{"title":"Causal insights into the role of metabolites in venous thromboembolism pathogenesis: A metabolome-wide mendelian randomization study.","authors":"Wei Hu, Yun Bei, Guoquan Chen, Junjun Xu, Mingdong Yang, Lingyan Yu, Wei He, Yani Hu, Fengqian Mao, Shunan Chen, Donghang Xu, Haibin Dai","doi":"10.1016/j.jtha.2025.03.022","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Venous thromboembolism (VTE) is a significant global health burden, and metabolic alterations play a key role in its pathogenesis. However, previous studies have been constrained by several limitations, hindering clarification of the causal role of metabolites.</p><p><strong>Methods: </strong>Genetic associations involving 690 plasma and 211 urinary metabolites were analyzed as exposures, while the outcomes for VTE were derived from a large-scale meta-analysis of genome-wide association studies. Metabolome-wide Mendelian randomization (MR) and colocalization analyses were performed to assess the causal role of metabolites in VTE. Metabolic pathway analysis was performed using MetOrigin, and druggability assessments were conducted to prioritize potential therapeutic targets. Additionally, a two-step MR framework was employed to elucidate the mediating effects of metabolites on the relationships between modifiable risk factors and VTE.</p><p><strong>Results: </strong>After Bonferroni correction, 51 plasma metabolites and 18 urinary metabolites were significantly associated with VTE risk. Colocalization evidence supported causal relationships for 37 metabolites with VTE. Eleven metabolic pathways were identified for VTE-related metabolites, and six metabolites were prioritized as potential therapeutic targets. Twenty-four modifiable risk factors were associated with 28 VTE-related metabolites, seven of which were linked to VTE risk. Mediation analyses further revealed significant mediating effect of 8 metabolites on how 6 modifiable factors influenced VTE.</p><p><strong>Conclusion: </strong>This study identifies potential metabolite biomarkers associated with VTE risk and uncovered the metabolic mediators between modifiable risk factors and VTE, offering new insights for future prevention and treatment strategies.</p>","PeriodicalId":17326,"journal":{"name":"Journal of Thrombosis and Haemostasis","volume":" ","pages":""},"PeriodicalIF":5.5000,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Thrombosis and Haemostasis","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jtha.2025.03.022","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Venous thromboembolism (VTE) is a significant global health burden, and metabolic alterations play a key role in its pathogenesis. However, previous studies have been constrained by several limitations, hindering clarification of the causal role of metabolites.
Methods: Genetic associations involving 690 plasma and 211 urinary metabolites were analyzed as exposures, while the outcomes for VTE were derived from a large-scale meta-analysis of genome-wide association studies. Metabolome-wide Mendelian randomization (MR) and colocalization analyses were performed to assess the causal role of metabolites in VTE. Metabolic pathway analysis was performed using MetOrigin, and druggability assessments were conducted to prioritize potential therapeutic targets. Additionally, a two-step MR framework was employed to elucidate the mediating effects of metabolites on the relationships between modifiable risk factors and VTE.
Results: After Bonferroni correction, 51 plasma metabolites and 18 urinary metabolites were significantly associated with VTE risk. Colocalization evidence supported causal relationships for 37 metabolites with VTE. Eleven metabolic pathways were identified for VTE-related metabolites, and six metabolites were prioritized as potential therapeutic targets. Twenty-four modifiable risk factors were associated with 28 VTE-related metabolites, seven of which were linked to VTE risk. Mediation analyses further revealed significant mediating effect of 8 metabolites on how 6 modifiable factors influenced VTE.
Conclusion: This study identifies potential metabolite biomarkers associated with VTE risk and uncovered the metabolic mediators between modifiable risk factors and VTE, offering new insights for future prevention and treatment strategies.
期刊介绍:
The Journal of Thrombosis and Haemostasis (JTH) serves as the official journal of the International Society on Thrombosis and Haemostasis. It is dedicated to advancing science related to thrombosis, bleeding disorders, and vascular biology through the dissemination and exchange of information and ideas within the global research community.
Types of Publications:
The journal publishes a variety of content, including:
Original research reports
State-of-the-art reviews
Brief reports
Case reports
Invited commentaries on publications in the Journal
Forum articles
Correspondence
Announcements
Scope of Contributions:
Editors invite contributions from both fundamental and clinical domains. These include:
Basic manuscripts on blood coagulation and fibrinolysis
Studies on proteins and reactions related to thrombosis and haemostasis
Research on blood platelets and their interactions with other biological systems, such as the vessel wall, blood cells, and invading organisms
Clinical manuscripts covering various topics including venous thrombosis, arterial disease, hemophilia, bleeding disorders, and platelet diseases
Clinical manuscripts may encompass etiology, diagnostics, prognosis, prevention, and treatment strategies.