Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults

Background: Population-based studies on the associations of long-term exposure to particulate matter (PM) with androgen and progesterone are still scant. Residential greenness is benefits health by promoting physical activity, reducing air pollution, and improving mental health, but it remains uncle...

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Main Authors: Dandan Wei, Shanshan Li, Xue Liu, Li Zhang, Pengling Liu, Keliang Fan, Luting Nie, Lulu Wang, Xiaotian Liu, Jian Hou, Wenqian Huo, Songcheng Yu, Linlin Li, Tao Jing, Xing Li, Wenjie Li, Yuming Guo, Chongjian Wang, Zhenxing Mao
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:Environment International
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412021001082
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language English
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author Dandan Wei
Shanshan Li
Xue Liu
Li Zhang
Pengling Liu
Keliang Fan
Luting Nie
Lulu Wang
Xiaotian Liu
Jian Hou
Wenqian Huo
Songcheng Yu
Linlin Li
Tao Jing
Xing Li
Wenjie Li
Yuming Guo
Chongjian Wang
Zhenxing Mao
spellingShingle Dandan Wei
Shanshan Li
Xue Liu
Li Zhang
Pengling Liu
Keliang Fan
Luting Nie
Lulu Wang
Xiaotian Liu
Jian Hou
Wenqian Huo
Songcheng Yu
Linlin Li
Tao Jing
Xing Li
Wenjie Li
Yuming Guo
Chongjian Wang
Zhenxing Mao
Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
Environment International
Particulate matter
Residential greenness
Androgen
Progesterone
author_facet Dandan Wei
Shanshan Li
Xue Liu
Li Zhang
Pengling Liu
Keliang Fan
Luting Nie
Lulu Wang
Xiaotian Liu
Jian Hou
Wenqian Huo
Songcheng Yu
Linlin Li
Tao Jing
Xing Li
Wenjie Li
Yuming Guo
Chongjian Wang
Zhenxing Mao
author_sort Dandan Wei
title Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
title_short Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
title_full Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
title_fullStr Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
title_full_unstemmed Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adults
title_sort long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural chinese adults
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2021-08-01
description Background: Population-based studies on the associations of long-term exposure to particulate matter (PM) with androgen and progesterone are still scant. Residential greenness is benefits health by promoting physical activity, reducing air pollution, and improving mental health, but it remains unclear whether it is related to androgen and progesterone levels among humans. Aims: This study aimed to explore the individual and interactive effects of PM and residential greenness on serum testosterone and progesterone levels among rural Chinese adults. Methods: A total of 6017 subjects were recruited from the baseline of the Henan Rural Cohort Study in 2016. Serum testosterone and progesterone were measured with liquid chromatography-tandem mass spectrometry. Particulate matters (PM) (PM1, PM2.5, and PM10) were assessed by machine learning algorithms. Residential greenness was assessed using the normalized difference vegetation index (NDVI) within 500-m, 1000-m, and 3000-m buffers around participants’ residences. The effects of air pollutants and residential greenness and their interaction on serum testosterone and progesterone levels were assessed using linear mixed-effects models with township as a random intercept. Results: After adjusting for potential confounding factors, a 1 μg/m3 increase in PM2.5 or PM10 was associated with a 0.037 or 0.030 ng/ml increase in serum testosterone, respectively, in females and with a 0.111 or 0.182 ng/ml decrease in serum progesterone, respectively, in males. A 1 μg/m3 increase in PM1, PM2.5 or PM10 was associated with a 0.222, 0.306, or 0.295 ng/ml decrease in serum progesterone, respectively, among females. Moreover, a 0.1-unit increase in NDVI was associated with a 0.310 ng/ml increase in serum testosterone and a 0.170 ng/ml increased in serum progesterone in males, as well as with a 0.143 ng/ml increase in serum progesterone in females. Interaction effects of PM and residential greenness on serum testosterone and progesterone levels were observed, indicating that the effects of residential greenness on serum testosterone and progesterone were modified by high levels of PM. In addition, physical activity significantly mediated 2.92% of the estimated association between greenness and testosterone levels. Conclusions: Our study suggested that long-term exposure to PM was positively associated with serum testosterone in males but negatively associated with progesterone levels in both genderssin. In addition, positive associations of residential greenness with serum testosterone and progesterone levels were observed, but they were modified by high levels of PM. Furthermore, the estimated effects of residential greenness on testosterone levels were partly mediated by physical activity.
topic Particulate matter
Residential greenness
Androgen
Progesterone
url http://www.sciencedirect.com/science/article/pii/S0160412021001082
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spelling doaj-ee093f57ea004c36ba2c95c6c669baf42021-05-22T04:35:13ZengElsevierEnvironment International0160-41202021-08-01153106483Long-term exposure to particulate matter and residential greenness in relation to androgen and progesterone levels among rural Chinese adultsDandan Wei0Shanshan Li1Xue Liu2Li Zhang3Pengling Liu4Keliang Fan5Luting Nie6Lulu Wang7Xiaotian Liu8Jian Hou9Wenqian Huo10Songcheng Yu11Linlin Li12Tao Jing13Xing Li14Wenjie Li15Yuming Guo16Chongjian Wang17Zhenxing Mao18Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, AustraliaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR ChinaDepartment of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, AustraliaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR ChinaDepartment of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China; Correspondence author at: Department of Epidemiology and Biostatistics, 100 Kexue Avenue, Zhengzhou 450001, Henan, PR China.Background: Population-based studies on the associations of long-term exposure to particulate matter (PM) with androgen and progesterone are still scant. Residential greenness is benefits health by promoting physical activity, reducing air pollution, and improving mental health, but it remains unclear whether it is related to androgen and progesterone levels among humans. Aims: This study aimed to explore the individual and interactive effects of PM and residential greenness on serum testosterone and progesterone levels among rural Chinese adults. Methods: A total of 6017 subjects were recruited from the baseline of the Henan Rural Cohort Study in 2016. Serum testosterone and progesterone were measured with liquid chromatography-tandem mass spectrometry. Particulate matters (PM) (PM1, PM2.5, and PM10) were assessed by machine learning algorithms. Residential greenness was assessed using the normalized difference vegetation index (NDVI) within 500-m, 1000-m, and 3000-m buffers around participants’ residences. The effects of air pollutants and residential greenness and their interaction on serum testosterone and progesterone levels were assessed using linear mixed-effects models with township as a random intercept. Results: After adjusting for potential confounding factors, a 1 μg/m3 increase in PM2.5 or PM10 was associated with a 0.037 or 0.030 ng/ml increase in serum testosterone, respectively, in females and with a 0.111 or 0.182 ng/ml decrease in serum progesterone, respectively, in males. A 1 μg/m3 increase in PM1, PM2.5 or PM10 was associated with a 0.222, 0.306, or 0.295 ng/ml decrease in serum progesterone, respectively, among females. Moreover, a 0.1-unit increase in NDVI was associated with a 0.310 ng/ml increase in serum testosterone and a 0.170 ng/ml increased in serum progesterone in males, as well as with a 0.143 ng/ml increase in serum progesterone in females. Interaction effects of PM and residential greenness on serum testosterone and progesterone levels were observed, indicating that the effects of residential greenness on serum testosterone and progesterone were modified by high levels of PM. In addition, physical activity significantly mediated 2.92% of the estimated association between greenness and testosterone levels. Conclusions: Our study suggested that long-term exposure to PM was positively associated with serum testosterone in males but negatively associated with progesterone levels in both genderssin. In addition, positive associations of residential greenness with serum testosterone and progesterone levels were observed, but they were modified by high levels of PM. Furthermore, the estimated effects of residential greenness on testosterone levels were partly mediated by physical activity.http://www.sciencedirect.com/science/article/pii/S0160412021001082Particulate matterResidential greennessAndrogenProgesterone