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揭示影响 CEP 动态平衡的关键 MSC 生态位和致病基因:单细胞和 WGCNA 的联合分析。

Revealing the Key MSCs Niches and Pathogenic Genes in Influencing CEP Homeostasis: A Conjoint Analysis of Single-Cell and WGCNA.

机构信息

Department of Orthopedic Surgery, Xijing Hospital, Air Force Medical University, Xi'an, China.

Department of Intensive Care Unit, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.

出版信息

Front Immunol. 2022 Jun 27;13:933721. doi: 10.3389/fimmu.2022.933721. eCollection 2022.

Abstract

Degenerative disc disease (DDD), a major contributor to discogenic pain, which is mainly resulted from the dysfunction of nucleus pulposus (NP), annulus fibrosis (AF) and cartilage endplate (CEP) cells. Genetic and cellular components alterations in CEP may influence disc homeostasis, while few single-cell RNA sequencing (scRNA-seq) report in CEP makes it a challenge to evaluate cellular heterogeneity in CEP. Here, this study conducted a first conjoint analysis of weighted gene co-expression network analysis (WGCNA) and scRNA-seq in CEP, systematically analyzed the interested module, immune infiltration situation, and cell niches in CEP. WGCNA and protein-protein interaction (PPI) network determined a group of gene signatures responsible for degenerative CEP, including BRD4, RAF1, ANGPT1, CHD7 and NOP56; differentially immune analysis elucidated that CD4 T cells, NK cells and dendritic cells were highly activated in degenerative CEP; then single-cell resolution transcriptomic landscape further identified several mesenchymal stem cells and other cellular components focused on human CEP, which illuminated niche atlas of different cell subpopulations: 8 populations were identified by distinct molecular signatures. Among which, NP progenitor/mesenchymal stem cells (NPMSC), also served as multipotent stem cells in CEP, exhibited regenerative and therapeutic potentials in promoting bone repair and maintaining bone homeostasis through SPP1, NRP1-related cascade reactions; regulatory and effector mesenchymal chondrocytes could be further classified into 2 different subtypes, and each subtype behaved potential opposite effects in maintaining cartilage homeostasis; next, the potential functional differences of each mesenchymal stem cell populations and the possible interactions with different cell types analysis revealed that JAG1, SPP1, MIF and PDGF etc. generated by different cells could regulate the CEP homeostasis by bone formation or angiogenesis, which could be served as novel therapeutic targets for degenerative CEP. In brief, this study mainly revealed the mesenchymal stem cells populations complexity and phenotypic characteristics in CEP. In brief, this study filled the gap in the knowledge of CEP components, further enhanced researchers' understanding of CEP and their cell niches constitution.

摘要

退行性椎间盘疾病(DDD)是椎间盘源性疼痛的主要原因,主要源于髓核(NP)、纤维环(AF)和软骨终板(CEP)细胞的功能障碍。CEP 的遗传和细胞成分改变可能会影响椎间盘的内稳态,但目前关于 CEP 的单细胞 RNA 测序(scRNA-seq)报告较少,因此评估 CEP 中的细胞异质性具有挑战性。在这里,本研究首次对 CEP 中的加权基因共表达网络分析(WGCNA)和 scRNA-seq 进行了联合分析,系统地分析了感兴趣的模块、CEP 中的免疫浸润情况和细胞龛。WGCNA 和蛋白质-蛋白质相互作用(PPI)网络确定了一组负责退行性 CEP 的基因特征,包括 BRD4、RAF1、ANGPT1、CHD7 和 NOP56;差异免疫分析表明,CD4 T 细胞、NK 细胞和树突状细胞在退行性 CEP 中高度激活;然后,单细胞分辨率转录组景观进一步鉴定了几个间充质干细胞和其他聚焦于人类 CEP 的细胞成分,阐明了不同细胞亚群的生态位图谱:通过不同的分子特征鉴定了 8 个群体。其中,NP 祖细胞/间充质干细胞(NPMSC)也作为 CEP 中的多能干细胞,通过 SPP1、NRP1 相关级联反应表现出促进骨修复和维持骨内稳态的再生和治疗潜力;调节和效应性间充质软骨细胞可进一步分为 2 种不同亚型,每种亚型在维持软骨内稳态方面表现出潜在的相反作用;接下来,对每个间充质干细胞群体的潜在功能差异以及与不同细胞类型的可能相互作用分析表明,不同细胞产生的 JAG1、SPP1、MIF 和 PDGF 等可以通过成骨或血管生成来调节 CEP 的内稳态,这可以作为退行性 CEP 的新治疗靶点。总之,本研究主要揭示了 CEP 中间充质干细胞群体的复杂性和表型特征。简而言之,本研究填补了 CEP 成分知识的空白,进一步增强了研究人员对 CEP 及其细胞龛结构的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b83/9271696/a79648e6fec2/fimmu-13-933721-g001.jpg

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