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Original Articles
Association between serum perfluoroalkyl substances concentrations and non-alcoholic fatty liver disease among Korean adults: a cross-sectional study using the National Environmental Health Survey cycle 4
Yong Tae Park, Eui Yup Chung, Chang Ho Chae, Young Hoon Lee
Ann Occup Environ Med 2024;36:e10.   Published online April 8, 2024
DOI: https://doi.org/10.35371/aoem.2024.36.e10
AbstractAbstract AbstractAbstract in Korean PDFPubReaderePub
Background

Perfluoroalkyl substances (PFAS) are widely used in industry and daily life due to their useful properties. They have a long half-life, accumulate in the body, and there is evidence that they are associated with biomarkers of lipid metabolism and liver damage. This may suggest non-alcoholic fatty liver disease (NAFLD) caused by PFAS. However, since there has been no study analyzing the relationship between PFAS and NAFLD in the entire population in Korea. We sought to confirm the relationship between serum PFAS concentration and NAFLD prevalence in Korean adults using the Korean National Environmental Health Survey (KoNEHS) cycle 4.

Methods

The study was conducted on 2,529 subjects in 2018–2019 among KoNEHS participants. For the diagnosis of NAFLD, the hepatic steatosis index (HSI) was used, and the geometric mean and concentration distribution of serum PFAS were presented. Logistic regression was performed to confirm the increase in the risk of NAFLD due to changes in PFAS concentration, and the odds ratio and 95% confidence interval (CI) were calculated.

Results

In both adjusted and unadjusted models, an increased odds ratio was observed with increasing serum concentrations of total PFAS and perfluorooctane sulfonate (PFOS) in the non-obese group. In the adjusted model, the odds ratios for serum total PFAS and PFOS were 6.401 (95% CI: 1.883–21.758) and 7.018 (95% CI: 2.688–18.319).

Conclusions

In this study, a higher risk of NAFLD based on HSI was associated with serum total PFAS, PFOS in non-obese group. Further research based on radiological or histological evidence for NAFLD diagnosis and long-term prospective studies are necessary. Accordingly, it is necessary to find ways to reduce exposure to PFAS in industry and daily life.

대한민국 성인의 혈청 과불화화합물 농도와 비알코올성 지방간 질환의 연관성 : 제4기 국민환경보건 기초조사를 이용한 단면연구
목적
과불화 화합물(이하 PFAS)는 그 유용한 특성들로 인하여 산업 및 일상생활에 널리 사용되는 물질이다. 이들은 긴 반감기를 지녀 생체 내에 축적되며, 지질 대사 및 간 손상의 바이오마커들과 연관이 있다는 여러 증거들이 있다. 이는 PFAS와 비알코올성 지방간(이하 NAFLD)의 연관성을 시사할 수 있다. 그러나 국내 전체 인구를 대상으로 PFAS와 NAFLD간의 연관성을 분석한 연구는 없었기에 제4주기 국민환경보건 기초조사를 이용하여 대한민국 성인에서 혈청 PFAS의 농도와 NAFLD 유병률 간의 연관성을 확인하고자 하였다.
방법
제4주기 국민환경보건 기초조사 참여자 중 2018-2019년 대상자 2595명을 대상으로 연구를 진행하였다. NAFLD의 진단을 위해 Hepatic Steatosis Index(이하 HSI)를 사용하였으며, 혈청 PFAS의 기하평균 및 농도 분포를 제시하였다. PFAS의 농도 변화에 따른 NAFLD의 위험도 증가를 확인하기 위하여 로지스틱 회귀분석을 시행하였으며 이에 대한 교차비와 95% 신뢰구간을 산출하였다.
결과
조정되지 않은 모델 및 조정된 모델의 비만하지 않은 그룹에서 혈청 총 PFAS, PFOS의 농도 증가에 따른 교차비의 증가를 확인할 수 있었다. 조정된 모델에서 혈청 총 PFAS 및 PFOS의 교차비는 각각 6.401 (95% CI 1.883–21.758) and 7.018 (95% CI 2.688-18.319)으로 나타났다.
결론
본 연구에서 HSI에 기초한 NAFLD의 더 높은 위험은 비만하지 않은 군에서 혈청 총 PFAS 및 PFOS와 유의한 연관성을 보였다. PFAS에 의한 NAFLD 발생의 위험에 대한 영상 또는 조직 병리에 기반한 추가 연구가 필요하며, 일상 생활 및 산업 전반에 있어 PFAS에의 노출을 줄이기 위한 방법의 모색이 필요하다.

Citations

Citations to this article as recorded by  
  • Diabetes and male fertility disorders
    Andrea Graziani, Raffaele Scafa, Giuseppe Grande, Alberto Ferlin
    Molecular Aspects of Medicine.2024; 99: 101303.     CrossRef
  • 140 View
  • 12 Download
  • 1 Web of Science
  • 1 Crossref
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The association of perfluoroalkyl substances (PFAS) exposure and kidney function in Korean adolescents using data from Korean National Environmental Health Survey (KoNEHS) cycle 4 (2018–2020): a cross-sectional study
Jisuk Yun, Eun-Chul Jang, Soon-Chan Kwon, Young-Sun Min, Yong-Jin Lee
Ann Occup Environ Med 2023;35:e5.   Published online March 15, 2023
DOI: https://doi.org/10.35371/aoem.2023.35.e5
AbstractAbstract AbstractAbstract in Korean PDFPubReaderePub
Background

Perfluoroalkyl substances (PFAS) are chemicals widely used in various products in everyday life. Due to its unique strong binding force, the half-life of PFAS is very long, so bioaccumulation and toxicity to the human body are long-standing concerns. In particular, effects on kidney function have recently emerged and there are no studies on the effect of PFAS on kidney function through epidemiological investigations in Korea. From 2018 to 2020, the Korean National Environmental Health Survey (KoNEHS) cycle 4, conducted an epidemiological investigation on the blood concentration of PFAS for the first time in Korea. Based on this data, the relationship between PFAS blood concentration and kidney function was analyzed for adolescents.

Methods

We investigated 5 types of PFAS and their total blood concentration in 811 middle and high school students, living in Korea and included in KoNEHS cycle 4, and tried to find changes in kidney function in relation to PFAS concentration. After dividing the concentration of each of the 5 PFAS and the total concentration into quartiles, multivariable linear regression was performed to assess the correlation with kidney function. The bedside Schwartz equation was used as an indicator of kidney function.

Results

As a result of multivariable linear regression, when observing a change in kidney function according to the increase in the concentration of each of the 5 PFAS and their total, a significant decrease in kidney function was confirmed in some or all quartiles.

Conclusions

In this cross-sectional study of Korean adolescents based on KoNEHS data, a negative correlation between serum PFAS concentration and kidney function was found. A well-designed longitudinal study and continuous follow-up are necessary.

제 4기 국민환경보건 기초조사(2018-2020) 자료를 바탕으로 한 대한민국 청소년의 과불화 화합물 노출과 신장기능과의 상관관계 연구
목적
과불화 화합물은 일상생활에서 다양한 제품에 널리 쓰이는 화학물질이다. 특유의 강한 결합력으로 인한 반감기가 매우 길기 때문에 이로 인한 생물농축과 인체에 끼치는 독성작용은 오랫동안 큰 관심사이다. 최근에는 특히 신기능에 미치는 영향이 주목받고 있으나 국내에서는 대규모 역학조사를 통한 PFAS가 신기능에 미치는 영향에 대한 조사가 전무한 실정이다. 2018년부터 2020년까지 실시된 국민환경보건 기초조사는 국내 최초로 과불화 화합물의 혈중농도에 대한 대규모 역학조사를 실시했다. 이 자료를 바탕으로 국내 최초로 청소년을 대상으로 하여 과불화 화합물의 혈중농도와 신장기능의 관계를 분석하였다.
방법
제 4기 국민환경보건 기초조사에 포함된 국내에 거주하는 중, 고등학생 828명을 대상으로 5종의 과불화 화합물의 혈중 농도를 조사하고 농도에 따른 신장기능의 변화를 알아보고자 하였다. 5종의 과불화 화합물 각각의 농도와 총 합의 농도를 사분위수로 나눈 후 다중선형회귀분석을 실시하여 신기능과의 상관관계를 분석하였다.
결과
다중선형회귀분석 결과 5종의 과불화 화합물 각각의 농도와 총 합의 농도 증가에 따라 일부 또는 전체 사분위수에서 통계적으로 유의한 신장기능의 감소가 확인되었다.
결론
제 4기 국민환경보건 기초조사 자료를 바탕으로 한국 청소년을 대상으로 한 이번 단면연구에서는 혈중 과불화 화합물의 농도와 신기능 사이에 음의 상관관계가 있음을 발견하였다. 잘 설계된 종단연구와 지속적인 추적관찰이 필요하다.

Citations

Citations to this article as recorded by  
  • Association of Combined Per- and Polyfluoroalkyl Substances and Metals with Chronic Kidney Disease
    Issah Haruna, Emmanuel Obeng-Gyasi
    International Journal of Environmental Research and Public Health.2024; 21(4): 468.     CrossRef
  • Leveraging Machine Learning for a Comprehensive Assessment of PFAS Nephrotoxicity
    Anirudh Mazumder, Kapil Panda
    Advances in Science, Technology and Engineering Systems Journal.2024; 9(3): 62.     CrossRef
  • 148 View
  • 1 Download
  • 2 Crossref
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Research Article
The exposure level of environmental harmful substances related to the secondhand smoke in Korean non-smoker adults: data from the second Korean National Environmental Health Survey (KoNEHS 2012–2014): a cross-sectional study
Sang Woo Kim, Sung Won Jung, Jae-Gwang Lee, Jae Han Joo, June-Hee Lee, Kyung-Jae Lee
Ann Occup Environ Med 2019;31:e30.   Published online October 15, 2019
DOI: https://doi.org/10.35371/aoem.2019.31.e30
AbstractAbstract PDFPubReaderePub
Background

We aimed to find the exposure level of environmental harmful substances related to the secondhand smoke (SHS) using a nationally representative data of the general population in Korea.

Methods

Total 3,533 people were included in this study. We compared the proportion exceeding 95 percentile of the concentrations of harmful substances by sex according to SHS exposure. 16 kinds of substances related to tobacco smoke were analyzed including heavy metals, polycyclic aromatic hydrocarbons, volatile organic compounds, and environmental phenol. For 16 kinds of substances, the odds ratios (ORs) for exceeding 95 percentile of each harmful substance were calculated by multiple logistic regression according to SHS exposure. Age, education level, marital status, body mass index, drinking, and exercise were adjusted as covariates. Cotinine level was additionally adjusted to increase reliability of our results.

Results

SHS was associated with high exposure of mercury, methylhippuric acid, fluorene, and cotinine. In women, SHS was associated with mercury, methylhippuric acid, fluorene, and cotinine, while in men, it was associated with cotinine. After adjusting covariates, ORs of blood mercury, methylhippuric acid and hydroxyfluorene in the exposed gruop were greater than that in the non-exposed group. Especially in female, methylhippuric acid and hydroxyfluorene showed consistent result.

Conclusions

Our finding demonstrates that SHS is related to several harmful substances. Therefore, to reduce the health effects of SHS, it is necessary to educate and publicize the risk of SHS. Future studies are necessary to more accurately analyze factors such as exposure frequency, time, and pathway of SHS.


Citations

Citations to this article as recorded by  
  • Sleep duration mediates the association between heavy metals and the prevalence of depression: an integrated approach from the NHANES (2005–2020)
    Qingsong Mao, Xiaoyi Zhu, Yuzhe Kong
    Frontiers in Psychiatry.2024;[Epub]     CrossRef
  • Joint association of heavy metals and polycyclic aromatic hydrocarbons exposure with depression in adults
    Miaomiao Jiang, Hui Zhao
    Environmental Research.2024; 242: 117807.     CrossRef
  • Environmental tobacco smoke exposure is associated with increased levels of metals in children’s saliva
    Lisa M. Gatzke-Kopp, Jenna L. Riis, Hedyeh Ahmadi, Hillary L. Piccerillo, Douglas A. Granger, Clancy B. Blair, Elizabeth A. Thomas
    Journal of Exposure Science & Environmental Epidemiology.2023; 33(6): 903.     CrossRef
  • Passive smoking exposure and the risk of hypertension among non-smoking adults: the 2015–2016 NHANES data
    Onoja Matthew Akpa, Akinkunmi Paul Okekunle, Jeffery Osahon Asowata, Babatunde Adedokun
    Clinical Hypertension.2021;[Epub]     CrossRef
  • 43 View
  • 1 Download
  • 3 Web of Science
  • 4 Crossref
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