Department of Obstetrics and Gynecology, Guangdong Provincial Key Laboratory of Major Obstetric Diseases, Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, Guangdong-Hong Kong-Macao Greater Bay Area Higher Education Joint Laboratory of Maternal-Fetal Medicine, Guangzhou, China.
Department of Neonatology, Guangzhou Key Laboratory of Neonatal Intestinal Diseases, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
Front Immunol. 2024 Jan 12;14:1277554. doi: 10.3389/fimmu.2023.1277554. eCollection 2023.
The interplay between gut microbiome genera and inflammatory kidney-related diseases, such as nephrotic syndrome, glomerulonephritis, tubulo-interstitial nephritis, and chronic kidney disease, has been observed. However, the causal relationships between specific bacterial genera and these renal diseases have not been fully elucidated.
To investigate the potential causal links between different genera of the gut microbiome and the susceptibility to various renal conditions utilizing two-sample Mendelian randomization (MR) analyses.
Genome-wide association study (GWAS) summary statistics of gut microbiota and inflammatory kidney-related diseases were obtained from published GWASs. Two-sample MR analyses were conducted using methods including inverse-variance weighted (IVW), MR Egger, and others to identify potential causal links between gut microbial genera and renal conditions. Sensitivity analyses, including Cochran's Q test and the MR-PRESSO global test, were performed to validate the robustness of the results and detect horizontal pleiotropy. In addition, a reverse MR analysis was conducted to assess reverse causation possibilities.
By synthesizing insights from both primary and sensitivity analyses, this study unveiled critical associations of 12 bacterial genera with nephrotic syndrome, 7 bacterial genera with membranous nephropathy, 3 bacterial genera with glomerulonephritis, 4 bacterial genera with acute tubulo-interstitial nephritis, 6 bacterial genera with chronic tubulo-interstitial nephritis, and 7 bacterial genera with chronic kidney disease. Various genera were pinpointed as having either positive or negative causal relationships with these renal conditions, as evidenced by specific ranges of IVW-OR values (all P< 0.05). The congruence of the sensitivity analyses bolstered the primary findings, displaying no marked heterogeneity or horizontal pleiotropy. Notably, the reverse MR analysis with nephritis as the exposure did not reveal any causal relationships, thereby strengthening the resilience and validity of the primary associations.
This study explored the causal associations between several gut microbial genera and the risk of several inflammatory kidney-related diseases, uncovering several associations between specific gut microbial genera and nephrotic syndrome, membranous nephropathy, glomerulonephritis, tubulo-interstitial nephritis, and chronic kidney disease. These findings enhance our understanding of the complex interplay between the gut microbiome and kidney diseases, and they will be beneficial for early diagnosis and subsequent treatment.
肠道微生物群落的种属与炎症性肾病(如肾病综合征、肾小球肾炎、肾小管间质性肾炎和慢性肾病)之间的相互作用已被观察到。然而,特定细菌种属与这些肾脏疾病之间的因果关系尚未完全阐明。
利用两样本孟德尔随机化(MR)分析,研究肠道微生物群落的不同种属与各种肾脏状况易感性之间的潜在因果关系。
从已发表的 GWAS 中获取肠道微生物群和炎症性肾病相关疾病的全基因组关联研究(GWAS)汇总统计数据。采用逆方差加权(IVW)、MR Egger 等方法进行两样本 MR 分析,以识别肠道微生物种属与肾脏疾病之间的潜在因果关系。进行敏感性分析,包括 Cochran's Q 检验和 MR-PRESSO 全局检验,以验证结果的稳健性并检测水平多效性。此外,进行了反向 MR 分析以评估反向因果关系的可能性。
通过综合主要分析和敏感性分析的结果,本研究揭示了 12 个细菌种属与肾病综合征、7 个细菌种属与膜性肾病、3 个细菌种属与肾小球肾炎、4 个细菌种属与急性肾小管间质性肾炎、6 个细菌种属与慢性肾小管间质性肾炎和 7 个细菌种属与慢性肾病之间的重要关联。各种种属被确定为与这些肾脏疾病具有正或负的因果关系,这一点通过特定范围的 IVW-OR 值(均 P<0.05)得到证实。敏感性分析的一致性支持了主要发现,没有显示出明显的异质性或水平多效性。值得注意的是,以肾炎为暴露因素的反向 MR 分析并未揭示任何因果关系,从而增强了主要关联的稳健性和有效性。
本研究探讨了几种肠道微生物种属与几种炎症性肾病相关疾病风险之间的因果关系,揭示了几种特定肠道微生物种属与肾病综合征、膜性肾病、肾小球肾炎、肾小管间质性肾炎和慢性肾病之间的关联。这些发现增强了我们对肠道微生物群与肾脏疾病之间复杂相互作用的理解,有助于早期诊断和后续治疗。