Evidence map›Paper›PMID 41573207›Full record

ArticleFrontiers in endocrinology2025

Metabolomic profiling of varicocele-induced male infertility: insights from spermatic vein blood analysis.

Xiyi Wei, Zijie Yu, Shuai Wang, Da Zhong, Yichun Wang, Xi Zhang, Wenchuan Shao, Xinghan Yan, Chao Qin, Ninghong Song

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Xiyi WeiDepartment of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China.
Zijie YuDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Shuai WangDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Da ZhongDepartment of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China.
Yichun WangDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Xi ZhangDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Wenchuan ShaoDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Xinghan YanDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Chao QinDepartment of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Ninghong SongDepartment of Urology, The Affiliated Cancer Hospital of Nanjing Medical University & Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Varicocele (VC) is a leading cause of male infertility, but its pathophysiological mechanisms remain inadequately defined. This study aimed to characterize metabolic alterations in spermatic vein blood of varicocele patients with/without infertility (VI/VF groups) compared to healthy donors. Methods: We collected spermatic vein blood samples from VC patients and peripheral blood samples from healthy donors. VC patients scheduled for surgery were categorized into VF (without infertility) group or VI (with infertility) group based on fertility status, with healthy donors as the negative control (NC) group. Metabolic profiling of spermatic vein blood from VC patients and peripheral blood from healthy donors was performed using liquid chromatography-mass spectrometry (LC-MS). Semen parameters and ultrasound findings were recorded. Principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were employed to identify metabolic differences, followed by pathway enrichment analysis. Results: A total of 40 VC patients and 35 healthy donors were included in this study. Semen quality in the VI group was significantly compromised compared to VF and NC groups ( Conclusion: Untargeted metabolomics highlighted D-aspartic acid overexpression as a potential contributor to infertility in VC patients. This study provided only limited support for the retrograde reflux theory of renal and adrenal metabolites, while offering additional evidence consistent with the oxidative stress hypothesis. Oxidative stress-related metabolites may represent potential candidate diagnostic and therapeutic targets for VC-induced infertility.

Indexed as

Infertility, MaleMetabolomeMetabolomicsVaricoceleAdultBiomarkersCase-Control StudiesHumansMaleSemen AnalysisVeinsYoung AdultBiomarkersaspartatemale infertilitymetabolomicsoxidative stressvaricocele

Identifiers

PMID41573207
PMCPMC12819268

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.