脓毒症的免疫失调和预后:从翻译后角度的见解

IF 3.7 2区 医学 Q2 GENETICS & HEREDITY
Yifeng Ye, Qiaoling Chen, Dongjin Wu, Gaojie Yu, Jia’nan Liu, Yang Li, Zhihong Xu, Liang Lin
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引用次数: 0

摘要

脓毒症是一种由感染引发的危及生命的疾病,导致广泛的炎症、免疫功能障碍和多器官衰竭。尽管医学科学取得了进步,但早期发现、治疗和预后仍然是重大挑战。在本研究中,我们研究了棕榈酰转移酶ZDHHC19在脓毒症中的表达及其功能作用。我们的研究结果表明,在败血症期间,ZDHHC19在中性粒细胞中显著上调,并与疾病进展的关键炎症途径相关。ZDHHC19的高表达与免疫炎症过程(如胶原代谢、髓细胞活化和细胞粘附)的激活增加有关,同时抑制抗原呈递。此外,ZDHHC19表达与患者预后不良有关,较高的表达水平与死亡率增加和败血症休克相关。利用先进的计算工具,包括基于机器学习的核心基因选择的XGBoost和用于细胞通信分析的CellChat,我们确定了ZDHHC19调节的关键调控网络,揭示了其在免疫失调中的关键作用。这些发现表明,ZDHHC19可能作为败血症诊断和预后的潜在生物标志物,并为靶向治疗干预开辟了新的途径,旨在调节这种情况下的免疫反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Immune Dysregulation and Prognosis in Sepsis: Insights From a Posttranslational Perspective

Immune Dysregulation and Prognosis in Sepsis: Insights From a Posttranslational Perspective

Sepsis is a life-threatening condition triggered by infection, resulting in widespread inflammation, immune dysfunction, and multiorgan failure. Despite advances in medical science, early detection, treatment, and prognosis remain significant challenges. In this study, we investigated the expression and functional role of ZDHHC19, a palmitoyltransferase enzyme, in sepsis. Our results demonstrate that ZDHHC19 is significantly upregulated in neutrophils during sepsis and correlates with inflammatory pathways critical to disease progression. High ZDHHC19 expression was associated with increased activation of immune-inflammatory processes such as collagen metabolism, myeloid cell activation, and cell adhesion, while suppressing antigen presentation. Additionally, ZDHHC19 expression was linked to poor patient prognosis, with higher levels correlating with increased mortality and sepsis shock. Using advanced computational tools, including XGBoost for machine learning-based core gene selection and CellChat for cell communication analysis, we identified key regulatory networks modulated by ZDHHC19, revealing its pivotal role in immune dysregulation. These findings suggest that ZDHHC19 may serve as a potential biomarker for the diagnosis and prognosis of sepsis and open new avenues for targeted therapeutic interventions aimed at modulating immune responses in this condition.

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来源期刊
Human Mutation
Human Mutation 医学-遗传学
CiteScore
8.40
自引率
5.10%
发文量
190
审稿时长
2 months
期刊介绍: Human Mutation is a peer-reviewed journal that offers publication of original Research Articles, Methods, Mutation Updates, Reviews, Database Articles, Rapid Communications, and Letters on broad aspects of mutation research in humans. Reports of novel DNA variations and their phenotypic consequences, reports of SNPs demonstrated as valuable for genomic analysis, descriptions of new molecular detection methods, and novel approaches to clinical diagnosis are welcomed. Novel reports of gene organization at the genomic level, reported in the context of mutation investigation, may be considered. The journal provides a unique forum for the exchange of ideas, methods, and applications of interest to molecular, human, and medical geneticists in academic, industrial, and clinical research settings worldwide.
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