Skip to main content

ORIGINAL RESEARCH article

Front. Endocrinol., 24 December 2021
Sec. Reproduction
This article is part of the Research Topic Disruptors on Male Reproduction - Emerging Risk Factors View all 19 articles

Extensive Assessment of Underlying Etiological Factors in Primary Infertile Men Reduces the Proportion of Men With Idiopathic Infertility

Eugenio Ventimiglia,Eugenio Ventimiglia1,2Edoardo Pozzi,Edoardo Pozzi1,3Paolo Capogrosso,Paolo Capogrosso1,2Luca Boeri,Luca Boeri1,3Massimo AlfanoMassimo Alfano1Walter Cazzaniga,Walter Cazzaniga1,2Rayan MatloobRayan Matloob1Costantino AbbateCostantino Abbate1Paola ViganPaola Viganò4Francesco Montorsi,Francesco Montorsi1,2Andrea Salonia,*Andrea Salonia1,2*
  • 1Division of Experimental Oncology/Unit of Urology, Urological Research Institute (URI), Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy
  • 2Department of Urology, University Vita-Salute San Raffaele, Milan, Italy
  • 3Department of Urology, Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Fondazione Ca’ Granda – Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
  • 4Infertility Unit, Unit of Obstetrics/Gynecology, Istituto di Ricerca e Cura a Carattere Scientifico (IRCCS) Ospedale San Raffaele, Milan, Italy

Objective: Up to 40% of infertile men remain without a recognized cause (i.e., idiopathic infertility). We aimed to identify, categorize, and report the supposed causes of male infertility in a cohort of white-European men presenting for primary couple’s infertility, by using a thorough and extensive baseline diagnostic work-up.

Material and Methods: Cross-sectional study of 1,174 primary infertile men who underwent a thorough diagnostic work-up including: detailed medical history, physical examination, hormonal assessment, genetic testing, semen analyses; semen and urine cultures; testis color Duplex US. Men without any identified causal factor were considered as idiopathic. Six different etiological categories were established, and their prevalence was estimated. Logistic regression models estimated the risk of missing causal identification.

Results: A possible causal factor was identified in 928 (81%) men. Hypogonadism was the most frequent identified cause (37%), followed by varicocele (27%). Genetic abnormalities were found in 5% of patients. A causal factor was more easily identifiable for the more severe infertility cases, and azoospermic men were those less likely to be defined as idiopathic (OR and 95% CIs: 0.09; 0.04-0.20). Relative proportion of identified causes remained constant during the 10-year study period (p>0.43).

Conclusions: Due to a more comprehensive and extensive diagnostic work-up, at least one underlying cause of male infertility factor in 4 out of 5 infertile men can be identified. Men with a less severe phenotype remain a clinical challenge in terms of establishing a possible etiologic factor. Further studies are needed to assess which subset of infertile men deserves a more extensive work-up.

Introduction

Lack of both effective therapeutic strategies and identifiable underlying causes are common features in infertile men (1). Up to 60% of cases remain without a recognized cause, and are therefore referred to as idiopathic according to various series (13). Overall, this group of men is an interesting epidemiological cohort for several reasons. First, this sample represents an ideal cohort for studying new possible etiological factors linked to male subfertility and infertility (13). Second, the lack of an underlying etiologic factor may seriously limit further diagnostic work-up and, above all, possible therapeutic options (1). Third, in the context of clinical syndromes, it might anticipate future or yet occult health issues which would otherwise progress unnoticed in infertile, and therefore often young, men (4). Eventually, the lack of a clear explanation for their reproductive issue represents a factor of psychological distress in infertile men (5).

The definition of idiopathic infertility and its prevalence vary consistently according to previously published reports (2, 3), depending on the postulated possible causal factors and the baseline diagnostic work-up selected by the investigators. It was previously shown that a more accurate work-up may improve the diagnostic process increasing its accuracy during clinical evaluation of the infertile male (6, 7).

For these reasons, by using a thorough and extensive baseline diagnostic work-up, we aimed to identify, categorize, and report possible aetiologies of male factor infertility of a large homogenous cohort of white-European men presenting for primary couple’s infertility, and to report the rate of those men with an identifiable cause that would have otherwise classified as having idiopathic infertility with the standard diagnostic work-up.

Methods

Study Population

The analyses considered a homogenous cohort of 1,147 white-European men only belonging to primary infertile couples assessed between 2007 and 2016 at a single academic centre. Two different semen analyses were requested for every enrolled man and evaluated according to the 2010 WHO guidelines. Male factor infertility (MFI) was defined and identified as at least one impaired sperm parameter in at least two consecutive semen analyses and after a comprehensive gynaecological evaluation of the female partners. Data collection followed the principles outlined in the Declaration of Helsinki. All patients signed an informed consent form agreeing to share their own anonymous information for other future studies. The study was approved by the local ethic committee (IRCCS OSR Prot. 2014 – Pazienti Ambulatoriali).

Diagnostic Work-Up

We performed an extensive diagnostic work-up for every included man, irrespective of the baseline infertility severity. This work-up included: detailed patient history (specifically also inquiring cryptorchidism, puberty onset, history of mumps, genital infections, urogenital trauma, previous urogenital/pelvic surgery, cigarette smoking, use of illicit drugs (e.g., marijuana, cocaine, opioids), use of anabolic steroids, symptoms of testosterone deficiency; comorbidities were scored with the Charlson Comorbidity Index (CCI), which was categorised as 0, 1, ≥2); physical examination (e.g., testicular volume, varicocele, genital tract abnormalities); hormonal assessment (including, total testosterone, FSH, LH performed in a fasting state in every case before 10 AM and repeated in order to confirm abnormal values); genetic testing (karyotype analysis, Y-chromosome microdeletions, CFTR gene mutations); semen analyses; semen and urine cultures; and, testis color duplex-US. Based on the results of the diagnostic work-up, six different etiological categories were established: 1) men with genetic abnormalities; 2) men with history of cryptorchidism (without genetic abnormalities); 3) men with genital tract obstructions (without known genetic abnormalities and cryptorchidism); 4) men with biochemical hypogonadism (defined as FSH>7.8 mU/ml and/or total testosterone <3 ng/ml and/or LH >9.4 mU/ml; without genetic abnormalities, cryptorchidism, and genital tract obstructions) (8, 9); 5) men with clinical varicocele (color duplex-US confirmed, without genetic abnormalities, cryptorchidism, genital tract obstruction, and hypogonadism); and, 6) men with other factors (either current or history of seminal tract infections, medical or physical treatment likely to affect fertility, trauma, and other iatrogenic causes) in absence of varicocele, genetic abnormalities, cryptorchidism, genital tract obstructions, and hypogonadism. Thereof, men without any identified causal factor were considered idiopathic.

We further distinguished between isolated MFI or a mixed infertility factor. MFI was defined after a comprehensive diagnostic evaluation of all the female partners.

Statistical Analyses

Statistical analyses consisted of several steps. First, we assessed the prevalence of each specific cause in our population, assessing the proportion of idiopathic men following the proposed extensive work-up. Second, we analysed the prevalence of each specific cause over time seeking for possible time trends. Third, we evaluated the prevalence of idiopathic infertility and each specific cause according to different severity of baseline clinical presentation; for this specific purpose, we evaluated cause prevalence at different sperm concentration thresholds, under the assumption that this parameter represents a proxy of MFI severity. Eventually, logistic regression model estimated odds ratio (OR) and 95% confidence (95% CI) intervals of the idiopathic infertility, including as model covariates patient age, BMI, comorbidities, mean testicular volume, isolated MFI vs. mixed infertility factor, and azoospermia. Distribution of data was tested with the Shapiro–Wilk test. Data are presented as medians (interquartile range; IQR) or frequencies (proportions). All statistical tests were two-sided with a significance value set a 0.05.

Results

Table 1 details descriptive statistics of the whole cohort of patients. Median (IQR) age of the study cohort was 37 (34-41) years. Most of the included men had an isolated MFI (791, 69%) and a CCI score of 0 (1080, 94%). Men with isolated MFI did not considerably differ from men with a mixed infertility factor, except for higher sperm concentration (9 (1-35) vs. 4 (0-24) 106 spermatozoa/ml, p<0.001 at Mann-Whitney test).

TABLE 1
www.frontiersin.org

Table 1 Descriptive characteristic of the whole cohort of patients [No. 1,147].

We were able to identify and define a causal category for 928 out of 1,147 men (81%). The most common causal category was hypogonadism (420 men, 37%), whereas genetic factors were identified in 61 men (5%, Table 1).

During the analyzed 10-year study period we found no difference in prevalent causes of MFI over time (p=0.43 as for Chi square test, Figure 1).

FIGURE 1
www.frontiersin.org

Figure 1 Prevalence of different causes of male factor infertility during the study period. P-value as for Chi-square test.

As shown in Figure 2, men with a more severe MFI were less likely to be classified as idiopathic: a lower proportion of idiopathic cases was observed in men with azoospermia compared to men with sperm concentration > 10 million spermatozoa/ml (3% vs. 34%, p<0.01 as for Chi square test).

FIGURE 2
www.frontiersin.org

Figure 2 Prevalence of different causes of male factor infertility according to different sperm concentration thresholds. At each sperm concentration threshold (x axis) is shown on the y-axis the relative proportion of men with a specific causal factor (eg: if x=5, on the y-axis is shown cause prevalence of men with sperm concentration < 5 million/ml).

At multivariable logistic regression analysis (Table 2), men with a larger testicular volume (OR: 1.07; 1.04 - 1.10) were at higher risk of having an idiopathic MFI, whereas azoospermic men (OR: 0.09; 0.04 - 0.20) had a reduced risk of missing a causal identification.

TABLE 2
www.frontiersin.org

Table 2 Multivariable OR and 95% CI for the diagnosis of idiopathic infertility in the study cohort [No. 1,147].

Discussion

In this study, we performed an extensive diagnostic work-up in 1,147 white-European men with MFI only belonging to couples complaining primary infertility in order to properly and precisely assess the possible underlying causal factors. By applying this extensive work-up, it was possible to identify a causal category for 81% of the study cohort. Moreover, men with a less severe MFI were those with the highest chance of missing a causal identification.

Uro-andrologists working in the reproductive medicine setting often face both lack of effective therapeutic options for MFI patients and a misclassification of the disease etiology (1). This has several drawbacks in terms of further diagnostic work-up and treatment (6, 7); it should be considered as well that the identification of possible causal factors might bring psychological relief to the infertile couple. Though several improvements were reported throughout the last years (10), the way we assess and treat infertile couple remains still unsatisfactory in a relevant proportion of cases.

The most comprehensive and recently available reports set the proportion of idiopathic cases between 35% and 60% (2, 3). Such wide differences depend both on selection criteria at study entry and the way causal categories were defined. Punab et al. (3) analyzed data from 1,737 men, establishing a priori seven causal factors (secondary hypogonadism, seminal tract obstruction, genetic causes, oncological diseases, severe sexual dysfunction, congenital uro-genital abnormalities, and acquired testicular damage) further sub-classified into absolute, severe, and plausible factors; the authors found that 40% of the study cohort was classified into the aforementioned categories. Of importance, varicocele was not considered as a causal factor. Conversely, Olesen et al. (2) established a wider pool of causes, including varicocele (13% of the analyzed cohort), limiting the idiopathic proportion of infertile men to one third of the whole cohort; the most frequently identified factor was cryptorchidism (17%). It should be noted that different selection criteria were used in the two aforementioned studies: Olesen et al. (2) selected men referred for diagnostic work-up prior to in vitro fertilization (IVF) or intra-cytoplasmatic sperm injection (ICSI) treatments, whereas Punab et al. (3) included infertile men with severe male factor infertility defined by total sperm count <39 million per ejaculate. Different inclusion criteria are likely to result in different prevalence of the underlying causal categories, since we clearly showed that cause-specific prevalence varies according to MFI severity. Moreover, not only inclusion criteria are likely to influence prevalence results: the selected work-up will similarly impact on study finding, since >30% of included men did not undergo genetic testing in the study by Punab et al. (3). Most of the previous efforts in better ascertaining MFI were directed towards men with the most severe clinical presentation in terms of reproductive disorders, azoospermia (11, 12). Our group previously showed that a more extensive and tailored work-up is able to reduce the misdiagnosis of hypogonadism (7) and karyotype abnormalities in infertile men (6). Similarly, we show in this study that idiopathic cases can be limited by using a more extensive work-up. For these reasons, we aimed at designing a study capable of maximizing the ascertainment of possible causal factors (by means of an extensive work-up) in a cohort of men with MFI without entry restrictions. As a consequence, this allowed us to stratify cause prevalence according to MFI severity in the widest and most accurately ever analyzed homogenous sample of white-European primary infertile men.

There is still an ongoing and longstanding epidemiological debate regarding whether specific factors should be considered as either causal or risk factors (13). For the specific purpose of our study, we defined causal categories relying on previously published reports which examined consistently possible causes or strongly related risk factors, building a hierarchical classification up. At this regards, genetic abnormalities (GA; including karyotype abnormalities, CFTR mutations known to impair fertility, and Y-chromosome microdeletions) represent one of the very few indisputable and ascertained cause of male reproduction impairment (1). For this reason, we decided to give GA the highest position in our hierarchical classification.

Men with cryptorchidism and TDS symptoms but without genetic abnormalities ranked second in this hierarchical grouping. These men share a clear condition linked to MFI which dates back to the developmental age (14), despite lacking an identifiable shared genetic background (in its non-syndromic presentation) (15). At this regard, 9% of our cohort was included in this category, being more common in men with a more severe MFI.

We decided to consider men with biochemical hypogonadism as a category on its own for several reasons. For this specific purpose, we considered previously published European Male Aging Study (EMAS) criteria for defining biochemical hypogonadism (8) implementing them with FSH values according to Barbotin et al. (9). Notably, hypogonadal men represented the largest category in our population (37%). Including men with primary, secondary, and compensated hypogonadism allowed us to intercept a wide range of conditions eventually resulting in an alteration of the hormonal milieu (16), e.g. ranging from testicular deficiency to endocrine disruptors. We previously showed that not only hypogonadism is a frequent finding in infertile men, but it represents as well a heterogeneous category amenable to be further stratified into different and well defined prognostic categories (17).

We also decided to include clinical varicocele in our causal classification. It is still debated whether varicocele represents a condition unequivocally linked to MFI, and whether it should always be treated or not in this setting (1, 18, 19). In a subgroup analyses of five randomized control trials comparing treatment to observation in men with a clinical varicocele, oligozoospermia and otherwise unexplained infertility (i.e. the way we classified varicocele in this study), it was observed that varicocele repair improved pregnancy rate and live birth rate (20).

Our study is not devoid of limitations. First, the proposed extensive work-up inevitably results in overtreatment, with inherent extra costs. Future efforts will be devoted to better tailor such an extensive work-up without losing diagnostic powers. Second, there is a plethora of emerging metabolic and environmental factors detrimentally acting on male reproductive function (10, 16, 2125), with a close interplay with general health status (25, 26); it will be interesting to see whether these factors, not considered in our classification, will gain the scientific dignity and eventually become causal factors. Third, the lack of a control group prevented us from inquiring the strengths of causal associations. Despite these limitations, we believe that the proposed user-friendly classification can be easily implemented and reproduced, casting light in a field where the everyday clinical practice still faces several grey areas.

Conclusions

By performing a more detailed and comprehensive diagnostic work up for men with male factor infertility, it is possible to identify at least one underlying cause of male factor infertility in 4 out of 5 of these men. In this regard, this subset of men would have been recognised as having idiopathic infertility, with standard diagnostic exams. It remains a clinical challenge to establish an identifiable aetiology among infertile men with a less severe phenotype.

Data Availability Statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Ethics Statement

The studies involving human participants were reviewed and approved by “Pazienti ambulatoriali”. The patients/participants provided their written informed consent to participate in this study.

Author Contributions

Conception and design: EV and AS. Acquisition of data: EV, PC, LB, WC, RM, CA, and EP. Analysis and interpretation of data: EV and AS. Drafting of the manuscript: EV. Critical revision: AS, PV, MA, and FM. Statistical analysis: EV and AS. Administrative, technical, or material support: AS and FM. Supervision: AS and FM. All authors contributed to the article and approved the submitted version.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Salonia A, Bettocchi C, Carvalho J, Corona G, Jones TH, Kadioǧlu A, et al. EAU guidelines on Sexual and Reproductive Health. Available at: https://uroweb.org/guideline/sexual-and-reproductive-health/ (Accessed November 1, 2021).

Google Scholar

2. Olesen IA, Andersson AM, Aksglaede L, Skakkebaek NE, Rajpert-de Meyts E, Joergensen N, et al. Clinical, Genetic, Biochemical, and Testicular Biopsy Findings Among 1,213 Men Evaluated for Infertility. Fertil Steril (2017) 107:74–82.e7. doi: 10.1016/j.fertnstert.2016.09.015

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Punab M, Poolamets O, Paju P, Vihljajev V, Pomm K, Ladva R, et al. Causes of Male Infertility: A 9-Year Prospective Monocentre Study on 1737 Patients With Reduced Total Sperm Counts. Hum Reprod (2017) 32:18–31. doi: 10.1093/humrep/dew284

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Ventimiglia E, Capogrosso P, Boeri L, Serino A, Colicchia M, Ippolito S, et al. Infertility as a Proxy of General Male Health: Results of a Cross-Sectional Survey. Fertil Steril (2015) 104:48–55. doi: 10.1016/j.fertnstert.2015.04.020

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Verkuijlen J, Verhaak C, Nelen WLDM, Wilkinson J, Farquhar C. Psychological and Educational Interventions for Subfertile Men and Women. Cochrane Database Syst Rev (2016) 3:CD011034. doi: 10.1002/14651858.CD011034.pub2

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Ventimiglia E, Capogrosso P, Boeri L, Pederzoli F, Montorsi F, Salonia A, et al. When to Perform Karyotype Analysis in Infertile Men? Validation of the European Association of Urology Guidelines With the Proposal of a New Predictive Model. Eur Urol (2016) 70(6):920–3. doi: 10.1016/j.eururo.2016.06.015

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Ventimiglia E, Capogrosso P, Boeri L, Ippolito S, Scano R, Moschini M, et al. Validation of the American Society for Reproductive Medicine Guidelines/Recommendations in White European Men Presenting for Couple’s Infertility. Fertil Steril (2016) 106(5):1076–82.e1. doi: 10.1016/j.fertnstert.2016.06.044

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Tajar A, Forti G, O’Neill TW, Lee DM, Silman AJ, Finn JD, et al. Characteristics of Secondary, Primary, and Compensated Hypogonadism in Aging Men: Evidence From the European Male Ageing Study. J Clin Endocrinol Metab (2010) 95:1810–8. doi: 10.1210/jc.2009-1796

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Barbotin A-L, Ballot C, Sigala J, Ramdane N, Duhamel A, Marcelli F, et al. The Serum Inhibin B Concentration and Reference Ranges in Normozoospermia. Eur J Endocrinol (2015) 172:669–76. doi: 10.1530/EJE-14-0932

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Tournaye H, Krausz C, Oates RD. Novel Concepts in the Aetiology of Male Reproductive Impairment. Lancet Diabetes Endocrinol (2016) 8587:1–10. doi: 10.1016/S2213-8587(16)30040-7

CrossRef Full Text | Google Scholar

11. Vincent M, Daudin M, Mas PDE, Massat G, Mieusset R, Pontonnier F, et al. Cytogenetic Investigations of Infertile Men With Low Sperm Counts: A 25-Year Experience Minireview. J Androl (2001) 18–22. doi: 10.1002/j.1939-4640.2002.tb02597.x

CrossRef Full Text | Google Scholar

12. Dul EC, Groen H, Dijkhuizen T, Land JA. The Prevalence of Chromosomal Abnormalities in Subgroups of Infertile Men. Hum Reprod (2012) 27:36–43. doi: 10.1093/humrep/der374

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Rothman KJ, Greenland S. Causation and Causal Inference in Epidemiology. Am J Public Health (2005) 95(Suppl 1):S144–50. doi: 10.2105/AJPH.2004.059204

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Pettersson A, Richiardi L, Nordenskjold A, Kaijser M, Akre O. Age at Surgery for Undescended Testis and Risk of Testicular Cancer. N Engl J Med (2007) 356:1835–41. doi: 10.1056/NEJMoa067588

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Chacko JK, Barthold JS. Genetic and Environmental Contributors to Cryptorchidism. Pediatr Endocrinol Rev (2009) 6:476–80.

PubMed Abstract | Google Scholar

16. Tournaye H, Krausz C, Oates RD. Concepts in Diagnosis and Therapy for Male Reproductive Impairment. Lancet Diabetes Endocrinol (2016) 8587:1–11. doi: 10.1016/S2213-8587(16)30040-7

CrossRef Full Text | Google Scholar

17. Ventimiglia E. Primary , Secondary and Compensated Hypogonadism: A Novel Risk Stratification for Infertile Men. Andrology (2017) 505–10. doi: 10.1111/andr.12335

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Ficarra V, Cerruto MA, Liguori G, Mazzoni G, Minucci S, Tracia A, et al. Treatment of Varicocele in Subfertile Men: The Cochrane Review–A Contrary Opinion. Eur Urol (2006) 49:258–63. doi: 10.1016/j.eururo.2005.11.023

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Evers JHLH, Collins J, Clarke J. Surgery or Embolisation for Varicoceles in Subfertile Men. Cochrane Database Syst Rev (2008) CD000479. doi: 10.1002/14651858.CD000479.pub3

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Kirby EW, Wiener LE, Rajanahally S, Crowell K, Coward RM. Undergoing Varicocele Repair Before Assisted Reproduction Improves Pregnancy Rate and Live Birth Rate in Azoospermic and Oligospermic Men With a Varicocele: A Systematic Review and Meta-Analysis. Fertil Steril (2016) 106:1338–43. doi: 10.1016/j.fertnstert.2016.07.1093

PubMed Abstract | CrossRef Full Text | Google Scholar

21. Cazzaniga W, Capogrosso P, Ventimiglia E, Pederzoli F, Boeri L, Frego N, et al. High Blood Pressure Is a Highly Prevalent But Unrecognised Condition in Primary Infertile Men: Results of a Cross-Sectional Study. Eur Urol Focus (2020) 6(1):178–83. doi: 10.1016/j.euf.2018.07.030

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Ventimiglia E, Capogrosso P, Colicchia M, Boeri L, Serino A, Castagna G, et al. Metabolic Syndrome in White European Men Presenting for Primary Couple’s Infertility: Investigation of the Clinical and Reproductive Burden. Andrology (2016) 4:944–51. doi: 10.1111/andr.12232

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Michalakis K, Mintziori G, Kaprara A, Tarlatzis BC, Goulis DG. The Complex Interaction Between Obesity, Metabolic Syndrome and Reproductive Axis: A Narrative Review. Metabolism (2013) 62:457–78. doi: 10.1016/j.metabol.2012.08.012

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Panara K, Masterson JM, Savio LF, Ramasamy R. Adverse Effects of Common Sports and Recreational Activities on Male Reproduction. Eur Urol Focus (2019) 5(6):1146–51. doi: 10.1016/j.euf.2018.04.013

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Skakkebaek NE, Meyts ER, Louis GMB, Toppari J, Andersson A, Eisenberg ML, et al. Male Reproductive Disorders And Fertility Trends: Influences Of Environment And Genetic Susceptibility. Physiol Rev (2016) 55–97. doi: 10.1152/physrev.00017.2015

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Eisenberg ML, Li S, Behr B, Pera RR, Cullen MR. Relationship Between Semen Production and Medical Comorbidity. Fertil Steril (2015) 103:66–71. doi: 10.1016/j.fertnstert.2014.10.017

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: infertility, male infertility, cause, idiopathic, risk factors

Citation: Ventimiglia E, Pozzi E, Capogrosso P, Boeri L, Alfano M, Cazzaniga W, Matloob R, Abbate C, Viganò P, Montorsi F and Salonia A (2021) Extensive Assessment of Underlying Etiological Factors in Primary Infertile Men Reduces the Proportion of Men With Idiopathic Infertility. Front. Endocrinol. 12:801125. doi: 10.3389/fendo.2021.801125

Received: 24 October 2021; Accepted: 03 December 2021;
Published: 24 December 2021.

Edited by:

Qing Chen, Army Medical University, China

Reviewed by:

Roland Eghoghosoa Akhigbe, Ladoke Akintola University of Technology, Nigeria
Giovanni Luca, University of Perugia, Italy

Copyright © 2021 Ventimiglia, Pozzi, Capogrosso, Boeri, Alfano, Cazzaniga, Matloob, Abbate, Viganò, Montorsi and Salonia. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Andrea Salonia, salonia.andrea@hsr.it

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.