Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
The First Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, China.
Front Endocrinol (Lausanne). 2024 Aug 2;15:1388927. doi: 10.3389/fendo.2024.1388927. eCollection 2024.
Previous observational studies have suggested an association between gut microbiota and diabetic neuropathy (DN). However, confounding factors and reverse causality make the causal relationship between gut microbiota and DN uncertain. We aimed to investigate the interactive causal relationships between the abundance of gut microbiota and DN.
We conducted a Mendelian randomization (MR) analysis to examine the causal relationship between gut microbiota and DN. Genomic data on gut microbiota at the genus level were obtained from the MiBioGen Consortium, including 18,340 individuals of European descent. Data on diabetic polyneuropathy (DPN) were obtained from the FinnGen Consortium, which included 1,048 cases and 374,434 controls, while data on diabetic autonomic neuropathy (DAN) were also obtained from the FinnGen Consortium, including 111 cases and 374,434 controls. Causal effects were primarily estimated using inverse variance weighted (IVW) analysis, supplemented with four validation methods, and additional sensitivity analyses to assess the pleiotropy, heterogeneity, and robustness of instrumental variables.
The IVW analysis indicated that had a protective effect on DPN (OR = 0.715, 95% CI: 0.521-0.982, P = 0.038), and also showed a protective effect (OR = 0.602, 95% CI: 0.364-0.996, P = 0.048). On the other hand, had a promoting effect on DPN (OR = 1.449, 95% CI: 1.008-2.083, P = 0.045). (OR = 0.161, 95% CI: 0.035-0.733, P = 0.018), (OR = 3.033, 95% CI: 1.379-6.672, P = 0.006), and (OR = 2.595, 95% CI: 1.074-6.269, P = 0.034) were causally associated with DAN in the IVW analysis, with no evidence of heterogeneity or pleiotropy. Sensitivity analyses showed no significant pleiotropy or heterogeneity.
Our study identified a causal relationship between gut microbiota and the increased or decreased risk of diabetic neuropathy. These findings underscore the importance of adopting a comprehensive approach that combines gut microbiota modulation with other therapeutic interventions in the management of diabetic neuropathy.
先前的观察性研究表明肠道微生物群与糖尿病神经病变(DN)之间存在关联。然而,混杂因素和反向因果关系使得肠道微生物群与 DN 之间的因果关系不确定。我们旨在研究肠道微生物群丰度与 DN 之间的交互因果关系。
我们进行了孟德尔随机化(MR)分析,以研究肠道微生物群与 DN 之间的因果关系。从 MiBioGen 联盟获得了肠道微生物群属水平的基因组数据,包括 18340 名欧洲血统个体。DN 数据来自 FinnGen 联盟,其中包括 1048 例病例和 374434 例对照,而 DAN 数据也来自 FinnGen 联盟,其中包括 111 例病例和 374434 例对照。主要使用逆方差加权(IVW)分析估计因果效应,同时补充了四种验证方法,并进行了额外的敏感性分析,以评估工具变量的多效性、异质性和稳健性。
IVW 分析表明,对 DPN 具有保护作用(OR = 0.715,95%CI:0.521-0.982,P = 0.038),对 DPN 也具有保护作用(OR = 0.602,95%CI:0.364-0.996,P = 0.048)。另一方面,对 DPN 具有促进作用(OR = 1.449,95%CI:1.008-2.083,P = 0.045)。对 DPN 具有促进作用(OR = 0.161,95%CI:0.035-0.733,P = 0.018),对 DAN 具有促进作用(OR = 3.033,95%CI:1.379-6.672,P = 0.006),对 DAN 具有促进作用(OR = 2.595,95%CI:1.074-6.269,P = 0.034)在 IVW 分析中与 DAN 存在因果关系,且无异质性或多效性证据。敏感性分析未发现明显的多效性或异质性。
我们的研究确定了肠道微生物群与糖尿病神经病变风险增加或降低之间的因果关系。这些发现强调了在糖尿病神经病变的管理中采用综合方法,将肠道微生物群调节与其他治疗干预措施相结合的重要性。