Department of Traumatic Surgery, Tongji Trauma Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Immunol. 2023 Jan 12;13:1090358. doi: 10.3389/fimmu.2022.1090358. eCollection 2022.
Trauma-induced immune dysfunction has been a major barrier to achieving reduced mortality, which is poorly understood. Autophagy is a crucial catabolic mechanism of immune cells during times of stress. Few studies have investigated the immune regulatory effects induced by autophagy after trauma. Here, we use single-cell transcriptomics analysis in a major trauma cohort to demonstrate the dominant role of autophagy in innate immune cells during the early stages of major trauma.
Single-cell transcriptional profiling of peripheral blood mononuclear cells (PBMCs) was performed, which were sampled from three control participants and five major trauma patients within 6 hours of injury. In detail, after single-cell RNA-sequence data processing, cell type annotation and cluster marker identification were performed. A genetic toolbox with 604 autophagy-related genes was used to monitor the autophagy levels in immune cells. In addition, all transcriptome RNA sequencing data obtained from PBMCs in a cohort of 167 major trauma patients were downloaded from gene expression omnibus (GEO) datasets (GSE36809). Key deregulated biological processes and important autophagic hub genes involved in immune cells were identified by weighted gene co-expression network analysis and gene ontology enrichment analysis.
A total of 20,445 differentially expressed genes were identified and five co-expression modules were constructed. Enrichment analysis indicated that activated autophagy is the most important biological process during the early stages of major trauma, and JMY (autophagy-related genes) were identified as hub genes. The single-cell transcriptional profiling of PBMCs demonstrated that all components of adaptive immune cells were significantly decreased, whereas components of innate immune cells (monocytes and neutrophils) were significantly increased in major trauma patients compared with control participants. Activated autophagy was detected in monocytes and neutrophils by monitoring the dynamic transcriptional signature of the autophagy-related genetic toolbox. Biological process analysis shows that antigen uptake, processing presentation, and major histocompatibility complex (MHC) class II protein complex assembly pathways were up-regulated in autophagy-positive monocytes, whereas antigen processing and presentation of endogenous antigen and type I interferon signaling pathways were up-regulated in autophagy-positive neutrophils during the early stages of major trauma.
Our study demonstrated that autophagy is a biological process crucial to the development of immune disorders in the early stages of major trauma. Furthermore, the results of our study generated a comprehensive single-cell immune landscape for major trauma patients, in which we determined that autophagy profoundly affects the main functions of innate immune cells and provides insight into the cellular basis of immune dysregulation after major trauma.
创伤诱导的免疫功能障碍一直是降低死亡率的主要障碍,但目前对此知之甚少。自噬是免疫细胞在应激时的一种重要的分解代谢机制。很少有研究调查创伤后自噬诱导的免疫调节作用。在这里,我们使用单细胞转录组学分析在一个主要创伤队列中,证明了自噬在主要创伤早期固有免疫细胞中的主导作用。
对来自三名对照参与者和五名主要创伤患者的外周血单核细胞 (PBMC) 进行单细胞转录组谱分析,这些患者在受伤后 6 小时内采样。详细地,在进行单细胞 RNA 测序数据处理后,进行细胞类型注释和聚类标记鉴定。使用包含 604 个自噬相关基因的遗传工具箱来监测免疫细胞中的自噬水平。此外,从基因表达综合 (GEO) 数据集 (GSE36809) 下载了来自 167 名主要创伤患者队列的所有 PBMC 转录组 RNA 测序数据。通过加权基因共表达网络分析和基因本体富集分析鉴定关键失调的生物学过程和涉及免疫细胞的重要自噬枢纽基因。
共鉴定出 20445 个差异表达基因,并构建了 5 个共表达模块。富集分析表明,激活的自噬是主要创伤早期最重要的生物学过程,JMY(自噬相关基因)被鉴定为枢纽基因。PBMC 的单细胞转录组谱分析表明,与对照参与者相比,主要创伤患者的适应性免疫细胞的所有成分均显著降低,而固有免疫细胞(单核细胞和中性粒细胞)的成分显著增加。通过监测自噬相关遗传工具箱的动态转录特征,在单核细胞和中性粒细胞中检测到激活的自噬。生物过程分析表明,在主要创伤早期,自噬阳性单核细胞中抗原摄取、加工呈递和主要组织相容性复合体 (MHC) Ⅱ类蛋白复合物组装途径上调,而自噬阳性中性粒细胞中内源性抗原的抗原加工和呈递以及 I 型干扰素信号通路上调。
我们的研究表明,自噬是主要创伤早期免疫紊乱发展的关键生物学过程。此外,我们的研究结果为主要创伤患者生成了全面的单细胞免疫图谱,我们确定自噬深刻影响固有免疫细胞的主要功能,并为主要创伤后免疫失调的细胞基础提供了深入了解。