Skip to main content
Download PDF

Subfertile patients underestimate their risk factors of reprotoxic exposure

Basic and Clinical Andrology volume 32, Article number: 11 (2022) Cite this article

Abstract

Background

Exposure of men and women to environmental reprotoxic agents is associated with impaired fertility and pregnancy rates after assisted reproductive treatment (ART). Nevertheless, such exposures are generally not systematically assessed in current practice before ART and subfertile men are generally less explored than women. Our objective was to study subfertile men and women’s level of knowledge about reprotoxic agents, their perception of their own risk factors and the correlation between perceived and identified circumstances of exposure.

Results

In our public university hospital, 390 subfertile patients (185 men and 185 women) requiring assisted reproduction technique (ART) treatment, completed a self-report questionnaire before consultation, in order to assess patients’ knowledge of reprotoxic exposures, sources of information about them and perception of their own circumstances of exposure. Then a standardized questionnaire was used by the physician during the consultation to estimate domestic, environmental and occupational risk factors of reprotoxic exposures (RFRE). We compared the patients’ perception of exposure with the estimated RFRE.

The reprotoxic agents knowledge score of patients was 61%. Their main sources of information were the media (40%), the internet (22%) and gynecologists (15%). The standardized questionnaire identified RFRE in 265/390 patients (68%); risk factor was statistically more frequent in men (77%) than in women (59%) (p < 0.05). In total, 141 of the 265 patients with identified RFRE (53%) were aware of their risk factor of reprotoxic exposure.

Conclusion

We identified risk factors of reprotoxic exposures in the majority of subfertile patients, more frequently in men than in women, and half of patients were not aware of their exposures. Patients’ main sources of information were extra medical. Efforts should be made to inform patients, especially men, about potential reprotoxic exposure and to enhance medical training about reprotoxic agents, as recommended by international guidelines. The detection and correction of environmental exposures in subfertile men could improve their fecundity, but also their general health, which has been shown to be poorer than health of fertile men.

Résumé

Contexte

L’exposition des hommes et des femmes à des agents reprotoxiques environnementaux est. associée à une atération de leur fertilité et des taux de grossesse après assistance médicale à la procreation (AMP). Néanmoins, ces expositions ne sont généralement pas recherchées en pratique courante avant AMP et les hommes infertiles sont généralement moins explorés que les femmes. Notre objectif était d’analyser le niveau de connaissance des hommes et des femmes infertiles sur les expositions environnementales reprotoxiques, leur perception de leurs propres facteurs de risque et la correlation entre les expositions reprotoxiques perçues et celles identifiées.

Resultats

Dans notre centre hospitalier universitaire, 390 patients infertiles (185 hommes et 185 femmes) nécessitant un traitement d’AMP ont complété un auto-questionnaire avant la consultation, afin d’évaluer leurs connaissances sur les expositions reprotoxiques, leurs sources d’information sur ce sujet, et leur perception de leurs propres expositions. Puis, lors de la consultation, le médecin utilisait un questionnaire standardisé pour estimer leurs facteurs de risque d’exposition reprotoxique (FRER) domestiques, environnementaux et professionnels. Nous avons comparé la perception par les patients de leurs propres expositions reprotoxiques avec le FRER estimé par le médecin. Le score de connaissance des agents reprotoxique des patients était de 61%. Leurs sources d’information principales étaient les medias (40%), internet (22%), et les gynécologues (15%). Le questionnaire standardisé identifiait un FRER chez 265/390 patients (68%); les FRER étaient significativement plus fréquents chez les hommes (77%) que chez le femmes (59%)(p < 0.05). Au total, 141 patients sur les 265 avec un FRER identifié étaient conscients de leur FRER.

Conclusion

Nous avons identifié des facteurs de risque d’exposition reprotoxiques chez la majorité des patients infertiles, plus fréquemment chez les hommes que chez les femmes, et la moitié des patients n’étaient conscients de ces expositions. Les principals sources d’information des patients étaient extra-médicales. Des efforts sont nécessaires pour informer les patients, en particulier les hommes, sur les potentielles expositions reprotoxiques comme souligné par les recommandations internationales. La detection et la correction des expositions environnementales chez les hommes infertiles pourraient améliorer leur fécondité, mais aussi leur santé, qui a été démontrée comme moins bonne que celle des hommes fertiles.

Background

For subfertile patients undergoing assisted reproductive treatment (ART), the chances of the birth of a healthy child can be affected by multiple factors, such as body mass index (BMI), nutritional habits, smoking, marijuana consumption and exposure to environmental, dietary and professional pollution agents [1,2,3,4,5,6,7]. Indeed, epidemiologic data accumulated in recent years have shown the deleterious effects of exposure to chemical and physical environmental and professional toxic agents on reproduction, affecting male and female fertility, time to pregnancy and pregnancy development [8,9,10,11,12].

Since 2013, multiple international scientific societies have taken a stand favoring the identification and reduction of exposure to environmental and professional chemicals during the preconception, conception and perinatal periods [13]. Recently, Segal and Giudice proposed practical directives for professionals to interrogate and advise their patients in order to detect and decrease their exposure to reprotoxic agents [12]. Despite these developments and the multiple calls to integrate environmental health topics into consultations [13], healthcare professionals face difficulties in current practice, mainly related to a lack of knowledge and a lack of time available during infertility consultations [14, 15]. Consequently, multiple studies have demonstrated that the medical personnel caring for patients during the perinatal and gestational periods did not adequately inform them about such risks [14,15,16].

Another difficulty is that monitoring exposure to reprotoxic agents is complex and expensive and therefore not adapted to daily practice: reprotoxic agents are multiple in term of chemical family, metabolites, stability, half-life. Analytical techniques are available for many chemicals including persistent and non-persistent endocrine disruptors [17], but several preanalytical factors can affect sample quality for blood and serum such as special collection (tubes) and storage conditions and processing of samples. Acceptability of the biological sample collection by both couples and the healthcare teams can also hampered such study. Nevertheless, the French ELFE cohort showed that Bisphenol A and some metabolites of phthalates, pesticides (mainly pyrethroids), dioxins, furans, polychlorobiphenyls, brominated flame retardants, perfluorinated compounds and metals (except uranium) were quantified in almost 100% of the 4145 pregnant women included [18].

Importantly, some environmental reprotoxic exposures are modifiable and can be identified. Nevertheless, the knowledge and perception of subfertile patients regarding their exposure to environmental reprotoxic agents are not very well developed, as previously shown in a study suggesting that subfertile men underestimate their exposure to reprotoxic agents [19]. Subfertile patients can act on their fertility by modifying some daily life habits, as suggested by several publications showing that numerous patients undergoing assisted reproduction were eager to change their habits and wish to be counseled to decrease their exposure to reprotoxic agents [19,20,21]. However, to endorse daily habit and lifestyle changes, patients must be informed and fully conscious of the reprotoxic risk factors.

In this context, our study questions were: what is the knowledge of subfertile patients about reprotoxic risk factors, and from which information source? What is the perception of subfertile patients about their own risks factors of reprotoxic exposure? Do this perception correlate with the risk factor of reprotoxic exposure estimated by a physician? By comparing “perceived risk” with “estimated risk”, we aimed to investigate whether medical intervention to estimate these risks would be useful in routine practice, or whether patients estimate them well on their own. To circumvent the difficulty of assessing reprotoxic exposures by quantitative biomarkers, we assessed risk factor of reprotoxic exposure using a standardized questionnaire in the current practice of our infertility center.

Materials and methods

Population

In this prospective observational study, we included all the patients who visited our fertility unit and consented to participate between March 2016 and November 2017.

The inclusion criteria were as follows: all men between the ages of 18 and 58 years and all women between the ages of 18 and 43 years, visiting the fertility unit for a consultation before starting ART. The exclusion criteria were patients who did not master French language.

Questionnaire content

Prior to the medical consultation, the man and woman of each couple completed a questionnaire (Additional file 1) that was divided into four segments: 1) general information about each patient (sex, age, source of information about reprotoxic agents); 2) participants’ perception of their personal exposure to reprotoxic agents; 3) participants’ knowledge of reprotoxic agents they may be exposed to in their diet, daily habits and professional life; 4) participants’ perception of the impact of these factors on their fertility and their desire to obtain medical help to modify such exposure if present.

During the consultation, the risk factors of reprotoxic exposure (within the past 6 months) of each patient was estimated with another questionnaire designed upon two previously published standardized questionnaires used in subfertile patients populations [22, 23]; using this questionnaire, the physician collected qualitative information about profession type, exposure to active or passive smoking, alcohol consumption, physical and chemical reprotoxic agents at home (indoor air, diet, cosmetics, pesticides) or workplace. If this questionnaire detected one or more risk factor of reprotoxic exposure (RFRE), the patient was considered “at risk”.

Finally, we analyzed the correlation between patients’ perceived RFRE and their RFRE estimated by the standardized questionnaire completed by the physician during the consultation. Our aim was to establish whether medical intervention to estimate these risks would be useful in routine practice, or whether patients estimate them well on their own.

Statistical analysis

The quantitative data were extracted from the questionnaires and analyzed using Excel (Microsoft, Redmond, WA, USA). To compare the answers from each group, the chi-square test of independence and homogeneity and Fisher’s exact test were used. A p value < 0.05 was considered statistically significant.

Results

Population

The study was suggested to 646 patients and 390 patients (195 couples) participated (60% participation rate). The median age was 33.9 ± 6.2 years (men: 35.4 ± 7 years; women: 32.4 ± 5 years).

Information source

More than half of the patients were aware of the existence of reprotoxic agents (n = 218, 56%). No significant difference was assessed between men and women (54% vs. 58%, p = 0.7).

The sources of information used by the patients are shown in Table 1. The major source of information was the media (40%), followed by the internet (22%) and gynecologists (15%).

Table 1 Sources of information on reprotoxic agents used by subfertile patients
Full size table

Evaluation of the patients’ knowledge

The rate of correct answers to the questions assessing knowledge of reprotoxic agents was 61% (6919/11,310). There was no significant difference between men and women (61.3% vs. 61.1%, p = 0.8).

Table 2 shows the rate of correct answers given by subfertile patients concerning reprotoxic agents related to diet, daily habits and work.

Table 2 General knowledge of subfertile patients concerning dietary, daily life and occupational reprotoxic agents
Full size table

Concerning reprotoxic agents related to daily habits, extended sitting period was the least recognized male reprotoxic agent (18% of answers were correct, Supplementary data). The best recognized agents were tobacco smoking (88%) and marijuana consumption (81%). Factors that had mixed recognition were overweight (55%), use of detergents and painting products (64%) and fumes released from cars (59%).

Regarding professional reprotoxic agents, exposure to vibration, cement and excessive heat were the least recognized, with correct response rates of 13, 24, and 27%, respectively. The reprotoxic effects of heavy metals such as lead, mercury and cadmium were the most well-known (65%), followed by the effects of solvents (67%), gases (63%), pesticides (68%), ionizing radiation (63%) and motor fuel (63%).

Knowledge of reprotoxic agents related to daily habits and diet tended to be better than knowledge of professional exposure (64 and 62% vs. 58%, p = 0.71).

Opinions of patients concerning the impact of reprotoxic agents on their fertility

The majority of patients (n = 203, 52%) considered that decreased exposure to reprotoxic agents could ameliorate their fertility (59% of male vs. 46% of female, p = 0.02), while 11% stated that there would be no impact and 36% did not know.

Desire of patients to obtain medical help to modify exposure to reprotoxic agents

Thirty-eight percent of patients desired medical help or assistance to modify the impact of any exposure (34% of men vs. 41% of women, p = 0.14), compared to 35% who did not. In addition, 27% had no opinion on this matter.

Correlation between risk factor of reprotoxic exposure estimated with the questionnaire and exposure perceived by the patients

In total, 141 patients thought that they had been exposed to reprotoxic agents: 40% of men and 32% of women.

Table 3 shows the individual perception of exposure by the patients and its correlation with the risk factor of reprotoxic exposure (RFRE) estimated with the standardized questionnaire. The questionnaire identified RFRE in 265 patients (68%); risk factor was statistically more frequent in men (77%) than men (59%) (p < 0.05).

Table 3 Individual perceptions of exposure to reprotoxic agents and the correlation with the risk factor of reprotoxic exposure estimated by the standardized questionnaire
Full size table

In total, 141 of the 265 exposed patients (53%) were aware of their RFRE.

Discussion

The impact of exposure to environmental reprotoxic agents – some of which is modifiable – on the results of assisted reproduction treatment (ART) is increasingly acknowledged. The implementation and efficacy of behavioral changes that can alter such exposure are dependent on the knowledge and perceptions of patients. Our objective was to interrogate our subfertile patients concerning reprotoxic exposure. Half of our population was familiar with the topic. Their knowledge was generally obtained from the media and the Internet. The impacts of alcohol consumption, tobacco smoking and marijuana use were the most well-known. Professional exposure tended to be less commonly known.

We observed a major discrepancy between the risk factor of reprotoxic exposure estimated by the physician and patients’ awareness of their reprotoxic exposure.

Subfertile patients’ underestimation of their risk factor of exposure to reprotoxic agents

There are many existing studies on the knowledge and perceptions of women concerning their exposure to teratogenic agents during pregnancy, reporting a low level of knowledge [24,25,26,27,28]. However, there is no corresponding data on men and couples in general, especially subfertile ones, besides the pilot study of Christiaens et al. [19] suggesting that most of subfertile men were unaware of their exposure to environmental reprotoxic agents.

Notably, our study indicated that the majority of subfertile patients undergoing ART had risk factors of reprotoxic exposure potentially affecting their fertility, and only half of them were aware of this risk factor of exposure. Their perception did not always correlate with the estimation assessed by the physician, using the standardized questionnaire.

Nonmedical sources of information about reprotoxic agents

The use of the internet by pregnant women has been previously reported [25, 29, 30]: in this population, the internet was considered the easiest and fastest route to find information about exposure to teratogenic agents during pregnancy [30]. This is relevant primarily for women with a high socioeconomic status [25, 29, 30]. Our previous [23] and current results show that healthcare professionals are not the primary source of information. Consistent with this, our group also previously demonstrated that in our region, healthcare professionals rarely interrogate patients about their exposure, to avoid increasing their stress or because of their inability to provide an appropriate solution [15]. In addition, female patients tend not to discuss information obtained on the internet with their caregiver unless specifically asked [31]. Therefore, healthcare professionals can be largely unaware of incorrect/unsuitable information their patients have obtained from the internet.

Implications for patients

In our study, more than one patient in three judged essential to decrease their exposure to improve their fertility. These results indicate that subfertile patients are willing to make behavioral changes. This same conclusion was drawn in the International Fertility Decision-Making Study [20], in which women who were interested in fertility modified their daily habits to optimize their pregnancy chances, especially those with elevated BMI and tobacco smokers. Other factors associated with a high desire of subfertile women to reduce their exposure were medical factors (decreased ovarian reserve), education (preconception directives) and financial factors [21]. Regarding subfertile men, we previously suggested that the most common reasons for exposure modification were related to semen parameters impairment and known professional exposure [19].

Notably, in our study, 35% of subfertile patients did not intend to ask for medical help to reduce their environmental exposure, which may be due to the reluctance of patients to declare and discuss their fertility problems on their place of work, particularly with their enterprise’s physician. In previous studies, this attitude was associated with a lack of knowledge of the role and the competencies of the enterprise’s physician and uncertainty about information confidentially with respect to patients’ employer [19, 32].

Another implication of our results for patients is the confirmation of an important need for a deeper exploration of men in subfertile couples. This need was highlighted by the latest American Urologist Association and American Society of Reproductive Medicine guidelines for diagnosis of infertility in men, which recommended that “all infertile men [should] be evaluated by specialists in male reproduction” [33] and suggested that “clinicians may discuss risk factors (i.e., lifestyle, medication usage, environmental exposures) associated with male infertility”. The detection and correction of environmental exposures in subfertile men could improve their fecundity, but also their general health, which has been shown to be poorer than health of fertile men [34].

Limitations

One limitation of our study is the absence of biomarkers to assess reprotoxic exposures. Studies objectifying exposure through specific biomarkers are necessary for the precise determination of patients’ exposure to chemical agents, but as stated before, the methodology and acceptability of this assessment are very difficult in current practice, because almost no reference values are available and the cost is high. Another limitation is the exclusion of patients not fluent in French, which may have resulted in the exclusion of patients with lifestyles and professions entailing greater exposure to reprotoxic agents. We were also unable to eliminate the recall bias related to the use of a self-report questionnaire.

Lastly, the single-center nature of our study could induce a recruitment bias, however, the population size and the rate of participation made our sample representative of subfertile patients undergoing assisted reproduction.

Conclusion

This study highlights that the majority of subfertile patients, especially men, requiring assisted reproduction treatment present risks factors of exposure to reprotoxic agents, without awareness of this risk factor of exposure. Their level of knowledge about domestic and professional exposure to reprotoxic agents can be improved.

Altogether, we advocate for implementation of reprotoxic risk factor identification early in the course of the care pathway of subfertile men and women, as they are poorly conscious of their exposure and in order to facilitate the establishment of corrective measures to improve the outcomes of assisted reproduction treatments. Exposure to reprotoxic agents is associated to a risk to public health (fertility, development, offspring health), requiring action at the patient, healthcare professional, authority and societal levels.

Availability of data and materials

All data generated or analysed during this study are included in this published article [and its supplementary information files].

Abbreviations

ART:

Assisted reproductive technique

ELFE:

Etude Longitudinale Française depuis l’Enfance (French longitudinal study since childhood)

RFRE:

Risk factors of reprotoxic exposures

References

  1. Chiu Y-H, Williams PL, Gillman MW, Gaskins AJ, Mínguez-Alarcón L, Souter I, et al. Association between pesticide residue intake from consumption of fruits and vegetables and pregnancy outcomes among women undergoing infertility treatment with assisted reproductive technology. JAMA Intern Med. 2018;178:17–26.

    Article  Google Scholar 

  2. Gormack AA, Peek JC, Derraik JGB, Gluckman PD, Young NL, Cutfield WS. Many women undergoing fertility treatment make poor lifestyle choices that may affect treatment outcome. Hum Reprod. 2015;30:1617–24.

    CAS  Article  Google Scholar 

  3. Netter A, Siri E, Tassitro V, Resseguier N, Beauval N, Sari-Minodier I, et al. Influence of polycyclic aromatic hydrocarbon exposure on IVF: now is the time to focus on women. Reprod BioMed Online. 2020;41:161–9.

    CAS  Article  Google Scholar 

  4. Knapke ET, Magalhaes D de P, Dalvie MA, Mandrioli D, Perry MJ. Environmental and occupational pesticide exposure and human sperm parameters: a navigation guide review. Toxicology. 2022;465:153017.

  5. Calogero AE, Fiore M, Giacone F, Altomare M, Asero P, Ledda C, et al. Exposure to multiple metals/metalloids and human semen quality: a cross-sectional study. Ecotoxicol Environ Saf. 2021;215:112165.

    CAS  Article  Google Scholar 

  6. Sermondade N, Huberlant S, Bourhis-Lefebvre V, Arbo E, Gallot V, Colombani M, et al. Female obesity is negatively associated with live birth rate following IVF: a systematic review and meta-analysis. Hum Reprod Update. 2019;25:439–51.

    CAS  Article  Google Scholar 

  7. Campbell JM, Lane M, Owens JA, Bakos HW. Paternal obesity negatively affects male fertility and assisted reproduction outcomes: a systematic review and meta-analysis. Reprod BioMed Online. 2015;31:593–604.

    Article  Google Scholar 

  8. Alur S, Wang H, Hoeger K, Swan SH, Sathyanarayana S, Redmon BJ, et al. Urinary phthalate metabolite concentrations in relation to history of infertility and use of assisted reproductive technology. Fertil Steril Elsevier. 2015;104:1227–35.

    CAS  Article  Google Scholar 

  9. Eisenberg ML, Sapra KJ, Kim SD, Chen Z, Louis GMB. Semen quality and pregnancy loss in a contemporary cohort of couples recruited before conception: data from the longitudinal investigation of fertility and the environment (LIFE) study. Fertil Steril Elsevier. 2017;108:613–9.

    Article  Google Scholar 

  10. Garlantezec R, Multigner L. Relation entre exposition professionnelle, anomalies de la fertilité et troubles de l’appareil reproducteur : revue de la littérature récente. Bull épidémiol hebd Aubervilliers: Ministère de l’emploi et de la solidarité. 2012:119–24.

  11. Mustieles V, Zhang Y, Yland J, Braun JM, Williams PL, Wylie BJ, et al. Maternal and paternal preconception exposure to phenols and preterm birth. Environ Int. 2020;137:105523.

    CAS  Article  Google Scholar 

  12. Segal TR, Giudice LC. Before the beginning: environmental exposures and reproductive and obstetrical outcomes. Fertil Steril. 2019;112:613–21.

    CAS  Article  Google Scholar 

  13. Di Renzo GC, Conry JA, Blake J, DeFrancesco MS, DeNicola N, Martin JN, et al. International Federation of Gynecology and Obstetrics opinion on reproductive health impacts of exposure to toxic environmental chemicals. Int J Gynaecol Obstet. 2015;131:219–25.

    Article  Google Scholar 

  14. Stotland NE, Sutton P, Trowbridge J, Atchley DS, Conry J, Trasande L, et al. Counseling patients on preventing prenatal environmental exposures - a mixed-methods study of obstetricians. PLoS one. Public library of. Science. 2014;9:e98771.

    Google Scholar 

  15. Sunyach C, Antonelli B, Tardieu S, Marcot M, Perrin J, Bretelle F. Environmental health in perinatal and early childhood: awareness, representation, knowledge and practice of southern France perinatal health professionals. Int J Environ Res Public Health Multidisciplinary Digital Publishing Institute. 2018;15:2259.

    Article  Google Scholar 

  16. Anderson K, Norman RJ, Middleton P. Preconception lifestyle advice for people with subfertility. Cochrane database of systematic reviews [internet]. John Wiley & Sons, Ltd. 2010; [cited 2021 Oct 28]; Available from: https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD008189.pub2/full.

  17. Buck Louis GM, Smarr MM, Patel CJ. The Exposome research paradigm: an opportunity to understand the environmental basis for human health and disease. Curr Envir Health Rpt. 2017;4:89–98.

    Article  Google Scholar 

  18. Dereumeaux C, Fillol C, Charles M-A, Denys S. The French human biomonitoring program: first lessons from the perinatal component and future needs. Int J Hyg Environ Health. 2017;220:64–70.

    Article  Google Scholar 

  19. Christiaens A, Sari-Minodier I, Tardieu S, Ianos O, Adnot S, Courbiere B, et al. A pilot study about infertile men’s awareness of their reprotoxic exposures and the intervention of occupational medicine to assess them. Basic Clin Androl. 2016;26:9.

    Article  Google Scholar 

  20. Fulford B, Bunting L, Tsibulsky I, Boivin J. The role of knowledge and perceived susceptibility in intentions to optimize fertility: findings from the international fertility decision-making study (IFDMS). Hum Reprod. 2013;28:3253–62.

    CAS  Article  Google Scholar 

  21. Hawkins LK, Rossi BV, Correia KF, Lipskind ST, Hornstein MD, Missmer SA. Perceptions among infertile couples of lifestyle behaviors and in vitro fertilization (IVF) success. J Assist Reprod Genet. 2014;31:255–60.

    Article  Google Scholar 

  22. Delva F, Manangama G, Brochard P, Teysseire R, Sentilhes L. The ARTEMIS center: an environmental health prevention platform dedicated to reproduction. Int J Environ Res Public Health Multidisciplinary Digital Publishing Institute. 2020;17:694.

    Article  Google Scholar 

  23. de Fleurian G, Perrin J, Ecochard R, Dantony E, Lanteaume A, Achard V, et al. Occupational exposures obtained by questionnaire in clinical practice and their association with semen quality. J Androl. 2009;30:566–79.

    Article  Google Scholar 

  24. Teysseire R, Lecourt M, Canet J, Manangama G, Sentilhes L, Delva F. Perception of environmental risks and behavioral changes during pregnancy: a cross-sectional study of French postpartum women. Int J Environ Res Public Health Multidisciplinary Digital Publishing Institute. 2019;16:565.

    Article  Google Scholar 

  25. Chabert M-C, Perrin J, Berbis J, Bretelle F, Adnot S, Courbiere B. Lack of information received by a French female cohort regarding prevention against exposure to reprotoxic agents during pregnancy. Eur J Obstet Gynecol Reprod Biol. 2016;205:15–20.

    CAS  Article  Google Scholar 

  26. Marie C, Cabut S, Vendittelli F, Sauvant-Rochat M-P. Changes in cosmetics use during pregnancy and risk perception by women. Int J Environ Res Public Health Multidisciplinary Digital Publishing Institute. 2016;13:383.

    Article  Google Scholar 

  27. Rouillon S, Deshayes-Morgand C, Enjalbert L, Rabouan S, Hardouin J-B, Group DisProSE, et al. Endocrine Disruptors and Pregnancy: Knowledge, Attitudes and Prevention Behaviors of French Women. Int J Environ Res Public Health Multidisciplinary Digital Publishing Institute. 2017;14:1021.

    Article  Google Scholar 

  28. Iodice S, Pagliardini L, Cantone L, Giacomini E, Candiani M, Viganò P, et al. Association between short-term exposure to particulate matter air pollution and outcomes of assisted reproduction technology in Lombardy, Italy: a retrospective cohort study. Reprod Toxicol. 2021;105:148–55.

    CAS  Article  Google Scholar 

  29. Santis MD, Luca CD, Quattrocchi T, Visconti D, Cesari E, Mappa I, et al. Use of the internet by women seeking information about potentially teratogenic agents. Eur J Obstet Gynecol Reprod Biol Elsevier. 2010;151:154–7.

    Article  Google Scholar 

  30. Sayakhot P, Carolan-Olah M. Internet use by pregnant women seeking pregnancy-related information: a systematic review. BMC Pregnancy Childbirth. 2016;16:65.

    Article  Google Scholar 

  31. Diaz JA, Griffith RA, Ng JJ, Reinert SE, Friedmann PD, Moulton AW. Patients’ use of the internet for medical information. J Gen Intern Med. 2002;17:180–5.

    Article  Google Scholar 

  32. Pardon C, Dumesnil H, Charrier D, de Labrusse B, Lebreton C, Lehucher-Michel M-P, et al. Occupational physicians and occupational cancers: attitudes, opinions, practices. A qualitative study in south eastern France. Rev Epidemiol Sante Publique. 2009;57:456–65.

    CAS  Article  Google Scholar 

  33. Schlegel PN, Sigman M, Collura B, Jonge CJD, Eisenberg ML, Lamb DJ, et al. Diagnosis and treatment of infertility in men: AUA/ASRM guideline part I. Fertil Steril Elsevier. 2021;115:54–61.

    Article  Google Scholar 

  34. Salonia A, Matloob R, Gallina A, Abdollah F, Saccà A, Briganti A, et al. Are infertile men less healthy than fertile men? Results of a prospective case-control survey. Eur Urol. 2009;56:1025–32.

    Article  Google Scholar 

Download references

Acknowledgements

CS is supported by ARS PACA (Regional Agency for Health, Provence-Alpes-Cote d’Azur C2017-000265) and Region Sud Provence-Alpes-Cote d’Azur (C2017-1348) through funding of the Plateforme CREER (Couple Reproduction Enfant Environnement et Risque).

Funding

This study was funded as part of the Investissements d’Avenir program controlled by the National Research Agency (Projet CREER A*MIDEX; n° ANR-11-IDEX-0001-02).

Author information

Authors and Affiliations

  1. Centre Clinico-Biologique d’AMP-CECOS, AP-HM La Conception University Hospital, 147 bd Baille, 13005, Marseille, France

    Nadia Nouiakh, Sarah-Lyne Jos, Catherine Metzler-Guillemain, Blandine Courbiere & Jeanne Perrin

  2. Plateforme CREER, AP-HM La Conception University Hospital, 147 bd Baille, 13005, Marseille, France

    Claire Sunyach, Irène Sari-Minodier, Blandine Courbiere, Florence Bretelle & Jeanne Perrin

  3. Service de Médecine et Santé au Travail, AP-HM La Timone University Hospital, 145 rue St Pierre, 13005, Marseille, France

    Irène Sari-Minodier

  4. Aix Marseille Univ, Avignon Université, CNRS, IRD, IMBE, 27 bd J Moulin, 13385, Marseille, France

    Irène Sari-Minodier, Blandine Courbiere & Jeanne Perrin

  5. Aix Marseille Univ, Inserm, MMG, U1251, Marseille Medical Genetics, 27 bd J Moulin, 13385, Marseille, France

    Catherine Metzler-Guillemain

  6. Aix Marseille Univ, IRD, AP-HM,MEPHI, IHU Méditerranée Infection, Marseille, France

    Florence Bretelle

Authors
  1. Nadia Nouiakh
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Claire Sunyach
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Sarah-Lyne Jos
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Irène Sari-Minodier
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Catherine Metzler-Guillemain
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Blandine Courbiere
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Florence Bretelle
    View author publications

    You can also search for this author in PubMed Google Scholar

  8. Jeanne Perrin
    View author publications

    You can also search for this author in PubMed Google Scholar

Contributions

JP designed the study; JP and FB obtained the funding; S-LJ, CS, ISM and JP designed the questionnaires; S-LJ and JP included the patients; S-LJ and NN entered the data and performed the statistical analysis; NN, CS, S-LJ and JP analyzed and interpreted the data; NN, CS and S-LJ drafted the manuscript; JP, CS, ISM, CMG, BC and FB were major contributors in writing the final manuscript; all authors read and approved the final manuscript.

Corresponding author

Correspondence to Jeanne Perrin.

Ethics declarations

Ethics approval and consent to participate

Participation in the study was voluntary and did not affect clinical management of the couples. The ethics committee of Aix-Marseille University approved the study (N: 20181306004), which was also registered with the local representative of the French data protection authority (N: 2019226).

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Nouiakh, N., Sunyach, C., Jos, SL. et al. Subfertile patients underestimate their risk factors of reprotoxic exposure. Basic Clin. Androl. 32, 11 (2022). https://doi.org/10.1186/s12610-022-00161-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12610-022-00161-z

Keywords

  • Environmental exposure
  • Couple infertility
  • Male fertility
  • Occupational exposure
  • Assisted reproductive technique
  • Man’s health

Mots clés

  • Expositions environnementales
  • Couple infertile
  • Expositions professionnelles
  • Assistance médicale à la procreation
  • Santé masculine

Basic and Clinical Andrology

ISSN: 2051-4190