肠道微生物群与结直肠癌患者低密度脂蛋白胆固醇代谢及微生物致病性的关联分析

IF 3.9 2区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Lipids in Health and Disease Pub Date : 2024-11-08 DOI:10.1186/s12944-024-02333-4
Mingjian Qin, Zigui Huang, Yongqi Huang, Xiaoliang Huang, Chuanbin Chen, Yongzhi Wu, Zhen Wang, Fuhai He, Binzhe Tang, Chenyan Long, Xianwei Mo, Jungang Liu, Weizhong Tang
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引用次数: 0

摘要

背景:结直肠癌(CRC)是全球最常见的胃肠道恶性肿瘤,肥胖引起的脂质代谢紊乱在其发展过程中起着至关重要的作用。肠道微生物群通过微生物群代谢物途径与肠道肿瘤的发生发展之间存在着复杂的联系。代谢紊乱经常改变肠道微生物群,损害免疫和细胞功能,加速癌症进展:本研究通过对 181 例 CRC 患者的粪便样本进行 16S rRNA 测序,结合术前低密度脂蛋白胆固醇(LDL-C)水平和 RNA 测序数据,对肠道微生物群进行了深入研究。研究内容包括微生物多样性比较、差异微生物分析、微生物群、肿瘤微环境免疫细胞和免疫基因之间的关联探讨、微生物相关宿主基因潜在生物学功能的富集分析,以及通过微生物预测低密度脂蛋白胆固醇状态:结果:分析显示,在不同的低密度脂蛋白胆固醇代谢状态下,CRC 患者肠道微生物群的α和β多样性指数差异无统计学意义。患者的低密度脂蛋白胆固醇代谢状况各不相同,导致其肠道微生物群分为两个不同的群组。低密度脂蛋白胆固醇代谢不正常的患者有较高浓度的十二种肠道微生物群,它们与各种免疫细胞和免疫相关基因有关,影响肿瘤免疫。在正常的低密度脂蛋白胆固醇代谢条件下,保护性微生物 Anaerostipes_caccae 与涉及内质网未折叠蛋白反应负调控的 GO 生物过程通路呈显著负相关。利用肠道微生物群差异建立的 XGBoost 和 MLP 模型都能从生物学角度预测 CRC 患者的低密度脂蛋白胆固醇水平:结论:CRC 患者的肠道微生物群会影响低密度脂蛋白胆固醇的代谢状态。结论:CRC 患者的肠道微生物群会影响低密度脂蛋白胆固醇的代谢状态,随着低密度脂蛋白胆固醇水平的升高,肠道微生物群会调节肿瘤微环境中免疫细胞的功能和基因表达,从而影响癌症相关通路并促进 CRC 的进展。低密度脂蛋白胆固醇及其相关的肠道微生物群可为 CRC 患者的临床评估和治疗提供非侵入性标记。
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Association analysis of gut microbiota with LDL-C metabolism and microbial pathogenicity in colorectal cancer patients.

Background: Colorectal cancer (CRC) is the most common gastrointestinal malignancy worldwide, with obesity-induced lipid metabolism disorders playing a crucial role in its progression. A complex connection exists between gut microbiota and the development of intestinal tumors through the microbiota metabolite pathway. Metabolic disorders frequently alter the gut microbiome, impairing immune and cellular functions and hastening cancer progression.

Methods: This study thoroughly examined the gut microbiota through 16S rRNA sequencing of fecal samples from 181 CRC patients, integrating preoperative Low-density lipoprotein cholesterol (LDL-C) levels and RNA sequencing data. The study includes a comparison of microbial diversity, differential microbiological analysis, exploration of the associations between microbiota, tumor microenvironment immune cells, and immune genes, enrichment analysis of potential biological functions of microbe-related host genes, and the prediction of LDL-C status through microorganisms.

Results: The analysis revealed that differences in α and β diversity indices of intestinal microbiota in CRC patients were not statistically significant across different LDL-C metabolic states. Patients exhibited varying LDL-C metabolic conditions, leading to a bifurcation of their gut microbiota into two distinct clusters. Patients with LDL-C metabolic irregularities had higher concentrations of twelve gut microbiota, which were linked to various immune cells and immune-related genes, influencing tumor immunity. Under normal LDL-C metabolic conditions, the protective microorganism Anaerostipes_caccae was significantly negatively correlated with the GO Biological Process pathway involved in the negative regulation of the unfolded protein response in the endoplasmic reticulum. Both XGBoost and MLP models, developed using differential gut microbiota, could forecast LDL-C levels in CRC patients biologically.

Conclusions: The intestinal microbiota in CRC patients influences the LDL-C metabolic status. With elevated LDL-C levels, gut microbiota can regulate the function of immune cells and gene expression within the tumor microenvironment, affecting cancer-related pathways and promoting CRC progression. LDL-C and its associated gut microbiota could provide non-invasive markers for clinical evaluation and treatment of CRC patients.

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来源期刊
Lipids in Health and Disease
Lipids in Health and Disease 生物-生化与分子生物学
CiteScore
7.70
自引率
2.20%
发文量
122
审稿时长
3-8 weeks
期刊介绍: Lipids in Health and Disease is an open access, peer-reviewed, journal that publishes articles on all aspects of lipids: their biochemistry, pharmacology, toxicology, role in health and disease, and the synthesis of new lipid compounds. Lipids in Health and Disease is aimed at all scientists, health professionals and physicians interested in the area of lipids. Lipids are defined here in their broadest sense, to include: cholesterol, essential fatty acids, saturated fatty acids, phospholipids, inositol lipids, second messenger lipids, enzymes and synthetic machinery that is involved in the metabolism of various lipids in the cells and tissues, and also various aspects of lipid transport, etc. In addition, the journal also publishes research that investigates and defines the role of lipids in various physiological processes, pathology and disease. In particular, the journal aims to bridge the gap between the bench and the clinic by publishing articles that are particularly relevant to human diseases and the role of lipids in the management of various diseases.
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