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Relationship between urinary phthalate metabolites and diabetes: Korean National Environmental Health Survey (KoNEHS) cycle 3 (2015–2017)
Do Jin Nam, Yeji Kim, Eun Hye Yang, Hyo Choon Lee, Jae-Hong Ryoo
Ann Occup Environ Med 2020;32:e34.   Published online September 18, 2020
DOI: https://doi.org/10.35371/aoem.2020.32.e34
AbstractAbstract PDFPubReaderePub
Background

We aimed to determine relationship diabetes according to urinary phthalate metabolites using adult data from Korean National Environmental Health Survey cycle 3 (2015–2017).

Method

This study was conducted on 3,781 adults aged 19 years and older (1,648 men and 2,133 women) based on KoNEHS cycle 3. Participants' data were analyzed by gender; Relationship between phthalate metabolites in the urine and diabetes was analyzed by dividing the sociodemographic variables, health behavior-related variables, and urinary phthalate metabolite concentrations into quartiles. To determine the relationship between urinary phthalate metabolites and the prevalence of diabetes, the odds ratio (OR) was calculated using logistic regression analysis.

Results

Based on the 1st quartile of each metabolite, the ORs for di-2-ethylhexyl phthalate (DEHP) (4th quartile), mono-(2-ethyl-5-hydroxyhexyl) phthalate (MEHHP) (2nd quartile, 3rd quartile and 4th quartile), mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP) (4th quartile), mono-(2-ethyl-5-carboxypentyl) phthalate (MECCP) (4th quartile), mono-n-butyl phthalate (MnBP) (3rd quartile and 4th quartile), mono-benzyl phthalate (MBzP) (2nd quartile) and 4th quartile), and mono (3-carboxypropyl) phthalate (MCPP) (3rd quartile and 4th quartile) were significantly higher after the adjustment in men. The ORs for DEHP (2nd quartile, 3rd quartile and 4th quartile), MEHHP (2nd quartile, 3rd quartile and 4th quartile), MEOHP (4th quartile), MECCP (4th quartile), MBzP (4th quartile), and MCPP (4th quartile) were significantly higher after the adjustment in women.

Conclusion

This study investigated relationship between urinary phthalate metabolites and diabetes. The higher urinary phthalate metabolites, the higher the prevalence of diabetes. Further regulation of phthalate may be needed, and further studies are warranted to confirm the association between phthalate concentration and other chronic diseases (such as hypertension, hyperlipidemia, and cardiovascular disease).


Citations

Citations to this article as recorded by  
  • Relationship between endocrine disrupting chemicals (phthalate metabolites, triclosan and bisphenols) and vitamin D in female subjects: An exploratory pilot study
    Edwina Brennan, Alexandra E. Butler, Manjula Nandakumar, Kristie Thompson, Thozhukat Sathyapalan, Stephen L. Atkin
    Chemosphere.2024; 349: 140894.     CrossRef
  • Association of Multiple Urinary Phthalates Metabolites with Diabetes Risk in Elderly Population
    Yue Wang, Jiaoyang Chen, Jingang Shi, Zhixin Zhao, Jiamei Chen, Ye Deng, Tianyun Wang, Yuting Wang, Yuting Xiang, Miao He
    Environment & Health.2024; 2(3): 140.     CrossRef
  • Endoplasmic reticulum stress and pro-inflammatory responses induced by phthalate metabolites monoethylhexyl phthalate and monobutyl phthalate in 1.1B4 pancreatic beta cells
    Fulya Dal Yöntem, Sinem Ayaz, Şeyma Bulut, Ebru Hacıosmanoğlu Aldoğan, Müfide Aydoğan Ahbab
    Toxicology.2024; 501: 153695.     CrossRef
  • The mitochondrial link: Phthalate exposure and cardiovascular disease
    Shama Prasada Kabekkodu, Lauren Rae Gladwell, Mahua Choudhury
    Biochimica et Biophysica Acta (BBA) - Molecular Cell Research.2024; 1871(4): 119708.     CrossRef
  • Association of phthalate exposure with all-cause mortality across renal function status: The U.S. National Health and Nutrition Examination Survey, 2005–2018
    Hao-Wei Tao, Wen-Wen Han, Yu-Jie Liu, Hong-Zhen Du, Zeng-Ning Li, Li-Qiang Qin, Guo-Chong Chen, Jing-Si Chen
    Ecotoxicology and Environmental Safety.2024; 270: 115881.     CrossRef
  • Potential mechanisms and modifications of dietary antioxidants on the associations between co-exposure to plastic additives and diabetes
    Yang Yang, Cheng Zhang, Hui Gao
    Nutrition & Diabetes.2024;[Epub]     CrossRef
  • Food contaminants and potential risk of diabetes development: A narrative review
    Maja Milanović, Nataša Milošević, Nataša Milić, Milica Medić Stojanoska, Edward Petri, Jelena Marković Filipović
    World Journal of Diabetes.2023; 14(6): 705.     CrossRef
  • The Hidden Threat: Endocrine Disruptors and Their Impact on Insulin Resistance
    Mehak Dagar, Priya Kumari, Agha Muhammad Wali Mirza, Shivani Singh, Noor U Ain, Zainab Munir, Tamleel Javed, Muhammad Furqan Ismat Virk , Saleha Javed, Farwa Haider Qizilbash, Anil KC, Chukwuyem Ekhator , Sophia B Bellegarde
    Cureus.2023;[Epub]     CrossRef
  • The Relationship between Phthalates and Diabetes: A Review
    Melissa Mariana, Elisa Cairrao
    Metabolites.2023; 13(6): 746.     CrossRef
  • Endocrine disruptors in plastics alter β-cell physiology and increase the risk of diabetes mellitus
    Juan Martínez-Pinna, Roberto Sempere-Navarro, Regla M. Medina-Gali, Esther Fuentes, Ivan Quesada, Robert M. Sargis, Leonardo Trasande, Angel Nadal
    American Journal of Physiology-Endocrinology and Metabolism.2023; 324(6): E488.     CrossRef
  • Phthalates’ exposure leads to an increasing concern on cardiovascular health
    Melissa Mariana, Miguel Castelo-Branco, Amadeu M. Soares, Elisa Cairrao
    Journal of Hazardous Materials.2023; 457: 131680.     CrossRef
  • Engineering metalized surface of single hair via electroless Cu-plating strategy for self-supported nonenzymatic glucose sensor
    Kunpeng Qian, Yanfang Xu, Miao Miao, Dongmei Deng, Liqiang Luo, Xin Feng
    Journal of Materials Science.2023; 58(38): 15074.     CrossRef
  • A Pilot Study: Nails as a Non-invasive Biospecimen of Human Exposure to Phthalate Esters
    Chao Li, Yucheng Jin, Shen Xu, Huan He
    Bulletin of Environmental Contamination and Toxicology.2022; 108(5): 963.     CrossRef
  • Association between exposure to chemical mixtures in relation to serum total IgE among adults 19–86 years old
    Hai Duc Nguyen, Hojin Oh, Min-Sun Kim
    International Immunopharmacology.2022; 102: 108428.     CrossRef
  • Urinary phthalate concentrations and mortality risk: A population-based study
    Anika Beyer, Paula Schorgg, Nena Karavasiloglou, Sneha Sarwar, Sabine Rohrmann, Till Bärnighausen, Aedin Cassidy, Lisa Connolly, Tilman Kühn
    Environmental Research.2022; 214: 113927.     CrossRef
  • Urinary bisphenol concentrations and its association with metabolic disorders in the US and Korean populations
    Ji Yoon Choi, Jiyun Lee, Da-An Huh, Kyong Whan Moon
    Environmental Pollution.2022; 295: 118679.     CrossRef
  • Mixtures modeling identifies heavy metals and pyrethroid insecticide metabolites associated with obesity
    Hai Duc Nguyen, Hojin Oh, Won Hee Jo, Ngoc Hong Minh Hoang, Min-Sun Kim
    Environmental Science and Pollution Research.2022; 29(14): 20379.     CrossRef
  • Phthalate exposure and risk of diabetes mellitus: Implications from a systematic review and meta-analysis
    Hong Zhang, Yujie Ben, Yonghe Han, Yong Zhang, Yu Li, Xinwang Chen
    Environmental Research.2022; 204: 112109.     CrossRef
  • Association between urinary trans,trans-muconic acid and diabetes: a cross-sectional analysis of data from Korean National Environmental Health Survey (KoNEHS) cycle 3 (2015–2017)
    Eun Hye Yang, Do Jin Nam, Hyo Choon Lee, Soon Su Shin, Jae-Hong Ryoo
    Annals of Occupational and Environmental Medicine.2021;[Epub]     CrossRef
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Relationship between seafood consumption and bisphenol A exposure: the Second Korean National Environmental Health Survey (KoNEHS 2012–2014)
Yeji Kim, Minkyu Park, Do Jin Nam, Eun Hye Yang, Jae-Hong Ryoo
Ann Occup Environ Med 2020;32:e10.   Published online March 5, 2020
DOI: https://doi.org/10.35371/aoem.2020.32.e10
AbstractAbstract PDFPubReaderePub
Background

This study aimed to identify the relationship between exposure to bisphenol A (BPA) and seafood consumption using a nationally representative data of the general Korean population.

Methods

This study was conducted on 5,402 adults aged 19 years and older (2,488 men, 2,914 women) based on the second Korean National Environmental Health Survey (2012–2014). We stratified the data according to gender and analyzed urinary BPA concentrations in terms of sociodemographic characteristics, health behavior, dietary factor, and seafood consumption. In the high and low BPA exposure groups, the odds ratios (ORs) were calculated using logistic regression analysis according to the top 75th percentile concentration.

Results

In men, large fish and tuna and other seafood categories had significantly higher ORs before and after adjustment in the group who consumed seafood more than once a week than in the group who rarely consumed seafood, with an adjusted value of 1.97 (95% confidence interval [CI]: 1.12–3.48) and 1.74 (95% CI: 1.10–2.75), respectively. In the shellfish category, the unadjusted OR was 1.61 (95% CI: 1.00–2.59), which was significantly higher in the group who consumed seafood more than once a week than in the group who rarely consumed seafood. However, the OR after adjusting for the variables was not statistically significant. In women, the frequency of seafood consumption and the concentration of urinary BPA were not significantly associated.

Conclusions

BPA concentration was higher in men who frequently consumed large fish and tuna, shellfish and other seafood in this study.


Citations

Citations to this article as recorded by  
  • Relationship between the use of hair products and urine benzophenone-3: the Korean National Environmental Health Survey (KoNEHS) cycle 4
    Siyoung Kim, Seong-yong Cho, Seongyong Yoon, Daehwan Kim, Hyun Woo Park, Jisoo Kang, Sung Woo Huh
    Annals of Occupational and Environmental Medicine.2024;[Epub]     CrossRef
  • Relationship between shellfish consumption and urinary phthalate metabolites: Korean National Environmental Health Survey (KoNEHS) cycle 3 (2015-2017)
    Jisoo Kang, Seong-yong Cho, Jinseok Kim, Seongyong Yoon, Jong-min An, Gayoung Kim, Si young Kim
    Annals of Occupational and Environmental Medicine.2023;[Epub]     CrossRef
  • Endocrine disrupting chemicals: A promoter of non-alcoholic fatty liver disease
    Yajie Chen, Yang Wang, Ziqiang Cui, Wenpeng Liu, Baowang Liu, Qiang Zeng, Xin Zhao, Jian Dou, Jinglin Cao
    Frontiers in Public Health.2023;[Epub]     CrossRef
  • Relationship between the use of plastics in refrigerator food storage and urine phthalate metabolites: the Korean National Environmental Health Survey (KoNEHS) cycle 3
    Jisoo Kang, Seong-yong Cho, Seongyong Yoon
    Annals of Occupational and Environmental Medicine.2023;[Epub]     CrossRef
  • Bisphenol S Impairs Oestradiol Secretion during In Vitro Basal Folliculogenesis in a Mono-Ovulatory Species Model
    Claire Vignault, Véronique Cadoret, Peggy Jarrier-Gaillard, Pascal Papillier, Ophélie Téteau, Alice Desmarchais, Svetlana Uzbekova, Aurélien Binet, Fabrice Guérif, Sebastien Elis, Virginie Maillard
    Toxics.2022; 10(8): 437.     CrossRef
  • Cross-Sectional Association of Urinary Bisphenol A and Vaccine-Induced Immunity against Hepatitis B Virus: Data from the 2003–2014 National Health and Nutrition Examination Survey
    Jun Young Uhm, Hyoung-Ryoul Kim
    International Journal of Environmental Research and Public Health.2022; 19(3): 1103.     CrossRef
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Relationship between personal care products usage and triclosan exposure: the second Korean National Environmental Health Survey (KoNEHS 2012–2014)
Minkyu Park, Seyoung Kim, Yeji Kim, Do Jin Nam, Jae-Hong Ryoo, Sinye Lim
Ann Occup Environ Med 2019;31:2.   Published online January 28, 2019
DOI: https://doi.org/10.1186/s40557-019-0283-y
AbstractAbstract PDFSupplementary MaterialPubReaderePub
Background

We aimed to find the exposure level of triclosan (TCS), a known endocrine disruptor, related to the use of personal care products using a nationally representative data of the general population in Korea.

Methods

This study included data of 6288 adults aged 19 years and older (2692 men, 3596 women), based on the Second Korean National Environmental Health Survey (KoNEHS 2012–2014). The data were divided according to gender. The frequency and proportion of each variable were determined by dividing participants into two groups based on the top 75th percentile concentration of urinary TCS (male: 1.096 μg/g creatinine, female: 1.329 μg/g creatinine). Odds ratios (ORs) were calculated using logistic regression analysis for the high TCS exposure and low TCS exposure groups.

Results

Overall, the proportion of participants using personal care products was higher in women than in men. There was a significantly higher proportion of participants in the high TCS exposure group with younger age, higher education and income levels and with more frequent use of fragrance products, hair care products, body cleansers, cosmetics, and antimicrobial agents. In both men and women, ORs tended to increase with increased frequency of use of hair care products, body cleansers, and cosmetics before and after adjustment.

Conclusions

Our findings demonstrate that as the frequency of use of personal care products increases, urine TCS concentration increases. Because TCS is a well-known endocrine disruptor, further studies are needed and explore other health effects with exposure to TCS in general population in Korea.

Electronic supplementary material

The online version of this article (10.1186/s40557-019-0283-y) contains supplementary material, which is available to authorized users.


Citations

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  • Relationship between crustacean consumption and serum perfluoroalkyl substances (PFAS): the Korean National Environmental Health Survey (KoNEHS) cycle 4
    Sung Woo Huh, Seong-yong Cho, Seongyong Yoon, Daehwan Kim, Hyun Woo Park, Jisoo Kang, Keon Woo Kim
    Annals of Occupational and Environmental Medicine.2024;[Epub]     CrossRef
  • Potential application of 2D nano-layered MXene in analysing and remediating endocrine disruptor compounds and heavy metals in water
    Muhammad Nur’ Hafiz Rozaini, Kuan Shiong Khoo, Muhammad Amirul Aizat Mohd Abdah, Baranitharan Ethiraj, Mohammad Mahtab Alam, Aliya Fathima Anwar, Normawati M. Yunus, Chin Seng Liew, Jun Wei Lim, Chii-Dong Ho, Woei-Yenn Tong
    Environmental Geochemistry and Health.2024;[Epub]     CrossRef
  • Relationship between the use of hair products and urine benzophenone-3: the Korean National Environmental Health Survey (KoNEHS) cycle 4
    Siyoung Kim, Seong-yong Cho, Seongyong Yoon, Daehwan Kim, Hyun Woo Park, Jisoo Kang, Sung Woo Huh
    Annals of Occupational and Environmental Medicine.2024;[Epub]     CrossRef
  • Occupational differences in personal care product use and urinary concentration of endocrine disrupting chemicals by gender
    Saerom Kim, Hye Sook Min, Won Jin Lee, Seung-Ah Choe
    Journal of Exposure Science & Environmental Epidemiology.2023; 33(2): 312.     CrossRef
  • Health risk assessment of exposure to triclosan in pregnant women using Monte Carlo simulation techniques: based on biomonitoring data
    Elham Attarian, Farzaneh Mohammadi, Karim Ebrahimpour, Malihe Moazeni, Mohammadreza Maracy, Afshin Ebrahimi, Roya Kelishadi
    Journal of Environmental Science and Health, Part C.2023; 41(1-2): 61.     CrossRef
  • Temporal trends in urinary concentrations of phenols, phthalate metabolites and phthalate replacements between 2000 and 2017 in Boston, MA
    Victoria S. Jiang, Antonia M. Calafat, Paige L. Williams, Jorge E. Chavarro, Jennifer B. Ford, Irene Souter, Russ Hauser, Lidia Mínguez-Alarcón
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    Zahra Kazemi, Ehsan Aboutaleb, Abbas Shahsavani, Majid Kermani, Zohre Kazemi
    Journal of Environmental Health Science and Engineering.2022; 20(1): 589.     CrossRef
  • Effect of Maternal Triclosan Exposure on Neonatal Thyroid‐Stimulating Hormone Levels: A Cross‐Sectional Study
    Elham Attarian, Karim Ebrahimpour, Mohammadreza Maracy, Seyede Shahrbanoo Daniali, Bahareh Shoshtari-Yeganeh, Malihe Moazeni, Afshin Ebrahimi, Roya Kelishadi, Gabriella Galluccio
    Journal of Environmental and Public Health.2022;[Epub]     CrossRef
  • Association of urinary triclosan, methyl triclosan, triclocarban, and 2,4-dichlorophenol levels with anthropometric and demographic parameters in children and adolescents in 2020 (case study: Kerman, Iran)
    Habibeh Nasab, Saeed Rajabi, Moghaddameh Mirzaee, Majid Hashemi
    Environmental Science and Pollution Research.2022; 29(20): 30754.     CrossRef
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    Maja Milanović, Larisa Đurić, Nataša Milošević, Nataša Milić
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    Dongfeng Yang, Sifang Kong, Feng Wang, Lap Ah Tse, Zhi Tang, Yang Zhao, Chun Li, Minhui Li, Zihan Li, Shaoyou Lu
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    Sinye Lim
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    Vasiliki Karzi, Manolis Tzatzarakis, Ioanna Katsikantami, Athina Stavroulaki, Athanasios Alegakis, Elena Vakonaki, Pelagia Xezonaki, Stavros Sifakis, Apostolos Rizos, Aristidis Tsatsakis
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  • Risk Assessment of Triclosan, a Cosmetic Preservative
    Jung Dae Lee, Joo Young Lee, Seung Jun Kwack, Chan Young Shin, Hyun-Jun Jang, Hyang Yeon Kim, Min Kook Kim, Dong-Wan Seo, Byung-Mu Lee, Kyu-Bong Kim
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    Jiufeng Li, Wenyu Liu, Wei Xia, Hongzhi Zhao, Yanqiu Zhou, Yuanyuan Li, Chuansha Wu, Hongxiu Liu, Bin Zhang, Yingshuang Zhu, Jie Hu, Xianliang Wang, Dan Ye, Shunqing Xu, Zongwei Cai
    Environmental Science & Technology.2019; 53(11): 6546.     CrossRef
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Female non-smokers’ environmental tobacco smoking exposure by public transportation mode
Seyoung Kim, Jin-Soo Park, Minkyu Park, Yeji Kim, Sinye Lim, Hye-Eun Lee
Ann Occup Environ Med 2018;30:24.   Published online April 19, 2018
DOI: https://doi.org/10.1186/s40557-018-0239-7
AbstractAbstract PDFPubReaderePub
Background

This study aimed to analyze environmental tobacco smoking exposure in female nonsmokers by public transportation mode using representative data of Koreans.

Methods

Data from the Second Korean National Environmental Health Survey (2012–2014) were analyzed. Urine cotinine was analyzed by public transport behavior, secondhand smoke exposure, socioeconomic factors, and health-related factors. Participants were 1322 adult females; those with the top 75% urine cotinine concentrations were assigned to the high exposure group. A logistic regression analysis was performed considering appropriate weights and stratification according to the sample design of the Second Korean National Environmental Health Survey.

Results

The geometric mean of urine cotinine concentrations differed according to public transportation modes: subway (1.66 μg/g creatinine) bus (1.77 μg/g creatinine), and taxi (1.94 μg/g creatinine). The odds ratio [OR] was calculated for the high exposure group. The OR of the taxi (2.39; 95% confidence interval, 1.00–5.69) was statistically significantly higher than the subway value (reference), and marginally significant after adjusted with life style, sociodemographic factors and involuntary smoking frequency (2.42, 95% confidence interval, 0.97–6.04).

Conclusions

The odds ratio of passengers who mainly used taxis was marginally significantly higher than those of passengers who used subways and buses after adjusted with life style and sociodemographic factors. Implementation of supplementary measures and further studies on exposure to environmental tobacco smoking in taxis are warranted.


Citations

Citations to this article as recorded by  
  • Changes in urinary cotinine concentrations in non-smoking adults from the Korean National Environmental Health Survey (KoNEHS) II (2012–2014) after implementation of partial smoke-free regulations
    Jeonghoon Kim, Kiyoung Lee
    International Journal of Hygiene and Environmental Health.2020; 224: 113419.     CrossRef
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Relationship between dietary factors and bisphenol a exposure: the second Korean National Environmental Health Survey (KoNEHS 2012–2014)
Jin-Soo Park, Seyoung Kim, Minkyu Park, Yeji Kim, Hyeeun Lee, Hyunrim Choi, Sinye Lim
Ann Occup Environ Med 2017;29:42.   Published online October 18, 2017
DOI: https://doi.org/10.1186/s40557-017-0200-1
AbstractAbstract PDFPubReaderePub
Background

This study was aimed at finding out the exposure level of bisphenol A (BPA), a well-known endocrine disruptor, in relation to dietary factors using a data representing the Korean general population.

Methods

This study was performed on 5402 adults aged 19 years and older based on the Second Korean National Environmental Health Survey (KoNEHS 2012–2014). The data analyzed urinary BPA concentration in relation to socio-demographic variables, health behavior-related variables, and dietary factor-related variables. Odds ratio (OR) was calculated through a logistic regression analysis after dividing the participants into high BPA exposure group and low BPA exposure group based on the top 75 percentile concentration. The logistic regression analysis was carried out considering the appropriate sample weight, stratification, and clustering of the second KoNEHS sample design.

Results

The group drinking bottled water at home and the group using zip-top bags/plastic bags showed significantly higher urinary BPA concentration in female. OR tends to increase as the intake frequency of frozen food increased and OR of frozen food consumption of more than once a week was 1.48 (95% confidence interval (CI) 1.02–2.24) for male and the group drinking bottled water showed significantly higher OR of 1.45 (95% CI 1.06–2.17) after adjusting the related factors for female.

Conclusions

BPA levels were high in female using bottled water and in male consuming frozen food, and therefore bottled water and frozen food need to be avoided to reduce BPA levels.


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    Andrea Rodriguez-Carrillo, Sylvie Remy, Shereen Cynthia D'Cruz, Elena Salamanca-Fernandez, Fernando Gil, Pablo Olmedo, Vicente Mustieles, Fernando Vela-Soria, Kirsten Baken, Nicolás Olea, Fátima Smagulova, Mariana F. Fernandez, Carmen Freire
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    C. Li, M. Cao, T. Qi, X. Ye, L. Ma, W. Pan, J. Luo, P. Chen, J. Liu, J. Zhou
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    Tapas K. Mandal, Nargish Parvin, Sang Woo Joo, Partha Roy
    International Journal of Environmental Research and Public Health.2020; 17(4): 1143.     CrossRef
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    Hadassa S.R.P. Moura, Priscilla R.S. Rocha, Angélica A. Amato, Fernando F. Sodré
    Microchemical Journal.2020; 152: 104347.     CrossRef
  • Relationship between seafood consumption and bisphenol A exposure: the Second Korean National Environmental Health Survey (KoNEHS 2012–2014)
    Yeji Kim, Minkyu Park, Do Jin Nam, Eun Hye Yang, Jae-Hong Ryoo
    Annals of Occupational and Environmental Medicine.2020;[Epub]     CrossRef
  • Assessing Endogenous and Exogenous Hormone Exposures and Breast Development in a Migrant Study of Bangladeshi and British Girls
    Renata E. Howland, Nicole C. Deziel, Gillian R. Bentley, Mark Booth, Osul A. Choudhury, Jonathan N. Hofmann, Robert N. Hoover, Hormuzd A. Katki, Britton Trabert, Stephen D. Fox, Rebecca Troisi, Lauren C. Houghton
    International Journal of Environmental Research and Public Health.2020; 17(4): 1185.     CrossRef
  • RETRACTED: Exposure to environmental pollutants and a marker of early kidney injury in the general population: Results of a nationally representative cross-sectional study based on the Korean National Environmental Health Survey (KoNEHS) 2012–2014
    Sinye Lim, Jin-Ha Yoon
    Science of The Total Environment.2019; 681: 175.     CrossRef
  • Female non-smokers’ environmental tobacco smoking exposure by public transportation mode
    Seyoung Kim, Jin-Soo Park, Minkyu Park, Yeji Kim, Sinye Lim, Hye-Eun Lee
    Annals of Occupational and Environmental Medicine.2018;[Epub]     CrossRef
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