Skip to main content

Advertisement

Log in

Maternal vitamin D levels and male reproductive health: a population-based follow-up study

  • REPRODUCTIVE EPIDEMIOLOGY
  • Published:
European Journal of Epidemiology Aims and scope Submit manuscript

Abstract

Maternal vitamin D levels during pregnancy may be important for reproductive health in male offspring by regulating cell proliferation and differentiation during development. We conducted a follow-up study of 827 young men from the Fetal Programming of Semen Quality (FEPOS) cohort, nested in the Danish National Birth Cohort to investigate if maternal vitamin D levels were associated with measures of reproductive health in adult sons. These included semen characteristics, testes volume, and reproductive hormone levels and were analysed according to maternal vitamin D (25(OH)D3) levels during pregnancy. In addition, an instrumental variable analysis using seasonality in sun exposure as an instrument for maternal vitamin D levels was conducted. We found that sons of mothers with vitamin D levels < 25 nmol/L had 11% (95% CI − 19 to − 2) lower testes volume and a 1.4 (95% CI 1.0 to 1.9) times higher risk of having low testes volume (< 15 mL), in addition to 20% (95% CI − 40 to 9) lower total sperm count and a 1.6 (95% CI 0.9 to 2.9) times higher risk of having a low total sperm count (< 39 million) compared with sons of mothers with vitamin D levels > 75 nmol/L. Continuous models, spline plots and an instrumental variable analysis supported these findings. Low maternal vitamin D levels were associated with lower testes volume and lower total sperm count with indications of dose-dependency. Maternal vitamin D level above 75 nmol/L during pregnancy may be beneficial for testes function in adult sons.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability

The dataset analysed in the study is not publicly available due to national data security legislation on sensitive personal data. Researchers may apply for access to data from the DNBC. Please see https://www.dnbc.dk/data-available or write to dnbc-research@ssi.dk for additional information.

References

  1. Holick MF. Vitamin D deficiency. N Engl J Med. 2007;357(3):266–81. https://doi.org/10.1056/NEJMra070553.

    Article  CAS  PubMed  Google Scholar 

  2. Hollis BW, Wagner CL. Vitamin D requirements and supplementation during pregnancy. Curr Opin Endocrinol Diabetes Obes. 2011;18(6):371–5. https://doi.org/10.1097/MED.0b013e32834b0040.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Pilz S, Zittermann A, Obeid R, et al. The role of vitamin D in fertility and during pregnancy and lactation: a review of clinical data. Int J Environ Res Public Health. 2018. https://doi.org/10.3390/ijerph15102241.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Dansk Selskab for Obstetrik og Gynækologi. D-vitamin mangel. Online. 2013. http://gynobsguideline.dk/sandbjerg/D-vitaminmangelGuideline2013.pdf

  5. McGrath J. Does ‘imprinting’ with low prenatal vitamin D contribute to the risk of various adult disorders? Med Hypotheses. 2001;56(3):367–71. https://doi.org/10.1054/mehy.2000.1226.

    Article  CAS  PubMed  Google Scholar 

  6. Sharpe RM, Skakkebaek NE. Are oestrogens involved in falling sperm counts and disorders of the male reproductive tract? Lancet. 1993;341(8857):1392–5. https://doi.org/10.1016/0140-6736(93)90953-e.

    Article  CAS  PubMed  Google Scholar 

  7. Skakkebaek NE, Rajpert-De Meyts E, Buck Louis GM, et al. Male reproductive disorders and fertility trends: influences of environment and genetic susceptibility. Physiol Rev. 2016;96(1):55–97. https://doi.org/10.1152/physrev.00017.2015.

    Article  CAS  PubMed  Google Scholar 

  8. Eyles DW, Smith S, Kinobe R, Hewison M, McGrath JJ. Distribution of the vitamin D receptor and 1 alpha-hydroxylase in human brain. J Chem Neuroanat. 2005;29(1):21–30. https://doi.org/10.1016/j.jchemneu.2004.08.006.

    Article  CAS  PubMed  Google Scholar 

  9. Pérez-Fernandez R, Alonso M, Segura C, Muñoz I, García-Caballero T, Diguez C. Vitamin D receptor gene expression in human pituitary gland. Life Sci. 1997;60(1):35–42. https://doi.org/10.1016/s0024-3205(96)00586-3.

    Article  PubMed  Google Scholar 

  10. Blomberg JM. Vitamin D and male reproduction. Nat Rev Endocrinol. 2014;10(3):175–86. https://doi.org/10.1038/nrendo.2013.262.

    Article  CAS  Google Scholar 

  11. Lorenzen M, Boisen IM, Mortensen LJ, Lanske B, Juul A, Blomberg JM. Reproductive endocrinology of vitamin D. Mol Cell Endocrinol. 2017;453:103–12. https://doi.org/10.1016/j.mce.2017.03.023.

    Article  CAS  PubMed  Google Scholar 

  12. Boisen IM, Bøllehuus Hansen L, Mortensen LJ, Lanske B, Juul A, Blomberg JM. Possible influence of vitamin D on male reproduction. J Steroid Biochem Mol Biol. 2017;173:215–22. https://doi.org/10.1016/j.jsbmb.2016.09.023.

    Article  CAS  PubMed  Google Scholar 

  13. Blomberg Jensen M, Jørgensen A, Nielsen JE, et al. Vitamin D metabolism and effects on pluripotency genes and cell differentiation in testicular germ cell tumors in vitro and in vivo. Neoplasia. 2012;14(10):952–63. https://doi.org/10.1593/neo.121164.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Snegarova V, Naydenova D. Vitamin D: a review of its effects on epigenetics and gene regulation. Folia Med. 2020;62(4):662–7. https://doi.org/10.3897/folmed.62.e50204.

    Article  CAS  Google Scholar 

  15. Arab A, Hadi A, Moosavian SP, Askari G, Nasirian M. The association between serum vitamin D, fertility and semen quality: a systematic review and meta-analysis. Int J Surg. 2019;71:101–9. https://doi.org/10.1016/j.ijsu.2019.09.025.

    Article  PubMed  Google Scholar 

  16. de Angelis C, Galdiero M, Pivonello C, et al. The role of vitamin D in male fertility: a focus on the testis. Rev Endocr Metab Disord. 2017;18(3):285–305. https://doi.org/10.1007/s11154-017-9425-0.

    Article  CAS  PubMed  Google Scholar 

  17. Fu L, Chen YH, Xu S, et al. Vitamin D deficiency impairs testicular development and spermatogenesis in mice. Reprod Toxicol. 2017;73:241–9. https://doi.org/10.1016/j.reprotox.2017.06.047.

    Article  CAS  PubMed  Google Scholar 

  18. Keglberg Hærvig K, Bonde JP, Ramlau-Hansen CH, et al. Fetal programming of semen quality (FEPOS) cohort—a DNBC male-offspring cohort. Clin Epidemiol. 2020;12:757–70. https://doi.org/10.2147/clep.S242631.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Olsen J, Melbye M, Olsen SF, et al. The Danish National Birth Cohort—its background, structure and aim. Scand J Public Health. 2001;29(4):300–7.

    Article  CAS  PubMed  Google Scholar 

  20. World Health Organization. WHO laboratory manual for the examination and processing of human semen. 5th ed. Geneva: World Health Organization; 2010.

    Google Scholar 

  21. Ramlau-Hansen CH, Thulstrup AM, Bonde JP, Ernst E. Is self-measuring of testicular volume by a Prader orchidometer a valid method? Fertil Steril. 2007;87(6):1480–2. https://doi.org/10.1016/j.fertnstert.2006.11.032.

    Article  PubMed  Google Scholar 

  22. Greenland S, Pearl J, Robins JM. Causal diagrams for epidemiologic research. Epidemiology. 1999;10(1):37–48.

    Article  CAS  PubMed  Google Scholar 

  23. Holick MF. Vitamin D status: measurement, interpretation, and clinical application. Ann Epidemiol. 2009;19(2):73–8. https://doi.org/10.1016/j.annepidem.2007.12.001.

    Article  PubMed  Google Scholar 

  24. Hammoud AO, Meikle AW, Peterson CM, Stanford J, Gibson M, Carrell DT. Association of 25-hydroxy-vitamin D levels with semen and hormonal parameters. Asian J Androl. 2012;14(6):855–9. https://doi.org/10.1038/aja.2012.77.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Hernan MA, Hernandez-Diaz S, Robins JM. A structural approach to selection bias. Epidemiology. 2004;15(5):615–25.

    Article  PubMed  Google Scholar 

  26. Gaml-Sorensen A, Brix N, Tottenborg SS, et al. Selection bias in a male-offspring cohort investigating fecundity: is there reason for concern? Hum Reprod. 2022. https://doi.org/10.1093/humrep/deac241.

    Article  Google Scholar 

  27. Lawlor DA, Tilling K, Davey SG. Triangulation in aetiological epidemiology. Int J Epidemiol. 2016;45(6):1866–86. https://doi.org/10.1093/ije/dyw314.

    Article  PubMed  Google Scholar 

  28. Greenland S. An introduction to instrumental variables for epidemiologists. Int J Epidemiol. 2000;29(4):722–9. https://doi.org/10.1093/ije/29.4.722.

    Article  CAS  PubMed  Google Scholar 

  29. Baiocchi M, Cheng J, Small DS. Instrumental variable methods for causal inference. Stat Med. 2014;33(13):2297–340. https://doi.org/10.1002/sim.6128.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Sayers A, Tilling K, Boucher BJ, Noonan K, Tobias JH. Predicting ambient ultraviolet from routine meteorological data; its potential use as an instrumental variable for vitamin D status in pregnancy in a longitudinal birth cohort in the UK. Int J Epidemiol. 2009;38(6):1681–8. https://doi.org/10.1093/ije/dyp237.

    Article  PubMed  Google Scholar 

  31. Holick MF, Ultraviolet B. Radiation: the vitamin D connection. In: Ahmad SI, editor. Ultraviolet light in human health, diseases and environment. Cham: Springer; 2017. p. 137–54.

    Chapter  Google Scholar 

  32. Rothman KJ, Lash TL, VanderWeele TJ, Haneuse S. Modern epidemiology. 4th ed. Philadelphia: Wolters Kluwer; 2021.

    Google Scholar 

  33. Hernán MARJ. Causal inference: what if. Boca Raton: Chapman & Hall/CRC; 2020.

    Google Scholar 

  34. Sharpe RM. Androgens and the masculinization programming window: human-rodent differences. Biochem Soc Trans. 2020;48(4):1725–35. https://doi.org/10.1042/bst20200200.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Bliddal M, Broe A, Pottegård A, Olsen J, Langhoff-Roos J. The Danish medical birth register. Eur J Epidemiol. 2018;33(1):27–36. https://doi.org/10.1007/s10654-018-0356-1.

    Article  PubMed  Google Scholar 

  36. Hærvig KK, Petersen KU, Hougaard KS, et al. Maternal exposure to per- and polyfluoroalkyl substances (PFAS) and male reproductive function in young adulthood: combined exposure to seven PFAS. Environ Health Perspect. 2022;130(10):107001. https://doi.org/10.1289/ehp10285.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Pesaran MH. Generalized method of moments. In: Pesaran MH, editor. Time series and panel data econometrics. Berlin: Oxford University Press; 2015.

    Chapter  Google Scholar 

  38. Stewart TM, Liu DY, Garrett C, Brown EH, Baker HW. Recruitment bias in studies of semen and other factors affecting pregnancy rates in fertile men. Hum Reprod. 2009;24(10):2401–8. https://doi.org/10.1093/humrep/dep215.

    Article  CAS  PubMed  Google Scholar 

  39. Hansen L, Tjønneland A, Køster B, et al. Vitamin D status and seasonal variation among Danish children and adults: a descriptive study. Nutrients. 2018. https://doi.org/10.3390/nu10111801.

    Article  PubMed  PubMed Central  Google Scholar 

  40. Hart RJ, Doherty DA, McLachlan RI, et al. Testicular function in a birth cohort of young men. Hum Reprod. 2015;30(12):2713–24. https://doi.org/10.1093/humrep/dev244.

    Article  CAS  PubMed  Google Scholar 

  41. World Health Organization. WHO laboratory manual for the examination and processing of human semen. 6th ed. Geneva: World Health Organization; 2021.

    Google Scholar 

  42. Jensen TK, Andersson AM, Hjollund NH, et al. Inhibin B as a serum marker of spermatogenesis: correlation to differences in sperm concentration and follicle-stimulating hormone levels. A study of 349 Danish men. J Clin Endocrinol Metab. 1997;82(12):4059–63. https://doi.org/10.1210/jcem.82.12.4456.

    Article  CAS  PubMed  Google Scholar 

  43. Vestergaard AL, Justesen S, Volqvartz T, et al. Vitamin D insufficiency among Danish pregnant women—prevalence and association with adverse obstetric outcomes and placental vitamin D metabolism. Acta Obstet Gynecol Scand. 2021;100(3):480–8. https://doi.org/10.1111/aogs.14019.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This publication is part of the ReproUnion collaborative study, co-financed by the European Union, Intereg V ÖKS (20200407). The FEPOS project was also funded by the Lundbeck Foundation (R170-2014-855), the Capital Region of Denmark, Region Skåne, and the Medical Faculty at Lund University, Sweden, Medical doctor Sofus Carl Emil Friis and spouse Olga Doris Friis's Grant, Axel Muusfeldt’s Foundation (2016-491), AP Møller Foundation (16-37), the Health Foundation and Dagmar Marshall’s Fond. In addition, this study was supported by Aarhus University and Independent Research Fund Denmark (9039-00128B). We are grateful to all participants and to biomedical laboratory technicians Marianne Lipka Flensborg and Joan Dideriksen for running the clinics and collecting data. We also thank Josefine Rahbæk Larsen for assisting with recruitment and data entry, Lone Fredslund and Inge Eisensee for data management, Cecilia Tingsmark for conducting the morphology analysis, and Anna Rönnholm, Marie Bengtsson, and Åsa Amilon at the Division of Occupational and Environmental Medicine at Lund University, Sweden, for performing the analyses of 25(OH)D3. The Danish National Birth Cohort (DNBC) was established with a significant grant from the Danish National Research Foundation. Additional support was obtained from the Danish Regional Committees, the Pharmacy Foundation, the Egmont Foundation, the March of Dimes Birth Defects Foundation, the Health Foundation and other minor grants. The DNBC Biobank has been supported by the Novo Nordisk Foundation and the Lundbeck Foundation. Follow-up of mothers and children have been supported by the Danish Medical Research Council (SSVF 0646, 271-08-0839/06-066023, O602-01042B, 0602-02738B), the Lundbeck Foundation (195/04, R100-A9193), The Innovation Fund Denmark 0603-00294B (09-067124), the Nordea Foundation (02-2013-2014), Aarhus Ideas (AU R9-A959-13-S804), University of Copenhagen Strategic Grant (IFSV 2012), and the Danish Council for Independent Research (DFF – 4183-00594 and DFF—4183-00152).

Funding

This publication is part of the ReproUnion collaborative study, co-financed by the European Union, Intereg V ÖKS (20200407). The FEPOS project was further funded by the Lundbeck Foundation (R170-2014-855), the Capital Region of Denmark, Region Skåne, and the Medical Faculty at Lund University, Sweden, Medical doctor Sofus Carl Emil Friis and spouse Olga Doris Friis’s Grant, Axel Muusfeldt’s Foundation (2016-491), AP Møller Foundation (16-37), the Health Foundation and Dagmar Marshall’s Fond. In addition, this study was supported by Aarhus University and Independent Research Fund Denmark (9039-00128B).

Author information

Authors and Affiliations

Authors

Contributions

BBH and CHR-H planned and acquired the funding for this specific study, and CL acquired the data on vitamin D levels. AG-S performed data management in close collaboration with KKH. The analysis strategy was designed by AG-S, who also performed the statistical analyses, and wrote the first draft in close collaboration with NB, GT, TBH, and CHR-H. The instrumental variable analysis was supervised by OAA. The funding for FEPOS was acquired by SST and JPEB. Data collection in FEPOS was planned and headed by GT, BBH, SST, KKH, KSH, JPEB and CHR-H. All authors interpreted the data, revised the manuscript critically, approved and accepted responsibility of the final manuscript.

Corresponding author

Correspondence to Anne Gaml-Sørensen.

Ethics declarations

Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

Ethics approval

The Committee for Biomedical Research Ethics in Denmark approved data collection in the DNBC ((KF) 01-471/94). The establishment of the FEPOS cohort was approved by the Scientific Research Ethics Committee for Copenhagen and Frederiksberg (No. H-16015857) and the Knowledge Centre on Data Protection Compliance under the records of processing regarding health science research projects within the Capitol Region of Denmark (P-2019-503). This specific study was approved by the Danish Data Protection Agency (2015-57-0002, rec no 231) and the Steering Committee of the DNBC (Ref. No. 2020-27). Written informed consent was provided by all participants at enrolment. The funders of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.

Additional information

Publisher's Note

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

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1928 kb)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gaml-Sørensen, A., Brix, N., Hærvig, K.K. et al. Maternal vitamin D levels and male reproductive health: a population-based follow-up study. Eur J Epidemiol 38, 469–484 (2023). https://doi.org/10.1007/s10654-023-00987-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10654-023-00987-5

Keywords

Navigation