Association of blood cadmium and metabolic syndrome: a cross-sectional analysis of National Health and Nutrition Examination Survey 2017-2020

被引:10
作者
Xing, Weilong [1 ,2 ]
Wang, Lei [1 ]
Gu, Wen [1 ]
Liang, Mengyuan [1 ]
Wang, Zhen [1 ]
Fan, Deling [1 ]
Zhang, Bing [1 ]
机构
[1] Nanjing Inst Environm Sci, Minist Ecol & Environm MEE, Nanjing 210042, Peoples R China
[2] Minist Ecol & Environm, Key Lab Pesticide Environm Assessment & Pollut Co, Nanjing Inst Environm Sci, Nanjing 210042, Peoples R China
关键词
Heavy metal; Blood cadmium; NHANES; Metabolic syndrome; EXPOSURE; POPULATION; CHOLESTEROL; ADULTS; HYPERTENSION; PRESSURE; OBESITY; METALS; URINE; RISK;
D O I
10.1007/s11356-022-24177-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Previous findings have reported the role of different types of heavy metals in cardiometabolic diseases. In the present research, we aim to evaluate the association between blood cadmium levels and Metabolic Syndrome (MetS) based on the large-sample NHANES data. Public availably data from NHANES 2017-2020 cycle was obtained. Participants were divided into MetS and non-MetS groups according to waist circumference (WC), triglyceride (TG), high-density lipoprotein (HDL), blood pressure (BP) and fasting plasma glucose (FPG) levels based on the National Cholesterol Education Program (NCEP) criteria. Student's t test, Mann-Whitney U test, and Chi-square test were performed for univariate analysis. Multivariate logistic analysis was performed to explore the relationship between blood cadmium and MetS and research findings were presented in forest plot. We also investigated the association of blood cadmium and MetS in subgroups stratified by age, gender and race. Population with MetS had significantly higher levels of blood [0.30 (0.18-0.54) vs. 0.24 (0.15-0.46) ug/L, p < 0.001] and urinary cadmium levels [0.29 (0.17-0.52) vs. 0.20 (0.09-0.42) ug/L, p < 0.001] compared with those without MetS. Higher blood cadmium concentrations were also observed in participants with elevated WC (0.28 vs. 023 ug/L, p < 0.001], TG (0.28 vs. 0.26 ug/L, p = 0.029), BP (0.33 vs. 0.23 ug/L, p < 0.001) and FPG (0.29 vs. 0.24 ug/L, p < 0.001) compared with those with normal metabolic parameters. Multivariate logistic regression showed that one-unit increasement of blood cadmium was associated with 1.25 times higher prevalence ratios for MetS after adjusting potential confounders (95% CI: 1.06-1.48, p = 0.0083). The associations between serum cadmium concentrations and MetS components were then evaluated, and the results showed higher blood cadmium levels were associated with higher risk for elevated TG, low HDL and elevated BP when treated as continuous variable. When treated as categorical variable, only BP was found positively associated with blood cadmium. Stratified multiple logistic regression analysis indicated that the positive association between blood cadmium and MetS remained significant in subjects less than 60 years old and female subgroup. In conclusion, the cross-sectional survey suggested the positive association between blood cadmium levels and risk for MetS, prospective research need to be conducted for further evaluation of the causal relationship between blood cadmium and MetS.
引用
收藏
页码:27150 / 27162
页数:13
相关论文
共 55 条
[1]   The relationship between cadmium in kidney and cadmium in urine and blood in an environmentally exposed population [J].
Akerstrom, Magnus ;
Barregard, Lars ;
Lundh, Thomas ;
Sallsten, Gerd .
TOXICOLOGY AND APPLIED PHARMACOLOGY, 2013, 268 (03) :286-293
[2]   Occupational exposure of lead and cadmium on adolescent and adult workers of battery recycling and welding workshops: Adverse impact on health [J].
Baloch, Shahnawaz ;
Kazi, Tasneem Gul ;
Baig, Jameel Ahmed ;
Afridi, Hassan Imran ;
Arain, Mohammad Balal .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 720
[3]   Coal smoke, gestational cadmium exposure, and fetal growth [J].
Barn, Prabjit ;
Gombojav, Enkhjargal ;
Ochir, Chimedsuren ;
Boldbaatar, Buyantushig ;
Beejin, Bolor ;
Naidan, Gerel ;
Galsuren, Jargalsaikhan ;
Legtseg, Bayarkhuu ;
Byambaa, Tsogtbaatar ;
Hutcheon, Jennifer A. ;
Janes, Craig ;
Janssen, Patricia A. ;
Lanphear, Bruce P. ;
McCandless, Lawrence C. ;
Takaro, Tim K. ;
Venners, Scott A. ;
Webster, Glenys M. ;
Palmer, Christopher D. ;
Parsons, Patrick J. ;
Allen, Ryan W. .
ENVIRONMENTAL RESEARCH, 2019, 179
[4]   Cadmium Exposure and Incidence of Diabetes Mellitus - Results from the Malmo Diet and Cancer Study [J].
Borne, Yan ;
Fagerberg, Bjorn ;
Persson, Margaretha ;
Sallsten, Gerd ;
Forsgard, Niklas ;
Hedblad, Bo ;
Barregard, Lars ;
Engstrom, Gunnar .
PLOS ONE, 2014, 9 (11)
[5]   Cadmium-induced neurotoxicity: still much ado [J].
Branca, Jacopo Junio Valerio ;
Morucci, Gabriele ;
Pacini, Alessandra .
NEURAL REGENERATION RESEARCH, 2018, 13 (11) :1879-1882
[6]   Emerging Links between Cadmium Exposure and Insulin Resistance: Human, Animal, and Cell Study Data [J].
Buha, Aleksandra ;
Dukic-Cosic, Danijela ;
Curcic, Marijana ;
Bulat, Zorica ;
Antonijevic, Biljana ;
Moulis, Jean-Marc ;
Goumenou, Marina ;
Wallace, David .
TOXICS, 2020, 8 (03)
[7]   Executive summary of the Third Report of the National Cholesterol Education Program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) [J].
Cleeman, JI ;
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, DR ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Ernst, ND ;
Gordon, D ;
Levy, D ;
Rifkind, B ;
Rossouw, JE ;
Savage, P ;
Haffner, SM ;
Orloff, DG ;
Proschan, MA ;
Schwartz, JS ;
Sempos, CT ;
Shero, ST ;
Murray, EZ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (19) :2486-2497
[8]   Lipid peroxidation of kidney of the turtle Mauremys reevesii caused by cadmium [J].
Dong, Aiguo ;
Huo, Junfeng ;
Yan, Juanjuan ;
Dong, Ailing ;
Liu, Biwang .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (06) :6811-6817
[9]   Associations between cadmium levels in blood and urine, blood pressure and hypertension among Canadian adults [J].
Garner, Rochelle E. ;
Levallois, Patrick .
ENVIRONMENTAL RESEARCH, 2017, 155 :64-72
[10]   Trace elements in early phase type 2 diabetes mellitus-A population-based study. The HUNT study in Norway [J].
Hansen, Ailin Falkmo ;
Simic, Anica ;
Asvold, Bjorn Olav ;
Romundstad, Pal Richard ;
Midthjell, Kristian ;
Syversen, Tore ;
Flaten, Trond Peder .
JOURNAL OF TRACE ELEMENTS IN MEDICINE AND BIOLOGY, 2017, 40 :46-53