Department of Endocrinology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.
The First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China.
Front Endocrinol (Lausanne). 2024 Aug 2;15:1364280. doi: 10.3389/fendo.2024.1364280. eCollection 2024.
Gut microbiota (GM) homeostasis in the human body is closely associated with health, which can be used as a regulator for preventing the onset and progression of disease. Diabetic microvascular complications bring about not only a huge economic burden to society, but also miserable mental and physical pain. Thus, alteration of the GM may be a method to delay diabetic microvascular complications.
A two-sample Mendelian randomization (MR) analysis was conducted to reveal the causal inference between GM and three core diabetic microvascular complications, namely, diabetic kidney disease (DKD), diabetic retinopathy (DR), and diabetic neuropathy (DNP).
First, genome-wide association study (GWAS) summary statistics for GM from the MiBioGen consortium and three main diabetic microvascular complications acquired from the FinnGen research project were assessed. Second, a forward MR analysis was conducted to assess the causality of GM on the risk of DKD, DR, and DNP. Third, a series of sensitivity studies, such as heterogeneity tests, pleiotropy evaluations, and leave-one-out analyses, were further conducted to assess the accuracy of MR analysis. Finally, Steiger tests and reverse MR analyses were performed to appraise the possibility of reverse causation.
A total of 2,092 single-nucleotide polymorphisms related to 196 bacterial traits were selected as instrumental variables. This two-sample MR analysis provided strongly reasonable evidence that 28 genetically predicted abundance of specific GM that played non-negligible roles in the occurrence of DKD, DR, and DNP complications were causally associated with 23 GM, the odds ratio of which generally ranged from 0.9 to 1.1. Further sensitivity analysis indicated low heterogeneity, low pleiotropy, and high reliability of the causal estimates.
The study raised the possibility that GM may be a potential target to prevent and delay the progression of diabetic microvascular complications. Further experiments of GM therapy on diabetic microvascular complications are warranted to clarify their effects and specific mechanisms.
人体肠道微生物组(GM)的平衡与健康密切相关,可以作为预防疾病发生和进展的调节剂。糖尿病微血管并发症不仅给社会带来了巨大的经济负担,也给患者带来了巨大的身心痛苦。因此,GM 的改变可能是延缓糖尿病微血管并发症的一种方法。
采用双样本孟德尔随机化(MR)分析揭示 GM 与三种核心糖尿病微血管并发症(即糖尿病肾病(DKD)、糖尿病视网膜病变(DR)和糖尿病神经病变(DNP))之间的因果关系。
首先,评估了 MiBioGen 联盟的 GM 全基因组关联研究(GWAS)汇总统计数据和 FinnGen 研究项目获得的三种主要糖尿病微血管并发症。其次,进行正向 MR 分析以评估 GM 对 DKD、DR 和 DNP 风险的因果关系。然后,进一步进行了一系列敏感性研究,如异质性检验、多效性评估和逐一排除分析,以评估 MR 分析的准确性。最后,进行了 Steiger 检验和反向 MR 分析,以评估反向因果关系的可能性。
共选择了 2092 个与 196 种细菌特征相关的单核苷酸多态性作为工具变量。这项双样本 MR 分析提供了强有力的合理证据,表明 28 种遗传预测的特定 GM 丰度与 DKD、DR 和 DNP 并发症的发生有因果关系,这些 GM 丰度的比值比通常在 0.9 到 1.1 之间。进一步的敏感性分析表明,因果估计值具有低异质性、低多效性和高可靠性。
该研究提出了 GM 可能是预防和延缓糖尿病微血管并发症进展的潜在靶点的可能性。需要进一步进行 GM 治疗糖尿病微血管并发症的实验,以阐明其效果和具体机制。