Evidence map›Paper›PMID 40529500›Full record

ArticleFrontiers in pharmacology2025

Blood metabolites as mediators in erectile dysfunction: insights from a multi-center proteomics and genetic study.

Junhao Chen, Junxian Zhao, Zhi Zhang, Xingcheng Zhu, Jieming Zuo, Zuqing Nie, Yuanzhi Fu, Haifeng Wang, Mengjun Tang, Shi Fu

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Observational
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Junhao Chen *Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Junxian Zhao *Department of Urology, 920th Hospital of Joint Logistics Support Force of Chinese People's Liberation Army, Kunming, Yunnan, China.
Zhi Zhang *Department of Urology, The Central Hospital of Yongzhou, Yongzhou, Hunan Province, China.
Xingcheng Zhu *Department of Clinical Laboratory, The Second People's Hospital of Qujing City, Qujing, Yunnan, China.
Jieming Zuo *Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Zuqing NieDepartment of central lab, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Yuanzhi FuKunming University of Science and Technology, Kunming, China.
Haifeng WangDepartment of Urology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
Mengjun TangOrthopedic Department, The 967th Hospital of Joint Logistic Support Force of PLA, Dalian, China.
Shi FuDepartment of Urology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aims to identify circulating proteins causally associated with erectile dysfunction (ED) using Mendelian randomization (MR) analysis. Methods: 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 two-sample 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. Conclusion: Using MR analysis, we identified five proteins associated with ED, clarified protein-mediated mechanisms, and proposed promising therapeutic targets for ED.

Indexed as

blood metaboliteserectile dysfunctionmendelian randomizationprecision therapyproteomics

Identifiers

PMID40529500
PMCPMC12171135

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