Identification of COPZ1 as a Shared Candidate Ferroptosis-Related Hub Gene in Periodontitis and Inflammatory Bowel Disease

IF 1.8 2区 医学 Q2 GENETICS & HEREDITY
Xin Yu, Yun Ruan, Zongying Zhang, Jiyuan Shi, Xinyu Gu, Yuyi Chen, Mengmeng Sang, Xiaorong Zhou, Yan Zhou, Liming Mao
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引用次数: 0

Abstract

Clinical and epidemiological evidence demonstrates a robust bidirectional link between inflammatory bowel disease (IBD) and periodontitis, with IBD patients having a significantly elevated risk of periodontitis. Although this association is well established, the shared molecular mechanisms remain unclear. Both IBD, including Crohn′s disease (CD) and ulcerative colitis (UC), and periodontitis feature aberrant ferroptosis activation, which drives oxidative damage and tissue breakdown. We therefore hypothesized that ferroptosis is a core pathogenic mechanism common to all three conditions. Using GEO transcriptomic data, we identified 116, 134, and 255 exploratory candidate ferroptosis-related differentially expressed genes in CD, UC, and periodontitis, respectively, with 55 candidate genes overlapping across all three conditions. Four machine learning–based feature selection algorithms consistently ranked COPZ1 as the top hub gene. In animal models of colitis and periodontitis, COPZ1 showed markedly elevated protein levels in inflamed intestinal and gingival tissues. In vitro experiments demonstrated that COPZ1 knockdown upregulated the expression of ferroptosis-inhibitory genes (Gpx4, Slc7a11, and Fth1) in RAW264.7-ASC macrophages under both basal and LPS-induced inflammatory conditions, and reversed LPS-mediated downregulation of Gpx4, suggesting that COPZ1 is involved in the regulation of ferroptosis in macrophages. Immune infiltration analysis revealed correlations between COPZ1 expression and the abundance of macrophages, neutrophils, B cell subsets, and T cell subsets, suggesting its association with differences in estimated immune cell composition. Single-cell RNA sequencing from CD patient biopsies further demonstrated heterogeneous COPZ1 expression across diverse intestinal immune cell types (including neutrophils, CD8+ T cells, CD4+ T cells, and macrophages) and linked to ferroptosis-associated intercellular signaling. In silico drug prediction identified nine small-molecule compounds that stably bound to COPZ1 through hydrogen bonds. Molecular dynamics simulations subsequently ranked BRD-K66453893 as the compound exhibiting the greatest structural stability among the tested candidates. Collectively, our findings identify COPZ1 as a shared candidate ferroptosis-related hub gene for CD, UC, and periodontitis, and highlight its association with the inflammatory immune microenvironment, thereby providing a promising therapeutic target for these interrelated chronic inflammatory disorders.

COPZ1在牙周炎和炎症性肠病中作为铁中毒相关中心基因的鉴定
临床和流行病学证据表明,炎症性肠病(IBD)和牙周炎之间存在强大的双向联系,IBD患者患牙周炎的风险显著升高。尽管这种关联已经确立,但共同的分子机制仍不清楚。包括克罗恩病(CD)和溃疡性结肠炎(UC)在内的IBD和牙周炎都以异常的上铁活化为特征,这导致氧化损伤和组织破坏。因此,我们假设铁下垂是这三种疾病共同的核心致病机制。利用GEO转录组学数据,我们分别在CD、UC和牙周炎中鉴定了116、134和255个探索性候选细胞凋亡相关差异表达基因,其中55个候选基因在所有三种情况下重叠。四种基于机器学习的特征选择算法一致将COPZ1列为最重要的枢纽基因。在结肠炎和牙周炎动物模型中,COPZ1在炎症的肠道和牙龈组织中的蛋白水平明显升高。体外实验表明,在基础和lps诱导的炎症条件下,COPZ1敲低可上调RAW264.7-ASC巨噬细胞中铁凋亡抑制基因Gpx4、Slc7a11和Fth1的表达,并逆转lps介导的Gpx4下调,提示COPZ1参与巨噬细胞铁凋亡的调控。免疫浸润分析显示,COPZ1的表达与巨噬细胞、中性粒细胞、B细胞亚群和T细胞亚群的丰度相关,表明其与估计免疫细胞组成的差异有关。来自CD患者活检的单细胞RNA测序进一步证实了COPZ1在不同肠道免疫细胞类型(包括中性粒细胞、CD8+ T细胞、CD4+ T细胞和巨噬细胞)中的异质表达,并与死铁相关的细胞间信号传导有关。计算机药物预测鉴定了9种小分子化合物,它们通过氢键稳定地与COPZ1结合。分子动力学模拟结果显示,BRD-K66453893在候选化合物中表现出最大的结构稳定性。总的来说,我们的研究结果确定了COPZ1是CD、UC和牙周炎的共同候选铁中毒相关枢纽基因,并强调了它与炎症免疫微环境的关联,从而为这些相关的慢性炎症疾病提供了一个有希望的治疗靶点。
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
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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