使用个性化基因组规模模型研究乳糜泻中的肠上皮代谢功能障碍。
Investigating intestinal epithelium metabolic dysfunction in celiac disease using personalized genome-scale models.
作者信息
McCreery Chloe V, Alessi Drew, Mollo Katarina, Fasano Alessio, Zomorrodi Ali R
机构信息
Department of Biological Engineering, MIT, Cambridge, MA, USA.
Mucosal Immunology and Biology Research Center, Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA.
出版信息
BMC Med. 2025 Feb 21;23(1):95. doi: 10.1186/s12916-025-03854-0.
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.
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,从而损害小肠的上皮细胞。小肠上皮细胞(sIECs)在营养物质的酶促消化与吸收、维持肠道屏障完整性以及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sIECs中支持这些功能的复杂代谢过程网络,损害了它们执行基本功能的能力。然而,CeD中sIECs功能障碍背后具体的代谢过程紊乱情况仍 largely 未明确。
方法
为填补这一知识空白,利用来自42名患有活动性CeD、缓解期CeD(采用无麸质饮食)以及非CeD对照者的肠道活检转录数据,构建了个性化的、性别特异性的sIECs代谢基因组规模模型。在相关饮食条件下对每组受试者的这些模型进行计算模拟,以评估对sIECs功能至关重要的若干代谢任务的活性,并分析代谢物向血液和肠腔的分泌情况。
结果
在活动性CeD和缓解期CeD中观察到28项基本代谢任务的活性有显著改变,影响到sIECs功能不可或缺的关键过程,如氧化应激调节、核苷酸合成与DNA修复、能量产生以及多胺和氨基酸代谢。此外,在活动性CeD和缓解期CeD患者中检测到几种代谢物(包括氨基酸、维生素、多胺、脂质和脂肪酸)向血液中的分泌谱发生改变。这些发现部分得到与独立外部数据集比较的支持,并通过对现有文献的广泛综述进一步得到证实。此外,进行了药物靶点分析,确定了22种FDA批准的药物,这些药物靶向CeD中编码受损sIECs代谢功能的基因,可能有助于恢复其正常活性。
结论
本研究揭示了关于CeD中sIECs代谢重编程的新见解,突出了损害肠道健康所必需细胞功能的特定失调代谢过程。这些发现为开发针对CeD中受损代谢过程的治疗干预措施提供了基础。