Qian Jiahua, Mo Chunbao, Si Yuhe, Zhang Qianqian, Chen Yihao, Zhu Jiayu, Wang Yifei, Ma Jianxiong
Department of Nephrology, the First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, 310006, Zhejiang, China.
The First Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang, China.
BMC Public Health. 2025 May 13;25(1):1756. doi: 10.1186/s12889-025-22934-7.
Although the effects of climate change on human health are widely recognized, its potential role in male infertility prevalence has not been thoroughly examined. This study seeks to explore the association between changes in ambient temperature and the prevalence of male infertility.
This ecological study encompassed 174 countries and regions. We utilized data from 2000 to 2019 on the age-standardized prevalence rate (ASPR) of male infertility and ambient temperature to assess their potential association. The analysis accounted for several covariates, including the Sociodemographic Index (SDI), continent, smoking prevalence, alcohol consumption per capita (APC), nitrogen dioxide (NO₂), and ozone (O₃). Annual temperature values were derived by averaging monthly temperatures, and the deviance percentage of temperature (DPT) was computed based on the 20-year mean temperature. To examine spatial and nonlinear relationships between temperature and male infertility ASPR, we applied the geographic detector approach and Restricted Cubic Spline (RCS) curves. Furthermore, linear mixed-effects models were employed to quantify the association between DPT and male infertility ASPR, and adjusted models were subsequently used to forecast changes in ASPR under projected temperature scenarios for 2020-2030.
From 2000 to 2019, a spatial association was identified between temperature and the ASPR of male infertility. Additionally, a U-shaped correlation emerged, indicating the lowest ASPR at 15.7 °C. Higher DPT were linked to elevated male infertility ASPR, with an adjusted β estimate of 38.770 (95% CI: 8.392, 69.162). Projections suggest that ongoing temperature increases may continue to drive up male infertility ASPR.
Temperature change may be associated with an increased male infertility prevalence.
尽管气候变化对人类健康的影响已得到广泛认可,但其在男性不育症患病率方面的潜在作用尚未得到充分研究。本研究旨在探讨环境温度变化与男性不育症患病率之间的关联。
这项生态学研究涵盖了174个国家和地区。我们利用2000年至2019年男性不育症年龄标准化患病率(ASPR)和环境温度的数据来评估它们之间的潜在关联。分析考虑了几个协变量,包括社会人口学指数(SDI)、大洲、吸烟率、人均酒精消费量(APC)、二氧化氮(NO₂)和臭氧(O₃)。年温度值通过月平均温度得出,温度偏差百分比(DPT)基于20年平均温度计算。为了研究温度与男性不育症ASPR之间的空间和非线性关系,我们应用了地理探测器方法和受限立方样条(RCS)曲线。此外,采用线性混合效应模型来量化DPT与男性不育症ASPR之间的关联,随后使用调整后的模型预测2020 - 2030年预计温度情景下ASPR的变化。
2000年至2019年期间,发现温度与男性不育症ASPR之间存在空间关联。此外,出现了U形相关性,表明在15.7°C时ASPR最低。较高的DPT与男性不育症ASPR升高有关,调整后的β估计值为38.770(95%CI:8.392,69.162)。预测表明,持续的温度升高可能会继续推动男性不育症ASPR上升。
温度变化可能与男性不育症患病率增加有关。