Association of Urinary Phthalate Metabolites with Lipid Profiles and the Mediating Role of Serum Globulin: A Repeated-Measures Study

被引:0
作者
Huang, Kun [1 ,2 ]
Liu, Linlin [1 ,2 ]
Zhao, Lei [1 ,2 ]
Liu, Miao [1 ,2 ]
Wang, Chongjian [3 ]
Guo, Wenting [1 ,2 ]
Yang, Huihua [1 ,2 ]
Zhu, Rui [4 ]
Zhang, Xiaomin [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Occupat & Environm Hlth, Minist Educ, Key Lab Environm & Hlth, 13 Hangkong Rd, Wuhan 430030, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth, State Key Lab Environm Hlth Incubating, 13 Hangkong Rd, Wuhan 430030, Hubei, Peoples R China
[3] Zhengzhou Univ, Coll Publ Hlth, Dept Epidemiol & Biostat, Zhengzhou, Henan, Peoples R China
[4] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Tradit Chinese Med, 13 Hangkong Rd, Wuhan 430030, Hubei, Peoples R China
关键词
Phthalate; Blood lipid profiles; Globulin; Bayesian kernel machine regression; Bayesian weighted quantile sum; BLOOD-LIPIDS; RISK; EXPOSURE; DISEASE; MANAGEMENT; CHILDHOOD; OBESITY;
D O I
10.1007/s12403-024-00677-x
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The relationship between exposure to multiple phthalates and blood lipid levels, along with underlying mechanisms, remains unclear. We conducted a panel study with 119 adults, each participating in three visits across different seasons, to evaluate associations between phthalate mixture and lipid profiles, as well as the mediating effect of serum globulin. Ten urinary phthalate metabolites (mPAEs) were measured over four consecutive days each season. Linear mixed-effect models, Bayesian kernel machine regression (BKMR), and Bayesian weighted quantile sum (BWQS) regression were used to explore associations between mPAEs and lipid levels. Several mPAEs were significantly associated with elevated total cholesterol (TC) at a one-day lag and low-density lipoprotein cholesterol (LDL-C) on the same day. These associations were more pronounced in males and individuals with abdominal obesity. Consistent with BWQS results, BKMR analysis indicated that LDL-C levels increased with higher exposure to mPAE mixture, with a percentage change of 2.45% (95% confidence interval [CI]: 0.18, 4.78) for ten mPAEs and 2.29% (95% CI: 0.51, 4.10) for four low-molecular-weight phthalates, primarily driven by Mono-methyl phthalate (MMP). Higher TC levels were associated with the mPAE mixture (1.31%, 95% CI: 0.36, 2.27) and high-molecular-weight phthalate mixture (1.25%, 95% CI: 0.37, 2.14), driven by mono-(2-ethyl-5-carboxypentyl) phthalate and mono-ethyl phthalate. Serum globulin mediated the relationship between MMP and TC, accounting for 35.8% of the mediation effect. Exposure to mPAEs, individually or in mixture, is associated with increased LDL-C and TC levels, with serum globulin potentially mediating the increase in TC levels related to MMP exposure.
引用
收藏
页码:551 / 563
页数:13
相关论文
共 56 条
[1]   In the Clinic Dyslipidemia [J].
Arvanitis, Marios ;
Lowenstein, Charles J. .
ANNALS OF INTERNAL MEDICINE, 2023, 176 (06) :ITC81-U191
[2]   Assessing human exposure to phthalates using monoesters and their oxidized metabolites as biomarkers [J].
Barr, DB ;
Silva, MJ ;
Kato, K ;
Reidy, JA ;
Malek, NA ;
Hurtz, D ;
Sadowski, M ;
Needham, LL ;
Calafat, AM .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2003, 111 (09) :1148-1151
[3]   Sex hormone-binding globulin is a major determinant of the lipid profile:: the PRIME study [J].
Bataille, V ;
Perret, B ;
Evans, A ;
Amouyel, P ;
Arveiler, D ;
Ducimetière, P ;
Bard, JM ;
Ferrières, J .
ATHEROSCLEROSIS, 2005, 179 (02) :369-373
[4]   The interaction of hepatic lipid and glucose metabolism in liver diseases [J].
Bechmann, Lars P. ;
Hannivoort, Rebekka A. ;
Gerken, Guido ;
Hotamisligil, Goekhan S. ;
Trauner, Michael ;
Canbay, Ali .
JOURNAL OF HEPATOLOGY, 2012, 56 (04) :952-964
[5]   Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression [J].
Bobb, Jennifer F. ;
Henn, Birgit Claus ;
Valeri, Linda ;
Coull, Brent A. .
ENVIRONMENTAL HEALTH, 2018, 17
[6]   Lipoprotein management in patients with cardiometabolic risk - Consensus conference report from the American diabetes association and the American college of cardiology foundation [J].
Brunzell, John D. ;
Davidson, Michael ;
Furberg, Curt D. ;
Goldberg, Ronald B. ;
Howard, Barbara V. ;
Stein, James H. ;
Witztum, Joseph L. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2008, 51 (15) :1512-1524
[7]   Age and sex differences in childhood and adulthood obesity association with phthalates: Analyses of NHANES 2007-2010 [J].
Buser, Melanie C. ;
Murray, H. Edward ;
Scinicariello, Franco .
INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH, 2014, 217 (06) :687-694
[8]   EPIDEMIOLOGY OF CORONARY HEART-DISEASE - THE FRAMINGHAM-STUDY [J].
CASTELLI, WP .
AMERICAN JOURNAL OF MEDICINE, 1984, 76 (2A) :4-12
[9]   Per- and poly-fluoroalkyl substances and bone mineral density: Results from the Bayesian weighted quantile sum regression [J].
Colicino, Elena ;
Pedretti, Nicolo Foppa ;
Busgang, Stefanie A. ;
Gennings, Chris .
ENVIRONMENTAL EPIDEMIOLOGY, 2020, 4 (03)
[10]   Bayesian kernel machine regression-causal mediation analysis [J].
Devick, Katrina L. ;
Bobb, Jennifer F. ;
Mazumdar, Maitreyi ;
Henn, Birgit Claus ;
Bellinger, David C. ;
Christiani, David C. ;
Wright, Robert O. ;
Williams, Paige L. ;
Coull, Brent A. ;
Valeri, Linda .
STATISTICS IN MEDICINE, 2022, 41 (05) :860-876