Investigating intestinal epithelium metabolic dysfunction in celiac disease using personalized genome-scale models.

IF 8.3 1区 医学 Q1 MEDICINE, GENERAL & INTERNAL BMC Medicine Pub Date : 2025-02-21 DOI:10.1186/s12916-025-03854-0
Chloe V McCreery, Drew Alessi, Katarina Mollo, Alessio Fasano, Ali R Zomorrodi
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Abstract

Background: Celiac disease (CeD) is an autoimmune condition characterized by an aberrant immune response triggered by the ingestion of gluten, which damages epithelial cells lining the small intestine. Small intestinal epithelial cells (sIECs) play key roles in the enzymatic digestion and absorption of nutrients, maintaining gut barrier integrity, and regulating immune response. Chronic inflammation and tissue damage associated with CeD disrupt the intricate network of metabolic processes in sIECs that support these functions, impairing their ability to perform their essential roles. However, the specific disrupted metabolic processes underlying sIECs dysfunction in CeD remain largely undefined.

Methods: To address this knowledge gap, personalized, sex-specific genome-scale models of sIECs metabolism were constructed using transcriptional data from intestinal biopsies of 42 subjects with active CeD, CeD in remission (on a gluten-free diet), and non-CeD controls. These models were computationally simulated under relevant dietary conditions for each group of subjects to assess the activity of several metabolic tasks essential for sIECs function and to profile metabolite secretion into the bloodstream and intestinal lumen.

Results: Significant alterations in the activity of 28 essential metabolic tasks were observed in active CeD and remission CeD, impacting critical processes integral to sIECs function such as oxidative stress regulation, nucleotide synthesis and DNA repair, energy production, and polyamine and amino acid metabolism. Additionally, altered secretion profiles of several metabolites, encompassing amino acids, vitamins, polyamines, lipids, and fatty acids, into the bloodstream were detected in active CeD and remission CeD patients. These findings were partially supported by comparisons with independent external datasets and further corroborated through extensive review of existing literature. Furthermore, a drug target analysis was performed, identifying 22 FDA-approved drugs that target genes encoding impaired sIECs metabolic functions in CeD, potentially helping to restore their normal activity.

Conclusions: This study unveils new insights into the metabolic reprogramming of sIECs in CeD, highlighting specific dysregulated metabolic processes that compromise cellular functions essential for gut health. These findings offer a foundation for developing therapeutic interventions targeting impaired metabolic processes in CeD.

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利用个性化基因组尺度模型研究乳糜泻肠上皮代谢功能障碍
背景:乳糜泻(CeD)是一种自身免疫性疾病,其特征是摄入麸质引发异常免疫反应,损害小肠上皮细胞。小肠上皮细胞(sIECs)在营养物质的酶消化和吸收、维持肠道屏障完整性和调节免疫反应中发挥关键作用。与CeD相关的慢性炎症和组织损伤破坏了siec中支持这些功能的复杂代谢过程网络,损害了它们发挥重要作用的能力。然而,在CeD中siec功能障碍背后的特定代谢中断过程在很大程度上仍未明确。方法:为了解决这一知识差距,利用42名患有活性CeD、缓解期CeD(无麸质饮食)和非CeD对照组的肠道活检的转录数据,构建了个性化、性别特异性的siec代谢基因组尺度模型。这些模型在每组受试者的相关饮食条件下进行了计算模拟,以评估siec功能所必需的几种代谢任务的活性,并描述代谢物分泌到血液和肠腔中。结果:在活性CeD和缓解CeD中,28种基本代谢任务的活性发生了显著变化,影响了siec功能不可或缺的关键过程,如氧化应激调节、核苷酸合成和DNA修复、能量产生、多胺和氨基酸代谢。此外,在活动期和缓解期CeD患者中,血液中几种代谢物的分泌谱发生了变化,包括氨基酸、维生素、多胺、脂质和脂肪酸。与独立外部数据集的比较部分支持了这些发现,并通过对现有文献的广泛回顾进一步证实了这些发现。此外,进行了药物靶标分析,确定了22种fda批准的药物,这些药物靶向编码CeD中受损siec代谢功能的基因,可能有助于恢复其正常活性。结论:本研究揭示了CeD中siec代谢重编程的新见解,强调了损害肠道健康所必需的细胞功能的特定失调代谢过程。这些发现为开发针对CeD代谢过程受损的治疗干预提供了基础。
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
BMC Medicine
BMC Medicine 医学-医学:内科
CiteScore
13.10
自引率
1.10%
发文量
435
审稿时长
4-8 weeks
期刊介绍: BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.
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