Aiqin Qiu , Kai Luo , Huan Liu , Jialing Huang , Xiaotu Liu , Jun Zhang , Da Chen , Weiwei Cheng , Wei Huang
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引用次数: 0
Abstract
Menstrual cycle characteristics constitute one of the significant female fertility indicators. Previous epidemiological studies have shown that exposure to environmental chemicals could affect menstrual cycle characteristics, but the knowledge remains limited overall. Per- and polyfluoroalkyl substances (PFAS) have been identified as potential reproductive toxicants, while previous studies mainly focused on several legacy PFAS chemicals but generally failed to explore the outcomes from exposure to a complex mixture of both legacy and emerging PFAS. Besides, the modification effect of physical activity is rarely considered. In the present study, we explored the associations of exposure to a suite of legacy and emerging PFAS and menstrual cycle regularity as well as the potential modification by physical activity based on a pre-conception cohort in Shanghai (China) with the participation of 1001 reproductive-aged women. A total of 20 PFAS chemicals with detection frequency >80 %, which were derived from the PFAS exposure profile of the same population in our previous study, were included in the confounder-adjusted logistic regression and Bayesian kernel machine regression (BKMR) analysis. In individual PFAS analysis, after adjustment of the covariates, ∑2m-PFOS (the sum of all perfluoro-dimethylhexane sulfonates) was significantly associated with menstrual cycle irregularity with an odds ratio (OR) of 1.35 (95 % confidence interval, CI: 1.09, 1.67) as well as long cycles (OR = 1.37; 95 % CI: 1.08, 1.70). In addition, a significant positive association was also found between perfluoro-n-nonanoic acid (PFNA) and long cycles (OR = 1.40; 95 % CI: 1.06, 1.86). No significant associations were found between the PFAS mixture and the menstrual cycle characteristics as revealed by BKMR analysis, while the significant association between ∑2m-PFOS and menstrual cycle irregularity was also observed in the mixture exposure model. Subgroup analysis stratified by physical activity level showed that the associations between ∑2m-PFOS and menstrual cycle irregularity as well as long cycles were more pronounced in the inactive physical activity subgroup. This study suggested that branched PFOS (i.e., ∑2m-PFOS) might act as the predominant risk factor for menstrual cycle irregularity, and physical activity could influence the risks.
期刊介绍:
Emerging Contaminants is an outlet for world-leading research addressing problems associated with environmental contamination caused by emerging contaminants and their solutions. Emerging contaminants are defined as chemicals that are not currently (or have been only recently) regulated and about which there exist concerns regarding their impact on human or ecological health. Examples of emerging contaminants include disinfection by-products, pharmaceutical and personal care products, persistent organic chemicals, and mercury etc. as well as their degradation products. We encourage papers addressing science that facilitates greater understanding of the nature, extent, and impacts of the presence of emerging contaminants in the environment; technology that exploits original principles to reduce and control their environmental presence; as well as the development, implementation and efficacy of national and international policies to protect human health and the environment from emerging contaminants.