Associations between metal(loid) exposure with overweight and obesity and abdominal obesity in the general population: A cross-sectional study in China

被引:4
|
作者
Shen T. [1 ,2 ]
Zhong L. [1 ,2 ]
Ji G. [3 ]
Chen B. [1 ,2 ]
Liao M. [1 ,2 ]
Li L. [1 ,2 ]
Huang H. [1 ,2 ]
Li J. [1 ,2 ]
Wei Y. [1 ,2 ]
Wu S. [1 ,2 ]
Chen Z. [3 ]
Ma W. [4 ,5 ]
Dong M. [6 ]
Wu B. [6 ]
Liu T. [4 ,5 ]
Chen Q. [1 ,2 ,7 ]
机构
[1] Guangdong Pharmaceutical University, Guangzhou
[2] Guangdong Provincial Engineering Research Center of Public Health Detection and Assessment, School of Public Health, Guangdong Pharmaceutical University, Guangzhou
[3] Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou
[4] Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou
[5] China Greater Bay Area Research Center of Environmental Health, School of Medicine, Jinan University, Guangzhou
[6] Guangdong Province Hospital for Occupational Disease Prevention and Treatment, Guangzhou
[7] NMPA Key Laboratory for Technology Research and Evaluation of Pharmacovigilance, Guangdong Pharmaceutical University, Guangzhou
关键词
Abdominal obesity; Cross-sectional study; General population; Overweight and obese; Quantile g-computation; Whole blood metal(loid);
D O I
10.1016/j.chemosphere.2023.140963
中图分类号
学科分类号
摘要
Previous studies have revealed links between metal(loid)s and health problems; however, the link between metal(loid)s and obesity remains controversial. We evaluated the cross-sectional association between metal(loid) exposure in whole blood and obesity among the general population. Vanadium (V), chromium (Cr), manganese (Mn), cobalt (Co), nickel (Ni), copper (Cu), zinc (Zn), arsenic (As), selenium (Se), molybdenum (Mo), cadmium (Cd), antimony (Sb), thallium (T1), and lead (Pb) were measured in 3029 subjects in Guangdong Province (China) using ICP-MS. The prevalence of overweight and obesity (OWO) and abdominal obesity (AOB) was calculated according to body mass index (BMI) and waist circumference (WC), respectively. Multivariate analysis showed that elevated blood Cu, Cd, and Pb levels were inversely associated with the risk of OWO, and these associations were confirmed by a linear dose-response relationship. Elevated blood Co concentration was associated with a decreased risk of AOB. A quantile g-computation approach showed a significantly negative mixture-effect of 13 metal(loid)s on OWO (OR: 0.96; 95% CI: 0.92, 0.99). Two metals—Ni and Mo—were inversely associated with the risk of OWO but positively associated with AOB. We cross-grouped the two obesity measurement types and found that the extremes of metal content were present in people with AOB only. In conclusion, blood Cu, Mo, Ni, Cd, and Pb were inversely associated with the risk of OWO. The presence of blood Co may be protective, while Ni and Mo exposure might increase the risk of AOB. The association between metal(loid) exposure and obesity warrants further investigation in longitudinal cohort studies. © 2023 The Authors
引用
收藏
相关论文
共 50 条
  • [41] Prevalence of Obesity and Overweight in an Indigenous Population in Central Brazil: A Population-Based Cross-Sectional Study
    Oliveira, Geraldo F.
    Oliveira, Teresinha Regina R.
    Ikejiri, Adauto T.
    Galvao, Tais F.
    Silva, Marcus T.
    Pereira, Mauricio G.
    OBESITY FACTS, 2015, 8 (05) : 302 - 310
  • [42] The relationship between socioeconomic status and childhood overweight/obesity is linked through paternal obesity and dietary intake: a cross-sectional study in Chongqing, China
    Chen, Jingyu
    Luo, Shunqing
    Liang, Xiaohua
    Luo, Yetao
    Li, Rina
    ENVIRONMENTAL HEALTH AND PREVENTIVE MEDICINE, 2021, 26 (01)
  • [43] Association between Carbohydrate Quality Index and general and abdominal obesity in women: a cross-sectional study from Ghana
    Suara, Sufyan Bakuri
    Siassi, Fereydoun
    Saaka, Mahama
    Foroshani, Abbas Rahimi
    Sotoudeh, Gity
    BMJ OPEN, 2019, 9 (12):
  • [44] Association between multiple metal(loid)s exposure and renal function: a cross-sectional study from southeastern China
    Guihua Du
    Xiaoguang Song
    Fankun Zhou
    Lu Ouyang
    Qi Li
    Shiying Ruan
    Shuo Yang
    Shaoqi Rao
    Xin Wan
    Jie Xie
    Chang Feng
    Guangqin Fan
    Environmental Science and Pollution Research, 2023, 30 : 94552 - 94564
  • [45] Association between multiple metal(loid)s exposure and renal function: a cross-sectional study from southeastern China
    Du, Guihua
    Song, Xiaoguang
    Zhou, Fankun
    Ouyang, Lu
    Li, Qi
    Ruan, Shiying
    Yang, Shuo
    Rao, Shaoqi
    Wan, Xin
    Xie, Jie
    Feng, Chang
    Fan, Guangqin
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (41) : 94552 - 94564
  • [46] The independent association of overweight and obesity with breathlessness in adults: a cross-sectional, population-based study
    Currow, David C.
    Dal Grande, Eleonora
    Sidhu, Calvin
    Ekstrom, Magnus
    Johnson, Miriam J.
    EUROPEAN RESPIRATORY JOURNAL, 2017, 50 (03)
  • [47] Significant Associations of Abdominal Obesity with LYPLAL1 Polymorphism (rs4846567) among a General Japanese Population: A Cross-Sectional Study.
    Tamura, T.
    Morita, E.
    Kawai, S.
    Sasakabe, T.
    Fukuda, N.
    Sugimoto, Y.
    Suma, S.
    Mokuno, J.
    Nakagawa, H.
    Hishida, A.
    Okada, R.
    Naito, M.
    Hamajima, N.
    Wakai, K.
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 : 243 - 244
  • [48] Abdominal obesity and low physical activity are associated with insulin resistance in overweight adolescents: a cross-sectional study
    Velasquez-Rodriguez, Claudia-Maria
    Velasquez-Villa, Marcela
    Gomez-Ocampo, Leidy
    Bermudez-Cardona, Juliana
    BMC PEDIATRICS, 2014, 14 : 1 - 9
  • [49] Dietary patterns among Afghan adults and their associations with overweight and obesity: a cross-sectional study in Kandahar, Afghanistan
    Mohammad Sediq Sahrai
    Laure Dossus
    Carine Biessy
    Sabina Rinaldi
    Pietro Ferrari
    Abdul Wahed Wasiq
    Marc J. Gunter
    Inge Huybrechts
    BMC Public Health, 25 (1)
  • [50] The association analysis between exposure to volatile organic chemicals and obesity in the general USA population: A cross-sectional study from NHANES program
    Lei, Ting
    Qian, Hu
    Yang, Junxiao
    Hu, Yihe
    CHEMOSPHERE, 2023, 315