揭示TREM-1在乳糜泻中的作用:对谷蛋白衍生肽识别和炎症机制的计算机洞察

IF 6.3 2区 医学 Q1 BIOLOGY Computers in biology and medicine Pub Date : 2025-05-01 Epub Date: 2025-03-07 DOI:10.1016/j.compbiomed.2025.109981
Amanda de Oliveira Matos , Pedro Henrique dos Santos Dantas , José Rodrigues do Carmo Neto , Mike Telemaco Contreras Colmenares , Andrei Giacchetto Felice , Siomar de Castro Soares , Marcelle Silva-Sales , Helioswilton Sales-Campos
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引用次数: 0

摘要

乳糜泻(CD)是一种慢性肠病,其特征是对麸质永久不耐受。虽然CD与T细胞反应增强和不同先天免疫成分的参与有关,但髓系细胞(TREM)家族上表达的触发受体在该疾病中的作用尚不清楚。因此,由于TREM-1已经与其他炎症性肠病有关,并且考虑到其在炎症放大中的作用,我们假设它可能在CD的病理生理中发挥作用。方法和结果STRING工具用于预测TREM-1和CD信号通路之间的蛋白-蛋白相互作用网络。然后,进行分子对接和分子动力学模拟,探索TREM-1与α -麦胶蛋白衍生的不同肽(25-mer, 33-mer和p31-43)之间的潜在相互作用。最后,我们使用公共数据库中的转录组学数据来评估CD患者的TREM1基因表达及其信号通路相关基因。我们的研究结果发现TREM-1和CD标记之间存在关联,通过STRING分析和计算机模拟表明,受体可能识别α -麦胶蛋白肽,TREM-1/p31-43相互作用是最有可能发生的生物学相互作用。此外,TREM1及其信号通路在活动期CD患者中升高,而在临床缓解期患者中,其表达水平与健康对照组相似。综上所述,我们的研究结果表明TREM-1可能识别α -麦胶蛋白衍生的肽,TREM-1的激活可能参与了CD中观察到的肠道炎症。
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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Uncovering the role of TREM-1 in celiac disease: In silico insights into the recognition of gluten-derived peptides and inflammatory mechanisms

Background

Celiac disease (CD) is a chronic enteropathy characterized by a permanent intolerance to gluten. While CD has been associated with heightened T cell responses and the involvement of distinct innate immunity components, the role of the triggering receptor expressed on myeloid cells (TREM) family in this disease remains unclear. Thus, as TREM-1 has already been implicated in other inflammatory bowel diseases, and given its role in the amplification of inflammation, we hypothesized that it might play a role in the pathophysiology of CD.

Methods and results

the STRING tool was used to predict protein-protein interaction networks between TREM-1 and CD signaling pathways. Then, molecular docking and molecular dynamics simulations were conducted to explore potential interactions between TREM-1 and different peptides derived from alpha-gliadin (25-mer, 33-mer and p31-43). Finally, we used transcriptomic data, available from public repositories, to assess TREM1 gene expression, and genes involved in its signaling pathway, in CD patients. Our results found an association between TREM-1 and CD markers, with STRING analysis, and the in silico simulations suggesting that the receptor might recognize the alpha-gliadin peptides, with the TREM-1/p31-43 interaction as the most likely interaction to occur biologically. Furthermore, TREM1 and its signaling pathway were increased in patients with active CD, while in those in clinical remission, the expression levels were similar to healthy controls.

Conclusions

collectively, our findings suggest that TREM-1 might recognize alpha-gliadin derived peptides, and TREM-1's activation may contribute to the intestinal inflammation observed in CD.
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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