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Journal of Environmental Science and Health, Part A
Toxic/Hazardous Substances and Environmental Engineering
Volume 59, 2024 - Issue 3
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Articles

Association of serum five heavy metals level with all-cause and cause-specific mortality: a large population-based cohort study

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Pages 130-154 | Received 10 Jan 2023, Accepted 02 Apr 2024, Published online: 12 Apr 2024

References

  • Liu, Y. H.; Wang, C. W.; Wu, D. W.; Lee, W. H.; Chen, Y. C.; Li, C. H.; Tsai, C. C.; Lin, W. Y.; Chen, S. C.; Hung, C. H.; et al. Association of Heavy Metals with Overall Mortality in a Taiwanese Population. Nutrients 2021, 13. DOI: 10.3390/nu13062070.
  • Wei, L.; Yuan, Z.; Yu, M.; Huang, C.; Cao, L. Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy. Sensors 2019, 19, 3904. DOI: 10.3390/s19183904.
  • Sharma, R.; Biedenharn, K. R.; Fedor, J. M.; Agarwal, A. Lifestyle Factors and Reproductive Health: Taking Control of Your Fertility. Reprod. Biol. Endocrinol. 2013, 11, 66. DOI: 10.1186/1477-7827-11-66.
  • Devi, R.; Munjral, N.; Gupta, A. K.; Kaur, N. Effect of Exogenous Lead on Growth and Carbon Metabolism of Pea (Pisum sativum L) Seedlings. Physiol. Mol. Biol. Plants 2013, 19, 81–89. DOI: 10.1007/s12298-012-0143-5.
  • Alissa, E. M.; Ferns, G. A. Heavy Metal Poisoning and Cardiovascular Disease. J. Toxicol. 2011, 2011, 870125. DOI: 10.1155/2011/870125.
  • Moghadasian, M. H.; Kaur, R.; Kostal, K.; Joshi, A. A.; Molaei, M.; Le, K.; Fischer, G.; Bonomini, F.; Favero, G.; Rezzani, R.; et al. Anti-Atherosclerotic Properties of Wild Rice in Low-Density Lipoprotein Receptor Knockout Mice: The Gut Microbiome, Cytokines, and Metabolomics Study. Nutrients 2019, 11, 2894. DOI: 10.3390/nu11122894.
  • Sung, J. H.; Oh, I.; Kim, A.; Lee, J.; Sim, C. S.; Yoo, C.; Park, S. J.; Kim, G. B.; Kim, Y. Environmental and Body Concentrations of Heavy Metals at Sites Near and Distant from Industrial Complexes in Ulsan, Korea. J. Korean Med. Sci. 2018, 33, e33. DOI: 10.3346/jkms.2018.33.e33.
  • Wu, P. C.; Huang, K. F. Tracing Local Sources and Long-Range Transport of PM(10) in Central Taiwan by Using Chemical Characteristics and Pb Isotope Ratios. Sci. Rep. 2021, 11, 7593. DOI: 10.1038/s41598-021-87051-y.
  • Ali, M.; Choudhury, T. R.; Hossain, B.; Ali, M. P. Determination of Traces of Molybdenum and Lead in Foods by X-Ray Fluorescence Spectrometry. SpringerPlus 2014, 3, 341. DOI: 10.1186/2193-1801-3-341.
  • Lee, M. R.; Lim, Y. H.; Lee, B. E.; Hong, Y. C. Blood Mercury Concentrations Are Associated with Decline in Liver Function in an Elderly Population: A Panel Study. Environ. Health 2017, 16, 17. DOI: 10.1186/s12940-017-0228-2.
  • Wu, H.; Wu, Q.; Zhang, J.; Gu, Q.; Guo, W.; Rong, S.; Zhang, Y.; Wei, X.; Wei, L.; Sun, M.; et al. Highly Efficient Removal of Sb(V) from Water by Franklinite-Containing Nano-FeZn Composites. Sci. Rep. 2021, 11, 17113. DOI: 10.1038/s41598-021-95520-7.
  • Li, Z.; Fan, Y.; Tao, C.; Yan, W.; Huang, Y.; Qian, H.; Xu, Q.; Wan, T.; Chen, Y.; Qin, Y.; Lu, C. Association between Exposure to Cadmium and Risk of All-Cause and Cause-Specific Mortality in the General US Adults: A Prospective Cohort Study. Chemosphere 2022, 307, 136060. DOI: 10.1016/j.chemosphere.2022.136060.
  • Tellez-Plaza, M.; Navas-Acien, A.; Menke, A.; Crainiceanu, C. M.; Pastor-Barriuso, R.; Guallar, E. Cadmium Exposure and All-Cause and Cardiovascular Mortality in the U.S. General Population. Environ. Health Perspect. 2012, 120, 1017–1022. DOI: 10.1289/ehp.1104352.
  • Zhu, K.; Zhang, Y.; Lu, Q.; Geng, T.; Li, R.; Wan, Z.; Zhang, X.; Liu, Y.; Li, L.; Qiu, Z.; et al. Associations of Exposure to Lead and Cadmium with Risk of All-Cause and Cardiovascular Disease Mortality among Patients with Type 2 Diabetes. Environ. Sci. Pollut. Res. Int. 2022, 29, 76805–76815. DOI: 10.1007/s11356-022-21273-z.
  • Rhee, J.; Graubard, B. I.; Purdue, M. P. Blood Lead Levels and Lung Cancer Mortality: An Updated Analysis of NHANES II and III. Cancer Med. 2021, 10, 4066–4074. DOI: 10.1002/cam4.3943.
  • Curtin, L. R.; Mohadjer, L. K.; Dohrmann, S. M.; Montaquila, J. M.; Kruszan-Moran, D.; Mirel, L. B.; Carroll, M. D.; Hirsch, R.; Schober, S.; Johnson, C. L. The National Health and Nutrition Examination Survey: Sample Design, 1999–2006. Vital Health Stat. 2012, 2, 1–39.
  • Santos-Sánchez, V.; Córdoba-Doña, J. A.; García-Pérez, J.; Escolar-Pujolar, A.; Pozzi, L.; Ramis, R. Cancer Mortality and Deprivation in the Proximity of Polluting Industrial Facilities in an Industrial Region of Spain. Int. J. Environ. Res. Public Health 2020, 17, 1860. DOI: 10.3390/ijerph17061860.
  • McGinnis, D. P.; Brownstein, J. S.; Patel, C. J. Environment-Wide Association Study of Blood Pressure in the National Health and Nutrition Examination Survey (1999–2012). Sci. Rep. 2016, 6, 30373. DOI: 10.1038/srep30373.
  • Laouali, N.; Benmarhnia, T.; Oulhote, Y. Potential Benefits of Joint Hypothetical Interventions on Diet, Lead, and Cadmium on Mortality in US Adults. Environ. Health 2022, 21, 93. DOI: 10.1186/s12940-022-00905-4.
  • Chen, C.; Xun, P.; Nishijo, M.; Carter, S.; He, K. Cadmium Exposure and Risk of Prostate Cancer: A Meta-Analysis of Cohort and Case-Control Studies among the General and Occupational Populations. Sci. Rep. 2016, 6, 25814. DOI: 10.1038/srep25814.
  • Nicosia, A.; Salamone, M.; Mazzola, S.; Cuttitta, A. Transcriptional and Biochemical Effects of Cadmium and Manganese on the Defense System of Octopus Vulgaris paralarvae. Biomed Res. Int. 2015, 2015, 437328–437311. DOI: 10.1155/2015/437328.
  • Huang, W.; Cao, J.; Tao, Y.; Dai, L.; Lu, S. E.; Hou, B.; Wang, Z.; Zhu, T. Seasonal Variation of Chemical Species Associated with Short-Term Mortality Effects of PM(2.5) in Xi’an, a Central City in China. Am. J. Epidemiol. 2012, 175, 556–566. DOI: 10.1093/aje/kwr342.
  • Xu, C.; Shu, Y.; Fu, Z.; Hu, Y.; Mo, X. Associations between Lead Concentrations and Cardiovascular Risk Factors in U.S. Adolescents. Sci. Rep. 2017, 7, 9121. DOI: 10.1038/s41598-017-09701-4.
  • Li, S.; Wang, J.; Zhang, B.; Liu, Y.; Lu, T.; Shi, Y.; Shan, G.; Dong, L. Urinary Lead Concentration is an Independent Predictor of Cancer Mortality in the U.S. General Population. Front. Oncol. 2018, 8, 242. DOI: 10.3389/fonc.2018.00242.
  • Satarug, S.; G, C. G.; D, A. V.; Phelps, K. R. Cadmium and Lead Exposure, Nephrotoxicity, and Mortality. Toxics 2020, 8, 86. DOI: 10.3390/toxics8040086.
  • Tang, Y.; Liu, Y.; Zhang, T.; Li, J.; Wang, X.; Zhang, W.; Zeng, G.; Liu, S.; Guan, L. Acute Toxicity of Divalent Mercury Ion to Anguilla Japonica from Seawater and Freshwater Aquaculture and Its Effects on Tissue Structure. Int. J. Environ. Res. Public Health 2019, 16, 1965. DOI: 10.3390/ijerph16111965.
  • Gökçe, G.; Arun, M. Z.; Ertuna, E. Ergothioneine Prevents Endothelial Dysfunction Induced by Mercury Chloride. Exp. Ther. Med. 2018, 15, 4697–4702. DOI: 10.3892/etm.2018.6079.
  • Steckling, N.; Bose-O'Reilly, S.; Pinheiro, P.; Plass, D.; Shoko, D.; Drasch, G.; Bernaudat, L.; Siebert, U.; Hornberg, C. The Burden of Chronic Mercury Intoxication in Artisanal Small-Scale Gold Mining in Zimbabwe: Data Availability and Preliminary Estimates. Environ. Health 2014, 13, 111. DOI: 10.1186/1476-069X-13-111.
  • Sun, Y.; Liu, B.; Rong, S.; Zhang, J.; Du, Y.; Xu, G.; Snetselaar, L. G.; Wallace, R. B.; Lehmler, H. J.; Bao, W. Association of Seafood Consumption and Mercury Exposure with Cardiovascular and All-Cause Mortality among US Adults. JAMA Netw. Open 2021, 4, e2136367. DOI: 10.1001/jamanetworkopen.2021.36367.
  • Xiao, S.; Zhou, Y.; Liu, T.; Hu, Y.; Wu, Q.; Pan, Q.; Wang, X.; Liu, A.; Liu, J.; Zhu, H.; et al. The Association between Manganese Exposure with Cardiovascular Disease in Older Adults: NHANES 2011–2018. J. Environ. Sci. Health. A Tox. Hazard. Subst. Environ. Eng. 2021, 56, 1221–1227. DOI: 10.1080/10934529.2021.1973823.
  • Shi, L.; Yuan, Y.; Xiao, Y.; Long, P.; Li, W.; Yu, Y.; Liu, Y.; Liu, K.; Wang, H.; Zhou, L.; et al. Associations of Plasma Metal Concentrations with the Risks of All-Cause and Cardiovascular Disease Mortality in Chinese Adults. Environ. Int. 2021, 157, 106808. DOI: 10.1016/j.envint.2021.106808.
  • Berkhout, E. D.; Malan, M.; Kram, T. Better Soils for Healthier Lives? An Econometric Assessment of the Link between Soil Nutrients and Malnutrition in Sub-Saharan Africa. PLOS One 2019, 14, e0210642. DOI: 10.1371/journal.pone.0210642.
  • Jiang, Y.; Zheng, W. Cardiovascular Toxicities upon Manganese Exposure. Cardiovasc. Toxicol. 2005, 5, 345–354. DOI: 10.1385/ct:5:4:345.
  • Bjørklund, G.; Chartrand, M. S.; Aaseth, J. Manganese Exposure and Neurotoxic Effects in Children. Environ. Res. 2017, 155, 380–384. DOI: 10.1016/j.envres.2017.03.003.
  • Ghosh, G. C.; Khan, M. J. H.; Chakraborty, T. K.; Zaman, S.; Kabir, A.; Tanaka, H. Human Health Risk Assessment of Elevated and Variable Iron and Manganese Intake with Arsenic-Safe Groundwater in Jashore, Bangladesh. Sci. Rep. 2020, 10, 5206. DOI: 10.1038/s41598-020-62187-5.
  • Meishuo, O.; Eshak, E. S.; Muraki, I.; Cui, R.; Shirai, K.; Iso, H.; Tamakoshi, A. Association between Dietary Manganese Intake and Mortality from Cardiovascular Disease in Japanese Population: The Japan Collaborative Cohort Study. J. Atheroscler. Thromb. 2022, 29, 1432–1447. DOI: 10.5551/jat.63195.
  • Cebi, A.; Kaya, Y.; Gungor, H.; Demir, H.; Yoruk, I. H.; Soylemez, N.; Gunes, Y.; Tuncer, M. Trace Elements, Heavy Metals and Vitamin Levels in Patients with Coronary Artery Disease. Int. J. Med. Sci. 2011, 8, 456–460. DOI: 10.7150/ijms.8.456.
  • Nowicki, G. J.; Ślusarska, B.; Prystupa, A.; Blicharska, E.; Adamczuk, A.; Czernecki, T.; Jankowski, K. J. Assessment of Concentrations of Heavy Metals in Postmyocardial Infarction Patients and Patients Free from Cardiovascular Event. Cardiol. Res. Pract. 2021, 2021, 9546358. DOI: 10.1155/2021/9546358.
  • Bezerra, H. V. A.; Buarque, V. L. M.; Silva, L. S. B.; Leme, P. R. P.; Vidal, A. M. C.; Vaz, A. C. N.; Gallo, S. B.; Silva, S. L.; Leme, P. R. Effect of Castor and Cashew Nut Shell Oils, Selenium and Vitamin E as Antioxidants on the Health and Meat Stability of Lambs Fed a High-Concentrate Diet. Antioxidants 2020, 9. DOI: 10.3390/antiox9121298.
  • Baum, M. K.; Campa, A.; Lai, S.; Sales Martinez, S.; Tsalaile, L.; Burns, P.; Farahani, M.; Li, Y.; van Widenfelt, E.; Page, J. B.; et al. Effect of Micronutrient Supplementation on Disease Progression in Asymptomatic, Antiretroviral-Naive, HIV-Infected Adults in Botswana: A Randomized Clinical Trial. JAMA 2013, 310, 2154–2163. DOI: 10.1001/jama.2013.280923.
  • Qiao, Y. L.; Dawsey, S. M.; Kamangar, F.; Fan, J. H.; Abnet, C. C.; Sun, X. D.; Johnson, L. L.; Gail, M. H.; Dong, Z. W.; Yu, B.; et al. Total and Cancer Mortality after Supplementation with Vitamins and Minerals: Follow-up of the Linxian General Population Nutrition Intervention Trial. J. Natl. Cancer Inst. 2009, 101, 507–518. DOI: 10.1093/jnci/djp037.
  • Lin, J.; Cook, N. R.; Albert, C.; Zaharris, E.; Gaziano, J. M.; Van Denburgh, M.; Buring, J. E.; Manson, J. E. Vitamins C and E and Beta Carotene Supplementation and Cancer Risk: A Randomized Controlled Trial. J. Natl. Cancer Inst. 2009, 101, 14–23. DOI: 10.1093/jnci/djn438.
  • Kupka, R.; Mugusi, F.; Aboud, S.; Msamanga, G. I.; Finkelstein, J. L.; Spiegelman, D.; Fawzi, W. W. Randomized, Double-Blind, Placebo-Controlled Trial of Selenium Supplements among HIV-Infected Pregnant Women in Tanzania: Effects on Maternal and Child Outcomes. Am. J. Clin. Nutr. 2008, 87, 1802–1808. DOI: 10.1093/ajcn/87.6.1802.
  • Pocobelli, G.; Kristal, A. R.; Patterson, R. E.; Potter, J. D.; Lampe, J. W.; Kolar, A.; Evans, I.; White, E. Total Mortality Risk in Relation to Use of Less-Common Dietary Supplements. Am.. J. Clin. Nutr. 2010, 91, 1791–1800. DOI: 10.3945/ajcn.2009.28639.
  • Modzelewska, D.; Solé-Navais, P.; Brantsæter, A. L.; Flatley, C.; Elfvin, A.; Meltzer, H. M.; Sengpiel, V.; Barman, M.; Jacobsson, B. Maternal Dietary Selenium Intake during Pregnancy and Neonatal Outcomes in the Norwegian Mother, Father, and Child Cohort Study. Nutrients 2021, 13, 1239. DOI: 10.3390/nu13041239.
  • Alehagen, U.; Alexander, J.; Aaseth, J. Supplementation with Selenium and Coenzyme Q10 Reduces Cardiovascular Mortality in Elderly with Low Selenium Status. A Secondary Analysis of a Randomised Clinical Trial. PLOS One 2016, 11, e0157541. DOI: 10.1371/journal.pone.0157541.
  • Liao, S.; Zhang, J.; Shi, S.; Gong, D.; Lu, X.; Cheang, I.; Zhang, H.; Li, X. Association of Aldehyde Exposure with Cardiovascular Disease. Ecotoxicol. Environ. Saf. 2020, 206, 111385. DOI: 10.1016/j.ecoenv.2020.111385.

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