ORIGINAL RESEARCH article
Front. Pharmacol.
Sec. Experimental Pharmacology and Drug Discovery
Volume 16 - 2025 | doi: 10.3389/fphar.2025.1568780
This article is part of the Research TopicAdvances in Biomarkers and Drug Targets: Harnessing Traditional and AI Approaches for Novel Therapeutic MechanismsView all 5 articles
Blood Metabolites as Mediators in Erectile Dysfunction: Insights from a Multi-Center Proteomics and Genetic Study
Provisionally accepted- 1The Second Affiliated Hospital of Kunming Medical University, Kunming, China
- 2Department of Urology, 920th Hospital of Joint Logistic Support Force, Kunming, Yunnan Province, China
- 3Yongzhou Central Hospital, Yongzhou, Hunan, China
- 4Qujing Second People’s Hospital, Qujing, Yunnan Province, China
- 5Kunming University of Science and Technology, Kunming, Yunnan Province, China
- 6No. 967 Hospital of PLA Joint Logistic Support Force, Dalian, Liaoning Province, China
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Objective: This study aims to identify circulating proteins causally associated with erectile dysfunction (ED) using Mendelian randomization (MR) analysis.We utilized two of the largest multi-center proteomics databases as exposures and the FinnGen database as the outcome source. A large-scale two-sample MR analysis, including coloc colocalization analysis and SMR(Summary data-based Mendelian Randomization)analysis, was conducted to evaluate the reliability of proteomic effects on ED outcomes. Additionally, MR mediation analysis involving 1,400 blood metabolites was performed to investigate how these proteins mediate the effect of blood metabolites on ED. Finally, protein-protein interaction analysis, pathway enrichment analysis, druggability assessments, and molecular docking were employed to further elucidate the mechanisms of ED and identify potential therapeutic targets.Results: Eight circulating proteins (AMN, ESM1, KIR2DL2, PIGR, SPINT1, SPP1, TNFRSF6B, TMEM9) were identified as causally associated with ED based on twosample MR and coloc colocalization criteria. Among these, five proteins (AMN, ESM1, KIR2DL2, PIGR, TNFRSF6B) satisfied SMR validation, while SPINT1, TMEM9, and SPP1 were excluded. Several of these proteins were found to mediate the relationship between metabolites and ED. These proteins are recognized as either druggable targets or existing drug targets, with molecular docking results demonstrating favorable interactions with various drug candidates.Using MR analysis, we identified five proteins associated with ED, clarified protein-mediated mechanisms, and proposed promising therapeutic targets for ED.
Keywords: Mendelian randomization, Proteomics, Erectile Dysfunction, Blood metabolites, precision therapy
Received: 30 Jan 2025; Accepted: 12 May 2025.
Copyright: © 2025 Chen, Zhao, Zhang, Zhu, Zuo, Nie, Fu, Wang, Tang and Fu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Haifeng Wang, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
Mengjun Tang, No. 967 Hospital of PLA Joint Logistic Support Force, Dalian, Liaoning Province, China
Shi Fu, The Second Affiliated Hospital of Kunming Medical University, Kunming, China
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