucial for neuropathic pain (NP) development; however, studies on time-specific and spatial characteristics of microglial transcriptome are scarce. Firstly, we comparatively analysed microglial transcriptome of different brain regions and multiple timepoints after nerve injury by analysing the gene expression profile of GSE180627 and GSE117320. Then, we performed a mechanical pain hypersensitivity test on 12 rat neuropathic pain models using von Frey fibres at various timepoints after nerve injury. To further explore the key gene clusters closely related to the neuropathic pain phenotype, we conducted a weighted gene co-expression network analysis (WGCNA) on the GSE60670 gene expression profile. Lastly, we performed a single-cell sequencing analysis on GSE162807 for identifying microglia subpopulations. We found that the trend of microglia's transcriptome changes after nerve injury was that mRNA expression changes mainly occur early after injury, which is also consistent with phenotypic changes (NP progression). We also revealed that in addition to spatial specificity, microglia are also temporally specific in NP progression following nerve injury. The WGCNA findings revealed that the functional analysis of the key module genes emphasized the endoplasmic reticulum's (ER's) crucial role in NP. In our single-cell sequencing analysis, microglia were clustered into 18 cell subsets, of which we identified specific subsets of two timepoints (D3/D7) post-injury. Our study further revealed the temporal and spatial gene expression specificity of microglia in neuropathic pain. These results contribute to our comprehensive understanding of the pathogenic mechanism of microglia in neuropathic pain.
外周神经损伤后小胶质细胞的激活对神经病理性疼痛(NP)的发展至关重要;然而,关于小胶质细胞转录组的时间特异性和空间特征的研究还很少。首先,我们通过分析 GSE180627 和 GSE117320 中的基因表达谱,比较分析了不同脑区和神经损伤后多个时间点的小胶质细胞转录组。然后,我们在神经损伤后不同时间点使用 von Frey 纤维对 12 个大鼠神经病理性疼痛模型进行机械性疼痛超敏反应测试。为了进一步探索与神经病理性疼痛表型密切相关的关键基因簇,我们对 GSE60670 的基因表达谱进行了加权基因共表达网络分析(WGCNA)。最后,我们对 GSE162807 进行了单细胞测序分析,以鉴定小胶质细胞亚群。我们发现,神经损伤后小胶质细胞转录组变化的趋势是,mRNA 表达变化主要发生在损伤后早期,这也与表型变化(NP 进展)一致。我们还揭示了,除了空间特异性外,小胶质细胞在神经损伤后的 NP 进展中也具有时间特异性。WGCNA 的研究结果表明,关键模块基因的功能分析强调了内质网(ER)在 NP 中的关键作用。在我们的单细胞测序分析中,小胶质细胞被聚类为 18 个细胞亚群,其中我们在损伤后两个时间点(D3/D7)鉴定出了特定的亚群。我们的研究进一步揭示了小胶质细胞在神经病理性疼痛中的时间和空间基因表达特异性。这些结果有助于我们全面了解小胶质细胞在神经病理性疼痛中的致病机制。