The association between multi-heavy metals exposure and lung function in a typical rural population of Northwest China

被引:12
作者
Zheng, Ling [1 ]
Yu, Yunhui [1 ]
Tian, Xiaoyu [1 ]
He, Li [1 ]
Shan, Xiaobing [1 ]
Niu, Jingping [1 ]
Yan, Jun [2 ]
Luo, Bin [1 ]
机构
[1] Lanzhou Univ, Sch Publ Hlth, Inst Occupat Hlth & Environm Hlth, Lanzhou 730000, Gansu, Peoples R China
[2] Lanzhou Univ, Sch Clin Med 1, Lanzhou 730000, Gansu, Peoples R China
基金
中国国家自然科学基金;
关键词
Heavy metals; Pulmonary ventilation dysfunction; Lung function; Exposure-response relationship; BKMR; Rural population; OXIDATIVE STRESS; FUNCTION DECLINE; HEALTH; BLOOD; LEAD; CONTAMINATION; POLLUTION; CHILDREN; NANTONG; SYSTEM;
D O I
10.1007/s11356-023-26881-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background Heavy metal exposure is acknowledged to be associated with decrease of lung function, but the relationship between metals co-exposure and lung function in rural areas of Northwest China remains unclear, particularly in an area famous for heavy metal pollution and solid fuel use. Therefore, the purpose of this study is to explore the effects of heavy metal exposure on lung function and the potential impacts of living habit in a rural cohort of Northwest China. Methods The study area included five villages of two regions in Northwestern China-Gansu province. All participants were recruited from the Dongdagou-Xinglong (DDG-XL) rural cohort in the study area. Urine levels of 10 common and representative heavy metals were detected by ICP-MS, including Cobalt (Co), Nickel (Ni), Molybdenum (Mo), Cadmium (Cd), Stibium (Sb), Copper (Cu), Zinc (Zn), Mercury (Hg), Lead (Pb), and Manganese (Mn). The lung function was detected by measuring percentages of predicted forced vital capacity (FVC%) and predicted forced expiratory volume in one second (FEV1%) as well as the ratio of FEV1/FVC. We also analyzed the association between heavy metals and pulmonary ventilation dysfunction (PVD). Restricted cubic spline, logistic regression, linear regression, and bayesian kernel machine regression (BKMR) model were used to analyze the relationship between heavy metal exposure and lung function. Results Finally, a total of 382 participants were included in this study with an average age of 56.69 +/- 7.32 years, and 82.46% of them used solid fuels for heating and cooking. Single metal exposure analysis showed that the higher concentration of Hg, Mn, Sb, and lower Mo may be risk factors for PVD. We also found that FEV1% and FVC% were negatively correlated with Sb, Hg, and Mn, but positively correlated with Mo. The effect of mixed heavy metals exposure could be observed through BKMR model, through which we found the lung function decreased with the increase of heavy metal concentration. Furthermore, the males, BMI = 24 kg/m2 and who used solid fuels showed a higher risk of PVD when exposed to Co, Zn, and Hg. Conclusions Our results suggested that heavy metal exposure was associated with decrease of lung function regardless of single exposure or mixed exposure, particularly for Sb, Hg, Mn and those who use solid fuels.
引用
收藏
页码:65646 / 65658
页数:13
相关论文
共 53 条
  • [1] Sex differences between women and men with COPD: A new analysis of the 3CIA study
    Alonso Perez, Tamara
    Garcia Castillo, Elena
    Ancochea, Julio
    Pastor Sanz, Maria Teresa
    Almagro, Pere
    Martinez-Camblor, Pablo
    Miravitlles, Marc
    Rodriguez-Carballeira, Monica
    Navarro, Annie
    Lamprecht, Bernd
    Ramirez-Garcia Luna, Ana S.
    Kaiser, Bernhard
    Alfageme, Inmaculada
    Casanova, Ciro
    Esteban, Cristobal
    Soler-Cataluna, Juan J.
    De-Torres, Juan P.
    Celli, Bartolome R.
    Marin, Jose M.
    Lopez-Campos, Jose L.
    Ter Riet, Gerben
    Sobradillo, Patricia
    Lange, Peter
    Garcia-Aymerich, Judith
    Anto, Josep M.
    Turner, Alice M.
    Han, MeiLan K.
    Langhammer, Arnulf
    Sternberg, Alice
    Leivseth, Linda
    Bakke, Per
    Johannessen, Ane
    Oga, Toru
    Cosio, Borja
    Echazarreta, Andres
    Roche, Nicolas
    Burgel, Pierre-Regis
    Sin, Don D.
    Puhan, Milo A.
    Soriano, Joan B.
    [J]. RESPIRATORY MEDICINE, 2020, 171
  • [2] [Anonymous], 2019, Chronic respiratory diseases (asthma, COPD)
  • [3] Toxic Mechanisms of Five Heavy Metals: Mercury, Lead, Chromium, Cadmium, and Arsenic
    Balali-Mood, Mahdi
    Naseri, Kobra
    Tahergorabi, Zoya
    Khazdair, Mohammad Reza
    Sadeghi, Mahmood
    [J]. FRONTIERS IN PHARMACOLOGY, 2021, 12
  • [4] Associations of a Metal Mixture Measured in Multiple Biomarkers with IQ: Evidence from Italian Adolescents Living near Ferroalloy Industry
    Bauer, Julia A.
    Devick, Katrina L.
    Bobb, Jennifer F.
    Coull, Brent A.
    Bellinger, David
    Benedetti, Chiara
    Cagna, Giuseppa
    Fedrighi, Chiara
    Guazzetti, Stefano
    Oppini, Manuela
    Placidi, Donatella
    Webster, Thomas F.
    White, Roberta F.
    Yang, Qiong
    Zoni, Silvia
    Wright, Robert O.
    Smith, Donald R.
    Lucchini, Roberto G.
    Henn, Birgit Claus
    [J]. ENVIRONMENTAL HEALTH PERSPECTIVES, 2020, 128 (09) : 097002 - 1
  • [5] Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures
    Bobb, Jennifer F.
    Valeri, Linda
    Claus Henn, Birgit
    Christiani, David C.
    Wright, Robert O.
    Mazumdar, Maitreyi
    Godleski, John J.
    Coull, Brent A.
    [J]. BIOSTATISTICS, 2015, 16 (03) : 493 - 508
  • [6] Greenhouse cultivationmitigates metal-ingestion-associated health risks from vegetables in wastewater-irrigated agroecosystems
    Cao, Chun
    Chen, Xing-Peng
    Ma, Zhen-Bang
    Jia, Hui-Hui
    Wang, Jun-Jian
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2016, 560 : 204 - 211
  • [7] Effect of Lead Pollution Control on Environmental and Childhood Blood Lead Level in Nantong, China: An Interventional Study
    Chen, Kai
    Huang, Lei
    Yan, Beizhan
    Li, Hongbo
    Sun, Hong
    Bi, Jun
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2014, 48 (21) : 12930 - 12936
  • [8] Effect of thallium exposure and its interaction with smoking on lung function decline: A prospective cohort study
    Dai, Juanxiu
    Wu, Xiulong
    Bai, Yansen
    Feng, Wei
    Wang, Suhan
    Chen, Zhuowang
    Fu, Wenshan
    Li, Guyanan
    Chen, Weilin
    Wang, Gege
    Feng, Yue
    Liu, Yuhang
    Meng, Hua
    Zhang, Xiaomin
    He, Meian
    Wu, Tangchun
    Guo, Huan
    [J]. ENVIRONMENT INTERNATIONAL, 2019, 127 : 181 - 189
  • [9] Lung Function Decline and Increased Cardiovascular Risk Quo Vadis
    Duprez, Daniel A.
    Jacobs, David R., Jr.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2018, 72 (10) : 1123 - 1125
  • [10] ELLINGSEN DG, 1993, BRIT J IND MED, V50, P875