Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role
Background: Although short-term exposure to particulate matter (PM) was associated with increased glucocorticoids (GCs) levels, available evidence on associations of long-term exposure to PM and GCs levels is still scant. Previous studies has showed that meat intake is associated with sex hormones l...
Main Authors: | , , , , , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2021-06-01
|
Series: | Ecotoxicology and Environmental Safety |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S014765132100244X |
_version_ | 1818887919908159488 |
---|---|
author | Dandan Wei Shanshan Li Li Zhang Pengling Liu Keliang Fan Luting Nie Lulu Wang Xiaotian Liu Jian Hou Songcheng Yu Linlin Li Tao Jing Xing Li Wenjie Li Yuming Guo Chongjian Wang Wenqian Huo Zhenxing Mao |
author_facet | Dandan Wei Shanshan Li Li Zhang Pengling Liu Keliang Fan Luting Nie Lulu Wang Xiaotian Liu Jian Hou Songcheng Yu Linlin Li Tao Jing Xing Li Wenjie Li Yuming Guo Chongjian Wang Wenqian Huo Zhenxing Mao |
author_sort | Dandan Wei |
collection | DOAJ |
description | Background: Although short-term exposure to particulate matter (PM) was associated with increased glucocorticoids (GCs) levels, available evidence on associations of long-term exposure to PM and GCs levels is still scant. Previous studies has showed that meat intake is associated with sex hormones levels, but it is unknown whether meat intake is associated with GCs levels. Furthermore, the role of meat intake in the associations between PM and GCs levels remains unclear. Aims: The aims of this study were to explore the associations of long-term exposure to PM and GCs levels among Chinese rural adults, and the role of meat intake in these associations. Materials and methods: A total of 6223 subjects were recruited from the Henan Rural Cohort Study. Serum GCs levels were measured with liquid chromatography-tandem mass spectrometry. The concentrations of PM (PM1 and PM2.5) for each subject were assessed with machine learning algorithms. The food frequency questionnaire (FFQ) was used to obtain each participant’ information on meat intake. The effects of PM and meat intake on GCs levels were assessed using generalized linear models. In addition, modification analyses were performed to identify the role of meat intake played in the associations of PM with serum GCs levels. Results: Per 1 μg/m3 increment in PM1 or PM2.5 concentration was associated with a 0.364 ng/ml (95% confidence interval (CI): 0.234, 0.494) or 0.227 ng/ml (95%CI: 0.110, 0.343) increase in serum cortisone, respectively. In addition, the moderation effects of total meat intake and red meat intake on the associations of long-term exposure to PM1 or PM2.5 with serum cortisone were observed (P < 0.05), indicating that individuals who had high levels of PM1 or PM2.5 and meat intake were more susceptible to have a higher state of serum cortisone. Conclusions: Our findings suggested that long-term exposure to PM1 or PM2.5 was associated with serum cortisone. Moreover, meat intake was found to be a significant moderator in the association of PM1 or PM2.5 with serum cortisone levels. |
first_indexed | 2024-12-19T16:44:53Z |
format | Article |
id | doaj.art-226daaa9462146f0a98e94da160e3c62 |
institution | Directory Open Access Journal |
issn | 0147-6513 |
language | English |
last_indexed | 2024-12-19T16:44:53Z |
publishDate | 2021-06-01 |
publisher | Elsevier |
record_format | Article |
series | Ecotoxicology and Environmental Safety |
spelling | doaj.art-226daaa9462146f0a98e94da160e3c622022-12-21T20:13:41ZengElsevierEcotoxicology and Environmental Safety0147-65132021-06-01215112133Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation roleDandan Wei0Shanshan Li1Li Zhang2Pengling Liu3Keliang Fan4Luting Nie5Lulu Wang6Xiaotian Liu7Jian Hou8Songcheng Yu9Linlin Li10Tao Jing11Xing Li12Wenjie Li13Yuming Guo14Chongjian Wang15Wenqian Huo16Zhenxing Mao17Department 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 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 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 Occupational and Environmental Health Sciences, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China; Corresponding author.Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China; Correspondence to: Department of Epidemiology and Biostatistics, 100 Kexue Avenue, Zhengzhou 450001, Henan, PR China.Background: Although short-term exposure to particulate matter (PM) was associated with increased glucocorticoids (GCs) levels, available evidence on associations of long-term exposure to PM and GCs levels is still scant. Previous studies has showed that meat intake is associated with sex hormones levels, but it is unknown whether meat intake is associated with GCs levels. Furthermore, the role of meat intake in the associations between PM and GCs levels remains unclear. Aims: The aims of this study were to explore the associations of long-term exposure to PM and GCs levels among Chinese rural adults, and the role of meat intake in these associations. Materials and methods: A total of 6223 subjects were recruited from the Henan Rural Cohort Study. Serum GCs levels were measured with liquid chromatography-tandem mass spectrometry. The concentrations of PM (PM1 and PM2.5) for each subject were assessed with machine learning algorithms. The food frequency questionnaire (FFQ) was used to obtain each participant’ information on meat intake. The effects of PM and meat intake on GCs levels were assessed using generalized linear models. In addition, modification analyses were performed to identify the role of meat intake played in the associations of PM with serum GCs levels. Results: Per 1 μg/m3 increment in PM1 or PM2.5 concentration was associated with a 0.364 ng/ml (95% confidence interval (CI): 0.234, 0.494) or 0.227 ng/ml (95%CI: 0.110, 0.343) increase in serum cortisone, respectively. In addition, the moderation effects of total meat intake and red meat intake on the associations of long-term exposure to PM1 or PM2.5 with serum cortisone were observed (P < 0.05), indicating that individuals who had high levels of PM1 or PM2.5 and meat intake were more susceptible to have a higher state of serum cortisone. Conclusions: Our findings suggested that long-term exposure to PM1 or PM2.5 was associated with serum cortisone. Moreover, meat intake was found to be a significant moderator in the association of PM1 or PM2.5 with serum cortisone levels.http://www.sciencedirect.com/science/article/pii/S014765132100244XParticulate matterGlucocorticoidsMeat intakeRural population |
spellingShingle | Dandan Wei Shanshan Li Li Zhang Pengling Liu Keliang Fan Luting Nie Lulu Wang Xiaotian Liu Jian Hou Songcheng Yu Linlin Li Tao Jing Xing Li Wenjie Li Yuming Guo Chongjian Wang Wenqian Huo Zhenxing Mao Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role Ecotoxicology and Environmental Safety Particulate matter Glucocorticoids Meat intake Rural population |
title | Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role |
title_full | Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role |
title_fullStr | Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role |
title_full_unstemmed | Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role |
title_short | Long-term exposure to PM1 and PM2.5 is associated with serum cortisone level and meat intake plays a moderation role |
title_sort | long term exposure to pm1 and pm2 5 is associated with serum cortisone level and meat intake plays a moderation role |
topic | Particulate matter Glucocorticoids Meat intake Rural population |
url | http://www.sciencedirect.com/science/article/pii/S014765132100244X |
work_keys_str_mv | AT dandanwei longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT shanshanli longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT lizhang longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT penglingliu longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT keliangfan longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT lutingnie longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT luluwang longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT xiaotianliu longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT jianhou longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT songchengyu longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT linlinli longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT taojing longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT xingli longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT wenjieli longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT yumingguo longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT chongjianwang longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT wenqianhuo longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole AT zhenxingmao longtermexposuretopm1andpm25isassociatedwithserumcortisonelevelandmeatintakeplaysamoderationrole |