{"title":"The microbiome-derived metabolite trimethylamine N-oxide is associated with chronic kidney disease risk","authors":"Junyi Jiang, Peng Zhu, Xiaoying Ding, Li Zhou, Xiaoqiang Li, Yuyan Lei, Hao Wang, LuLu Chen, Xiang Li, Yunzhou Fei, Dongsheng Ouyang, Xiaohui Li, Wei Zhang","doi":"10.1007/s00253-025-13481-7","DOIUrl":null,"url":null,"abstract":"<p>Previous studies have established a correlation between the microbiome-derived metabolite trimethylamine <i>N</i>-oxide (TMAO) and decreased renal function, but with great heterogeneity. Moreover, population-based evidence remains scarce, particularly in Chinese populations. We designed a meta-analysis and a population-based cross-sectional study in China to examine the associations between TMAO and chronic kidney disease (CKD). In meta-analysis, among 2125 pooled subjects with 1240 controls and 885 CKD patients, a significant association was observed between TMAO and CKD, with a standardized mean difference of − 0.93 (95% confidence interval: − 1.11, − 0.75). Meta-regression analysis identified gender, age, and body mass index (BMI) as significant heterogeneity factors. In our population-based study of 5584 subjects with an estimated glomerular filtration rate (eGFR) ≥ 60 mL/min/1.73 m<sup>2</sup> from Sijing community, 100 developed CKD in 2 years. We matched 195 controls by age and gender from the 5484 non-CKD subjects. Male subjects and alcohol consumers exhibited a lower risk of CKD with adjusted odds ratio (OR) of 0.471 (<i>P</i> < 0.05) and 0.320 (<i>P</i> < 0.05), respectively. When comparing subjects in the lowest tertile of TMAO, adjusted OR reached to 1.243 (<i>P</i> > 0.05) for those in the middle and 2.123 (<i>P</i> < 0.05) in the highest tertile (<i>P</i> for trend < 0.05). TMAO demonstrated a moderate capacity to distinguish CKD from non-CKD subjects (AUC = 0.614, <i>P</i> < 0.01). Our findings indicate TMAO is significantly associated with the risk of CKD, and suggest age, gender, and BMI may confound the relationship between TMAO and CKD.</p><p><i>• Subjects with elevated TMAO levels have an increased risk of CKD.</i></p><p><i>• TMAO demonstrates a moderate capacity to distinguish CKD from non-CKD cases.</i></p><p><i>• Age, gender and BMI may confound the relationship between TMAO and CKD.</i></p>","PeriodicalId":8342,"journal":{"name":"Applied Microbiology and Biotechnology","volume":"109 1","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00253-025-13481-7.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Microbiology and Biotechnology","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s00253-025-13481-7","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Previous studies have established a correlation between the microbiome-derived metabolite trimethylamine N-oxide (TMAO) and decreased renal function, but with great heterogeneity. Moreover, population-based evidence remains scarce, particularly in Chinese populations. We designed a meta-analysis and a population-based cross-sectional study in China to examine the associations between TMAO and chronic kidney disease (CKD). In meta-analysis, among 2125 pooled subjects with 1240 controls and 885 CKD patients, a significant association was observed between TMAO and CKD, with a standardized mean difference of − 0.93 (95% confidence interval: − 1.11, − 0.75). Meta-regression analysis identified gender, age, and body mass index (BMI) as significant heterogeneity factors. In our population-based study of 5584 subjects with an estimated glomerular filtration rate (eGFR) ≥ 60 mL/min/1.73 m2 from Sijing community, 100 developed CKD in 2 years. We matched 195 controls by age and gender from the 5484 non-CKD subjects. Male subjects and alcohol consumers exhibited a lower risk of CKD with adjusted odds ratio (OR) of 0.471 (P < 0.05) and 0.320 (P < 0.05), respectively. When comparing subjects in the lowest tertile of TMAO, adjusted OR reached to 1.243 (P > 0.05) for those in the middle and 2.123 (P < 0.05) in the highest tertile (P for trend < 0.05). TMAO demonstrated a moderate capacity to distinguish CKD from non-CKD subjects (AUC = 0.614, P < 0.01). Our findings indicate TMAO is significantly associated with the risk of CKD, and suggest age, gender, and BMI may confound the relationship between TMAO and CKD.
• Subjects with elevated TMAO levels have an increased risk of CKD.
• TMAO demonstrates a moderate capacity to distinguish CKD from non-CKD cases.
• Age, gender and BMI may confound the relationship between TMAO and CKD.
期刊介绍:
Applied Microbiology and Biotechnology focusses on prokaryotic or eukaryotic cells, relevant enzymes and proteins; applied genetics and molecular biotechnology; genomics and proteomics; applied microbial and cell physiology; environmental biotechnology; process and products and more. The journal welcomes full-length papers and mini-reviews of new and emerging products, processes and technologies.