Developing a novel prediction model for the impact of varicocelectomy on postoperative fertility

Predictability of varicocele repair success: preliminary results of a machine learning-based approach

Varicocele is a prevalent condition in the infertile male population. However, to date, which patients may benefit most from varicocele repair is still a matter of debate. The purpose of this study was to evaluate whether certain preintervention sperm parameters are predictive of successful varicocele repair, defined as an improvement in total motile sperm count (TMSC). We performed a retrospective study on 111 patients with varicocele who had undergone varicocele repair, collected from the Department of Endocrinology, Metabolic Diseases and Nutrition, University of Catania (Catania, Italy), and the Unit of Urology at the Selcuk University School of Medicine (Konya, Türkiye). The predictive analysis was conducted through the use of the Brain Project, an innovative tool that allows a complete and totally unbiased search of mathematical expressions that relate the object of study to the various parameters available. Varicocele repair was considered successful when TMSC increased by at least 50% of the preintervention value. For patients with preintervention TMSC below 5 × 106, improvement was considered clinically relevant when the increase exceeded 50% and the absolute TMSC value was >5 × 106. From the preintervention TMSC alone, we found a model that predicts patients who appear to benefit little from varicocele repair with a sensitivity of 50.0% and a specificity of 81.8%. Varicocele grade and serum follicle-stimulating hormone (FSH) levels did not play a predictive role, but it should be noted that all patients enrolled in this study were selected with intermediate- or high-grade varicocele and normal FSH levels. In conclusion, preintervention TMSC is predictive of the success of varicocele repair in terms of TMSC improvement in patients with intermediate- or high-grade varicoceles and normal FSH levels.

Are varicoceles the holy grail of Andrology?

Varicoceles are a common condition affecting up to 15% of men in the general population, and up to 40% of men with infertility. A varicocele is an abnormal dilation of the veins within the scrotum, which can lead to reduced sperm production and testicular damage, resulting in infertility. Despite the prevalence of varicoceles, much remains to be discovered about their diagnosis, treatment, and long-term impact. Varicoceles are considered the 'holy grail' of Andrology because they represent a complex, multifactorial condition that requires a comprehensive approach to diagnosis and treatment. While surgical repair of varicoceles has been shown to improve fertility outcomes in some cases, there is still debate about the best approach to diagnosis and treatment, and long-term outcomes are not well understood. Advances in diagnostic imaging, such as color Doppler ultrasound, have improved our ability to identify varicoceles, but more research is needed to fully understand the impact of this condition on male fertility and overall health. As such, varicoceles represent an ongoing area of investigation in Andrology with much progress to be made in terms of diagnosis, treatment, and long-term impact.

Impact of body mass index on semen parameters and reproductive hormones among men undergoing microsurgical subinguinal varicocelectomy

Background

Few studies assessed the relationships between BMI and post varicocelectomy semen quality and fertility potential and they reported inconsistent findings.

Objective

To assess the association of BMI with semen parameters and reproductive hormones before and after microsurgical varicocelectomy.

Materials and Methods

Retrospective chart review in a tertiary infertility center. Of 1170 patients with clinical varicocele during the study period (8 years), 813 patients were eligible and included. Patients were grouped into: Group A (kg/m2, n = 251 patients), B (BMI 25-29.9 kg/m2, n = 289), C (BMI 30-34.9 kg/m2, n = 183) and D (kg/m2, n = 90). Clinical data, semen parameters, sperm DNA fragmentation and hormonal profile were collected before and 3 months after microsurgical varicocelectomy.

Results

Patients' mean age was 35.87 ± 8.17 years. Higher-grade varicocele was significantly more prevalent in the lower BMI groups. BMI was significantly negatively correlated with preoperative sperm concentration, total motility progressive motility and total motile sperm count. Pre-operatively, sperm concentration, total motility, progressive motility and total motile sperm count showed significant differences between BMI groups, where higher BMI (Groups C and D) exhibited the poorest semen parameters. Postoperatively, all groups showed significant improvement in sperm concentration compared with pre-operative values. However, total and progressive motility were significantly improved in Groups A, B and C, while in Group D (highest BMI), total motility improved clinically but not statistically, progressive motility did not display improvement, and total motile sperm count was significantly improved only in Groups B and C. Postoperatively, mean improvements in semen parameters across the BMI groups were not significantly different, except for morphology, which improved significantly more in the less obese patients.

Conclusion

For infertile patients with clinical varicocele undergoing micro-surgical varicocelectomy, BMI appears not to impact the improvements across most of the semen parameters and hormones. The procedure might improve the fertility potential.

Counseling for the man with severe male infertility

PURPOSE OF REVIEW

This review summarize the proper counseling for men with severe male factor infertility.

RECENT FINDINGS

Men who are experiencing infertility should have a semen analysis, the results of which may imply additional investigations, including genetic and hormonal. Moreover, possible modifiable factors that may harm men's reproductive health should be carefully evaluated. Finally, different treatment options are available.

SUMMARY

Approximately 15% of couples struggle with infertility. Complete evaluations of both men and women are required to determine the etiology of infertility and determine appropriate treatment.