Related Experiment Video
Updated: Aug 5, 2026

Combined Supine and Standing Imaging for Varicocele: An Improved Diagnostic Approach
Published on: November 22, 2024
Multimodal biomarker profiling in varicocele predicts surgical recovery
Lei Zheng1, Zhiming Wen1, Letian Wei1
1Department of Andrology and Sexual Medicine, The Second Affiliated Hospital of Dalian Medical University, Dalian, China.
Aims:
Varicocele (VC) remains a leading correctable cause of male infertility, yet standardized multimodal biomarkers are lacking for clinical stratification and outcome prediction.
Patients And Methods:
This prospective observational study enrolled 131 primary VC patients and 20 healthy controls, evaluating semen parameters, sperm DNA fragmentation index (DFI), testicular shear wave elastography (SWE), hormonal profiles, and inflammatory/metabolic markers.
Results:
VC patients showed reduced sperm progressive motility (sperm PM) (p < 0.001), elevated DFI (p = 0.002), increased abnormal sperm morphology (p < 0.001); smaller left (p = 0.002) and right (p = 0.029) testis, volume difference (p = 0.030); bilateral testicular stiffness (left p < 0.001, right p < 0.001); higher homocysteine (p = 0.001); and a lower T/E2 ratio (p = 0.030). DFI correlated negatively with sperm PM (r = -0.367, p < 0.001). Postoperative improvements were observed in sperm PM (p < 0.001), sperm morphology (p < 0.001), DFI (p < 0.001), left testicular elasticity (p < 0.001), right testicular elasticity (p < 0.001), homocysteine (p = 0.001), testosterone (p = 0.011), and the T/E2 ratio (p = 0.011). Preoperative DFI (OR =1.045), abnormal sperm morphology rate (OR =1.604), and sperm PM (OR =0.951) independently predicted complete semen parameter recovery at 3 months (AUC = 0.863, sensitivity 67.9%, specificity 89.5%).
Conclusion:
An integrated multimodal framework incorporating imaging, molecular, and functional biomarkers facilitates prognostic stratification and personalized management of varicocele-associated infertility.
Related Concept Videos
Varicose Veins II: Diagnostic Studies and Interprofessional Care
Venous Thrombosis II: Clinical Manifestations and Diagnostic Studies
