Semen quality and windows of susceptibility: A case study during COVID-19 outbreak in China
- PMID: 33812874
- PMCID: PMC8542995
- DOI: 10.1016/j.envres.2021.111085
Semen quality and windows of susceptibility: A case study during COVID-19 outbreak in China
Abstract
Background: To evaluate the impact of air pollution exposure on semen quality parameters during COVID-19 outbreak in China, and to identify potential windows of susceptibility for semen quality.
Methods: A retrospective observational study was carried out on 1991 semen samples collected between November 23, 2019 and July 23, 2020 (a period covering COVID-19 lock-down in China) from 781 sperm donor candidates at University-affiliated Sichuan Provincial Human Sperm Bank. Multivariate mixed-effects regression models were constructed to investigate the relationship between pollution exposure, windows of susceptibility, and semen quality, while controlling for biographic and meteorologic confounders.
Result(s): The results indicated multiple windows of susceptibility for semen quality, especially sperm motility, due to ambient pollution exposure. Exposure to particulate matters (PM2.5 and PM10), O3 and NO2 during late stages of spermatogenesis appeared to have weak but positive association with semen quality. Exposure to CO late in sperm development appeared to have inverse relationship with sperm movement parameters. Exposure to SO2 appeared to influence semen quality throughout spermatogenesis.
Conclusion(s): Potential windows of susceptibility for semen quality varied depending on air pollutants. Sperm motility was sensitive to pollution exposure. Findings from current study further elucidate the importance of sensitive periods during spermatogenesis and provide new evidence for the determinants of male fertility.
Keywords: Computer sperm analysis; Pollution exposure; Semen quality; Sperm motility; Windows of susceptibility.
Copyright © 2021 Elsevier Inc. All rights reserved.
Conflict of interest statement
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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References
-
- Agarwal A., Saleh R.A., Bedaiwy M.A. Role of reactive oxygen species in the pathophysiology of human reproduction. Fertil. Steril. 2003;79:829–843. - PubMed
-
- Bates D., Mächler M., Bolker B., Walker S. Fitting linear mixed-effects models using lme4. J. Stat. Software. 2015;67:1–48.
-
- Caswell T.A., Droettboom M., Lee A., Hunter J., Firing E., Stansby D., Klymak J., Hoffmann T., Andrade E.S.D., Varoquaux N., Nielsen J.H., Root B., Elson P., May R., Dale D., Lee Jae-Joon, Seppänen J.K., McDougall D., Straw A., Hobson P., Gohlke C., Yu T.S., Ma E., Vincent A.F., Silvester S., Moad C., Kniazev N., Ivanov P., Ernest E., Katins J. 2020. Matplotlib/Matplotlib v3.1.3. Zenodo.
-
- Chan C.K., Yao X. Air pollution in mega cities in China. Atmos. Environ. 2008;42:1–42.
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