1
|
Mouat JS, Li X, Neier K, Zhu Y, Mordaunt CE, La Merrill MA, Lehmler HJ, Jones MP, Lein PJ, Schmidt RJ, LaSalle JM. Networks of placental DNA methylation correlate with maternal serum PCB concentrations and child neurodevelopment. ENVIRONMENTAL RESEARCH 2023; 220:115227. [PMID: 36608759 PMCID: PMC10518186 DOI: 10.1016/j.envres.2023.115227] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/21/2022] [Accepted: 01/03/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Gestational exposure to polychlorinated biphenyls (PCBs) has been associated with elevated risk for neurodevelopmental disorders. Placental epigenetics may serve as a potential mechanism of risk or marker of altered placental function. Prior studies have associated differential placental DNA methylation with maternal PCB exposure or with increased risk of autism spectrum disorder (ASD). However, sequencing-based placental methylomes have not previously been tested for simultaneous associations with maternal PCB levels and child neurodevelopmental outcomes. OBJECTIVES We aimed to identify placental DNA methylation patterns associated with maternal PCB levels and child neurodevelopmental outcomes in the high-risk ASD MARBLES cohort. METHODS We measured 209 PCB congeners in 104 maternal serum samples collected at delivery. We identified networks of DNA methylation from 147 placenta samples using the Comethyl R package, which performs weighted gene correlation network analysis for whole genome bisulfite sequencing data. We tested placental DNA methylation modules for association with maternal serum PCB levels, child neurodevelopment, and other participant traits. RESULTS PCBs 153 + 168, 170, 180 + 193, and 187 were detected in over 50% of maternal serum samples and were highly correlated with one another. Consistent with previous findings, maternal age was the strongest predictor of serum PCB levels, alongside year of sample collection, pre-pregnancy BMI, and polyunsaturated fatty acid levels. Twenty seven modules of placental DNA methylation were identified, including five which significantly correlated with one or more PCBs, and four which correlated with child neurodevelopment. Two modules associated with maternal PCB levels as well as child neurodevelopment, and mapped to CSMD1 and AUTS2, genes previously implicated in ASD and identified as differentially methylated regions in mouse brain and placenta following gestational PCB exposure. CONCLUSIONS Placental DNA co-methylation modules were associated with maternal PCBs and child neurodevelopment. Methylation of CSMD1 and AUTS2 could be markers of altered placental function and/or ASD risk following maternal PCB exposure.
Collapse
Affiliation(s)
- Julia S Mouat
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA; Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Genome Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA
| | - Xueshu Li
- Department of Occupational and Environmental Health, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Kari Neier
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA; Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Genome Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA
| | - Yihui Zhu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA; Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Genome Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA
| | - Charles E Mordaunt
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA; Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Genome Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA
| | - Michele A La Merrill
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Department of Environmental Toxicology, University of California, Davis, CA, USA
| | - Hans-Joachim Lehmler
- Department of Occupational and Environmental Health, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Michael P Jones
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - Pamela J Lein
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA; Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, CA, USA
| | - Rebecca J Schmidt
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA; Department of Public Health Sciences, School of Medicine, University of California, Davis, CA, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA; Perinatal Origins of Disparities Center, University of California, Davis, CA, USA; Genome Center, University of California, Davis, CA, USA; MIND Institute, University of California, Davis, CA, USA.
| |
Collapse
|
2
|
Yuan TH, Eguchi A, Tai CJ, Tsai CH, Chien JW, Chan CC, Mori C. Comparison of the PCB serum levels among mother-child pairs in areas of Eastern Japan and Central Taiwan. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:150272. [PMID: 34852429 DOI: 10.1016/j.scitotenv.2021.150272] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 09/01/2021] [Accepted: 09/07/2021] [Indexed: 06/13/2023]
Abstract
Polychlorinated biphenyls (PCBs) have been prohibited for two decades in Japan and Taiwan. The aim of this study was to compare the PCB congeners in maternal and cord serum between two countries. Our study subjects were 248 and 100 mother-child pairs in Japan and Taiwan. The measured levels of 23 serum PCB congeners between two countries were analyzed using gas chromatography-electron capture negative ionization quadrupole mass spectrometry (GC-NICI-qMS). The statistical comparisons were conducted by Student's t-test and principal component analysis with further stratification by maternal age and parity. The maternal total PCBs levels in Japan (426 ± 244 pg/g wet wt) were significantly higher than those in Taiwan (254 ± 155 pg/g wet wt), and the similar results were found in cord total PCBs levels (97 ± 76 and 58 ± 87 pg/g wet wt). It showed different distributions of PCB congeners between two countries. Whether in maternal or cord serum, the CB138, CB153 and CB180 were the highest detectable congeners whether in Japan or Taiwan. And, the CB66, CB99, CB206 and CB209 were only detected in maternal serum of Taiwan. The women of advanced maternal age had higher levels of PCB congeners, especially in Taiwan, and the primiparous women had higher levels of PCB congeners in two countries. In summary, the PCB congeners in Japan's mother-child pairs were with higher levels and different distributions when compared to those in Taiwan, and the maternal age and parity were important factors associated with the PCB levels.
Collapse
Affiliation(s)
- Tzu-Hsuen Yuan
- Department of Health and Welfare, College of City Management, University of Taipei, Taiwan
| | - Akifumi Eguchi
- Center for Preventive Medical Sciences, Chiba University, Japan
| | - Chun-Ju Tai
- Institute of Environmental and Occupational Health Sciences, National Taiwan University, Taiwan; Innovation and Policy Center for Population Health and Sustainable Environment (Population Health Research Center, PHRC), College of Public Health, National Taiwan University, Taiwan
| | | | | | - Chang-Chuan Chan
- Institute of Environmental and Occupational Health Sciences, National Taiwan University, Taiwan; Innovation and Policy Center for Population Health and Sustainable Environment (Population Health Research Center, PHRC), College of Public Health, National Taiwan University, Taiwan
| | - Chisato Mori
- Center for Preventive Medical Sciences, Chiba University, Japan.
| |
Collapse
|
3
|
Plunk EC, Richards SM. Endocrine-Disrupting Air Pollutants and Their Effects on the Hypothalamus-Pituitary-Gonadal Axis. Int J Mol Sci 2020; 21:ijms21239191. [PMID: 33276521 PMCID: PMC7731392 DOI: 10.3390/ijms21239191] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 11/28/2020] [Accepted: 11/30/2020] [Indexed: 12/19/2022] Open
Abstract
Anthropogenic endocrine-disrupting chemicals (EDCs) can contaminate air, soil, and water. Human exposures to EDCs occur through inhalation, absorption, and ingestion. EDCs act by disrupting various pathways in the endocrine system. When the hypothalamic–pituitary–gonadal (HPG) axis is disrupted by EDCs, there can be effects on fertility in both men and women. Not only can fertility be indirectly affected by EDC disruptions of the HPG axis, but EDCs can also directly affect the menstrual cycle and sperm morphology. In this review, we will discuss the current findings on EDCs that can be inhaled. This review examines effects of exposure to prominent EDCs: brominated and organophosphate flame retardants, diesel exhaust, polycyclic aromatic hydrocarbons, cadmium and lead, TCDD, and polychlorinated biphenyls on fertility through alterations that disrupt the HPG axis and fertility through inhalation. Although the studies included herein include multiple exposure routes, all the studies indicate receptor interactions that can occur from inhalation and the associated effects of all compounds on the HPG axis and subsequent fertility.
Collapse
Affiliation(s)
- Elizabeth C. Plunk
- Department of Environmental Medicine, University of Rochester Medical School, Rochester, NY 14642, USA
- Correspondence:
| | - Sean M. Richards
- Department of Biological, Geological and Environmental Sciences, University of Tennessee-Chattanooga, Chattanooga, TN 37403, USA;
- Department of Obstetrics and Gynecology, College of Medicine, University of Tennessee Health Science Center, Chattanooga, TN 37403, USA
| |
Collapse
|
4
|
Iglesias-González A, Hardy EM, Appenzeller BMR. Cumulative exposure to organic pollutants of French children assessed by hair analysis. ENVIRONMENT INTERNATIONAL 2020; 134:105332. [PMID: 31785528 DOI: 10.1016/j.envint.2019.105332] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 11/06/2019] [Accepted: 11/12/2019] [Indexed: 06/10/2023]
Abstract
Children represent one of the most vulnerable parts of the population regarding the effects of pollutants exposure on health. In this study, hair samples were collected between October 2013 and August 2015 from 142 French children originating from different geographical areas (urban and rural) and analysed with a GC/MS-MS method, allowing for the detection of 55 biomarkers for pesticides and metabolites both persistent and non-persistent from different families, including: organochlorines, organophosphates, pyrethroids, azoles, dinitroanilines, oxadiazines, phenylpyrazoles and carboxamidas; 4 polychlorobiphenyls (PCBs) and 5 polybromodiphenylethers (PBDEs). The number of compounds detected in each sample ranged from 9 up to 37 (21 on average), which clearly highlighted the cumulative exposure of the children. The results also showed a wide range of concentration of the pollutants in hair (often more than 100 times higher in the most exposed child compared to the less exposed), suggesting significant disparities in the exposure level, even in children living in the same area. In addition to the detection of currently used chemicals, the presence of persistent organic pollutants (POPs) in children also suggests that the French population is still exposed to POPs nowadays. PCP, DEP, PNP, 3Me4NP, trans-Cl2CA, 3PBA, fipronil and fipronil sulfone, presented statistically significant higher concentration in the hair of boys compared to girls. PCP, PNP and 3Me4NP presented statistically significant higher concentration in younger children. Finally, this study also suggests that local environmental contamination would not be the main source of exposure, and that individual specificities (habits, diet…) would be the main contributors to the exposure to the pollutants analysed here. The present study strongly supports the relevance of hair for the biomonitoring of exposure and provides the first values of organic pollutant concentration in the hair of French children.
Collapse
Affiliation(s)
- Alba Iglesias-González
- Luxembourg Institute of Health, 1-A-B rue Thomas Edison, L-1445 Strassen, Luxembourg; University of Luxembourg, 2, avenue de l'Université, L-4365 Esch-sur-Alzette, Luxembourg.
| | - Emily M Hardy
- Luxembourg Institute of Health, 1-A-B rue Thomas Edison, L-1445 Strassen, Luxembourg
| | - Brice M R Appenzeller
- Luxembourg Institute of Health, 1-A-B rue Thomas Edison, L-1445 Strassen, Luxembourg
| |
Collapse
|
5
|
Itoh S, Baba T, Yuasa M, Miyashita C, Kobayashi S, Araki A, Sasaki S, Kajiwara J, Hori T, Todaka T, Fujikura K, Nakajima S, Kato S, Kishi R. Association of maternal serum concentration of hydroxylated polychlorinated biphenyls with maternal and neonatal thyroid hormones: The Hokkaido birth cohort study. ENVIRONMENTAL RESEARCH 2018; 167:583-590. [PMID: 30173115 DOI: 10.1016/j.envres.2018.08.027] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 08/17/2018] [Accepted: 08/20/2018] [Indexed: 05/18/2023]
Abstract
BACKGROUND Evidence on the toxicity of hydroxylated metabolites of polychlorinated biphenyls (OH-PCBs) for thyroid hormones (TH) is limited, and the underlying mechanism remains unknown. OBJECTIVES We aimed to investigate the effects of environmental prenatal exposure to OH-PCBs and maternal and neonatal TH levels, taking the maternal-fetal TH transfer into account. METHODS In this prospective birth cohort (the "Hokkaido study") we included 222 mother-neonate pairs. We measured five OH-PCB isomers in maternal serum samples either during pregnancy or within 5 days of delivery. Thyroid stimulating hormone (TSH) and free thyroxine (FT4) levels were obtained from maternal blood samples at an early gestational stage (median; 11.1 weeks) and from heel prick samples of neonates between 4 and 7 days after birth. Multiple linear regression analysis and structural equation modeling (SEM) were performed to investigate the associations between maternal OH-PCB and maternal and neonatal TH levels. RESULTS Median concentration of ∑OH-PCBs was 25.37 pg/g wet weight. The predominant isomer was 4-OH-CB187, followed by 4-OH-CB146+3-OH-CB153. In the fully adjusted linear regression analysis, maternal ∑OH-PCBs was positively associated with maternal FT4, and 4-OH-CB187 was positively associated with both maternal and neonatal FT4 levels. Maternal OH-PCBs showed no significant association with TSH among mothers and neonates. Path analysis indicated the indirect pathway from 4-OH-CB187 exposure to increased neonatal FT4, via maternal THs and neonatal TSH. CONCLUSIONS These findings suggest that maternal exposure to OH-PCBs during pregnancy may increase both maternal and neonatal FT4 levels. Neonatal FT4 is presumed to be increased by prenatal 4-OH-CB187 indirectly, and this process may be mediated by maternal THs and neonatal TSH.
Collapse
Affiliation(s)
- Sachiko Itoh
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan
| | - Toshiaki Baba
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan; Department of Mental Health, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Motoyuki Yuasa
- Faculty of International Liberal Arts, Juntendo University, Tokyo, Japan
| | - Chihiro Miyashita
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan
| | - Sumitaka Kobayashi
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan
| | - Atsuko Araki
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan
| | - Seiko Sasaki
- Department of Public Health Sciences, Hokkaido University, Sapporo, Japan
| | - Jumboku Kajiwara
- Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan
| | - Tsuguhide Hori
- Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan
| | - Takashi Todaka
- Fukuoka Institute of Health and Environmental Sciences, Fukuoka, Japan
| | | | - Sonomi Nakajima
- Department of Occupational Therapy, School of Health Sciences, Sapporo Medical University, Sapporo, Japan
| | - Shizue Kato
- Department of Public Health Sciences, Hokkaido University, Sapporo, Japan
| | - Reiko Kishi
- Center for Environmental Health and Sciences, Hokkaido University, Sapporo, Japan.
| |
Collapse
|
6
|
Mudumbi JBN, Ntwampe SKO, Mekuto L, Matsha T, Itoba-Tombo EF. The role of pollutants in type 2 diabetes mellitus (T2DM) and their prospective impact on phytomedicinal treatment strategies. ENVIRONMENTAL MONITORING AND ASSESSMENT 2018; 190:262. [PMID: 29610974 DOI: 10.1007/s10661-018-6634-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 03/22/2018] [Indexed: 06/08/2023]
Abstract
Type 2 diabetes mellitus (T2DM) is the most common form of diabetes and it is characterized by high blood sugar and abnormal sera lipid levels. Although the specific reasons for the development of these abnormalities are still not well understood, traditionally, genetic and lifestyle behavior have been reported as the leading causes of this disease. In the last three decades, the number of diabetic patients has drastically increased worldwide, with current statistics suggesting the number is to double in the next two decades. To combat this incurable ailment, orthodox medicines, to which economically disadvantaged patients have minimal access to, have been used. Thus, a considerable amalgamation of medicinal plants has recently been proven to possess therapeutic capabilities to manage T2DM, and this has prompted studies primarily focusing on the healing aspect of these plants, and ultimately, their commercialization. Hence, this review aims to highlight the potential threat of pollutants, i.e., polyfluoroalkyl compounds (PFCs), endocrine disrupting chemicals (EDCs) and heavy metals, to medicinal plants, and their prospective impact on the phytomedicinal therapy strategies for T2DM. It is further suggested that auxiliary research be undertaken to better comprehend the factors that influence the uptake of these compounds by these plants. This should include a comprehensive risk assessment of phytomedicinal products destined for the treatment of T2DM. Regulations that control the use of PFC-precursors in certain developing countries are also long overdue.
Collapse
Affiliation(s)
- John Baptist Nzukizi Mudumbi
- Bioresource Engineering Research Group (BioERG), Department of Biotechnology, Cape Peninsula University of Technology, PO Box 652, Cape Town, 8000, South Africa.
| | - Seteno Karabo Obed Ntwampe
- Bioresource Engineering Research Group (BioERG), Department of Biotechnology, Cape Peninsula University of Technology, PO Box 652, Cape Town, 8000, South Africa
| | - Lukhanyo Mekuto
- Department of Chemical Engineering, University of Johannesburg, PO Box 17011, Johannesburg, Gauteng, 2028, South Africa
| | - Tandi Matsha
- Department of Bio-Medical sciences, Faculty of Health and Wellness Science, Cape Peninsula University of Technology, PO Box 1906, Bellville, 7535, South Africa
| | - Elie Fereche Itoba-Tombo
- Bioresource Engineering Research Group (BioERG), Department of Biotechnology, Cape Peninsula University of Technology, PO Box 652, Cape Town, 8000, South Africa
| |
Collapse
|
7
|
Kim JT, Kang JH, Chang YS, Lee DH, Choi SD. Determinants of serum organochlorine pesticide and polychlorinated biphenyl levels in middle-aged Korean adults. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:249-259. [PMID: 29032525 DOI: 10.1007/s11356-017-0382-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 10/02/2017] [Indexed: 06/07/2023]
Abstract
The serum levels of organochlorine pesticides (OCPs) and polychlorinated biphenyls (PCBs) were measured in a middle-aged Korean population and investigated associations with age, gender, body mass index (BMI), metabolic syndrome (MS), type 2 diabetes mellitus (T2DM), and dietary habits. The median concentrations of 22 OCPs and 34 PCBs in the serum samples were 483 and 216 ng g-1 lipid, respectively. The most abundant compound was p,p'-DDE, followed by PCB 153, β-HCH, PCB 118, and PCB 180. The results of multiple linear regression and other statistical analyses revealed that serum OCP and PCB levels were higher in women and were positively correlated with age. BMI was positively associated with serum OCP and PCB levels, reflecting the influence of food intake and the preserving effect of body fat. MS and T2DM were significantly associated with serum OCP and PCB levels. The intake of animal foods had positive associations with serum OCP and PCB levels, whereas the intake of phytogenic foods showed negative associations, presumably because of contamination levels in food items and food matrices that governs absorption and excretion of OCPs and PCBs in the body. The relationship between dietary habits and serum OCP and PCB levels were different in participants with MS compared to healthy participants, suggesting MS may alter the influence of food intake on serum OCP and PCB levels.
Collapse
Affiliation(s)
- Jun-Tae Kim
- Division of Environmental Science and Engineering|, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Pohang, 37673, Republic of Korea.
- Division of Polar Paleoenvironment, Korea Polar Research Institute (KOPRI), 26 Songdomirae-ro, Incheon, 21990, Republic of Korea.
| | - Jung-Ho Kang
- Division of Polar Paleoenvironment, Korea Polar Research Institute (KOPRI), 26 Songdomirae-ro, Incheon, 21990, Republic of Korea
| | - Yoon-Seok Chang
- Division of Environmental Science and Engineering|, Pohang University of Science and Technology (POSTECH), 77 Cheongam-ro, Pohang, 37673, Republic of Korea
| | - Duk-Hee Lee
- School of Medicine, Kyungpook National University (KNU), 680 Gukchaebosang-ro, Daegu, 41944, Republic of Korea
| | - Sung-Deuk Choi
- School of Urban and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), 50 UNIST-gil, Ulsan, 44919, Republic of Korea
| |
Collapse
|
8
|
Jin W, Otake M, Eguchi A, Sakurai K, Nakaoka H, Watanabe M, Todaka E, Mori C. Dietary Habits and Cooking Methods Could Reduce Avoidable Exposure to PCBs in Maternal and Cord Sera. Sci Rep 2017; 7:17357. [PMID: 29229988 PMCID: PMC5725569 DOI: 10.1038/s41598-017-17656-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 11/24/2017] [Indexed: 11/22/2022] Open
Abstract
Polychlorinated biphenyls (PCBs), like other persistent organic pollutants, are accumulating throughout the food chain and pose health threats to humans, especially children and foetuses. There is no protocol for reducing the contamination levels of the PCBs in humans. This study identified food items and cooking methods that reduce serum PCB levels by analysing data collected from the Chiba Study of Mother and Child Health. The sample size was 194 subjects. Serum PCB levels were measured using gas chromatography-electron capture negative ionization quadrupole mass spectrometry. Information on dietary habits was obtained from a brief diet history questionnaire that included questions about food items and cooking methods. Food items were categorized into food groups, and nutrient levels were calculated based on food item consumption. Principal component analysis and lasso regression were used as statistical methods. The analyses of food items and nutrients suggested that food items rich in dietary fibre reduce avoidable exposure to PCBs, as could grilling and deep frying of food, which could reduce avoidable exposure to serum PCBs in mothers and foetuses. (174 words).
Collapse
Affiliation(s)
- Weiwei Jin
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Masae Otake
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Akifumi Eguchi
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Kenichi Sakurai
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Hiroko Nakaoka
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Masahiro Watanabe
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Emiko Todaka
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Chisato Mori
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan.
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan.
| |
Collapse
|
9
|
Eguchi A, Enomoto T, Suzuki N, Okuno M, Mori C. Development of simple analytical methods of polychlorinated biphenyls in human serum by gas chromatography negative ion chemical ionization quadrupole mass spectrometry. ACTA CHROMATOGR 2017. [DOI: 10.1556/1326.2017.00029] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Akifumi Eguchi
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba City 263-0022, Japan
| | - Takeshi Enomoto
- JEOL Ltd., 1156 Nakagami-cho, Akishima, Tokyo 196-0022, Japan
| | - Norimichi Suzuki
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba City 263-0022, Japan
| | - Miho Okuno
- JEOL Ltd., 1156 Nakagami-cho, Akishima, Tokyo 196-0022, Japan
| | - Chisato Mori
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba City 263-0022, Japan
- Chiba University, Department of Bioenvironmental Medicine, Graduate School of Medicine, Chuo-ku Inohana 1-8-1, Chiba City 260-8670, Japan
| |
Collapse
|
10
|
Mori C, Todaka E. For a healthier future: a virtuous cycle for reducing exposure to persistent organic pollutants. J Epidemiol Community Health 2017; 71:660-662. [PMID: 28515209 PMCID: PMC5485752 DOI: 10.1136/jech-2016-208088] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Revised: 04/19/2017] [Accepted: 04/24/2017] [Indexed: 01/17/2023]
Abstract
In the modern society, people are exposed to various pollutants during their lifetime. Worldwide, the status of children's health has changed in recent decades. Some studies have attempted to identify the causes of these changes and whether they relate to pollutant exposure; however, such attempts have faced major challenges because human life is complex, involving many social and environmental factors. Several long-term cohort studies are being conducted to determine the relationship between diseases and social and environmental factors in children. Even before we establish complete proof of adverse effects, we should attempt to decrease risk to future generations by adopting precautionary principles. Environmental exposure to persistent organic pollutants can be reduced throughout the stages of life—the fetal period, newborn and infant periods, childhood, adolescence and adulthood (preconception) by individuals as well as by society as a whole. Through reducing environmental exposure to pollutants, adverse health effects can also be reduced, which will contribute to healthier future generations. Here, we suggest a virtuous cycle for improving the health of future generations through reduced exposure to persistent pollutants.
Collapse
Affiliation(s)
- Chisato Mori
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, Chiba City, Japan.,Centre for Preventive Medical Sciences, Chiba University, Chiba City, Japan
| | - Emiko Todaka
- Centre for Preventive Medical Sciences, Chiba University, Chiba City, Japan
| |
Collapse
|
11
|
Eguchi A, Sakurai K, Watanabe M, Mori C. Exploration of potential biomarkers and related biological pathways for PCB exposure in maternal and cord serum: A pilot birth cohort study in Chiba, Japan. ENVIRONMENT INTERNATIONAL 2017; 102:157-164. [PMID: 28262321 DOI: 10.1016/j.envint.2017.02.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 02/21/2017] [Accepted: 02/23/2017] [Indexed: 05/21/2023]
Abstract
Polychlorinated biphenyls (PCBs) have been associated with adverse human reproductive and fetal developmental measures or outcomes because of their endocrine-disrupting effects; however, the biological mechanisms of adverse effects of PCB exposure in humans are not currently well established. In this study, we aimed to identify the biological pathways and potential biomarkers of PCB exposure in maternal and umbilical cord serum using a hydrophilic interaction chromatography-tandem mass spectrometry (HILIC-MS/MS) metabolomics platform. The median concentration of total PCBs in maternal (n=93) and cord serum (n=93) were 350 and 70pgg-1 wet wt, respectively. PCB levels in maternal and fetal serum from the Chiba Study of Mother and Children's Health (C-MACH) cohort are comparable to those of earlier cohort studies conducted in Japan, the USA, and European countries. We used the random forest model with the metabolome profile to predict exposure levels of PCB (first quartile [Q1] and fourth quartile [Q4]) for pregnant women and fetuses. In the prediction model for classification of Q1 versus Q4 (area-under-curve [AUC]: pregnant women=0.812 and fetuses=0.919), citraconic acid level in maternal serum and ethanolamine, p-hydroxybenzoate, and purine levels in cord serum had >0.70 AUC values. These candidate biomarkers and metabolite included in composited models were related to glutathione and amino acid metabolism in maternal serum and the amino acid metabolism and ubiquinone and other terpenoid-quinone biosynthesis in cord serum (FDR <0.10), indicating disruption of metabolic pathways by PCB exposure in pregnant women and fetuses. These results showed that metabolome analysis might be useful to explore potential biomarkers and related biological pathways for PCB exposure. Thus, more detailed studies are needed to verify sensitivity of the biomarkers and clarify the biochemical changes resulting from PCB exposure.
Collapse
Affiliation(s)
- Akifumi Eguchi
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba, Japan
| | - Kenichi Sakurai
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba, Japan
| | - Masahiro Watanabe
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba, Japan
| | - Chisato Mori
- Chiba University, Center for Preventive Medical Sciences, Inage-ku Yayoi-cho 1-33, Chiba, Japan; Chiba University, Department of Bioenvironmental Medicine, Graduate School of Medicine, Chuo-ku Inohana 1-8-1, Chiba, Japan.
| |
Collapse
|
12
|
Eguchi A, Otake M, Hanazato M, Suzuki N, Matsuno Y, Nakaoka H, Todaka E, Mori C. Assessment of questionnaire-based PCB exposure focused on food frequency in birth cohorts in Japan. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2017; 24:3531-3538. [PMID: 27878486 PMCID: PMC5348559 DOI: 10.1007/s11356-016-8119-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 11/14/2016] [Indexed: 05/31/2023]
Abstract
We investigated the relationship between food frequency questionnaire (FFQ) responses and serum polychlorinated biphenyl (PCB) levels of mothers and fathers recruited from the Chiba Regional Center, which is one of the 15 regional centers of the Japan Environment and Children's Study (mothers: n = 1477, fathers: n = 219). The expected PCB values were estimated from the participants' FFQ answers and medical records (age, body mass index and number of deliveries). Based on the stepwise forward selection results of Bayesian regression models, age and fish and egg consumption were positively associated with PCB concentrations and a number of deliveries were negatively associated with PCB concentrations in mothers, whereas only age was positively associated with PCB concentrations in fathers.These findings indicated that the estimation of daily dietary intake may be useful for the prediction of PCB concentration for mothers.
Collapse
Affiliation(s)
- Akifumi Eguchi
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Masae Otake
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Masamichi Hanazato
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Norimichi Suzuki
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Yoshiharu Matsuno
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Hiroko Nakaoka
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Emiko Todaka
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan
| | - Chisato Mori
- Center for Preventive Medical Sciences, Chiba University, Inage-ku Yayoi-cho 1-33, Chiba City, Japan.
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, Chuo-ku Inohana 1-8-1, Chiba City, Japan.
| |
Collapse
|
13
|
Vassilopoulou L, Psycharakis C, Petrakis D, Tsiaoussis J, Tsatsakis AM. Obesity, Persistent Organic Pollutants and Related Health Problems. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 960:81-110. [PMID: 28585196 DOI: 10.1007/978-3-319-48382-5_4] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The present review aims to delve into persistent organic pollutants (POPs) , as xenobiotics, in correlation to human health. POPs exhibit a group of common characteristics, including lipophilicity, persistence to decomposition and bioaccumulation in tissues. POPs have been thoroughly studied by former researchers, as they offer a particular interest in the elucidation of metabolic, endocrine and immune perturbation caused by their synergy with intracellular mechanisms. Herein particular focus is attributed to the relationship of POPs with obesity provocation. Obesity nowadays receives epidemic dimensions, as its prevalence elevates in an exponential degree. POPs-induced obesity rotates around interfering in metabolic and endocrinal procedures and interacting with peroxisome-proliferator and retinoic receptors. Moreover, polymorphisms in CYP gene families exert a negative result, as they incapacitate detoxification of POPs. Obesity could be deemed as a multidimensional condition, as various factors interact to lead to an obesogenic result. Therefore, concomitant disorders may occur, from mild to lethal, and get intensified due to POPs exposure. POPs exact function mechanisms remain rather enigmatic, thus further investigation should be prospectively performed, for a more lucid picture of this issue, and, consequently for the establishment of alternative solutions.
Collapse
Affiliation(s)
- Loukia Vassilopoulou
- Laboratory of Toxicology, Medical School, University of Crete, Voutes, 71409, Heraklion, Crete, Greece
| | - Christos Psycharakis
- Laboratory of Toxicology, Medical School, University of Crete, Voutes, 71409, Heraklion, Crete, Greece
| | - Demetrios Petrakis
- Laboratory of Toxicology, Medical School, University of Crete, Voutes, 71409, Heraklion, Crete, Greece
| | - John Tsiaoussis
- Laboratory of Anatomy, Medical School, University of Crete, Voutes, 71110, Heraklion, Crete, Greece
| | - Aristides M Tsatsakis
- Department of Forensic Sciences and Toxicology, Medical School, University of Crete, Voutes, 71003, Heraklion, Crete, Greece.
| |
Collapse
|
14
|
Silbergeld EK. Drinking Water and the Developing Brain. CEREBRUM : THE DANA FORUM ON BRAIN SCIENCE 2016; 2016:cer-09-16. [PMID: 28058090 PMCID: PMC5198753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
While the problem of unsafe tap water in Flint, Michigan fueled outrage and better awareness in regard to the hazards of lead in tap water, the problem has existed in city after city for years in the US and in other countries. Our author, a winner of the MacArthur Foundation "genius" grant for her work in identifying preventable causes of human disease related to environmental exposures, points out that problems extend well beyond lead. Many potentially harmful contaminants have yet to be evaluated, much less regulated. Her article examines a number of neurotoxins and related issues as they pertain to brain development.
Collapse
|
15
|
Park SH, Hong YS, Ha EH, Park H. Serum concentrations of PCBs and OCPs among prepubertal Korean children. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2016; 23:3536-3547. [PMID: 26490932 DOI: 10.1007/s11356-015-5578-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2015] [Accepted: 10/07/2015] [Indexed: 06/05/2023]
Abstract
Although children are more vulnerable than adults to environmental hazards, due to their physiological and behavioral characteristics, few studies have assessed their internal exposure to persistent organic pollutants (POPs). The objective of this study was to determine the serum levels of certain polychlorinated biphenyls (PCBs) and organochlorine pesticides (OCPs) among pre-pubertal children in Korea and examine their variation with age and gender. We analyzed a total of 51 POPs in 214 children (age range, 7-9 years), using data from the Ewha Birth and Growth Cohort Study. To examine change over time, POP concentrations were measured at both 7 and 9 years of age in a sub-cohort of 26 children. The median and interquartile range (IQR, 25th to 75th percentiles) data for the sum of PCB congeners was 26.44 ng/g lipid (18.27-37.63 ng/g lipid). The median (IQR) concentration for the sum of OCPs was 74.82 ng/g lipid (51.11-112.45 ng/g lipid). Our results showed significant increases in serum concentrations of total PCBs with age (p = 0.0001), no gender dependence of total PCBs (p = 0.38) and total OCPs (p = 0.12), and strong correlations between individual POPs. Childhood exposure to POPs was relatively low compared to other studies carried out in different countries. However, even though the use of POPs has been banned since 2001, our results indicated that children in the general population are still exposed to various POPs. Because long-term, low-level exposure to POPs in the general population remains a concern for human health, future research should examine major routes of exposure and identification of risk factors.
Collapse
Affiliation(s)
- Su Hyun Park
- Department of Preventive Medicine, School of Medicine, Ewha Womans University, 1071, Anyangcheon-ro, Yangcheon-ku, Seoul, 158-710, Republic of Korea.
| | - Young Sun Hong
- Department of Internal Medicine, School of Medicine, Ewha Womans University, Seoul, Korea.
| | - Eun-Hee Ha
- Department of Preventive Medicine, School of Medicine, Ewha Womans University, 1071, Anyangcheon-ro, Yangcheon-ku, Seoul, 158-710, Republic of Korea.
| | - Hyesook Park
- Department of Preventive Medicine, School of Medicine, Ewha Womans University, 1071, Anyangcheon-ro, Yangcheon-ku, Seoul, 158-710, Republic of Korea.
| |
Collapse
|
16
|
Sakurai K, Miyaso H, Eguchi A, Matsuno Y, Yamamoto M, Todaka E, Fukuoka H, Hata A, Mori C. Chiba study of Mother and Children's Health (C-MACH): cohort study with omics analyses. BMJ Open 2016; 6:e010531. [PMID: 26826157 PMCID: PMC4735302 DOI: 10.1136/bmjopen-2015-010531] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
PURPOSE Recent epidemiological studies have shown that environmental factors during the fetal period to early childhood might affect the risk of non-communicable diseases in adulthood. This is referred to as the developmental origins of health and disease (DOHaD) concept. The Chiba study of Mother and Children's Health (C-MACH) is a birth cohort study based on the DOHaD hypothesis and involves multiomics analysis. This study aims to explore the effects of genetic and environmental factors--particularly the fetal environment and postbirth living environment--on children's health, and to identify potential biomarkers for these effects. PARTICIPANTS The C-MACH consists of three hospital-based cohorts. The study participants are pregnant women at <13 weeks gestation. Women who underwent an examination in one of the three hospitals received an explanation of the study. The participants consented to completing questionnaire surveys and the collection and storage of biological and house/environmental samples. Participants were provided unique study numbers. All of the data and biological specimens will be stored in the Chiba University Center for Preventive Medical Sciences and Chiba University Center for Preventive Medical Sciences BioBank, respectively. FINDINGS TO DATE Consent to participate was obtained from 433 women. Of these women, 376 women completed questionnaires in the early gestational period. The mean age was 32.5 (4.4) years. The mean body mass index (BMI) was 21.1 (3.0) kg/m(2). Before pregnancy, 72.3% of the women had a BMI of 18.5-24.9 kg/m(2). During early pregnancy, 5.0% of the participants smoked. FUTURE PLANS Primary outcomes are allergy, obesity, endocrine and metabolic disorders, and developmental disorders. Genome-level, metabolome-level, umbilical cord DNA methylation (epigenome), gut microbiota and environmental chemical exposure variables will be evaluated. We will analyse the relationships between the outcomes and analytical variables.
Collapse
Affiliation(s)
- Kenichi Sakurai
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Hidenobu Miyaso
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Akifumi Eguchi
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Yoshiharu Matsuno
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Midori Yamamoto
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Emiko Todaka
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Hideoki Fukuoka
- Research Institute for Science and Engineering, Waseda University, Tokyo, Japan
| | - Akira Hata
- Department of Public Health, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Chisato Mori
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, Chiba, Japan
| |
Collapse
|