scRNA-Seq reveals age-dependent microglial evolution as a determinant of immune response following spinal cord injury

IF 3.5 3区 医学 Q2 NEUROSCIENCES Brain Research Bulletin Pub Date : 2024-11-06 DOI:10.1016/j.brainresbull.2024.111116
Lufei Shao , Yueliang Chang , Jinfang Liu , Leilei Lin , Long Chang , Jialin Zhang , Zhibin Lan , Honglai Zhang , Xiaolei Chen
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Abstract

Spinal cord injury (SCI) is a debilitating condition of the central nervous system (CNS) that leads to severe impairments in sensory and motor functions. Previous studies have pointed out that patient age is a critical factor influencing SCI prognosis. However, the role of microglia in age-related differences in SCI outcomes remains unclear. The current study aims to identify specific microglial subtypes and investigate their responses and functional differences in SCI recovery across different age groups. Single-cell RNA sequencing (scRNA-seq) data were obtained from the Gene Expression Omnibus (GEO) database, integrating multiple datasets to identify microglial subtypes. We performed pseudotime trajectory analysis and cell-cell communication analysis to understand microglial differentiation and interactions. Finally, immunofluorescence staining of mouse model samples was conducted to validate our bioinformatics findings. Microglia were classified into four subtypes: Homeostatic, Proliferating, Inflammatory A, and Inflammatory B. The Young SCI group exhibited a higher proportion of Homeostatic microglia and Inflammatory microglia A, whereas the old SCI group had more Inflammatory Microglia B but lacked Homeostatic Microglia. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses revealed that markers for homeostasis microglia were enriched in immune modulation pathways. While makers for Inflammatory Microglia were enriched in immune response pathways. Specifically, markers for Inflammatory microglia B were enriched in pathways associated with overactive immune response. Pseudotime analysis indicated that microglia in young mice predominantly differentiated into Inflammatory Microglia A and Homeostatic Microglia, whereas in old mice, they tended to only differentiate into Inflammatory Microglia B. CellChat analysis showed increased pro-inflammatory signaling generated by Inflammatory Microglia B, exclusively in the old group. Our study demonstrates significant differences in microglial subtypes and functions between different age groups following SCI. These findings provide novel insights into the development of age-related therapeutic strategies and microglia-targeted biological treatments for SCI.
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scRNA-Seq揭示了脊髓损伤后免疫反应的决定因素--依赖于年龄的小胶质细胞演变。
脊髓损伤(SCI)是一种使人衰弱的中枢神经系统(CNS)疾病,会导致感觉和运动功能严重受损。以往的研究指出,患者年龄是影响 SCI 预后的关键因素。然而,小胶质细胞在与年龄相关的 SCI 预后差异中的作用仍不清楚。目前的研究旨在确定特定的小胶质细胞亚型,并调查它们在不同年龄组 SCI 恢复中的反应和功能差异。我们从基因表达总库(GEO)数据库中获得了单细胞 RNA 测序(scRNA-seq)数据,并整合了多个数据集以确定小胶质细胞亚型。我们进行了伪时间轨迹分析和细胞间通讯分析,以了解小胶质细胞的分化和相互作用。最后,我们对小鼠模型样本进行了免疫荧光染色,以验证我们的生物信息学发现。小胶质细胞被分为四种亚型:年轻 SCI 组显示出较高比例的静态小胶质细胞和炎性小胶质细胞 A,而老年 SCI 组则有较多的炎性小胶质细胞 B,但缺乏静态小胶质细胞。基因本体(GO)和京都基因与基因组百科全书(KEGG)通路分析表明,稳态小胶质细胞的标记物富集在免疫调节通路中。而炎症性小胶质细胞的标记物则富集在免疫反应通路中。具体来说,炎性小胶质细胞 B 的标记物富集在与过度活跃的免疫反应相关的通路中。伪时间分析表明,年轻小鼠的小胶质细胞主要分化为炎性小胶质细胞 A 和稳态小胶质细胞,而老年小鼠的小胶质细胞往往只分化为炎性小胶质细胞 B。我们的研究表明,脊髓损伤后,不同年龄组的小胶质细胞亚型和功能存在显著差异。这些发现为开发与年龄相关的治疗策略和针对 SCI 的小胶质细胞生物疗法提供了新的见解。
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来源期刊
Brain Research Bulletin
Brain Research Bulletin 医学-神经科学
CiteScore
6.90
自引率
2.60%
发文量
253
审稿时长
67 days
期刊介绍: The Brain Research Bulletin (BRB) aims to publish novel work that advances our knowledge of molecular and cellular mechanisms that underlie neural network properties associated with behavior, cognition and other brain functions during neurodevelopment and in the adult. Although clinical research is out of the Journal''s scope, the BRB also aims to publish translation research that provides insight into biological mechanisms and processes associated with neurodegeneration mechanisms, neurological diseases and neuropsychiatric disorders. The Journal is especially interested in research using novel methodologies, such as optogenetics, multielectrode array recordings and life imaging in wild-type and genetically-modified animal models, with the goal to advance our understanding of how neurons, glia and networks function in vivo.
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