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探索因果关系:全基因组测序数据库中糖尿病肾病和肠道微生物组的见解。

Exploring the causal connection: insights into diabetic nephropathy and gut microbiota from whole-genome sequencing databases.

机构信息

The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.

Department of Endocrinology, Zhujiang Hospital, Southern Medical University/The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China.

出版信息

Ren Fail. 2024 Dec;46(2):2385065. doi: 10.1080/0886022X.2024.2385065. Epub 2024 Aug 1.

Abstract

Over recent years, the prevalence of diabetes has been on the rise, paralleling improvements in living standards. Diabetic nephropathy (DN), a prevalent complication of diabetes, has also exhibited a growing incidence. While some clinical studies and reviews have hinted at a link between diabetic nephropathy and gut microbiota (GM), the nature of this connection, specifically its causative nature, remains uncertain. Investigating the causal relationship between diabetic nephropathy and gut microbiota holds the promise of aiding in disease screening and identifying novel biomarkers. In this study, we employed a two-sample Mendelian randomization analysis. Our dataset encompassed 4,111 DN patients from the GWAS database, juxtaposed with 308,539 members forming a control group. The aim was to pinpoint specific categories within the vast spectrum of the 211 known gut microbiota types that may have a direct causal relationship with diabetic nephropathy. Rigorous measures, including extensive heterogeneity and sensitivity analyses, were implemented to mitigate the influence of confounding variables on our experimental outcomes. Ultimately, our comprehensive analysis revealed 15 distinct categories of gut microbiota that exhibit a causal association with diabetic nephropathy. In summary, the phyla Bacteroidota and Verrucomicrobiae, the families Peptostreptococcaceae and Veillonellaceae, the genus Akkermansia, and the species Catenibacterium, Lachnoclostridium, Parasutterella, along with the orders Bacteroidales and Verrucomicrobiales, and the class Bacteroidetes were identified as correlates of increased risk for DN. Conversely, the family Victivallaceae, the species Eubacterium coprostanoligenes, and the Clostridium sensu stricto 1 group were found to be associated with a protective effect against the development of DN.These findings not only provide valuable insights but also open up novel avenues for clinical research, offering fresh directions for potential treatments.

摘要

近年来,糖尿病的患病率呈上升趋势,这与生活水平的提高是同步的。糖尿病肾病(DN)作为糖尿病的常见并发症,其发病率也在不断上升。虽然一些临床研究和综述暗示了糖尿病肾病和肠道微生物群(GM)之间存在联系,但这种联系的性质,特别是其因果关系,仍然不确定。研究糖尿病肾病和肠道微生物群之间的因果关系有望帮助进行疾病筛查和识别新的生物标志物。在这项研究中,我们采用了两样本孟德尔随机化分析。我们的数据集包括来自 GWAS 数据库的 4111 名 DN 患者,与 308539 名形成对照组的成员并列。目的是确定在 211 种已知肠道微生物群类型的广泛谱中,哪些特定类别可能与糖尿病肾病有直接的因果关系。我们实施了严格的措施,包括广泛的异质性和敏感性分析,以减轻混杂变量对我们实验结果的影响。最终,我们的综合分析揭示了 15 种不同的肠道微生物群类别,它们与糖尿病肾病有因果关系。总之,门细菌门和疣微菌门、科消化链球菌科和韦荣氏球菌科、属阿克曼氏菌和种拟杆菌、lachnoclostridium、Parasutterella 以及目拟杆菌目和疣微菌目和纲拟杆菌纲被确定为 DN 风险增加的相关因素。相反,科 Victivallaceae、种 Eubacterium coprostanoligenes 和严格梭菌 1 组被发现与 DN 发展的保护作用有关。这些发现不仅提供了有价值的见解,还为临床研究开辟了新的途径,为潜在的治疗方法提供了新的方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/445d/11299436/d1ed020cd581/IRNF_A_2385065_F0001_C.jpg

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