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采用单细胞转录组学的纵向研究方法解析 IDD 进展过程中单核细胞/巨噬细胞的时序变化。

Deciphering the sequential changes of monocytes/macrophages in the progression of IDD with longitudinal approach using single-cell transcriptome.

机构信息

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

Department of Critical Care Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, Jiangsu, China.

出版信息

Front Immunol. 2023 Feb 1;14:1090637. doi: 10.3389/fimmu.2023.1090637. eCollection 2023.

DOI:10.3389/fimmu.2023.1090637
PMID:36817437
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9929188/
Abstract

Intervertebral disk degeneration (IDD) is a chronic inflammatory disease with intricate connections between immune infiltration and oxidative stress (OS). Complex cell niches exist in degenerative intervertebral disk (IVD) and interact with each other and regulate the disk homeostasis together. However, few studies have used longitudinal approach to describe the immune response of IDD progression. Here, we conducted conjoint analysis of bulk-RNA sequencing and single-cell sequencing, together with a series of techniques like weighted gene co-expression network analysis (WGCNA), immune infiltration analysis, and differential analysis, to systematically decipher the difference in OS-related functions of different cell populations within degenerative IVD tissues, and further depicted the longitudinal alterations of immune cells, especially monocytes/macrophages in the progression of IDD. The OS-related genes CYP1A1, MMP1, CCND1, and NQO1 are highly expressed and might be diagnostic biomarkers for the progression of IDD. Further landscape of IVD microenvironment showed distinct changes in cell proportions and characteristics at late degeneration compared to early degeneration of IDD. Monocytes/macrophages were classified into five distinct subpopulations with different roles. The trajectory lineage analysis revealed transcriptome alterations from effector monocytes/macrophages and regulatory macrophages to other subtypes during the evolution process and identified monocytes/macrophage subpopulations that had rapidly experienced the activation of inflammatory or anti-inflammatory responses. This study further proposed that personalized therapeutic strategies are needed to be formulated based on specific monocyte/macrophage subtypes and degenerative stages of IDD.

摘要

椎间盘退变 (IDD) 是一种慢性炎症性疾病,免疫浸润与氧化应激 (OS) 之间存在复杂的联系。退变椎间盘 (IVD) 中存在复杂的细胞生态位,它们相互作用并共同调节椎间盘的内稳态。然而,很少有研究采用纵向方法来描述 IDD 进展过程中的免疫反应。在这里,我们联合进行了 bulk-RNA 测序和单细胞测序分析,结合加权基因共表达网络分析 (WGCNA)、免疫浸润分析和差异分析等一系列技术,系统地解析了退变 IVD 组织中不同细胞群体的 OS 相关功能差异,并进一步描绘了免疫细胞,尤其是单核细胞/巨噬细胞在 IDD 进展过程中的纵向变化。OS 相关基因 CYP1A1、MMP1、CCND1 和 NQO1 表达上调,可能是 IDD 进展的诊断生物标志物。进一步的 IVD 微环境全景显示,与 IDD 的早期退变相比,晚期退变时细胞比例和特征发生了明显变化。单核细胞/巨噬细胞被分为五个具有不同作用的不同亚群。轨迹分析显示,在演化过程中,效应单核细胞/巨噬细胞和调节性巨噬细胞向其他亚型转变,同时确定了单核细胞/巨噬细胞亚群经历了快速的炎症或抗炎反应激活。这项研究进一步提出,需要根据特定的单核细胞/巨噬细胞亚型和 IDD 的退变阶段制定个性化的治疗策略。

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