PPARα Activation-Mediated Testosterone Reduction as the Key Adverse Outcome Pathway for Cd-Induced Male Infertility: A Novel Integrated Approach

Cadmium (Cd)-induced male infertility and its mechanisms have been widely studied, but systematic construction of an adverse outcome pathway (AOP) network and identification of key AOPs remained unknown. This study integrated network toxicology, single-cell sequencing, NHANES research, animal experiments, and molecular modeling to construct an AOP network and identify the key AOP for Cd-induced male infertility. We constructed an AOP network comprising 9 AOPs and confirmed that PPARα activation leading to testosterone reduction and subsequent male infertility is the key AOP. Single-cell sequencing analysis showed downregulation of testosterone synthesis genes (<i>Cyp11a1</i>) in Cd-exposed Leydig cells, whereas NHANES data showed a threshold effect between blood Cd (about 1.17 μg/L) and serum testosterone, indicating that high Cd exposure can reduce serum testosterone levels. Subnetwork analysis prioritized PPARα activation and increased the number of reactive oxygen species as potential critical MIEs. <i>In vivo</i> experiments further validated that the PPARα inhibitor (GW6471) more effectively reversed Cd-evoked sperm count reduction than the antioxidant <i>N</i>-acetylcysteine. Taken together, these results validated PPARα activation-mediated testosterone reduction as the key pathway for Cd-induced male infertility and established a novel integrative paradigm for identifying key AOPs in environmental toxicology.

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Journal
Environmental Science & Technology
Published
2025-11-13
DOI
https://doi.org/10.1021/acs.est.5c09190
Citations
1
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
1.20
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article

PPARα Activation-Mediated Testosterone Reduction as the Key Adverse Outcome Pathway for Cd-Induced Male Infertility: A Novel Integrated Approach

Hua-Long Zhu, Wei Chang, Siting Liu, Liyan Yang et al.
1 citations
Environmental Science & Technology
Heavy Metal Exposure and Toxicity
1.20
article

PPARα Activation-Mediated Testosterone Reduction as the Key Adverse Outcome Pathway for Cd-Induced Male Infertility: A Novel Integrated Approach

Hua-Long Zhu, Wei Chang, Siting Liu, Liyan Yang, Xinyi Cheng, Shendong Xu, Mengxue Gao, Xudong Zhang, Hao Li, Yuan Zhi, Jin Zhang, Hua Wang, Lei Gao, Jing-Wen Hong, Lanlan Wu, Qi Lu, Yong-Wei Xiong, Ye‐Xin Luo, Xin‐Run Wang
article en
1 citations

Abstract

Cadmium (Cd)-induced male infertility and its mechanisms have been widely studied, but systematic construction of an adverse outcome pathway (AOP) network and identification of key AOPs remained unknown. This study integrated network toxicology, single-cell sequencing, NHANES research, animal experiments, and molecular modeling to construct an AOP network and identify the key AOP for Cd-induced male infertility. We constructed an AOP network comprising 9 AOPs and confirmed that PPARα activation leading to testosterone reduction and subsequent male infertility is the key AOP. Single-cell sequencing analysis showed downregulation of testosterone synthesis genes (<i>Cyp11a1</i>) in Cd-exposed Leydig cells, whereas NHANES data showed a threshold effect between blood Cd (about 1.17 μg/L) and serum testosterone, indicating that high Cd exposure can reduce serum testosterone levels. Subnetwork analysis prioritized PPARα activation and increased the number of reactive oxygen species as potential critical MIEs. <i>In vivo</i> experiments further validated that the PPARα inhibitor (GW6471) more effectively reversed Cd-evoked sperm count reduction than the antioxidant <i>N</i>-acetylcysteine. Taken together, these results validated PPARα activation-mediated testosterone reduction as the key pathway for Cd-induced male infertility and established a novel integrative paradigm for identifying key AOPs in environmental toxicology.

Environmental Science & TechnologyVol. 59(46)
Wannan Medical College (CN), Ministry of Education of the People's Republic of China (CN), Anhui University (CN), Anhui Medical University (CN), General Department of Preventive Medicine (VN), Faculty of Public Health (GB), Institute of Population and Public Health (CA), Life Cycle Engineering (United States) (US)
Openalex Percentile: Top 16%
Heavy Metal Exposure and Toxicity
1.20
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