Abstract
Introduction
Currently, there exists no serum biomarker to predict patients likely to benefit from varicocelectomy. The purpose of this study was to assess the association between baseline follicle-stimulating hormone (FSH) and semen parameter changes after subinguinal microscopic varicocelectomy.
Methods
We retrospectively reviewed all men who underwent microscopic subinguinal varicocelectomy between August 2015 and October 2018. Pre- and postoperative semen analyses were stratified per total motile sperm count (TMSC): TMSC <5, 5–9, and >9 million (based on TMSC required for in vitro fertilization, intrauterine insemination [IUI], and natural conception, respectively). Then, variables were analyzed to determine the correlation with postoperative TMSC values and upgrade in TMSC category.
Results
Among the 66 men analyzed, 55 (83.3%) and 11 (16.7%) had a preoperative TMSC of <5 million and 5–9 million, respectively. A total of 33 (50%) patients upgraded in TMSC category, 26 of them achieving levels corresponding to natural conception and seven achieving those of IUI. Additionally, a significant correlation was observed between postoperative TMSC and preoperative TMSC (r=0.528; p<0.001), and preoperative FSH (r=−0.314; p=0.010). A lower preoperative FSH (odds ratio [OR] 0.82; 95% confidence interval [CI] 0.68–0.98; p=0.028) and a higher preoperative TMSC (OR 1.37; 95% CI 1.06–1.76; p=0.015) were associated with upgrade in TMSC category.
Conclusions
Lower preoperative FSH and higher TMSC are associated with improvement in TMSC category after varicocelectomy, although small sample size limited the study. FSH can be useful to identify men who are most likely to benefit from varicocele repair.
Introduction
The prevalence of varicoceles in men is approximately 15%.1,2 Although, the presence of a varicocele does not necessarily lead to male infertility, the prevalence of varicoceles among men with infertility is significantly higher, with up to 44% in those with primary infertility and up to 81% in those with secondary infertility.3,4 The incidence of varicoceles also appears to increase with age, with a higher incidence in the elderly population.5 In 1955, Tulloch was the first to describe the treatment of male infertility using varicocelectomy.6 Since then, several techniques for varicocele repair have been described, including through inguinal, subinguinal, laparoscopic, and microsurgical approaches, as well as through embolization. In infertile men with abnormal semen parameters and palpable varicoceles, varicocelectomies have been shown to significantly improve both semen analysis parameters and spontaneous pregnancy rates.7,8 Varicocelectomies have also been shown to have similar, clinically significant outcomes in subclinical varicoceles.9 That said, not all infertile men who undergo varicocele repair show improvements in semen analysis parameters, and spontaneous fertility rates remain low.10 Currently, excluding varicocele grade, no preoperative parameter has been identified as a reliable predictor of patients who are more likely to benefit from varicocele repair.11
Follicle-stimulating hormone (FSH) is a gonadotropin hormone produced by the anterior pituitary gland. It plays an important role in stimulating spermatogenesis and is involved in the negative feedback loop of the hypothalamic pituitary gonadal axis.12 As such, FSH levels can serve as a surrogate marker of the degree of spermatogenesis, and elevated levels could indicate impaired spermatogenesis. The normal reference range for FSH levels in males varies considerably between laboratories, with the upper end of normal ranging from 8 IU/L to 18 IU/L. Even within normal reference ranges, higher FSH levels correlate with increased risk for abnormal semen analysis.13 In a healthy population, men with grade II and III varicoceles have been found to have higher median FSH levels compared to those with absent or only grade I varicoceles.2
In this study, we aim to analyze different demographic and clinical variables (i.e., preoperative semen analysis, FSH, luteinizing hormone (LH), testosterone, varicocele grading, testes volume) and their correlation with postoperative semen parameters and association with upgrade in total motile sperm count (TMSC) category following microscopic subinguinal varicocelectomy.
Methods
After obtaining Institutional Review Board approval, a retrospective chart review was performed including all men who underwent microsurgical subinguinal varicocelectomy between August 2015 and October 2018. All procedures were performed by a single surgeon, and all varicoceles for repair were clinically palpable or detected by ultrasound, only if physical exam demonstrated a tight scrotum. Men with preoperative TMSC >9 million and/or subclinical varicoceles were excluded from the study.
Before surgery, all patients underwent an evaluation that consisted of a physical exam, hormonal profile, and semen analysis. Physical exam was used to determine testicular volume, (in cubic centimeters [cc] using an orchidometer), laterality, and varicocele grade. For patients with bilateral varicoceles, the highest grade was used to determine that patient’s overall varicocele grade. The preoperative hormone profile included FSH, LH, and testosterone.
The semen analysis parameters (at least two prior to surgery) that were recorded included volume, TMSC, concentration, and percent motility — the mean of the results of both studies was used for the data analysis. On followup after surgery, semen analyses were obtained within 3–6 months. Patients were instructed to remain abstinent for at least two days prior to providing pre-operative and postoperative semen samples. A single lab technician performed both semen analyses for all patients to minimize inter-observer variability.
Based on TMSC results from semen analysis, patients were categorized based upon corresponding candidacy for assisted reproductive technology (ART): in vitro fertilization (IVF, TMSC <5 million), intrauterine insemination (IUI, 5–9 million), and natural conception (>9 million). The primary outcome of the study was an upgrade in TMSC categories from preoperative to postoperative semen analyses. This method of categorizing and then classifying patients in regards to achievement of upgrade was based on prior studies by Samplaski et al and Masterson et al, in which the utility of varicocelectomy in allowing couples to use less invasive forms of ART was shown to be a primary benefit.14,15
Statistical analysis
Statistical analysis was performed with the SPSS version 24.0 (Chicago, IL, U.S.). Means and standard deviations (±SD) or medians and interquartile ranges (IQR) were calculated per the data distribution. Comparisons of the numerical variables between the group of patients that upgraded in TMSC category against the group that did not upgrade in TMSC category were performed using the Mann-Whitney U or Student t-test as required. Categorical variables were presented as absolute values and frequencies, and were analyzed with a Chi-square test. Furthermore, a Spearman correlational analysis was performed within the continuous variables and postoperative TMSC. Then, a multivariable-adjusted logistical regression analysis was performed to calculate the risk (odds ratio [OR]) for having a TMSC category upgraded. After that, to calculate the positive likelihood ratio (+LR) for TMSC category upgrade, patients were stratified based on achievement of upgrade into a 2 x 2 table based on the different FSH preoperative cutoff values (FSH ≤ the cutoff value that upgraded as A, FSH ≤ the cutoff value that did not upgrade as B, FSH > the cutoff value that upgraded as C, and FSH > the cutoff value that did not upgrade as D), and the +LR for upgrading of TMSC category for the different preoperative FSH ≤ the cutoff values were calculated.16 For this research, a p-value <0.05 was considered statistically significant.
Results
A total of 66 men who underwent microscopic subinguinal varicocelectomy were analyzed. Of the 55 patients initially classified within the IVF category, 18 (32.7%) achieved a TMSC corresponding to natural pregnancy and seven (12.7%) achieved that of IUI at 3–6 months after surgery. Of the 11 patients initially qualifying for the IUI category, eight achieved a TMSC corresponding to natural conception (Table 1). Thus, 33 (50%) patients were considered in the TMSC upgraded group.
Table 1.
Category after varicocelectomy | ||||
---|---|---|---|---|
|
||||
Preoperative category | Patients, n | IVF (<5 million) | IUI (5–9 million) | Natural pregnancy (>9 million) |
IVF (<5 million) | 55 | 30 (54.5%) | 7 (12.7%) | 18 (32.7%) |
IUI (5–9 million) | 11 | 1 (9.1%) | 2 (18.2%) | 8 (72.7%) |
IUI: intrauterine insemination; IVF: in vitro fertilization.
Overall, the mean age at surgery was 35.5 ± 7.3 years, median testicular volume was 14 cc (12–16), bilateral varicoceles were present in 19 (28.8%) patients, and the distribution of the varicoceles per grade were I=20 (30.3%), II=26 (39.4%), and III=20 (30.3%). When comparing both groups, there was no statistically significant difference between age at surgery (p=0.264), testicular volume (p=0.642), varicocele laterality (p=0.415), or grading (p=0.449). Even though an overall lower preoperative FSH was observed in the TMSC-upgraded group, this was not statistically significant (upgraded: 6.5 [4–8.7] [range 1.8–5.9] vs. not upgraded: 7.4 [4.9–14.2] [range 1.9–27.7]; p=0.119). Although in the preoperative semen there was no difference in the volume between groups, sperm concentration (4.5 vs. 1; p=0.001), total motility (20 vs. 6.4; p=0.009), and TMSC (2.2 vs. 0.2; p=0.002) were found to be significantly better in the patients who achieved an improvement of TMSC category (Table 2).
Table 2.
TMSC not upgraded n=33 (%) | TMSC upgraded n=33 (%) | p | |
---|---|---|---|
Age in years | 36.5±7.9 | 34.5±6.7 | 0.264 |
Highest varicocele grade | |||
I | 12 (36.4) | 8 (24.2) | |
II | 13 (39.4) | 13 (39.4) | |
III | 8 (24.2) | 12 (36.4) | 0.449 |
Laterality | |||
Unilateral | 22 (66.7) | 25 (75.8) | |
Bilateral | 11 (33.3) | 8 (24.2) | 0.415 |
Testes volume (cc) | 14 (12–15) | 14 (12–16) | 0.642 |
Testosterone (ng/dl) | 421 (300.5–605) | 439.5 (355.5–547.3) | 0.427 |
FSH (IU/ml) | 7.4 (4.9–14.2) | 6.5 (4–8.7) | 0.119 |
LH (IU/ml) | 4.9 (3.4–7.5) | 4.5 (3.4–6.1) | 0.980 |
Preoperative semen analysis characteristics | |||
Volume (cc) | 2.8 (2–3.5) | 2.3 (1.5–3.5) | 0.278 |
Concentration (million/c) | 1 (0.3–4.8) | 4.5 (2–11.7) | 0.001 |
Total motility | 6.4 (1.8–16.5) | 20 (5.5–38) | 0.009 |
TMSC (million) | 0.2 (0.01–1.8) | 2.2 (0.5–5.4) | 0.002 |
FSH: follicle-stimulating hormone; LH: luteinizing hormone; TMSC: total motile sperm count. Mean and ± standard deviation, median and interquartile range.
Then, after performing a correlational analysis between postoperative TMSC and other continuous variables, it was shown that age at surgery (r =−0.164; p=0.189), testes volume (r=0.162; p=193), semen volume (r=−0.087; p=0.485), preoperative testosterone (r=0.095; p=0.452), and preoperative LH (r=−0.116; p=0.400) were not statistically correlated with postoperative TMSC. On the other hand, a statistically significant correlation was observed between postoperative TMSC and preoperative TMSC (r =0.528; p<0.001), sperm concentration (r =0.528; p<0.001), total motility (r=0.404; p=0.001), and preoperative FSH (r=−0.314; p=0.010). After performing a multivariable adjusted analysis, we found preoperative TMSC and FSH to be associated with postoperative TMSC category improvement.
Our analysis indicates that higher preoperative TMSC is associated with better postoperative TMSC outcomes; for each million unit increase in preoperative TMSC, there is a risk of OR 1.37 (95% confidence interval [CI] 1.06–1.76; p=0.015) improvement of TMSC category, favoring improvement. On the other hand, higher preoperative FSH is associated with worse outcomes, suggesting that for each IU/ml increase of preoperative FSH, there is a risk, OR 0.82 (95% CI 0.68–0.98; p=0.028) of TMSC category improvement (Table 3). Furthermore, the tendency of a lower preoperative FSH to associate with better outcomes persists when analyzing the patients that had an improvement of TMSC category. The +LR of upgrading TMSC category decreases as the preoperative concentration of FSH increases, with the highest +LR of upgrading TMSC category associated with a FSH ≤11 IU/ml (+LR=1.40), while patients with FSH ≤16 IU/ml had a +LR under the unit (+LR=1.18) (Table 4).
Table 3.
Variable | OR | 95% CI | p |
---|---|---|---|
Age in years (1 unit increase) | 0.95 | 0.87–1.03 | 0.202 |
Highest varicocele grade | |||
I | 1 | ||
II | 0.53 | 0.11–2.53 | 0.426 |
III | 1.01 | 0.21–4.93 | 0.988 |
Laterality | |||
Unilateral | 1 | ||
Bilateral | 0.88 | 0.24–3.23 | 0.841 |
Testes volume (1 cc increase) | 0.90 | 0.71–1.14 | 0.386 |
Preoperative TMSC (1 million units increase) | 1.37 | 1.06–1.76 | 0.015 |
Preoperative FSH (1 IU/ml increase) | 0.82 | 0.68–0.98 | 0.026 |
Preoperative testosterone (10 ng/dl increase) | 1.02 | 0.98–1.05 | 0.368 |
Preoperative LH (1 IU/ml increase) | 1.34 | 0.91–1.98 | 0.135 |
FSH: follicle-stimulating hormone; CI: confidence interval; LH: luteinizing hormone; OR: odds ratio; TMSC: total motile sperm count.
Table 4.
FSH | TMSC upgraded n=33 | (%) +LR of TMSC upgrade |
---|---|---|
≤5 IU/ml | 11 (33.3) | 1.38 |
≤6 IU/ml | 16 (48.8) | 1.23 |
≤7 IU/ml | 20 (60.6) | 1.33 |
≤8 IU/ml | 24 (72.7) | 1.26 |
≤9 IU/ml | 26 (78.8) | 1.37 |
≤10 IU/ml | 27 (81.8) | 1.35 |
≤11 IU/ml | 28 (84.8) | 1.40 |
≤12 IU/ml | 29 (87.9) | 1.32 |
≤13 IU/ml | 29 (87.9) | 1.21 |
≤14 IU/ml | 31 (93.9) | 1.24 |
≤15 IU/ml | 32 (97) | 1.23 |
≤16 IU/ml | 33 (100) | 1.18 |
FSH: follicle-stimulating hormone; +LR: positive likelihood ratio.
Discussion
According to guidelines from the American Society for Reproductive Medicine (ASRM), varicocelectomy is indicated in men with infertility or desire for future fertility, with a palpable varicocele, whose timeline to conception is not a concern, and who has abnormal semen parameters.10 Varicocelectomy has been demonstrated as an effective treatment for infertile men; one meta-analysis shows the natural pregnancy rate remains low at 33% in treated patients compared to 15.5% in the control group.8 Increasing varicocele grade has been the most studied male prognostic factor of response to varicocelectomy,17 however, new evidence suggests that other factors, including baseline sperm density and reproductive hormones, may have a prognostic utility for varicocelectomy response.18 Furthermore, infertile men with varicoceles may also have concomitant causes of infertility and varicocele repair alone may be insufficient to achieve fertility in these men. In a study of 1213 men with infertility, 35.6% had idiopathic infertility with no clearly identifiable cause.19 Alongside semen parameter decreases in volume, motility, count, and normal morphology, FSH level has also been shown to increase as a man ages.20,21
In our study, we stratified men who underwent microsurgical varicocelectomy into their respective preoperative TMSC category (<5 million, 5–9 million, and >9 million) and assessed predictors of TMSC improvement. We found preoperative TMSC and FSH was scientifically correlated with postoperative TMSC, as higher preoperative TMSC and lower FSH are associated with an improvement in TMSC category postoperatively. Our findings are in line with the other reports that suggest higher baseline sperm parameters are associated with better postoperative semen analysis.18 Furthermore, in patients with varicoceles, preoperative FSH levels may serve as an indirect marker for spermatogenesis, with elevated levels suggesting a higher degree of dysfunction with a lower likelihood of improvement after varicocelectomy.
In a study performed in 123 patients by Shabana et al, FSH in those that responded to varicocelectomy was slightly lower than non-responders (7.4 IU/L vs. 7.9 IU/L; p=0.0833), although their univariable analysis, similar to that of this study, did not reach statistical significance.17 Our results scientifically indicate that preoperative FSH can be a predictive factor of postoperative TMSC, as a lower FSH (r=−0.314; p=0.010) scientifically correlated with postoperative TMSC (r=−0.314; p=0.010) and associated with TMSC category upgrade. Though in our study varicocele grade was non-significant, this might be attributed to the variability in physical exam and the absence of an objective measurement of varicocele grading.
Markers of spermatogenesis as predictors of response to varicocelectomy have not been extensively studied. Okada et al evaluated preoperative inhibin B and found that it was not a reliable predictor of response to varicocelectomy; however, this was done in a small sample of patients and followup is needed. That study also found that responders to varicocelectomy had significantly lower preoperative FSH levels compared to non-responders (5.8 IU/L vs. 8.9 IU/L; p<0.05), although postoperative FSH did not change significantly from preoperative levels in either responders and non-responders.22
The exact mechanism of how varicoceles affect spermatogenesis is not completely understood, but is likely multifactorial.23 Some authors have hypothesized that varicocele’s effect on spermatogenesis has a temporal and progressive effect, pointing to the significantly higher prevalence of varicoceles among men presenting with secondary infertility compared to primary infertility.4,24 Men with varicoceles have been shown to have increased testicular temperature and testicular hypoperfusion, both of which could have a negative impact on spermatogenesis through an effect on DNA repair potential and local ischemia, respectively.23 Increased oxidative stress also appears to play a role in the pathogenesis of varicoceles.25 The presence of anti-sperm antibodies has also been found more frequently in infertile men with varicoceles, and varicocele repair may lead to a reduction in the level of these antibodies.26,27 Our data indicates that within patients with varicoceles who have abnormal semen parameters, preoperative FSH levels are potentially useful in identifying those who are most likely to benefit from microsurgical varicocelectomy. In our cohort, the results suggest that for each IU/mL increase in FSH, there was a decreased chance of upgrading TMSC category (OR 0.82; p=0.026). Although we observed a tendency that indicates that lower values of preoperative FSH are associated with improvement of TMSC category, within the patients that improved TMSC categories, most had lower values of FSH; patients with an FSH ≤11 IU/ml had a higher chance of upgrading of TMSC category (+LR=1.40). Furthermore, in our cohort, all the patients that upgraded in TMSC category had a preoperative FSH ≤16 IU/ml (+LR=1.18).
Nonetheless, the change in the +LR observed as the FSH cutoff value increases should be interpreted in the context of the relatively small sample size of this study and in context of the other clinical variables of patient presentation. Thus, while men with lower preoperative FSH might have better postoperative outcomes, those with higher preoperative FSH levels might still benefit from microsurgical varicocelectomy, although they may not have as favorable a likelihood of upgrading in TMSC category as those with lower preoperative FSH values. Preoperative FSH could, therefore, serve as part of the predictor tools that help counsel infertile men who are considering varicocele repair, and identify those patients that have a higher likelihood of improvement of TMSC category.
Despite the strengths of the study — all the physical evaluations and procedures being performed by a single surgeon and all semen analyses performed by the same lab technician — limitations of the study need to be stated. Limitations included the inherent boundaries of a retrospective study, data from a single center, limited sample size, and variability in physical exam. Although our results seem reliable (relatively narrow confidence intervals given the sample size), further studies should evaluate the relationship in a sample of more than 300 patients to provide reliable results. Improvement in semen parameters may not translate into improved pregnancy rate; for this reason, we hope that further multicenter, randomized, control trials performed in larger cohorts analyze the association of postoperative TMSC and pregnancy rate with different preoperative variables, such as semen parameters, serum hormone concentrations (i.e., FSH, LH, testosterone, inhibin B), testicular volume, and varicocele grading measured with ultrasound.
Conclusions
Our study suggested associations between both lower preoperative FSH and higher preoperative TMSC in men who upgraded in ART-based TMSC categories after microsurgical varicocelectomy. Lower FSH levels can suggest preserved spermatogenesis and may be a useful preoperative prognostic tool to help identify those men with abnormal semen parameters who are most likely to benefit from varicocele repair.
Footnotes
Competing interests: Dr. Masterson has been a consultant for Aytu Biosciences; received a grant from Endo Pharmaceuticals; and participated in a phase 4 clinical trial on the effects of Natesto® on reproductive hormone s and semen parameters. Dr. Ramasamy has been a consultant for Acerus Pharmaceuticals, Aytu BioSciences, Boston Scientific, Coloplast, Endo Pharmaceuticals, and Nestle Health; has received grants from Aytu BioSciences, Boston Scientific, Coloplast, and Endo Pharmaceuticals; and has participated in clinical trials on shock wave therapy for ED supported by Aytu BioSciences. The remaining authors report no competing personal or financial interests related to this work.
This paper has been peer-reviewed.
References
- 1.øster J. Varicocele in children and adolescents: An investigation of the incidence among Danish school children. Scand J Urol and Nephrol. 1971;5:27–32. doi: 10.3109/00365597109133569. [DOI] [PubMed] [Google Scholar]
- 2.Damsgaard J, Joensen UN, Carlsen E, et al. Varicocele is associated with impaired semen quality and reproductive hormone levels: A study of 7035 healthy young men from six European countries. Eur Urol. 2016;70:1019–29. doi: 10.1016/j.eururo.2016.06.044. [DOI] [PubMed] [Google Scholar]
- 3.Jarow JP, Coburn M, Sigman M. Incidence of varicoceles in men with primary and secondary infertility. Urology. 1996;47:73–6. doi: 10.1016/S0090-4295(99)80385-9. [DOI] [PubMed] [Google Scholar]
- 4.Gorelick JI, Goldstein M. Loss of fertility in men with varicocele. Fertil Steril. 1993;59:613–6. doi: 10.1016/S0015-0282(16)55809-9. [DOI] [PubMed] [Google Scholar]
- 5.Canales BK, Zapzalka DM, Ercole CJ, et al. Prevalence and effect of varicoceles in an elderly population. Urology. 2005;66:627–31. doi: 10.1016/j.urology.2005.03.062. [DOI] [PubMed] [Google Scholar]
- 6.Tulloch WS. Varicocele in subfertility; results of treatment. BMJ. 1955;2:356–8. doi: 10.1136/bmj.2.4935.356. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Agarwal A, Deepinder F, Cocuzza M, et al. Efficacy of varicocelectomy in improving semen parameters: New meta-analytical approach. Urology. 2007;70:532–8. doi: 10.1016/j.urology.2007.04.011. [DOI] [PubMed] [Google Scholar]
- 8.Marmar JL, Agarwal A, Prabakaran S, et al. Reassessing the value of varicocelectomy as a treatment for male subfertility with a new meta-analysis. Fertil Steril. 2007;88:639–48. doi: 10.1016/j.fertnstert.2006.12.008. [DOI] [PubMed] [Google Scholar]
- 9.Thirumavalavan N, Scovell JM, Balasubramanian A, et al. The impact of microsurgical repair of subclinical and clinical varicoceles on total motile sperm count: Is there a difference? Urology. 2018;120:109–13. doi: 10.1016/j.urology.2018.06.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Practice Committee of the American Society for Reproductive Medicine; Society for Male Reproduction and Urology. Report on varicocele and infertility: A committee opinion. Fertil Steril. 2014;102:1556–60. doi: 10.1016/j.fertnstert.2014.10.007. [DOI] [PubMed] [Google Scholar]
- 11.McGill J, Baker K, Sharma R, et al. Effect of microsurgical varicocele ligation on sperm DNA fragmentation, sperm concentration, and total motile sperm count in subfertile men. J Urol. 1991;187:e803. doi: 10.1016/j.juro.2012.02.2152. [DOI] [Google Scholar]
- 12.Simoni M, Weinbauer GF, Gromoll J, et al. Role of FSH in male gonadal function. Ann Endocrinol (Paris) 1999;60:102–6. [PubMed] [Google Scholar]
- 13.Gordetsky J, van Wijngaarden E, O’Brien J. Redefining abnormal follicle-stimulating hormone in the male infertility population. BJU Int. 2012;110:568–72. doi: 10.1111/j.1464-410X.2011.10783.x. [DOI] [PubMed] [Google Scholar]
- 14.Samplaski MK, Lo KC, Grober ED, et al. Varicocelectomy to “upgrade” semen quality to allow couples to use less invasive forms of assisted reproductive technology. Fertil Steril. 2017;108:609–12. doi: 10.1016/j.fertnstert.2017.07.017. [DOI] [PubMed] [Google Scholar]
- 15.Masterson TA, Greer AB, Ramasamy R. Time to improvement in semen parameters after microsurgical varicocelectomy in men with severe oligospermia. Can Urol Assoc J. 2019 Mar;13:E66–9. doi: 10.5489/cuaj.5408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.McGee S. Simplifying likelihood ratios. J Gen Intern Med. 2002;17:647–50. doi: 10.1046/j.1525-1497.2002.10750.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Shabana W, Teleb M, Dawod T, et al. Predictors of improvement in semen parameters after varicocelectomy for male subfertility: A prospective study. Can Urol Assoc J. 2015;9:E579–82. doi: 10.5489/cuaj.2808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Samplaski MK, Jarvi KA. Prognostic factors for a favorable outcome after varicocele repair in adolescents and adults. Asian J Androl. 2016;18:217–21. doi: 10.4103/1008-682X.169558. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Olesen IA, Andersson AM, Aksglaede L, et al. Clinical, genetic, biochemical, and testicular biopsy findings among 1213 men evaluated for infertility. Fertil Steril. 2017;107:74–82e7. doi: 10.1016/j.fertnstert.2016.09.015. [DOI] [PubMed] [Google Scholar]
- 20.Feldman HA, Longcope C, Derby CA, et al. Age trends in the level of serum testosterone and other hormones in middle-aged men: Longitudinal results from the Massachusetts male aging study. J Clin Endocrinol Metab. 2002;87:589–98. doi: 10.1210/jcem.87.2.8201. [DOI] [PubMed] [Google Scholar]
- 21.Mazur D, Lipshultz L. Infertility in the aging male. Curr Urol Rep. 2018;19:1–9. doi: 10.1007/s11934-018-0802-3. [DOI] [PubMed] [Google Scholar]
- 22.Okada H, Dobashi M, Kanzaki M, et al. Significance of serum inhibin B concentration for evaluating improvement in spermatogenesis after varicocelectomy. Hum Reprod. 2001;16:1945–9. doi: 10.1093/humrep/16.9.1945. [DOI] [PubMed] [Google Scholar]
- 23.Clavijo RI, Carrasquillo R, Ramasamy R. Varicoceles: Prevalence and pathogenesis in adult men. Fertil Steril. 2017;108:364–9. doi: 10.1016/j.fertnstert.2017.06.036. [DOI] [PubMed] [Google Scholar]
- 24.Witt MA, Lipshultz LI. Varicocele: A progressive or static lesion? Urology. 1993;42:541–3. doi: 10.1016/0090-4295(93)90268-F. [DOI] [PubMed] [Google Scholar]
- 25.Agarwal A, Sharma RK, Desai NR, et al. Role of oxidative stress in pathogenesis of varicocele and infertility. Urology. 2009;73:461–9. doi: 10.1016/j.urology.2008.07.053. [DOI] [PubMed] [Google Scholar]
- 26.Djaladat H, Mehrsai A, Rezazade M, et al. Varicocele and anti-sperm antibody: Fact or fiction? South Med J. 2006;99:44–7. doi: 10.1097/01.smj.0000197036.08282.70. [DOI] [PubMed] [Google Scholar]
- 27.Knudson G, Ross L, Stuhldreher D, et al. Prevalence of sperm bound antibodies in infertile men with varicocele: The effect of varicocele ligation on antibody levels and semen response. J Urol. 1994;151:1260–2. doi: 10.1016/S0022-5347(17)35226-6. [DOI] [PubMed] [Google Scholar]