Immune mechanisms and signatures in lethal and non-lethal sepsis revealed by single-cell transcriptomics.

IF 3.4 3区 医学 Q2 IMMUNOLOGY
Xinyang Zhang, Yunshi Cao, Zihui Zhao, Lijie Tang, Baozhong Zhang, Chunyu Liao, Ganwu Li, Wentong Cai
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引用次数: 0

Abstract

Sepsis is a life-threatening inflammatory syndrome caused by systemic infections, potentially leading to multi-organ failure and death. Due to patient heterogeneity, early and accurate diagnosis of sepsis, as well as stratification of patients by severity and potential outcomes, remains a huge challenge. In this study, we leveraged the genetic homogeneity of inbred mice to develop Escherichia coli-induced lethal and non-lethal sepsis models. Using single-cell RNA sequencing, we analyzed dynamic transcriptomes of peripheral blood mononuclear cells and found a marked expansion of monocytes during sepsis. A specific monocyte subset, designated Mono2, exhibited heightened expression of cytokines, chemokines, and pro-inflammatory pathways compared to other subsets. Notably, we observed a clear increasing trend in the abundance of Mono2 population in the lethal groups, and a decreasing trend in the non-lethal groups over time. Genes enriched in pro-inflammatory pathways (eg TNF and NF-κB signaling pathways) showed opposing trends in the 2 models: decreasing as mice recovered in the non-lethal model and increasing as mice succumbed to infection in the lethal model. Furthermore, we identified gene signatures corresponding to different stages of infection in the mouse models. By utilizing publicly available patient data, we validated the diagnostic potential of several genes and gene sets, including ANXA1+FPR1 and BCL2A1 for distinguishing septic patients from healthy individuals, and GBP2 for differentiating survivors from non-survivors. Collectively, this study highlights critical cellular and molecular signatures while providing insights into host immune mechanisms underlying sepsis progression and outcomes, offering valuable resources for advancing sepsis diagnosis and therapeutic strategies.

单细胞转录组学揭示致死性和非致死性败血症的免疫机制和特征。
败血症是一种由全身感染引起的危及生命的炎症综合征,可能导致多器官衰竭和死亡。由于患者的异质性,脓毒症的早期准确诊断以及根据严重程度和潜在结局对患者进行分层仍然是一个巨大的挑战。在这项研究中,我们利用近交小鼠的遗传同质性来建立大肠杆菌诱导的致死性和非致死性脓毒症模型。利用单细胞RNA测序,我们分析了外周血单核细胞的动态转录组,发现脓毒症期间单核细胞显著扩增。一个特定的单核细胞亚群,被称为Mono2,与其他亚群相比,表现出更高的细胞因子、趋化因子和促炎途径的表达。值得注意的是,随着时间的推移,我们观察到致死组中Mono2种群的丰度有明显的增加趋势,而非致死组中则有下降趋势。促炎通路中富集的基因(如TNF和NF-κB信号通路)在两种模型中呈现相反的趋势:在非致死模型中随着小鼠恢复而减少,在致死模型中随着小鼠感染死亡而增加。此外,我们在小鼠模型中确定了与不同感染阶段相对应的基因特征。通过利用公开可用的患者数据,我们验证了几个基因和基因集的诊断潜力,包括用于区分脓毒症患者和健康个体的ANXA1+FPR1和BCL2A1,以及用于区分幸存者和非幸存者的GBP2。总的来说,这项研究突出了关键的细胞和分子特征,同时提供了对败血症进展和结果的宿主免疫机制的见解,为推进败血症的诊断和治疗策略提供了宝贵的资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of immunology
Journal of immunology 医学-免疫学
CiteScore
8.20
自引率
2.30%
发文量
495
审稿时长
1 months
期刊介绍: The JI publishes novel, peer-reviewed findings in all areas of experimental immunology, including innate and adaptive immunity, inflammation, host defense, clinical immunology, autoimmunity and more. Special sections include Cutting Edge articles, Brief Reviews and Pillars of Immunology. The JI is published by The American Association of Immunologists (AAI)
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