Skip to main content
Top
Published in: Reproductive Biology and Endocrinology 1/2021

Open Access 01-12-2021 | Varicocele | Research

Effect of somatometric parameters on the prevalence and severity of varicocele: a systematic review and meta-analysis

Authors: Runqing Li, Junjie Liu, Yushan Li, Quanxian Wang

Published in: Reproductive Biology and Endocrinology | Issue 1/2021

Login to get access

Abstract

Background

Published studies have shown contradictory results regarding the relationship between somatometric parameters and varicoceles. We performed a systematic review and meta-analysis to investigate the possible effects of age, height, weight, and body mass index (BMI) on the presence and severity of varicoceles.

Methods

Databases including EMBASE, MEDLINE, PubMed, Cochrane Library, China National Knowledge Infrastructure (CNKI), Web of Science, and Google Scholar were systematically searched to identify relevant articles published up to March 2020. Two researchers independently identified eligible articles and extracted data. Cochran’s Q statistic and I2 statistics were used to assess heterogeneity. Meta-analysis was performed using StataSE 12.0 software (StataCorp LP, USA). Random-effects models were used to obtain the weighted mean differences (WMDs) and 95% confidence intervals (CIs). Publication bias was assessed using Begg’s funnel plot and Egger’s regression test.

Results

The search strategy produced 272 articles, of which 18 articles were eligible according to the inclusion/exclusion criteria. A total of 56,325 patients with varicocele and 1,334,694 patients without varicocele were included in the meta-analysis to evaluate the effect of somatometric parameters on the presence and severity of varicocele. The overall results demonstrated that the presence of varicoceles was significantly associated with height (WMD = 1.41, 95% CI = 1.07 to 1.74, P < 0.001) and inversely correlated with BMI (WMD = − 1.35, 95% CI = -1.67 to − 1.03, P < 0.001) but not with age (WMD = -0.93, 95% CI = -2.19 to 0.33, P = 0.149) or weight (WMD = 0.24, 95% CI = -2.24 to 2.72, P = 0.850). The severity of varicocele was inversely correlated with increased BMI but not with age.

Conclusion

The presence of varicoceles was significantly associated with height and inversely correlated with BMI.
Literature
1.
go back to reference Wang YJ, Zhang RQ, Lin YJ, Zhang RG, Zhang WL. Relationship between varicocele and sperm DNA damage and the effect of varicocele repair: a meta-analysis. Reprod BioMed Online. 2012;25:307–14.CrossRef Wang YJ, Zhang RQ, Lin YJ, Zhang RG, Zhang WL. Relationship between varicocele and sperm DNA damage and the effect of varicocele repair: a meta-analysis. Reprod BioMed Online. 2012;25:307–14.CrossRef
2.
go back to reference Ashok A, Reecha S, Avi H, Esteves SC. Effect of varicocele on semen characteristics according to the new 2010 World Health Organization criteria: a systematic review and meta-analysis. Asian J Androl. 2016;18:163–70.CrossRef Ashok A, Reecha S, Avi H, Esteves SC. Effect of varicocele on semen characteristics according to the new 2010 World Health Organization criteria: a systematic review and meta-analysis. Asian J Androl. 2016;18:163–70.CrossRef
3.
go back to reference Pallotti F, Paoli D, Carlini T, Vestri AR, Martino G, Lenzi A, et al. Varicocele and semen quality: a retrospective case–control study of 4230 patients from a single Centre. J Endocrinol Investig. 2017;41:1–8. Pallotti F, Paoli D, Carlini T, Vestri AR, Martino G, Lenzi A, et al. Varicocele and semen quality: a retrospective case–control study of 4230 patients from a single Centre. J Endocrinol Investig. 2017;41:1–8.
4.
go back to reference Shafi H, Esmaeilzadeh S, Delavar MA, Haydari FH, Mahdinejad N, Abedi S. Prevalence of Varicocele among primary and secondary infertile men: association with occupation, smoking and drinking alcohol. N Am J Med Sci. 2014;6:532–5.CrossRef Shafi H, Esmaeilzadeh S, Delavar MA, Haydari FH, Mahdinejad N, Abedi S. Prevalence of Varicocele among primary and secondary infertile men: association with occupation, smoking and drinking alcohol. N Am J Med Sci. 2014;6:532–5.CrossRef
5.
go back to reference Baazeem A, Belzile E, Ciampi A, Dohle G, Jarvi K, Salonia A, et al. Varicocele and male factor infertility treatment: a new meta-analysis and review of the role of varicocele repair. Eur Urol. 2011;60:796–808.CrossRef Baazeem A, Belzile E, Ciampi A, Dohle G, Jarvi K, Salonia A, et al. Varicocele and male factor infertility treatment: a new meta-analysis and review of the role of varicocele repair. Eur Urol. 2011;60:796–808.CrossRef
6.
go back to reference Said SA, Aribarg A, Virutamsen P, Chutivongse S, Koetsawang S, Meherjee P, et al. The influence of varicocele on parameters of fertility in a large group of men presenting to infertility clinics. Fertil Steril. 1992;57:1289–93.CrossRef Said SA, Aribarg A, Virutamsen P, Chutivongse S, Koetsawang S, Meherjee P, et al. The influence of varicocele on parameters of fertility in a large group of men presenting to infertility clinics. Fertil Steril. 1992;57:1289–93.CrossRef
7.
go back to reference Liu J, Zhang S, Liu M, Wang Q, Shen H, Zhang Y, et al. Prevalence of varicocoele and its association with body mass index among 39,559 rural men in eastern China: a population-based cross-sectional study. Andrology. 2017;5:562.CrossRef Liu J, Zhang S, Liu M, Wang Q, Shen H, Zhang Y, et al. Prevalence of varicocoele and its association with body mass index among 39,559 rural men in eastern China: a population-based cross-sectional study. Andrology. 2017;5:562.CrossRef
8.
go back to reference Gokce A, Demirtas A, Ozturk A, Sahin N, Ekmekcioglu O. Association of left varicocoele with height, body mass index and sperm counts in infertile men. Andrology. 2013;1:116–9.CrossRef Gokce A, Demirtas A, Ozturk A, Sahin N, Ekmekcioglu O. Association of left varicocoele with height, body mass index and sperm counts in infertile men. Andrology. 2013;1:116–9.CrossRef
9.
go back to reference Prabakaran S, Kumanov P, Tomova A, Hubaveshki S, Agarwal A. Adolescent Varicocele: association with Somatometric parameters. Urol Int. 2006;77:114–7.CrossRef Prabakaran S, Kumanov P, Tomova A, Hubaveshki S, Agarwal A. Adolescent Varicocele: association with Somatometric parameters. Urol Int. 2006;77:114–7.CrossRef
10.
go back to reference May M, Taymoorian K, Beutner S, Helke C, Braun KP, Lein M, et al. Body size and weight as predisposing factors in varicocele. Scand J Urol Nephrol. 2006;40:45.CrossRef May M, Taymoorian K, Beutner S, Helke C, Braun KP, Lein M, et al. Body size and weight as predisposing factors in varicocele. Scand J Urol Nephrol. 2006;40:45.CrossRef
11.
go back to reference Delaney DP, Carr MC, Kolon TF, Snyder HM, Zderic SA. The physical characteristics of young males with varicocele. BJU Int. 2004;94:624–6.CrossRef Delaney DP, Carr MC, Kolon TF, Snyder HM, Zderic SA. The physical characteristics of young males with varicocele. BJU Int. 2004;94:624–6.CrossRef
12.
go back to reference Hassanzadeh K, Yavari-Kia P, Soleymanpour H, Ebrahimpour-Tolouei N, Alikhah H. Effect of body mass index on severity and prevalence of varicocele. Pak J Biol Sci. 2011;14:869–75.CrossRef Hassanzadeh K, Yavari-Kia P, Soleymanpour H, Ebrahimpour-Tolouei N, Alikhah H. Effect of body mass index on severity and prevalence of varicocele. Pak J Biol Sci. 2011;14:869–75.CrossRef
13.
go back to reference Kilic S, Aksoy Y, Sincer I, Erdil N, Yetkin E. Cardiovascular evaluation of young patients with varicocele. Fertil Steri. 2007;88:369–73.CrossRef Kilic S, Aksoy Y, Sincer I, Erdil N, Yetkin E. Cardiovascular evaluation of young patients with varicocele. Fertil Steri. 2007;88:369–73.CrossRef
14.
go back to reference Smith SM. Body size and weight in relation to varicocoele and hernia. Ann Hum Genet. 2015;21:304–12.CrossRef Smith SM. Body size and weight in relation to varicocoele and hernia. Ann Hum Genet. 2015;21:304–12.CrossRef
15.
go back to reference Kumanov P, Robeva RN, Tomova A. Adolescent Varicocele: Who Is at Risk? Pediatrics. 2008;121:e53–e7.CrossRef Kumanov P, Robeva RN, Tomova A. Adolescent Varicocele: Who Is at Risk? Pediatrics. 2008;121:e53–e7.CrossRef
16.
go back to reference Handel LN, Shetty R, Sigman M. The relationship between Varicoceles and obesity - the journal of urology. J Urol. 2006;176:2138–40.CrossRef Handel LN, Shetty R, Sigman M. The relationship between Varicoceles and obesity - the journal of urology. J Urol. 2006;176:2138–40.CrossRef
17.
go back to reference Nielsen ME, Stephen Z, Freedland SJ, Jarow JP. Insight on pathogenesis of varicoceles: relationship of varicocele and body mass index. Urology. 2006;68:392–6.CrossRef Nielsen ME, Stephen Z, Freedland SJ, Jarow JP. Insight on pathogenesis of varicoceles: relationship of varicocele and body mass index. Urology. 2006;68:392–6.CrossRef
18.
go back to reference Chen SS, Huang WJ. Differences in biochemical markers and body mass index between patients with and without Varicocele. J Chin Med Assoc. 2010;73:194–8.CrossRef Chen SS, Huang WJ. Differences in biochemical markers and body mass index between patients with and without Varicocele. J Chin Med Assoc. 2010;73:194–8.CrossRef
19.
go back to reference Tsao C, Hsu C, Chou Y, Wu S, Sun G, Yu D, et al. The relationship between varicoceles and obesity in a young adult population. Int J Androl. 2009;32:385–90.CrossRef Tsao C, Hsu C, Chou Y, Wu S, Sun G, Yu D, et al. The relationship between varicoceles and obesity in a young adult population. Int J Androl. 2009;32:385–90.CrossRef
20.
go back to reference Al-Ali BM, Marszalek M, Shamloul R, Pummer K, Trummer H. Clinical parameters and semen analysis in 716 Austrian patients with Varicocele. Urology. 2010;75:1069–73.CrossRef Al-Ali BM, Marszalek M, Shamloul R, Pummer K, Trummer H. Clinical parameters and semen analysis in 716 Austrian patients with Varicocele. Urology. 2010;75:1069–73.CrossRef
21.
go back to reference Söylemez H, Atar M, Sancaktutar AA, Bozkurt Y, Penbegül N. Varicocele among healthy young men in Turkey; prevalence and relationship with body mass index. Int Braz J Urol. 2012;38:116–21.CrossRef Söylemez H, Atar M, Sancaktutar AA, Bozkurt Y, Penbegül N. Varicocele among healthy young men in Turkey; prevalence and relationship with body mass index. Int Braz J Urol. 2012;38:116–21.CrossRef
22.
go back to reference Stavropoulos NE, Mihailidis I, Hastazeris K, Moisidou R, Louka G, Filiadis I, et al. Varicocele in schoolboys. Arch Androl. 2002;48:187–92.CrossRef Stavropoulos NE, Mihailidis I, Hastazeris K, Moisidou R, Louka G, Filiadis I, et al. Varicocele in schoolboys. Arch Androl. 2002;48:187–92.CrossRef
23.
go back to reference Baek M, Park SW, Moon KH, Chang YS, Jeong HJ, Lee SW, et al. Nationwide survey to evaluate the prevalence of varicoceles in south Korean middle school boys: a population based study. Int J Urol. 2011;18:55–60.CrossRef Baek M, Park SW, Moon KH, Chang YS, Jeong HJ, Lee SW, et al. Nationwide survey to evaluate the prevalence of varicoceles in south Korean middle school boys: a population based study. Int J Urol. 2011;18:55–60.CrossRef
24.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ. 2009;339:b2535.CrossRef Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ. 2009;339:b2535.CrossRef
25.
go back to reference Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25:603–5.CrossRef Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25:603–5.CrossRef
26.
go back to reference Rostom A, Dubé C, Cranney A, Saloojee N, Sy R, Garritty C, et al. Celiac disease. US: Evid Rep Technol Assess (Summ); 2004. Rostom A, Dubé C, Cranney A, Saloojee N, Sy R, Garritty C, et al. Celiac disease. US: Evid Rep Technol Assess (Summ); 2004.
27.
go back to reference Farhan S. The relation ship between Varicocele and body mass index. J Fact Med Baghdad. 2010;52:27–9. Farhan S. The relation ship between Varicocele and body mass index. J Fact Med Baghdad. 2010;52:27–9.
28.
go back to reference Chanc Walters R, Marguet CG, Crain DS. Lower prevalence of Varicoceles in obese patients found on routine scrotal ultrasound. J Urol. 2012;187:599–601.CrossRef Chanc Walters R, Marguet CG, Crain DS. Lower prevalence of Varicoceles in obese patients found on routine scrotal ultrasound. J Urol. 2012;187:599–601.CrossRef
29.
go back to reference Yigitler C, Yanardag H, Silit E, Alpay AS. Evaluation of inguinoscrotal pathologies among adolescents with special emphasis on association between varicocele and body mass index. Urol J. 2012;9:592–9.PubMed Yigitler C, Yanardag H, Silit E, Alpay AS. Evaluation of inguinoscrotal pathologies among adolescents with special emphasis on association between varicocele and body mass index. Urol J. 2012;9:592–9.PubMed
30.
go back to reference Özcelik F, Şen B. Comparison of body mass index and fat ratios between normal population and young adults with varicocele. Anatol J Clin Invest. 2013;7:41–5. Özcelik F, Şen B. Comparison of body mass index and fat ratios between normal population and young adults with varicocele. Anatol J Clin Invest. 2013;7:41–5.
31.
go back to reference Rais A, Zarka S, Derazne E, Tzur D, Calderon-Margalit R, Davidovitch N, et al. Varicocoele among 1 300 000 Israeli adolescent males: time trends and association with body mass index. Andrology. 2013;1:663–9.CrossRef Rais A, Zarka S, Derazne E, Tzur D, Calderon-Margalit R, Davidovitch N, et al. Varicocoele among 1 300 000 Israeli adolescent males: time trends and association with body mass index. Andrology. 2013;1:663–9.CrossRef
32.
go back to reference Doğantekin E, Görgel SN, Şahin E, Girgin C. Relationship between varicocele and anthropometric indices in infertile population. Dicle Med J. 2014;41:59–63.CrossRef Doğantekin E, Görgel SN, Şahin E, Girgin C. Relationship between varicocele and anthropometric indices in infertile population. Dicle Med J. 2014;41:59–63.CrossRef
33.
go back to reference Bae K, Shin HS, Jung HJ, Kang SH, Jin BS, Park JS. Adolescent varicocele: are somatometric parameters a cause? Korean J Urol. 2014;55:533–5.CrossRef Bae K, Shin HS, Jung HJ, Kang SH, Jin BS, Park JS. Adolescent varicocele: are somatometric parameters a cause? Korean J Urol. 2014;55:533–5.CrossRef
34.
go back to reference Gorur S, Candan Y, Helli A, Akcin S, Cekirge S, Kaya Y, et al. Low body mass index might be a predisposing factor for varicocele recurrence: a prospective study. Andrologia. 2015;47:448–54.CrossRef Gorur S, Candan Y, Helli A, Akcin S, Cekirge S, Kaya Y, et al. Low body mass index might be a predisposing factor for varicocele recurrence: a prospective study. Andrologia. 2015;47:448–54.CrossRef
35.
go back to reference Liu Q, Zhang T, Zhu B, Fang Z, Liao Z, Wu W. Association between varicocele and body type. J Modern Urol. 2015;20:241–3. Liu Q, Zhang T, Zhu B, Fang Z, Liao Z, Wu W. Association between varicocele and body type. J Modern Urol. 2015;20:241–3.
36.
go back to reference Shafi H, Agajani DM. Differences in body mass index and height factors between men with and without varicocele. Med Glas. 2015;12:212–5. Shafi H, Agajani DM. Differences in body mass index and height factors between men with and without varicocele. Med Glas. 2015;12:212–5.
37.
go back to reference Coolsaet BL. The varicocele syndrome: venography determining the optimal level for surgical management. J Urol. 1980;124:833–9.CrossRef Coolsaet BL. The varicocele syndrome: venography determining the optimal level for surgical management. J Urol. 1980;124:833–9.CrossRef
Metadata
Title
Effect of somatometric parameters on the prevalence and severity of varicocele: a systematic review and meta-analysis
Authors
Runqing Li
Junjie Liu
Yushan Li
Quanxian Wang
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
Varicocele
Published in
Reproductive Biology and Endocrinology / Issue 1/2021
Electronic ISSN: 1477-7827
DOI
https://doi.org/10.1186/s12958-021-00695-3

Other articles of this Issue 1/2021

Reproductive Biology and Endocrinology 1/2021 Go to the issue