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巨噬细胞中焦亡相关基因的鉴定与探索通过单细胞和批量测序揭示坏死性小肠结肠炎的异质性

Identification and Exploration of Pyroptosis-Related Genes in Macrophage Cells Reveal Necrotizing Enterocolitis Heterogeneity Through Single-Cell and Bulk-Sequencing.

作者信息

Zhang Peipei, Li Ying, Xu Panpan, Zou Peicen, Sheng Sihan, Xiao Ruiqi, Xu Pu, Chen Ying, Du Yue, Ma Lishuang, Wang Yajuan

机构信息

Capital Institute of Pediatrics, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China.

Department of Neonatology, Capital Center for Children's Health, Capital Medical University, No. 2 Yabao Road, Chaoyang District, Beijing 100020, China.

出版信息

Int J Mol Sci. 2025 Apr 24;26(9):4036. doi: 10.3390/ijms26094036.

DOI:10.3390/ijms26094036
PMID:40362275
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12071306/
Abstract

Necrotizing enterocolitis (NEC) is an acute intestine dysfunction intestinal disorder characterized by inflammation and cell death, including pyroptosis. Previous studies have implicated pyroptosis, particularly via NLRP3 inflammatory activation, and contribute to the development of NEC. However, the genetic and molecular mechanisms underlying pyroptosis in NEC pathogenesis and sequelae remain unclear. Our study aimed to identify the pyroptosis-related cell populations and genes and explore potential therapeutic targets. Single-cell RNA sequencing (scRNA-seq) data were analyzed to identify the cell populations related to NEC and pyroptosis. Weighted gene correlation network analysis (WGCNA) of bulk RNA-seq was performed to identify gene modules associate with pyroptosis. Cell-cell communication was employed to investigate intercellular signaling networks. Gene Set Enrichment Analysis (GSEA) was conducted to compare the pathways enriched in the high and low TREM1-expressing subgroups. Immunofluorescence staining was performed to detect the TREM1CD163 macrophages in the intestines. PCR and Western blot were performed to detect the expression of mRNA and proteins in the intestine tissues and cells. scRNA-seq analysis revealed increased macrophage abundance in NEC, with one macrophage cluster (cluster 4) exhibiting a markedly elevated pyroptosis score. WGCNA identified a gene module (MEbrown) that positively correlated with pyroptosis. Five genes (, , , , and ) within this module were identified as potential diagnostic markers of pyroptosis. Furthermore, we identified a novel macrophage subpopulation, , in NEC. Cell-cell communication analysis suggested that macrophages interact with other cells primarily through the NAMPT/ITGA5/ITGB1 and CCL3/CCR1 pathways. GSEA revealed a significant association between high TREM1 expression and pathways related to pyroptosis, cell proliferation, and inflammation. In vivo and in vitro experiments confirmed an increase in macrophages in NEC-affected intestines. TREM1 inhibition in THP-1 cells significantly reduced the expression of pro-inflammatory cytokines and pyroptosis-related genes and proteins. We identified the macrophage population that plays a crucial role in pyroptosis during NEC progression. Our findings elucidate the biological functions and molecular mechanisms of TREM1, demonstrating its upregulation in vivo and pro-pyroptosis effects in vitro. These insights advance our understanding of the role of pyroptosis in NEC pathogenesis and suggest TREM1 is a potential therapeutic target for NEC.

摘要

坏死性小肠结肠炎(NEC)是一种以炎症和细胞死亡(包括焦亡)为特征的急性肠道功能障碍性肠道疾病。先前的研究表明焦亡,特别是通过NLRP3炎症激活,与NEC的发展有关。然而,NEC发病机制和后遗症中焦亡的遗传和分子机制仍不清楚。我们的研究旨在识别与焦亡相关的细胞群和基因,并探索潜在的治疗靶点。通过分析单细胞RNA测序(scRNA-seq)数据来识别与NEC和焦亡相关的细胞群。对批量RNA-seq进行加权基因共表达网络分析(WGCNA)以识别与焦亡相关的基因模块。利用细胞间通讯来研究细胞间信号网络。进行基因集富集分析(GSEA)以比较高表达和低表达TREM1亚组中富集的通路。进行免疫荧光染色以检测肠道中的TREM1+CD163巨噬细胞。进行PCR和蛋白质印迹以检测肠道组织和细胞中mRNA和蛋白质的表达。scRNA-seq分析显示NEC中巨噬细胞丰度增加,其中一个巨噬细胞簇(簇4)表现出明显升高的焦亡评分。WGCNA识别出一个与焦亡呈正相关的基因模块(MEbrown)。该模块中的五个基因(、、、和)被确定为焦亡的潜在诊断标志物。此外,我们在NEC中识别出一种新的巨噬细胞亚群,。细胞间通讯分析表明巨噬细胞主要通过NAMPT/ITGA5/ITGB1和CCL3/CCR1途径与其他细胞相互作用。GSEA显示高TREM1表达与焦亡、细胞增殖和炎症相关的通路之间存在显著关联。体内和体外实验证实NEC受累肠道中巨噬细胞增加。在THP-1细胞中抑制TREM1可显著降低促炎细胞因子以及焦亡相关基因和蛋白质的表达。我们识别出在NEC进展过程中焦亡中起关键作用的巨噬细胞群。我们的研究结果阐明了TREM1的生物学功能和分子机制,证明其在体内上调以及在体外具有促焦亡作用。这些见解推进了我们对焦亡在NEC发病机制中作用的理解,并表明TREM1是NEC的潜在治疗靶点。

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本文引用的文献

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Pilot Screening of TREM1 Inhibitors in Cell-Based Reporter Assays Reflecting TREM1/DAP12 Receptor Assembly and Functionality.在反映TREM1/DAP12受体组装及功能的细胞报告基因检测中对TREM1抑制剂进行初步筛选。
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Identification of pyroptosis-associated genes with diagnostic value in calcific aortic valve disease.在钙化性主动脉瓣疾病中具有诊断价值的焦亡相关基因的鉴定。
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TRIM45 aggravates microglia pyroptosis via Atg5/NLRP3 axis in septic encephalopathy.TRIM45 通过 Atg5/NLRP3 轴加重脓毒症性脑病中的小胶质细胞焦亡。
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