糖尿病足溃疡中免疫相关基因的全面转录组分析:糖尿病足溃疡中免疫相关基因的转录组学综合分析:机制和治疗靶点的新见解。

IF 4.8 2区 医学 Q2 IMMUNOLOGY
International immunopharmacology Pub Date : 2024-09-30 Epub Date: 2024-07-28 DOI:10.1016/j.intimp.2024.112638
Nan Jiang, Caimin Xu, Yulin Xu, Yusen Zhuo, Ping Chen, Shilong Deng, Zijuan Zhao, Yang Long, Xue Bai, Qiaozhi Wang, Qi Chen
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引用次数: 0

摘要

背景:糖尿病足溃疡(DFU)影响着四分之一的糖尿病患者,导致很高的截肢率和死亡率,给健康和经济带来沉重负担。糖尿病足溃疡的伤口愈合往往受到慢性炎症的影响,这凸显了免疫细胞的关键作用。然而,对免疫相关基因(IRGs)在 DFU 发病机制中的作用进行系统研究仍是一个空白。为了填补这一空白,我们的研究旨在探讨 IRGs 与 DFU 之间的关联:为了探索 DFU 免疫相关基因表达的生物学变化,我们对 10 名 DFU 患者和 11 名健康对照者的伤口活检组织进行了 RNA-seq 分析。通过 DEseq2 获得了 DFU 和正常样本之间的差异表达基因(DEGs)。通过与 ImmPort 数据库中的 IRG 列表交叉,确定了与免疫相关的差异表达基因。利用clusterProfiler和STRING数据库进行了功能富集分析和蛋白相互作用(PPI)分析,并利用Cytoscape中的cytoHubba插件计算了PPI网络的中心基因。CIBERSORT算法用于分析DFU的免疫浸润。并通过相关性分析探讨了免疫细胞浸润与枢纽基因之间的相关性。最后,为了验证我们的研究结果,利用外部 scRNA-seq 数据集和 RT-qPCR 证实了 DFU 中枢纽基因的转录变化:RNA-seq分析在DFU中发现了8800个DEGs,其中2351个上调,6449个下调。从 DEGs 和 IRGs 的交集中获得了 526 个差异 IRGs。对 DEGs 的富集函数分析表明,它们在免疫反应中发挥着重要作用。构建了 PPI 网络,并确定了包含 4 个枢纽基因的最重要模块。CIBERSORT分析显示,DFU与正常对照组在免疫细胞浸润方面存在显著差异。与正常组织相比,DFU 组织中静息 NK 细胞、M0 巨噬细胞和活化肥大细胞的比例较高,而静息树突状细胞、活化肥大细胞和活化 NK 细胞的比例相对较低。此外,对巨噬细胞 M1/M2 极化的分析表明,DFU 组织中的 M1/M2 比率高于正常组。最后,外部 scRNA-seq 数据集和 RT-qPCR 证实了 4 个中心基因的表达水平:与免疫相关的枢纽基因以及 DFU 组织与正常对照组之间免疫浸润的差异可能会为理解 DFU 愈合提供新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive transcriptomic analysis of immune-related genes in diabetic foot ulcers: New insights into mechanisms and therapeutic targets.

Background: Diabetic foot ulcers (DFU), affecting a quarter of diabetic patients and leading to high rates of amputation and mortality, pose significant health and economic burdens. Wound healing in DFU is often compromised by chronic inflammation, underscoring the critical role of immune cells. However, the systematic investigation of immune-related genes (IRGs) in DFU pathogenesis remains elusive. To address this gap, our study aims to explore the association between IRGs and DFU.

Methods: To explore biological changes in immune related gene expression in DFU, RNA-seq was performed on wound biopsies derived from 10 DFU patients and 11 healthy controls. Differentially expressed genes (DEGs) between DFU and normal samples were obtained by DEseq2. By intersecting the IRG list from the ImmPort database, the immune-related differentially expressed genes were identified. Function enrichment analysis and protein-protein interaction (PPI) analysis were applied by clusterProfiler and STRING database, and the hub genes of the PPI network were calculated by the cytoHubba plug-ins in Cytoscape. CIBERSORT algorithms was applied to analyze immune infiltration in DFU. And the correlation between immune cells infiltration and hub genes was explored by correlation analysis. Finally, to validate our findings, the transcriptional change of hub genes in DFU was confirmed using external scRNA-seq dataset and RT-qPCR.

Results: RNA-seq analysis detected 8,800 DEGs in DFUs, with 2,351 upregulated and 6,449 downregulated.526 differential IRGs were obtained from intersection of DEGs and IRGs. 526 differential IRGs were obtained from intersection of DEGs and IRGs. Enrichment function analysis of DEGs showed that they played a significant role in immune response. The PPI network was constructed, and the most significant module containing 4 hub genes was identified. CIBERSORT analysis showing that there was a significant difference between DFU and normal controls in the infiltration of immune cells. Compared with normal tissue, DFU tissue contained a higher proportion of resting NK cell, M0 macrophages, and activated mast cell, while resting dendritic cell, activated mast cell, and activated NK cell contributed to a relatively lower portion. Additionally, the analysis for M1/M2 polarization of macrophage cells shown that DFU tissue contained a higher M1/M2 ratio than normal group. Finally, the expression levels of 4 hub genes were confirmed by external scRNA-seq dataset and RT-qPCR.

Conclusions: The immune related hub genes and the difference in immune infiltration between DFU tissue and normal controls might provide new insight for understanding DFU healing.

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来源期刊
CiteScore
8.40
自引率
3.60%
发文量
935
审稿时长
53 days
期刊介绍: International Immunopharmacology is the primary vehicle for the publication of original research papers pertinent to the overlapping areas of immunology, pharmacology, cytokine biology, immunotherapy, immunopathology and immunotoxicology. Review articles that encompass these subjects are also welcome. The subject material appropriate for submission includes: • Clinical studies employing immunotherapy of any type including the use of: bacterial and chemical agents; thymic hormones, interferon, lymphokines, etc., in transplantation and diseases such as cancer, immunodeficiency, chronic infection and allergic, inflammatory or autoimmune disorders. • Studies on the mechanisms of action of these agents for specific parameters of immune competence as well as the overall clinical state. • Pre-clinical animal studies and in vitro studies on mechanisms of action with immunopotentiators, immunomodulators, immunoadjuvants and other pharmacological agents active on cells participating in immune or allergic responses. • Pharmacological compounds, microbial products and toxicological agents that affect the lymphoid system, and their mechanisms of action. • Agents that activate genes or modify transcription and translation within the immune response. • Substances activated, generated, or released through immunologic or related pathways that are pharmacologically active. • Production, function and regulation of cytokines and their receptors. • Classical pharmacological studies on the effects of chemokines and bioactive factors released during immunological reactions.
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