Evidence from Mendelian randomization analysis combined with meta-analysis for the causal validation of the relationship between 35 blood and urine metabolites and lumbar disc herniation
机构:[1]Department of Orthopaedics, First People’s Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
Lumbar disc herniation (LDH) is a prevalent condition affecting the spine. In recent years, a growing body of observational research has explored the influence of metabolites found in blood and urine on the development of LDH. By applying Mendelian randomization techniques to these metabolic markers, it becomes possible to uncover potential causal links with LDH, offering novel perspectives for its prevention and therapeutic intervention. This research employed a two-sample Mendelian randomization (MR) approach to explore the association between 35 metabolites found in blood and urine and the occurrence of LDH, utilizing datasets from 2 independent sources. The most notable findings from the MR analysis, particularly those obtained through the inverse variance weighted method, were further evaluated via meta-analysis. To enhance result reliability, multiple correction methods were applied to adjust the significance thresholds. Lastly, a reverse MR analysis was carried out to confirm the directional causal influence of the selected metabolites on LDH. MR analysis was performed to investigate the relationship between 35 blood and urine metabolites and LDH using data from the Finngen R10 and UK Biobank databases. The most significant results from both sets of MR analyses, derived using the inverse variance weighted method, were then subjected to a meta-analysis. Multiple corrections were applied to the significance thresholds in the meta-analysis, resulting in an odds ratio of 0.860 (95% confidence interval: 0.795-0.930, P = .0052). Additionally, the identified positive metabolites did not exhibit reverse causality with LDH in either dataset. Apolipoprotein acts as a protective factor against LDH, potentially reducing the risk of developing the condition and slowing its progression.
第一作者机构:[1]Department of Orthopaedics, First People’s Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
通讯机构:[*1]Department of Orthopaedics, First People’s Hospital of Kunming City & Calmette Affiliated Hospital of Kunming Medical University, 1228 Beijing Road, Panglong District, Kunming, Yunnan 650032, China
推荐引用方式(GB/T 7714):
Yang Jingze,Xu Wanxian,Chen Daolei,et al.Evidence from Mendelian randomization analysis combined with meta-analysis for the causal validation of the relationship between 35 blood and urine metabolites and lumbar disc herniation[J].MEDICINE.2025,104(25):doi:10.1097/MD.0000000000042749.
APA:
Yang, Jingze,Xu, Wanxian,Chen, Daolei,Yang, Haiqing&Zhou, Zhaowen.(2025).Evidence from Mendelian randomization analysis combined with meta-analysis for the causal validation of the relationship between 35 blood and urine metabolites and lumbar disc herniation.MEDICINE,104,(25)
MLA:
Yang, Jingze,et al."Evidence from Mendelian randomization analysis combined with meta-analysis for the causal validation of the relationship between 35 blood and urine metabolites and lumbar disc herniation".MEDICINE 104..25(2025)