PMID- 38442720 OWN - NLM STAT- MEDLINE DCOM- 20240307 LR - 20240307 IS - 1598-6357 (Electronic) IS - 1011-8934 (Print) IS - 1011-8934 (Linking) VI - 39 IP - 8 DP - 2024 Mar 4 TI - Association Between Multiple Heavy Metal Exposures and Cholesterol Levels in Residents Living Near a Smelter Plant in Korea. PG - e77 LID - 10.3346/jkms.2024.39.e77 [doi] LID - e77 AB - BACKGROUND: Considering the interactions between heavy metals, a comprehensive evaluation of the effects of exposure to various types of co-interacting heavy metals on health is required. This study assessed the association between dyslipidemia markers and blood mercury, lead, cadmium, iron, zinc, and nickel levels in residents of an abandoned refinery plant. METHODS: A total of 972 individuals (exposed group: 567, control group: 405) living near the Janghang refinery plant in the Republic of Korea were included. Blood mercury, lead, cadmium, iron, zinc, nickel, cholesterol, and triglyceride levels were measured. The combined effect of the six heavy metals on dyslipidemia markers was evaluated using a Bayesian kernel machine regression (BKMR) model and compared with the results of a linear regression analysis. The BKMR model results were compared using a stratified analysis of the exposed and control groups. RESULTS: In the BKMR model, the combined effect of the six heavy metals was significantly associated with total cholesterol (TC) levels both below the 45th percentile and above the 55th percentile in the total population. The combined effect range between the 25th and 75th percentiles of the six metals on TC levels was larger in the exposed group than that in the total population. In the control group, the combined effects of the changes in concentration of the six heavy metals on the TC concentration were not statistically significant. CONCLUSION: These results suggest that the cholesterol levels of residents around the Janghang refinery plant may be elevated owing to exposure to multiple heavy metals. CI - (c) 2024 The Korean Academy of Medical Sciences. FAU - Moon, Sun-In AU - Moon SI AUID- ORCID: 0000-0003-4485-5089 AD - Chungbuk Environmental Health Center, Chungbuk National University Hospital, Cheongju, Korea. AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. FAU - Yim, Dong-Hyuk AU - Yim DH AUID- ORCID: 0000-0002-7230-0729 AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. FAU - Choi, Kyunghi AU - Choi K AUID- ORCID: 0000-0002-6546-9323 AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. FAU - Eom, Sang-Yong AU - Eom SY AUID- ORCID: 0000-0002-4559-8152 AD - Chungbuk Environmental Health Center, Chungbuk National University Hospital, Cheongju, Korea. AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. AD - Department of Office of Public Healthcare Service, Chungbuk National University Hospital, Cheongju, Korea. FAU - Choi, Byung-Sun AU - Choi BS AUID- ORCID: 0000-0001-9895-7123 AD - Department of Preventive Medicine, College of Medicine, Chung-Ang University, Seoul, Korea. FAU - Park, Jung-Duck AU - Park JD AUID- ORCID: 0000-0003-0667-4674 AD - Department of Preventive Medicine, College of Medicine, Chung-Ang University, Seoul, Korea. FAU - Kim, Heon AU - Kim H AUID- ORCID: 0000-0003-0329-5249 AD - Chungbuk Environmental Health Center, Chungbuk National University Hospital, Cheongju, Korea. AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. AD - Department of Occupational and Environmental Medicine, Chungbuk National University Hospital, Cheongju, Korea. FAU - Kim, Yong-Dae AU - Kim YD AUID- ORCID: 0000-0003-4671-8045 AD - Chungbuk Environmental Health Center, Chungbuk National University Hospital, Cheongju, Korea. AD - Department of Preventive Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea. AD - Chungbuk Regional Cancer Center, Chungbuk National University Hospital, Cheongju, Korea. ydkim@cbu.ac.kr. LA - eng GR - 2008-07-957/Seocheon County and the National Institute of Environmental Research/Korea PT - Journal Article DEP - 20240304 PL - Korea (South) TA - J Korean Med Sci JT - Journal of Korean medical science JID - 8703518 RN - 00BH33GNGH (Cadmium) RN - 7OV03QG267 (Nickel) RN - 0 (Metals, Heavy) RN - J41CSQ7QDS (Zinc) RN - E1UOL152H7 (Iron) RN - FXS1BY2PGL (Mercury) SB - IM MH - Humans MH - Cadmium MH - Nickel MH - Bayes Theorem MH - *Metals, Heavy MH - Zinc MH - Iron MH - Republic of Korea MH - *Dyslipidemias MH - *Mercury PMC - PMC10911942 OTO - NOTNLM OT - BKMR Analysis OT - Dyslipidemia OT - Heavy Metals OT - Refinery Plant COIS- The authors have no potential conflicts of interest to disclose. EDAT- 2024/03/06 00:42 MHDA- 2024/03/07 06:43 PMCR- 2024/03/04 CRDT- 2024/03/05 18:43 PHST- 2023/08/04 00:00 [received] PHST- 2023/11/28 00:00 [accepted] PHST- 2024/03/07 06:43 [medline] PHST- 2024/03/06 00:42 [pubmed] PHST- 2024/03/05 18:43 [entrez] PHST- 2024/03/04 00:00 [pmc-release] AID - 39.e77 [pii] AID - 10.3346/jkms.2024.39.e77 [doi] PST - epublish SO - J Korean Med Sci. 2024 Mar 4;39(8):e77. doi: 10.3346/jkms.2024.39.e77.