Author: "Damaskini Valvi" - Searchworks@Jio Institute Digital Library Search Results

118 results on '"Damaskini Valvi"'

1. Per-and polyfluoroalkyl substances and disrupted sleep: mediating roles of proteins

Author: Shiwen Li, Jesse A. Goodrich, Jiawen Carmen Chen, Elizabeth Costello, Emily Beglarian, Jiawen Liao, Tanya L. Alderete, Damaskini Valvi, Brittney O. Baumert, Sarah Rock, Sandrah P. Eckel, Rob McConnell, Frank D. Gilliland, Zhanghua Chen, David V. Conti, Lida Chatzi, and Max Aung
Subjects: PFAS, Sleep, Proteomics, Environmental sciences, GE1-350
Abstract: Background: Per-and polyfluoroalkyl substances (PFAS) contamination may disrupt sleep through disrupted metabolic and immune functions. The study aims to investigate the association and potential mechanism between PFAS and sleep. Methods: We included 136 young adults recruited between 2014-2018 and 76 were re-assessed between 2020-2022. Additional 8 participants only had complete data between 2020-2022. Plasma PFAS (PFOS, PFOA, PFHxS, PFHpS, PFPeS, PFNA, PFDA) were measured at both visits using liquid-chromatography high-resolution mass spectrometry. Plasma proteins were measured by Olink® Explore 384 Cardiometabolic and Inflammation Panel I. Sleep duration was self-reported at both visits along with follow-up sleep disturbance and sleep-related impairment using validated instruments. We utilized multiple linear regression to explore the association between individual PFAS (in tertile) and these sleep outcomes. PFAS associated with sleep outcomes were subjected to computational toxicology analysis using the Comparative Toxicogenomics Database and Toxicology in the 21st Century database to identify potential genetic links between them. Mediation analysis using proteomic data was then performed to confirm the findings from computational toxicology analysis. Results: At baseline, one tertile increase in PFDA was associated with 0.39 (95 % CI: 0.05, 0.73) hours of shorter nightly sleep duration, and, at follow-up, PFHxS and PFOA were associated with 0.39 (95 % CI: 0.05, 0.72) and 0.32 (95 % CI: 0.01, 0.63) hours shorter sleep duration, respectively. One tertile increase in PFOS exposure was associated with a 2.99-point increase in sleep disturbance scores (95 % CI: 0.67, 5.31) and a 3.35-point increase in sleep-related impairment scores (95 % CI: 0.51, 6.20). Computational toxicology and mediation analyses identified potential mediating roles for several proteins in the PFAS-sleep associations, including 11-beta-dehydrogenase isozyme 1 (HSD11B1), cathepsin B (CTSB) and several immune system-related proteins. Conclusion: Future large scale epidemiological and mechanistic studies should confirm our findings and test effect measure modification of the associations by age.
Published: 2024
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2. Integrating Multi-Omics with environmental data for precision health: A novel analytic framework and case study on prenatal mercury induced childhood fatty liver disease

Author: Jesse A. Goodrich, Hongxu Wang, Qiran Jia, Nikos Stratakis, Yinqi Zhao, Léa Maitre, Mariona Bustamante, Marina Vafeiadi, Max Aung, Sandra Andrušaitytė, Xavier Basagana, Shohreh F. Farzan, Barbara Heude, Hector Keun, Rob McConnell, Tiffany C. Yang, Alexandros P. Siskos, Jose Urquiza, Damaskini Valvi, Nerea Varo, Line Småstuen Haug, Bente M. Oftedal, Regina Gražulevičienė, Claire Philippat, John Wright, Martine Vrijheid, Leda Chatzi, and David V. Conti
Subjects: Precision health, Multiomics, Epigenetics, Prenatal exposures, Bioinformatics, Biomarkers, Environmental sciences, GE1-350
Abstract: Background: Precision Health aims to revolutionize disease prevention by leveraging information across multiple omic datasets (multi-omics). However, existing methods generally do not consider personalized environmental risk factors (e.g., environmental pollutants). Objective: To develop and apply a precision health framework which combines multiomic integration (including early, intermediate, and late integration, representing sequential stages at which omics layers are combined for modeling) with mediation approaches (including high-dimensional mediation to identify biomarkers, mediation with latent factors to identify pathways, and integrated/quasi-mediation to identify high-risk subpopulations) to identify novel biomarkers of prenatal mercury induced metabolic dysfunction-associated fatty liver disease (MAFLD), elucidate molecular pathways linking prenatal mercury with MAFLD in children, and identify high-risk children based on integrated exposure and multiomics data. Methods: This prospective cohort study used data from 420 mother–child pairs from the Human Early Life Exposome (HELIX) project. Mercury concentrations were determined in maternal or cord blood from pregnancy. Cytokeratin 18 (CK-18; a MAFLD biomarker) and five omics layers (DNA Methylation, gene transcription, microRNA, proteins, and metabolites) were measured in blood in childhood (age 6–10 years). Results: Each standard deviation increase in prenatal mercury was associated with a 0.11 [95% confidence interval: 0.02–0.21] standard deviation increase in CK-18. High dimensional mediation analysis identified 10 biomarkers linking prenatal mercury and CK-18, including six CpG sites and four transcripts. Mediation with latent factors identified molecular pathways linking mercury and MAFLD, including altered cytokine signaling and hepatic stellate cell activation. Integrated/quasi-mediation identified high risk subgroups of children based on unique combinations of exposure levels, omics profiles (driven by epigenetic markers), and MAFLD. Conclusions: Prenatal mercury exposure is associated with elevated liver enzymes in childhood, likely through alterations in DNA methylation and gene expression. Our analytic framework can be applied across many different fields and serve as a resource to help guide future precision health investigations.
Published: 2024
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3. Exposure to per- and polyfluoroalkyl substances and high-throughput proteomics in Hispanic youth

Author: Jiawen Carmen Chen, Jesse A. Goodrich, Douglas I. Walker, Jiawen Liao, Elizabeth Costello, Tanya L. Alderete, Damaskini Valvi, Hailey Hampson, Shiwen Li, Brittney O. Baumert, Sarah Rock, Dean P. Jones, Sandrah P. Eckel, Rob McConnell, Frank D. Gilliland, Max T. Aung, David V. Conti, Zhanghua Chen, and Lida Chatzi
Subjects: Per- and polyfluoroalkyl substances (PFAS), Proteomics, Cardiometabolic, Inflammation, Immune response, Environmental sciences, GE1-350
Abstract: Background: Strong epidemiological evidence shows positive associations between exposure to per- and polyfluoroalkyl substances (PFAS) and adverse cardiometabolic outcomes (e.g., diabetes, hypertension, and dyslipidemia). However, the underlying cardiometabolic-relevant biological activities of PFAS in humans remain largely unclear. Aim: We evaluated the associations of PFAS exposure with high-throughput proteomics in Hispanic youth. Material and Methods: We included 312 overweight/obese adolescents from the Study of Latino Adolescents at Risk (SOLAR) between 2001 and 2012, along with 137 young adults from the Metabolic and Asthma Incidence Research (Meta-AIR) between 2014 and 2018. Plasma PFAS (i.e., PFOS, PFOA, PFHxS, PFHpS, PFNA) were quantified using liquid-chromatography high-resolution mass spectrometry. Plasma proteins (n = 334) were measured utilizing the proximity extension assay using an Olink Explore Cardiometabolic Panel I. We conducted linear regression with covariate adjustment to identify PFAS-associated proteins. Ingenuity Pathway Analysis, protein-protein interaction network analysis, and protein annotation were used to investigate alterations in biological functions and protein clusters. Results: Results after adjusting for multiple comparisons showed 13 significant PFAS-associated proteins in SOLAR and six in Meta-AIR, sharing similar functions in inflammation, immunity, and oxidative stress. In SOLAR, PFNA demonstrated significant positive associations with the largest number of proteins, including ACP5, CLEC1A, HMOX1, LRP11, MCAM, SPARCL1, and SSC5D. After considering the mixture effect of PFAS, only SSC5D remained significant. In Meta-AIR, PFAS mixtures showed positive associations with GDF15 and IL6. Exploratory analysis showed similar findings. Specifically, pathway analysis in SOLAR showed PFOA- and PFNA-associated activation of immune-related pathways, and PFNA-associated activation of inflammatory response. In Meta-AIR, PFHxS-associated activation of dendric cell maturation was found. Moreover, PFAS was associated with common protein clusters of immunoregulatory interactions and JAK-STAT signaling in both cohorts. Conclusion: PFAS was associated with broad alterations of the proteomic profiles linked to pro-inflammation and immunoregulation. The biological functions of these proteins provide insight into potential molecular mechanisms of PFAS toxicity.
Published: 2024
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4. Associations of dietary intake and longitudinal measures of per- and polyfluoroalkyl substances (PFAS) in predominantly Hispanic young Adults: A multicohort study

Author: Hailey E. Hampson, Elizabeth Costello, Douglas I. Walker, Hongxu Wang, Brittney O. Baumert, Damaskini Valvi, Sarah Rock, Dean P. Jones, Michael I. Goran, Frank D. Gilliland, David V. Conti, Tanya L. Alderete, Zhanghua Chen, Leda Chatzi, and Jesse A. Goodrich
Subjects: Per- and polyfluoroalkyl substances, Diet, Food sources, Food packaging, Environmental sciences, GE1-350
Abstract: Background: Per- and polyfluoroalkyl substances (PFAS) are pollutants linked to adverse health effects. Diet is an important source of PFAS exposure, yet it is unknown how diet impacts longitudinal PFAS levels. Objective: To determine if dietary intake and food sources were associated with changes in blood PFAS concentrations among Hispanic young adults at risk of metabolic diseases. Methods: Predominantly Hispanic young adults from the Children’s Health Study who underwent two visits (CHS; n = 123) and young adults from NHANES 2013–2018 who underwent one visit (n = 604) were included. Dietary data at baseline was collected using two 24-hour dietary recalls to measure individual foods and where foods were prepared/consumed (home/restaurant/fast-food). PFAS were measured in blood at both visits in CHS and cross-sectionally in NHANES. In CHS, multiple linear regression assessed associations of baseline diet with longitudinal PFAS; in NHANES, linear regression was used. Results: In CHS, all PFAS except PFDA decreased across visits (all p
Published: 2024
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5. Longitudinal associations between early-life fluoride exposures and cardiometabolic outcomes in school-aged children

Author: Sandra India Aldana, Elena Colicino, Alejandra Cantoral Preciado, Maricruz Tolentino, Andrea A. Baccarelli, Robert O. Wright, Martha María Téllez Rojo, and Damaskini Valvi
Subjects: Fluoride, Endocrine-disrupting chemicals, Cardiometabolic health, Obesity, Children, Environmental sciences, GE1-350
Abstract: Background/Aim: Fluoride is a natural mineral present in food, water, and dental products, constituting ubiquitous long-term exposure in early childhood and across the lifespan. Experimental evidence shows fluoride-induced lipid disturbances with potential implications for cardiometabolic health. However, epidemiological studies are scarce. For the first time, we evaluated associations between repeated fluoride measures and cardiometabolic outcomes in children. Methods: We studied ∼ 500 Mexican children from the Programming Research in Obesity, Growth, Environment and Social Stressors (PROGRESS) cohort with measurements on urinary fluoride at age 4, and dietary fluoride at ages 4, 6, and 8 years approximately. We used covariate-adjusted linear mixed-effects and linear regression models to assess fluoride associations with multiple cardiometabolic outcomes (ages 4–8): lipids (total cholesterol, HDL, LDL, and triglycerides), glucose, HbA1c, adipokines (leptin and adiponectin), body fat, and age- and sex-specific z-scores of body mass index (zBMI), waist circumference, and blood pressure. Results: Dietary fluoride intake at age 4 was associated with annual increases in triglycerides [β per-fluoride-doubling = 2.02 (95 % CI: 0.37, 3.69)], cholesterol [β = 1.46 (95 % CI: 0.52, 2.39)], HDL [β = 0.39 (95 % CI: 0.02, 0.76)], LDL [β = 0.87 (95 % CI: 0.02, 1.71)], and HbA1c [β = 0.76 (95 % CI: 0.28, 1.24)], and decreased leptin [β = -3.58 (95 % CI: −6.34, −0.75)] between the ages 4 and 8. In cross-sectional analyses at age 8, higher tertiles of fluoride exposure were associated with increases in zBMI, triglycerides, glucose, and leptin (p-tertile trend
Published: 2024
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6. Symptoms Predicting SARS-CoV-2 Test Results in Resident Physicians and Fellows in New York City

Author: Tania P. Chen, Meizhen Yao, Vishal Midya, Betty Kolod, Rabeea F. Khan, Adeyemi Oduwole, Bernard Camins, I. Michael Leitman, Ismail Nabeel, Kristin Oliver, and Damaskini Valvi
Subjects: SARS-CoV-2, COVID-19, screening, physician trainees, medical residents, healthcare workers, Specialties of internal medicine, RC581-951
Abstract: Accurate prediction of SARS-CoV-2 infection based on symptoms can be a cost-efficient tool for remote screening in healthcare settings with limited SARS-CoV-2 testing capacity. We used a machine learning approach to determine self-reported symptoms that best predict a positive SARS-CoV-2 test result in physician trainees from a large healthcare system in New York. We used survey data on symptoms history and SARS-CoV-2 testing results collected retrospectively from 328 physician trainees in the Mount Sinai Health System, over the period 1 February 2020 to 31 July 2020. Prospective data on symptoms reported prior to SARS-CoV-2 test results were available from the employee health service COVID-19 registry for 186 trainees and analyzed to confirm absence of recall bias. We estimated the associations between symptoms and IgG antibody and/or reverse transcriptase polymerase chain reaction test results using Bayesian generalized linear mixed effect regression models adjusted for confounders. We identified symptoms predicting a positive SARS-CoV-2 test result using extreme gradient boosting (XGBoost). Cough, chills, fever, fatigue, myalgia, headache, shortness of breath, diarrhea, nausea/vomiting, loss of smell, loss of taste, malaise and runny nose were associated with a positive SARS-CoV-2 test result. Loss of taste, myalgia, loss of smell, cough and fever were identified as key predictors for a positive SARS-CoV-2 test result in the XGBoost model. Inclusion of sociodemographic and occupational risk factors in the model improved prediction only slightly (from AUC = 0.822 to AUC = 0.838). Loss of taste, myalgia, loss of smell, cough and fever are key predictors for symptom-based screening of SARS-CoV-2 infection in healthcare settings with remote screening and/or limited testing capacity.
Published: 2023
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7. Human milk extracellular vesicle miRNA expression and associations with maternal characteristics in a population-based cohort from the Faroe Islands

Author: Allison Kupsco, Diddier Prada, Damaskini Valvi, Lisa Hu, Maria Skaalum Petersen, Brent Coull, Philippe Grandjean, Pal Weihe, and Andrea A. Baccarelli
Subjects: Medicine, Science
Abstract: Abstract Human milk plays a critical role in infant development and health, particularly in cognitive, immune, and cardiometabolic functions. Milk contains extracellular vesicles (EVs) that can transport biologically relevant cargo from mother to infant, including microRNAs (miRNAs). We aimed to characterize milk EV-miRNA profiles in a human population cohort, assess potential pathways and ontology, and investigate associations with maternal characteristics. We conducted the first study to describe the EV miRNA profile of human milk in 364 mothers from a population-based mother-infant cohort in the Faroe Islands using small RNA sequencing. We detected 1523 miRNAs with ≥ one read in 70% of samples. Using hierarchical clustering, we determined five EV-miRNA clusters, the top three consisting of 15, 27 and 67 miRNAs. Correlation coefficients indicated that the expression of many miRNAs within the top three clusters was highly correlated. Top-cluster human milk EV-miRNAs were involved in pathways enriched for the endocrine system, cellular community, neurodevelopment, and cancers. miRNA expression was associated with time to milk collection post-delivery, maternal body mass index, and maternal smoking, but not maternal parity. Future studies investigating determinants of human EV-miRNAs and associated health outcomes are needed to elucidate the role of human milk EV-miRNAs in health and disease.
Published: 2021
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8. Marine pollutant exposures and human milk extracellular vesicle-microRNAs in a mother-infant cohort from the Faroe Islands

Author: Allison Kupsco, Jenny Jyoung Lee, Diddier Prada, Damaskini Valvi, Lisa Hu, Maria Skaalum Petersen, Brent A. Coull, Pal Weihe, Philippe Grandjean, and Andrea A. Baccarelli
Subjects: Extracellular vesicles, microRNA, Persistent organic pollutants, Perfluoroalkyl substances, Mercury, Environmental sciences, GE1-350
Abstract: Background/Aims: Early life exposures to marine contaminants can adversely impact child health but modes of action are unclear. Human milk contains extracellular vesicles (EVs) that can transport biologically relevant cargo from mother to infant, including microRNAs (miRNAs), and may partly mediate the effects of pollutants on child health. However, the role of marine pollutants on miRNA expression in milk EVs is unexplored. Methods: We isolated EV RNA from 333 milk samples collected between 2 and 74 days postpartum from a Faroese birth cohort born 1997–2000 and sequenced 2083 miRNAs using a targeted library preparation method. We quantified five perfluoroalkyl substances (PFAS), pesticide metabolite p,p’-dichlorodiphenyldichloroethylene (DDE), and the sum of three major polychlorinated biphenyls (ΣPCBs) in maternal serum at 34 weeks of gestation and maternal hair total mercury (Hg) at birth. We used negative binomial regressions to estimate associations between individual pollutants and 418 reliably expressed EV-miRNAs adjusted for potential confounders. We performed sparse principal components (PCs) analysis to derive the first four components of the EV-miRNA data and examined associations between pollutants and PCs using Bayesian kernel machine regression (BKMR). Results: We observed no associations between pollutants and individual EV-miRNA expression after controlling the false discovery rate at 0.1. However, BKMR suggested that Hg was positively associated with PC1 and negatively associated with PC3, while ΣPCBs was negatively associated with PC3, and two PFAS were associated with PC4. Exploration of PC loadings followed by pathway analyses suggested that miRNAs in PC1 (miR-200b-3p, miR-664a-3p, miR-6738-5p, miR-429, miR-1236-5p, miR-4464, and miR-30b-5p) may be related to Hg neurotoxicity, while remaining PCs require further research. Conclusions: Our findings suggest that groups of milk EV-miRNAs may better serve as environmental biomarkers than individual miRNAs. Future studies are needed to elucidate the role of milk EV-miRNAs in child health following prenatal exposures.
Published: 2022
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9. Prenatal Metal Exposures and Associations with Kidney Injury Biomarkers in Children

Author: Maria D. Politis, Meizhen Yao, Chris Gennings, Marcela Tamayo-Ortiz, Damaskini Valvi, Seunghee Kim-Schulze, Jingjing Qi, Chitra Amarasiriwardena, Ivan Pantic, Mari Cruz Tolentino, Guadalupe Estrada-Gutierrez, Jason H. Greenberg, Martha M. Téllez-Rojo, Robert O. Wright, Alison P. Sanders, and Maria José Rosa
Subjects: heavy metals, renal health, mixture, arsenic, cadmium, lead, Chemical technology, TP1-1185
Abstract: Prenatal exposure to arsenic (As), cadmium (Cd), mercury (Hg), and lead (Pb) may be nephrotoxic, yet limited studies have examined subclinical kidney injury biomarkers in children. We assessed whether metal exposure in the second trimester (2T), a crucial time of kidney development, is associated with altered urine kidney injury and function biomarkers in preadolescent children. Analyses included 494 children participating in a birth cohort study in Mexico City. Concentrations of As, Cd, and Pb were measured from pregnant women in 2T blood and urine, and Hg in urine only. Kidney biomarkers were measured from children in urine at age 8–12 years. We assessed the associations between individual metals and (1) kidney biomarkers using linear regression and (2) a multi-protein kidney mixture using weighted quantile sum (WQS) regression. Associations of separate urine and blood metal mixtures with individual kidney biomarkers were assessed via WQS. Within the multi-protein mixture, the association with increased urinary As was predominated by urine alpha-1-microglobulin (A1M), interferon gamma-induced protein 10 (IP10), and fatty acid binding protein 1; the association with increased urinary Cd was predominated by A1M, clusterin, and albumin. The urine metal mixture was associated with increased albumin (0.23 ng/mL; 95% confidence interval (CI): 0.10, 0.37), IP10 (0.15 ng/mL; 95% CI: 0.02, 0.28), and cystatin C (0.17 ng/mL; 95% CI: 0.04, 0.31); these associations were mainly driven by urinary As and Cd. We observed null associations between prenatal blood or urine metal mixtures and estimated glomerular filtration rate. Higher prenatal urinary metals, individually and as a mixture were associated with altered kidney injury biomarkers in children. Further research and longer participant follow-up are required to ascertain the risk of kidney disease later in life.
Published: 2022
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10. Editorial: Developmental Programming of Metabolic Diseases

Author: Sarah J. Glastras, Damaskini Valvi, and Amita Bansal
Subjects: developmental programming, metabolism, fructose, vitamin B12, mitochondrial dysfunction, adiposity, Diseases of the endocrine glands. Clinical endocrinology, RC648-665
Published: 2021
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11. Perfluoroalkyl substances, metabolomic profiling, and alterations in glucose homeostasis among overweight and obese Hispanic children: A proof-of-concept analysis

Author: Tanya L. Alderete, Ran Jin, Douglas I. Walker, Damaskini Valvi, Zhanghua Chen, Dean P. Jones, Cheng Peng, Frank D. Gilliland, Kiros Berhane, David V. Conti, Michael I. Goran, and Lida Chatzi
Subjects: Environmental sciences, GE1-350
Abstract: Objective: To examine the prospective associations between exposure to perfluoroalkyl substances (PFASs) and longitudinal measurements of glucose metabolism in high-risk overweight and obese Hispanic children. Methods: Forty overweight and obese Hispanic children (8–14 years) from urban Los Angeles underwent clinical measures and 2-hour oral glucose tolerance tests (OGTT) at baseline and a follow-up visit (range: 1–3 years after enrollment). Baseline plasma perfluorooctanoic acid (PFOA), perfluorooctane sulfonate (PFOS), perfluorohexane sulfonic acid (PFHxS), and the plasma metabolome were measured by liquid-chromatography with high-resolution mass spectrometry. Multiple linear regression models were used to assess the association between baseline PFASs and changes in glucose homeostasis over follow-up. A metabolome-wide association study coupled with pathway enrichment analysis was performed to evaluate metabolic dysregulation associated with plasma PFASs concentrations. We performed a structural integrated analysis aiming to characterize the joint impact of all factors and to identify latent clusters of children with alterations in glucose homeostasis, based on their exposure and metabolomics profile. Results: Each ln (ng/ml) increase in PFOA and PFHxS concentrations was associated with a 30.6 mg/dL (95% CI: 8.8–52.4) and 10.2 mg/dL (95% CI: 2.7–17.7) increase in 2-hour glucose levels, respectively. A ln (ng/ml) increase in PFHxS concentrations was also associated with 17.8 mg/dL increase in the glucose area under the curve (95% CI: 1.5–34.1). Pathway enrichment analysis showed significant alterations of lipids (e.g., glycosphingolipids, linoleic acid, and de novo lipogenesis), and amino acids (e.g., aspartate and asparagine, tyrosine, arginine and proline) in association to PFASs exposure. The integrated analysis identified a cluster of children with increased 2-h glucose levels over follow up, characterized by increased PFAS levels and altered metabolite patterns. Conclusions: This proof-of-concept analysis shows that higher PFAS exposure was associated with dysregulation of several lipid and amino acid pathways and longitudinal alterations in glucose homeostasis in Hispanic youth. Larger studies are needed to confirm these findings and fully elucidate the underlying biological mechanisms. Keywords: Perfluoroalkyl substances, Type 2 diabetes, Glucose metabolism, Metabolomics, Children
Published: 2019
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12. Ambient air pollution and overweight and obesity in school-aged children in Barcelona, Spain

Author: Jeroen de Bont, Maribel Casas, Jose Barrera-Gómez, Marta Cirach, Ioar Rivas, Damaskini Valvi, Mar Álvarez, Payam Dadvand, Jordi Sunyer, and Martine Vrijheid
Subjects: Environmental sciences, GE1-350
Abstract: Background: Ambient air pollution may increase the risk of overweight and obesity in children. However, available evidence is still scarce and has mainly focused on ambient air pollution exposure occurring at home without considering the school environment. The aim of this study is to assess whether exposure to ambient air pollution at home and school is associated with overweight and obesity in primary school children. Methods: We studied 2660 children aged 7–10 years during 2012 in Barcelona. Child weight and height were measured and age- and sex-specific z-scores for body mass index (zBMI) were calculated using the WHO growth reference 2007. Overweight and obesity were defined using the same reference. Land use regression models were used to estimate levels of nitrogen dioxide (NO2), particulate matter 27,346 particles/cm3) had a 30% higher odds of being overweight or obese (OR = 1.30; 95%CI = 1.03, 1.64) compared to the lowest tertile of UFP exposure. We also observed that exposure to NO2, PM2.5 or EC at schools was associated with higher odds of overweight or obese at medium compared to low levels of exposure. Home and school exposures did not show any significant associations with zBMI (except PM2.5-school comparing tertile 2 vs tertile 1) but were similar in direction. Conclusions: This study suggests that exposure to ambient air pollution, especially at school, is associated with childhood risk for overweight and obesity. A cautious interpretation is warranted because associations were not always linear and because school and home air pollution measurements were not directly comparable. Keywords: Ambient air pollution, Childhood obesity, School
Published: 2019
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13. Quantifying the Effect Size of Exposure-Outcome Association Using δ-Score: Application to Environmental Chemical Mixture Studies

Author: Vishal Midya, Jiangang Liao, Chris Gennings, Elena Colicino, Susan L. Teitelbaum, Robert O. Wright, and Damaskini Valvi
Subjects: Cohen’s f2, environmental health, weighted quantile sum regression, effect size, sample size estimation, Mathematics, QA1-939
Abstract: Epidemiologists often study the associations between a set of exposures and multiple biologically relevant outcomes. However, the frequently used scale-and-context-dependent regression coefficients may not offer meaningful comparisons and could further complicate the interpretation if these outcomes do not have similar units. Additionally, when scaling up a hypothesis-driven study based on preliminary data, knowing how large to make the sample size is a major uncertainty for epidemiologists. Conventional p-value-based sample size calculations emphasize precision and might lead to a large sample size for small- to moderate-effect sizes. This asymmetry between precision and utility is costly and might lead to the detection of irrelevant effects. Here, we introduce the “δ-score” concept, by modifying Cohen’s f2. δ-score is scale independent and circumvents the challenges of regression coefficients. Further, under a new hypothesis testing framework, it quantifies the maximum Cohen’s f2 with certain optimal properties. We also introduced “Sufficient sample size”, which is the minimum sample size required to attain a δ-score. Finally, we used data on adults from a 2017–2018 U.S. National Health and Nutrition Examination Survey to demonstrate how the δ-score and sufficient sample size reduced the asymmetry between precision and utility by finding associations between mixtures of per-and polyfluoroalkyl substances and metals with serum high-density and low-density lipoprotein cholesterol.
Published: 2022
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14. Factors Associated with SARS-CoV-2 Infection in Physician Trainees in New York City During the First COVID-19 Wave

Author: Kate R. Pawloski, Betty Kolod, Rabeea F. Khan, Vishal Midya, Tania Chen, Adeyemi Oduwole, Bernard Camins, Elena Colicino, I. Michael Leitman, Ismail Nabeel, Kristin Oliver, and Damaskini Valvi
Subjects: covid-19, sars-cov-2, resident, fellow, occupational health, Medicine (General), R5-920
Abstract: Background: Occupational and non-occupational risk factors for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection have been reported in healthcare workers (HCWs), but studies evaluating risk factors for infection among physician trainees are lacking. We aimed to identify sociodemographic, occupational, and community risk factors among physician trainees during the first wave of coronavirus disease 2019 (COVID-19) in New York City. Methods: In this retrospective study of 328 trainees at the Mount Sinai Health System (MSHS) in New York City, we administered a survey to assess risk factors for SARS-CoV-2 infection between February 1 and June 30, 2020. SARS-CoV-2 infection was determined by self-reported and laboratory-confirmed IgG antibody and reverse transcriptase-polymerase chain reaction test results. We used Bayesian generalized linear mixed effect regression to examine associations between hypothesized risk factors and infection odds. Results: The cumulative incidence of infection was 20.1%. Assignment to medical-surgical units (OR, 2.51; 95% CI, 1.18–5.34), and training in emergency medicine, critical care, and anesthesiology (OR, 2.93; 95% CI, 1.24–6.92) were independently associated with infection ('Table'). Caring for unfamiliar patient populations was protective (OR, 0.16; 95% CI, 0.03–0.73); deployment of trainees to non-routine hospital sites during COVID-19 patient surges was not significantly associated with infection. Community factors were not significantly associated with infection after adjustment for occupational factors. Conclusions: Our findings may inform tailored infection prevention strategies for physician trainees responding to the COVID-19 pandemic. Deployment of trainees in MSHS was a safe strategy to respond to surging patient volumes during the initial phases of the COVID-19 pandemic and may be safe during current international surges.
Published: 2021
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15. Prenatal exposure to persistent organic pollutants and markers of obesity and cardiometabolic risk in Spanish adolescents

Author: Nuria Güil-Oumrait, Damaskini Valvi, Raquel Garcia-Esteban, Monica Guxens, Jordi Sunyer, Maties Torrent, Maribel Casas, and Martine Vrijheid
Subjects: Persistent organic pollutants (POPs), Hexachlorobenzene (HCB), Dichlorodiphenyltrichloroethane (p,p’-DDT), Polychlorinated biphenyls (PCBs), Endocrine disruptors, Cardiometabolic syndrome, Environmental sciences, GE1-350
Abstract: Background: Prenatal exposure to persistent organic pollutants (POPs) has been linked to cardiometabolic (CM) risk factors in childhood, but there are no studies evaluating the persistence of these associations into adolescence, a period of relevant changes in endocrine-dependent organ systems and rapid increases in lean and fat mass. We examined the associations of prenatal POP exposures with body mass index (BMI) from age 4 to 18 years, and with other CM risk markers in adolescence. Methods: We analysed 379 children from the Spanish INMA-Menorca birth cohort study with measured cord blood POP concentrations. We calculated BMI z-scores at ages 4, 6, 11, 14 and 18 years using the WHO growth reference. Body fat % was measured at 11 and 18 years and waist-to-height ratio (WHtR) and blood pressure (BP) at 11, 14 and 18 years. We measured CM biomarkers in fasting blood collected at age 14 years and calculated a CM-risk score as the sum of the sex-, and age-specific z-scores for waist circumference, mean arterial BP, homeostatic model assessment of insulin resistance, fasting blood triglycerides, and high-density lipoprotein cholesterol (HDL-C) (n = 217). Generalised estimating equations and multivariate linear regression models assessed the associations with repeated and single time-point measures, respectively. Results: Hexachlorobenzene (HCB) exposure in the third tertile, compared to the first tertile, was associated with higher BMI (β = 0.24; 95% CI: 0.01, 0.47) and WHtR z-score (β = 0.27; 95% CI: 0.04, 0.51). A continuous increase in HCB was associated with an elevated body fat % (β per 10-fold increase = 4.21; 95% CI: 0.51, 7.92), systolic BP (β = 0.32; 95% CI: 0.02, 0.64) and diastolic BP z-score (β = 0.32; 95% CI: 0.02, 0.62) across all ages, and with higher CM-risk score (β = 1.59; 95% CI: 0.02, 3.18) and lipid biomarkers (total cholesterol, triglycerides and low-density lipoprotein cholesterol (LDL-C)) at 14 years. Dichlorodiphenyltrichloroethane (p,p’-DDT) exposure was non-monotonically associated with BMI and systolic BP. p,p’-DDE and Σ-polychlorinated biphenyls (PCBs) (sum of congeners 118, 138, 153, 180) were not associated with adiposity or BP. p,p’-DDT exposure was associated with an increased CM-risk score, and ΣPCBs concentrations with LDL-C in all adolescents and with total cholesterol only in girls (p-sex interaction = 0.05). Conclusion: This first longitudinal study from 4 to 18 years suggests that the previously reported POP associations with child BMI persist later in adolescence and that prenatal POP exposures are associated with major risk factors for adult CM syndrome.
Published: 2021
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16. Environmental chemical burden in metabolic tissues and systemic biological pathways in adolescent bariatric surgery patients: A pilot untargeted metabolomic approach

Author: Damaskini Valvi, Douglas I. Walker, Thomas Inge, Scott M. Bartell, Todd Jenkins, Michael Helmrath, Thomas R. Ziegler, Michele A. La Merrill, Sandrah P. Eckel, David Conti, Yongliang Liang, Dean P. Jones, Rob McConnell, and Leda Chatzi
Subjects: Persistent organic pollutants, Adipose tissue, Liver, Bariatric surgery, Exposome, High-resolution metabolomics, Environmental sciences, GE1-350
Abstract: Background: Advances in untargeted metabolomic technologies have great potential for insight into adverse metabolic effects underlying exposure to environmental chemicals. However, important challenges need to be addressed, including how biological response corresponds to the environmental chemical burden in different target tissues. Aim: We performed a pilot study using state-of-the-art ultra-high-resolution mass spectrometry (UHRMS) to characterize the burden of lipophilic persistent organic pollutants (POPs) in metabolic tissues and associated alterations in the plasma metabolome. Methods: We studied 11 adolescents with severe obesity at the time of bariatric surgery. We measured 18 POPs that can act as endocrine and metabolic disruptors (i.e. 2 dioxins, 11 organochlorine compounds [OCs] and 5 polybrominated diphenyl ethers [PBDEs]) in visceral and subcutaneous abdominal adipose tissue (vAT and sAT), and liver samples using gas chromatography with UHRMS. Biological pathways were evaluated by measuring the plasma metabolome using high-resolution metabolomics. Network and pathway enrichment analysis assessed correlations between the tissue-specific burden of three frequently detected POPs (i.e. p,p’-dichlorodiphenyldichloroethene [DDE], hexachlorobenzene [HCB] and PBDE-47) and plasma metabolic pathways. Results: Concentrations of 4 OCs and 3 PBDEs were quantifiable in at least one metabolic tissue for > 80% of participants. All POPs had the highest median concentrations in adipose tissue, especially sAT, except for PBDE-154, which had comparable average concentrations across all tissues. Pathway analysis showed high correlations between tissue-specific POPs and metabolic alterations in pathways of amino acid metabolism, lipid and fatty acid metabolism, and carbohydrate metabolism. Conclusions: Most of the measured POPs appear to accumulate preferentially in adipose tissue compared to liver. Findings of plasma metabolic pathways potentially associated with tissue-specific POPs concentrations merit further investigation in larger populations.
Published: 2020
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17. Prenatal air pollution exposure and growth and cardio-metabolic risk in preschoolers

Author: Serena Fossati, Damaskini Valvi, David Martinez, Marta Cirach, Marisa Estarlich, Ana Fernández-Somoano, Mònica Guxens, Carmen Iñiguez, Amaia Irizar, Aitana Lertxundi, Mark Nieuwenhuijsen, Ibon Tamayo, Jesus Vioque, Adonina Tardón, Jordi Sunyer, and Martine Vrijheid
Subjects: Environmental sciences, GE1-350
Abstract: Objectives: We investigated the association between outdoor air pollutants exposure in the first trimester of pregnancy, and growth and cardio-metabolic risk at four years of age, and evaluated the mediating role of birth weight. Methods: We included mother-child pairs (N = 1,724) from the Spanish INMA birth cohort established in 2003–2008. First trimester of pregnancy nitrogen dioxide (NO2) and fine particles (PM2.5) exposure levels were estimated. Height, weight, waist circumference, blood pressure, and lipids were measured at four years of age. Body mass index (BMI) trajectories from birth to four years were identified. Results: Increased PM2.5 exposure in the first trimester of pregnancy was associated with decreased z-scores of weight (zWeight) and BMI (zBMI) (zWeight change per interquartile range increase in PM2.5 exposure = −0.12; 95% CI: −0.23, −0.01; zBMI change = −0.12; 95% CI: −0.23, −0.01). Higher NO2 and PM2.5 exposure was associated to a reduced risk of being in a trajectory with accelerated BMI gain, compared to children with the average trajectory. Birth weight partially mediated the association between PM2.5 and zWeight and zBMI. PM2.5 and NO2 were not associated with the other cardio-metabolic risk factors. Conclusions: This comprehensive study of many growth and cardio-metabolic risk related outcomes suggests that air pollution exposure during pregnancy may be associated with delays in physical growth in the early years after birth. These findings imply that pregnancy exposure to air pollutants has a lasting effect on growth after birth and require follow-up at later child ages. Keywords: Air pollution, Prenatal exposure, Childhood growth, Childhood obesity, Particulate matter
Published: 2020
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18. Identification of sex-specific DNA methylation changes driven by specific chemicals in cord blood in a Faroese birth cohort

Author: Yuet-Kin Leung, Bin Ouyang, Liang Niu, Changchun Xie, Jun Ying, Mario Medvedovic, Aimin Chen, Pal Weihe, Damaskini Valvi, Philippe Grandjean, and Shuk-Mei Ho
Subjects: 450k, beadchips, pcb105, hcb, hexachlorobenzene, polychlorinated biphenyls, gender difference, x-chromosome, pfos, ddt, pops, persistent organic pollutants, epigenetics, epidemiology, cord blood, Genetics, QH426-470
Abstract: Faroe islanders consume marine foods contaminated with methylmercury (MeHg), polychlorinated biphenyls (PCBs), and other toxicants associated with chronic disease risks. Differential DNA methylation at specific CpG sites in cord blood may serve as a surrogate biomarker of health impacts from chemical exposures. We aimed to identify key environmental chemicals in cord blood associated with DNA methylation changes in a population with elevated exposure to chemical mixtures. We studied 72 participants of a Faroese birth cohort recruited between 1986 and 1987 and followed until adulthood. The cord blood DNA methylome was profiled using Infinium HumanMethylation450 BeadChips. We determined the associations of CpG site changes with concentrations of MeHg, major PCBs, other organochlorine compounds [hexachlorobenzene (HCB), p,p’-dichlorodiphenyldichloroethylene (p,p’-DDE) and p,p’-dichlorodiphenyltrichloroethane], and perfluoroalkyl substances. In a combined sex analysis, among the 16 chemicals studied, PCB congener 105 (CB-105) exposure was associated with the majority of differentially methylated CpG sites (214 out of a total of 250). In female-only analysis, only 73 CB-105 associated CpG sites were detected, 44 of which were mapped to genes in the ELAV1-associated cancer network. In males-only, methylation changes were seen for perfluorooctane sulfonate, HCB, and p,p’-DDE in 10,598, 1,238, and 1,473 CpG sites, respectively, 15% of which were enriched in cytobands of the X-chromosome associated with neurological disorders. In this multiple-pollutant and genome-wide study, we identified key epigenetic toxicants. The significant enrichment of specific X-chromosome sites in males implies potential sex-specific epigenome responses to prenatal chemical exposures.
Published: 2018
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19. Physico-chemical properties and gestational diabetes predict transplacental transfer and partitioning of perfluoroalkyl substances

Author: Berrak Eryasa, Philippe Grandjean, Flemming Nielsen, Damaskini Valvi, Denis Zmirou-Navier, Elsie Sunderland, Pal Weihe, and Youssef Oulhote
Subjects: Environmental sciences, GE1-350
Abstract: Background: Per- and polyfluoroalkyl substances (PFASs) are a growing public health concern. Some longer chain PFASs bioaccumulate and many compounds persist in the environment for long time periods. Recent studies have established their ability to pass through placenta, yet data on the transplacental transfer efficiency and partitioning of short and long chain PFASs in blood matrices are limited. Objectives: To assess predictors of the partitioning of 17 PFAS compounds detected in the maternal serum, umbilical cord serum and whole cord blood samples from matched mother-newborn pairs from two Faroe Islands cohorts. Methods: We examined 151 mother-newborn pairs from two successive Faroese birth cohorts. Cord:maternal serum (transplacental transfer) and serum:whole cord blood (blood partitioning) ratios were estimated for 17 PFAS compounds. We also examined the relationships of these ratios with maternal, newborns', and physico-chemical properties using multivariable regression analyses. Results: Moderate to high correlations were observed between maternal and cord serum PFAS concentrations (ρ: 0.41 to 0.95), indicating significant transfer of these compounds from the mother to the fetus. Median transplacental transfer ratios were generally below 1, except for perfluorooctane sulfonamide (FOSA), and ranged between 0.36 for perfluorodecanoate (PFDA) and perfluoroundecanoate (PFUnDA) and 1.21 for FOSA. Most PFASs exhibited a preference to the serum component of the blood, except FOSA and perfluoroheptanoate (PFHpA), with blood partitioning ratios ranging from 0.36 for FOSA to 2.75 for PFUnDA. Both the functional groups and carbon chain length of different PFASs were important predictors of transplacental transfer and blood partitioning. We observed a U-shaped relationship between transplacental transfer ratios and carbon chain length for perfluorocarboxylates and perfluorosulfonates. Importantly, gestational diabetes was also a strong predictor of transplacental transfer ratios, with significantly higher transfer in mothers with gestational diabetes. Conclusions: Our findings provide a better understanding of the transplacental transfer and blood partitioning of a large number of PFAS compounds. Results elucidate the importance of chemical structure for future risk assessments and choice of appropriate blood matrices for measurement of PFAS compounds.
Published: 2019
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20. Per- and Poly-Fluoroalkyl Substances Exposure Is Associated With Later Occurrence of Inflammatory Bowel Disease

Author: Damaskini Valvi, Ungaro, Ryan C., Dolios, Georgia, Petralia, Francesca, Torres, Joana, Porter, Chad, Agrawal, Manasi, Midya, Vishal, Maroli, Amith, Magee, Jared, Petrick, Lauren, and Colombel, Jean-Frederic
Published: 2024
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21. Transmission and Risk Factors of COVID-19 among Health Care Workers

Author: Majdi R.M. Alghader, Damaskini Valvi, and Rafael E. de la Hoz
Subjects: Pulmonary and Respiratory Medicine, Critical Care and Intensive Care Medicine
Abstract: Coronavirus disease 2019 (COVID-19) poses a significant occupational risk factor to health care workers (HCWs). As in previous events, this occupational risk amplifies and compounds the adverse impact of the pandemic. We conducted a narrative review summarizing risk factors associated with severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) transmission in HCWs. We searched for original observational studies (including case-control, cross-sectional, prospective and retrospective cohorts) using PubMed, Scopus, and Google Scholar. A total of 22 articles were reviewed, including eligible English articles published between April 2020 and May 2022. Job category, work environment, personal protective equipment (PPE) noncompliance, lack of PPE awareness and training, unvaccinated status, and competing community and household exposures were identified as risk factors for SARS-CoV-2 transmission among HCWs. Effective measures to protect HCWs from SARS-CoV-2 need to account for the identified occupational risk factors. Identifying and understanding COVID-19 risk factors among HCWs must be considered a public health priority for policy makers to mitigate occupational and community transmission in current and future epidemics.
Published: 2023
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22. Mediators of the association between maternal body mass index and breastfeeding duration in 3 international cohorts

Author: Madeline Keyes, Chloe Andrews, Vishal Midya, Paula Carrasco, Mònica Guxens, Alba Jimeno-Romero, Mario Murcia, Cristina Rodriguez-Dehli, Dora Romaguera, Loreto Santa-Maria, Marina Vafeiadi, Lida Chatzi, Emily Oken, Martine Vrijheid, Damaskini Valvi, and Sarbattama Sen
Subjects: Nutrition and Dietetics, Medicine (miscellaneous)
Published: 2023
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23. Machine learning assisted discovery of synergistic interactions between environmental pesticides, phthalates, phenols, and trace elements in child neurodevelopment

Author: Vishal Midya, Cecilia Sara Alcala, Elza Rechtman, Irva Hertz-Picciotto, Chris Gennings, Maria Rosa, and Damaskini Valvi
Abstract: A growing body of literature suggests that higher developmental exposure to individual or mixtures of environmental chemicals (ECs) is associated with autism spectrum disorder (ASD). However, the effect of interactions among these ECs is challenging to study. We introduced a composition of the classical exposure-mixture Weighted Quantile Sum (WQS) regression, and a machine-learning method called signed iterative random forest (SiRF) to discover synergistic interactions between ECs that are (1) associated with higher odds of ASD diagnosis, (2) mimic toxicological interactions, and (3) are present only in a subset of the sample whose chemical concentrations are higher than certain thresholds. In the case-control Childhood Autism Risks from Genetics and Environment study, we evaluated multi-ordered synergistic interactions among 62 ECs measured in the urine samples of 479 children in association with increased odds for ASD diagnosis (yes vs. no). WQS-SiRF discovered two synergistic two-ordered interactions between (1) trace-element cadmium(Cd) and alkyl-phosphate pesticide - diethyl-phosphate(DEP); and (2) 2,4,6-trichlorophenol(TCP-246) and DEP metabolites. Both interactions were suggestively associated with increased odds of ASD diagnosis in a subset of children with urinary concentrations of Cd, DEP, and TCP-246 above the 75thpercentile. This study demonstrates a novel method that combines the inferential power of WQS and the predictive accuracy of machine-learning algorithms to discover interpretable EC interactions associated with ASD.SynopsisThe effect of interactions among environmental chemicals on autism spectrum disorder (ASD) diagnosis is challenging to study. We used a combination of Weighted Quantile Sum regression and machine-learning tools to study multi-ordered synergistic interactions between environmental chemicals associated with higher odds of ASD diagnosis.Graphical Abstract
Published: 2023
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24. Metabolic Signatures of Youth Exposure to Mixtures of Per- and Polyfluoroalkyl Substances: A Multi-Cohort Study

Author: Jesse A. Goodrich, Douglas I. Walker, Jingxuan He, Xiangping Lin, Brittney O. Baumert, Xin Hu, Tanya L. Alderete, Zhanghua Chen, Damaskini Valvi, Zoe C. Fuentes, Sarah Rock, Hongxu Wang, Kiros Berhane, Frank D. Gilliland, Michael I. Goran, Dean P. Jones, David V. Conti, and Leda Chatzi
Subjects: Health, Toxicology and Mutagenesis, Public Health, Environmental and Occupational Health
Published: 2023
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25. Exposure to Per- and polyfluoroalkyl substances is associated with altered pancreatic β-cell function

Author: Jesse Goodrich, Emily Davidson, Brittney Baumert, Ying Chen, Douglas Walker, Xiangping Lin, Xin Hu, Tanya Alderete, Zhanghua Chen, Damaskini Valvi, Zoe Fuentes, Sarah Rock, Kiros Berhane, Frank Gilliland, Dean Jones, Michael Goran, David Conti, Vasilis Vasiliou†, and Leda Chatzi†
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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26. Associations of Prenatal Metals Exposure with Kidney Injury Biomarkers in Children

Author: Maria D. Politis, Meizhen Yao, Chris Gennings, Marcela Tamayo-Ortiz, Damaskini Valvi, Seunghee Kim-Schulze, Jingjing Qi, Chitra Amarasiriwardena, Ivan Pantic, Mari Cruz Tolentino, Guadalupe Estrada-Gutierrez, Jason H. Greenberg, Martha M. Tellez-Rojo, Robert O. Wright, Maria Jose Rosa, and Alison P. Sanders
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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27. Plasma concentrations of Per- and Polyfluoroalkyl Substances and alanine aminotransferase among Adolescents with and without NAFLD from the Teen-Longitudinal Assessment of Bariatric Surgery (Teen-LABS) Study

Author: Brittney Baumert, Nikos Stratakis, Jesse Goodrich, Douglas I. Walker, Sandrah P. Eckel, Xiangping Lin, Scott Bartell, Yinqi Zhao, Damaskini Valvi, Thomas Inge, Todd Jenkins, Justin Ryder, Rohit Kohli, Stephanie Sisley, Stavra Xanthakos, Zoe Coates Fuentes, Sarah Rock, Max Aung, Michele Andrea La Merrill, Rob McConnnell, David V. Conti, and Leda Chatzi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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28. Exposure to perfluoroalkyl substances, incident Type 2 Diabetes risk and associated metabolic pathway dysregulation in a multiethnic population

Author: Vishal Midya, Elena Colicino, Dinesh Barupal, Chris Gennings, Ruth J. F. Loos, Ryan W. Walker, Douglas I. Walker, and Damaskini Valvi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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29. Exposure to perfluoroalkyl substances at preconception in association with fertility outcomes in women from Singapore

Author: Nathan Cohen, Meizhen Yao, Vishal Midya, Sandra India-Aldana, Tomer Mouzica, Syam Andra, Manish Arora, Srinivasan Narasimhan, Jerry Kok Yen Chan, Shiao-Yng Chan, Youssef Oulhote, Jonathan Huang, and Damaskini Valvi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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30. Liver and Plasma concentrations of Per- and Polyfluoroalkyl Substances in Adolescents from the Teen-Longitudinal Assessment of Bariatric Surgery (Teen-LABS) Study

Author: Brittney Baumert, Nikos Stratakis, Jesse Goodrich, Douglas Walker, Sandrah Eckel, Xiangping Lin, Scott Bartell, Yinqi Zhao, Damaskini Valvi, Thomas Inge, Todd Jenkins, Justin Ryder, Rohit Kohli, Stephanie Sisley, Stavra Xanthakos, Zoe Coates Fuentes, Sarah Rock, Michele Andrea La Merrill, Flemming Nielsen, Philippe Grandjean, Rob McConnnell, David Conti, and Leda Chatzi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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31. Persistent Organic Pollutants and Dysregulation of microRNAs Expression in Humans and Animals - A Systematic Literature Review

Author: Yijie Li, Brittney O. Baumert, Elizabeth Costello, Sarah Rock, Nikos Stratakis, Jesse Goodrich, Yinqi Zhao, Sandrah P. Eckel, Douglas I. Walker, Damaskini Valvi, Michele A. La Merrill, Rob McConnell, Victoria K. Cortessis, Max Aung, Haotian Wu, Andrea Baccarelli, David Conti, and Lida Chatzi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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32. PFAS exposures and the human metabolome: a systematic review of epidemiological studies

Author: Sandra India-Aldana, Meizhen Yao, Vishal Midya, Elena Colicino, Leda Chatzi, Jaime Chu, Chris Gennings, Dean Jones, Ruth Loos, Veronica Setiawan, Angela Slitt, Ryan Smith, Ryan Walker, Dinesh Barupal, Douglas Walker, and Damaskini Valvi
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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33. Associations between per- and polyfluoroalkyl substances and liver transient elastography measures in U.S. adults

Author: Ashley Eng, Damaskini Valvi, Jonathan Huang, Nasser Laouali, Michael Mascari, and YOUSSEF Oulhote
Subjects: General Earth and Planetary Sciences, General Environmental Science
Published: 2022
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34. Exposure to perfluoroalkyl substances and women's fertility outcomes in a Singaporean population-based preconception cohort

Author: Nathan J. Cohen, Meizhen Yao, Vishal Midya, Sandra India-Aldana, Tomer Mouzica, Syam S. Andra, Srinivasan Narasimhan, Anil K. Meher, Manish Arora, Jerry Kok Yen Chan, Shiao-Yng Chan, See Ling Loy, Lidia Minguez-Alarcon, Youssef Oulhote, Jonathan Huang, and Damaskini Valvi
Subjects: Environmental Engineering, Environmental Chemistry, Pollution, Waste Management and Disposal
Published: 2023
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35. Exposure to per- and Polyfluoroalkyl Substances and Markers of Liver Injury: A Systematic Review and Meta-Analysis

Author: Elizabeth Costello, Sarah Rock, Nikos Stratakis, Sandrah P. Eckel, Douglas I. Walker, Damaskini Valvi, Dora Cserbik, Todd Jenkins, Stavra A. Xanthakos, Rohit Kohli, Stephanie Sisley, Vasilis Vasiliou, Michele A. La Merrill, Hugo Rosen, David V. Conti, Rob McConnell, and Leda Chatzi
Subjects: Fluorocarbons, Health, Toxicology and Mutagenesis, Liver Disease, Chronic Liver Disease and Cirrhosis, Public Health, Environmental and Occupational Health, Toxicology, Medical and Health Sciences, United States, Oral and gastrointestinal, Non-alcoholic Fatty Liver Disease, Humans, Environmental Pollutants, Digestive Diseases, Biomarkers, Environmental Sciences
Abstract: BackgroundExperimental evidence indicates that exposure to certain pollutants is associated with liver damage. Per- and polyfluoroalkyl substances (PFAS) are persistent synthetic chemicals widely used in industry and consumer products and bioaccumulate in food webs and human tissues, such as the liver.ObjectiveThe objective of this study was to conduct a systematic review of the literature and meta-analysis evaluating PFAS exposure and evidence of liver injury from rodent and epidemiological studies.MethodsPubMed and Embase were searched for all studies from earliest available indexing year through 1 December 2021 using keywords corresponding to PFAS exposure and liver injury. For data synthesis, results were limited to studies in humans and rodents assessing the following indicators of liver injury: serum alanine aminotransferase (ALT), nonalcoholic fatty liver disease, nonalcoholic steatohepatitis, or steatosis. For human studies, at least three observational studies per PFAS were used to conduct a weighted z-score meta-analysis to determine the direction and significance of associations. For rodent studies, data were synthesized to qualitatively summarize the direction and significance of effect.ResultsOur search yielded 85 rodent studies and 24 epidemiological studies, primarily of people from the United States. Studies focused primarily on legacy PFAS: perfluorooctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), perfluorononanoic acid (PFNA), and perfluorohexanesulfonic acid. Meta-analyses of human studies revealed that higher ALT levels were associated with exposure to PFOA (z-score= 6.20, p
Published: 2022

36. Salivary metabolomic signatures and body mass index (BMI) in Italian adolescents: a pilot study

Author: Sandra India-Aldana, Anu Joshi, Damaskini Valvi, Roberto Lucchini, Donatella Placidi, Lauren Petrick, Megan Horton, Megan Niedzwiecki, and Elena Colicino
Subjects: Salivary metabolomic, body mass index, General Earth and Planetary Sciences, Salivary metabolomic, body mass index, General Environmental Science
Published: 2022

37. Gene–Environment Interactions in the Associations of PFAS Exposure with Insulin Sensitivity and Beta-Cell Function in a Faroese Cohort Followed from Birth to Adulthood

Author: Damaskini Valvi, David C. Christiani, Brent Coull, Kurt Højlund, Flemming Nielsen, Karine Audouze, Li Su, Pal Weihe, and Philippe Grandjean
Subjects: History, Polymers and Plastics, Business and International Management, Biochemistry, Industrial and Manufacturing Engineering, General Environmental Science
Published: 2022
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38. Association of prenatal exposure to endocrine-disrupting chemicals with liver injury in children

Author: Vishal Midya, Elena Colicino, David V. Conti, Kiros Berhane, Erika Garcia, Nikos Stratakis, Sandra Andrusaityte, Xavier Basagaña, Maribel Casas, Serena Fossati, Regina Gražulevičienė, Line Småstuen Haug, Barbara Heude, Léa Maitre, Rosemary McEachan, Eleni Papadopoulou, Theano Roumeliotaki, Claire Philippat, Cathrine Thomsen, Jose Urquiza, Marina Vafeiadi, Nerea Varo, Miriam B. Vos, John Wright, Rob McConnell, Martine Vrijheid, Lida Chatzi, and Damaskini Valvi
Subjects: Male, Cohort profile, Growth, Endocrine Disruptors, Phenols, Pregnancy, Halogenated Diphenyl Ethers, Humans, Prospective Studies, Pesticides, Nonalcoholic steatohepatitis, Child, Fluorocarbons, In-utero, Mother, Infant, Newborn, Bayes Theorem, General Medicine, National-health, Polychlorinated Biphenyls, Liver, Maternal Exposure, Metals, Prenatal Exposure Delayed Effects, Phthalate, Environmental Pollutants, Female, Biomarkers
Abstract: Importance: Prenatal exposures to endocrine-disrupting chemicals (EDCs) may increase the risk for liver injury in children; however, human evidence is scarce, and previous studies have not considered potential EDC-mixture effects. Furthermore, the association between prenatal EDC exposure and hepatocellular apoptosis in children has not been studied previously. Objective: To investigate associations of prenatal exposure to EDC mixtures with liver injury risk and hepatocellular apoptosis in childhood. Design, setting, and participants: This prospective cohort study used data collected from April 1, 2003, to February 26, 2016, from mother-child pairs from the Human Early-Life Exposome project, a collaborative network of 6 ongoing, population-based prospective birth cohort studies from 6 European countries (France, Greece, Lithuania, Norway, Spain, and the UK). Data were analyzed from April 1, 2021, to January 31, 2022. Exposures: Three organochlorine pesticides, 5 polychlorinated biphenyls, 2 polybrominated diphenyl ethers (PBDEs), 3 phenols, 4 parabens, 10 phthalates, 4 organophosphate pesticides, 5 perfluoroalkyl substances, and 9 metals. Main outcomes and measures: Child serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), γ-glutamyltransferase (GGT), and CK-18 were measured at 6 to 11 years of age. Risk for liver injury was defined as having ALT, AST, and/or GGT levels above the 90th percentile. Associations of liver injury or cytokeratin 18 (CK-18) levels with each chemical group among the 45 EDCs measured in maternal blood or urine samples collected in pregnancy were estimated using 2 complimentary exposure-mixture methods: bayesian weighted quantile sum (BWQS) and bayesian kernel machine regression. Results: The study included 1108 mothers (mean [SD] age at birth, 31.0 [4.7] years) and their singleton children (mean [SD] age at liver assessment, 8.2 [1.6] years; 598 [54.0%] boys). Results of the BWQS method indicated increased odds of liver injury per exposure-mixture quartile increase for organochlorine pesticides (odds ratio [OR], 1.44 [95% credible interval (CrI), 1.21-1.71]), PBDEs (OR, 1.57 [95% CrI, 1.34-1.84]), perfluoroalkyl substances (OR, 1.73 [95% CrI, 1.45-2.09]), and metals (OR, 2.21 [95% CrI, 1.65-3.02]). Decreased odds of liver injury were associated with high-molecular-weight phthalates (OR, 0.74 [95% CrI, 0.60-0.91]) and phenols (OR, 0.66 [95% CrI, 0.54-0.78]). Higher CK-18 levels were associated with a 1-quartile increase in polychlorinated biphenyls (β, 5.84 [95% CrI, 1.69-10.08] IU/L) and PBDEs (β, 6.46 [95% CrI, 3.09-9.92] IU/L). Bayesian kernel machine regression showed associations in a similar direction as BWQS for all EDCs and a nonlinear association between phenols and CK-18 levels. Conclusions and relevance: With a combination of 2 state-of-the-art exposure-mixture approaches, consistent evidence suggests that prenatal exposures to EDCs are associated with higher risk for liver injury and CK-18 levels and constitute a potential risk factor for pediatric nonalcoholic fatty liver disease. This study was supported by grants R21ES029681, R01ES029944 (Dr Chatzi), R01ES030364 (Dr Chatzi), R21ES028903 (Dr Chatzi), R21ES029681 (Dr Chatzi), P30ES007048 (Dr Chatzi), R21ES029328 (Dr Valvi), R01ES029944 (Dr Valvi), R01ES028903 (Dr Valvi), P30ES023515 (Dr Valvi), and P30ES023515 (Dr Midya) from the NIEHS. The HELIX project was supported by FP7/2007-2013 under grant agreement 308333–the HELIX project from the European Community’s Seventh Framework Programme.
Published: 2022

39. Prenatal exposure to persistent organic pollutants and childhood obesity: A systematic review and meta‐analysis of human studies

Author: Michele A. La Merrill, Daniela Fecht, Vaia Lida Chatzi, Nikos Stratakis, Damaskini Valvi, Rob McConnell, Martine Vrijheid, Sarah Rock, David V. Conti, Marc Saez, and Oliver Robinson
Subjects: obesity, Pediatric Obesity, Endocrinology, Diabetes and Metabolism, persistent organic pollutants, 010501 environmental sciences, Medical and Health Sciences, 01 natural sciences, Persistent Organic Pollutants, chemistry.chemical_compound, 0302 clinical medicine, Polybrominated diphenyl ethers, Pregnancy, POLYCHLORINATED-BIPHENYLS, Medicine, Prospective Studies, Child, Prospective cohort study, 11 Medical and Health Sciences, Pediatric, EARLY-LIFE EXPOSURE, RAPID WEIGHT-GAIN, ENVIRONMENTAL CHEMICALS, Polychlorinated Biphenyls, 17 Psychology and Cognitive Sciences, 3. Good health, Dichlorodiphenyldichloroethylene, Prenatal Exposure Delayed Effects, Meta-analysis, Environmental Pollutants, Female, STOP project, Life Sciences & Biomedicine, Waist, childhood, STOP project, ENDOCRINE-DISRUPTING CHEMICALS, IN-UTERO, 030209 endocrinology & metabolism, PERFLUOROALKYL SUBSTANCES, Article, Childhood obesity, PERFLUORINATED CHEMICALS, Endocrinology & Metabolism, 03 medical and health sciences, Environmental health, Humans, Obesity, childhood, Nutrition, 0105 earth and related environmental sciences, Science & Technology, business.industry, Psychology and Cognitive Sciences, Public Health, Environmental and Occupational Health, ORGANOCHLORINE COMPOUNDS, Hexachlorobenzene, medicine.disease, Childhood, BODY-MASS INDEX, chemistry, 13. Climate action, business
Abstract: We conducted a systematic review and meta-analysis of the associations between prenatal exposure to persistent organic pollutants (POPs) and childhood obesity. We focused on organochlorines (dichlorodiphenyltrichloroethane [DDT], dichlorodiphenyldichloroethylene [DDE], hexachlorobenzene [HCB], and polychlorinated biphenyls [PCBs]), perfluoroalkyl and polyfluoroalkyl substances (PFAS), and polybrominated diphenyl ethers (PBDEs) that are the POPs more widely studied in environmental birth cohorts so far. We search two databases (PubMed and Embase) through July/09/2021 and identified 33 studies reporting associations with prenatal organochlorine exposure, 21 studies reporting associations with prenatal PFAS, and five studies reporting associations with prenatal PBDEs. We conducted a qualitative review. Additionally, we performed random-effects meta-analyses of POP exposures, with data estimates from at least three prospective studies, and BMI-z. Prenatal DDE and HCB levels were associated with higher BMI z-score in childhood (beta: 0.12, 95% CI: 0.03, 0.21; I2 : 28.1% per study-specific log increase of DDE and beta: 0.31, 95% CI: 0.09, 0.53; I2 : 31.9% per study-specific log increase of HCB). No significant associations between PCB-153, PFOA, PFOS, or pentaPBDEs with childhood BMI were found in meta-analyses. In individual studies, there was inconclusive evidence that POP levels were positively associated with other obesity indicators (e.g., waist circumference). This study is an ancillary endeavor of the Science & Technology in childhood Obesity Policy (STOP) project (H2020 SC2; ref. 774548). This study was supported by the National Institute of Environmental Health Science (NIEHS, R01ES030364). Additional funding from NIEHS includes R21ES029681 (Chatzi, McConnell, Conti, Valvi, Stratakis), R01ES029944 (Chatzi, Conti, Valvi, Rock), R01ES030691 (Chatzi, McConnell, Conti, Valvi), R21ES028903 (Chatzi, McConnell, Valvi), P30ES007048 (McConnell, Chatzi, Conti, Stratakis), R21ES029328 (Valvi), and P30ES023515 (Valvi). Additional funding from NIH supported Dr. Conti (P01CA196569, R01CA140561, R01ES016813), and Dr. Stratakis (P30DK048522). Dr La Merill received additional funding from USDA National Institute of Food and Agriculture, Hatch project: 1002182.
Published: 2021
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40. Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight

Author: Maryam Sharafkhah, Emanuel Zitt, Majid Ezzati, Luxia Zhang, Young-Ho Khang, Ellina Rakhimova, Kairit Mikkel, Tiina Vlasoff, Eruke E. Egbagbe, Sidsel Graff-Iversen, Ilona Nenko, Magdalena Klimek, Mathilde Savy, Sanjib Kumar Sharma, Alfonso Siani, Luís Lopes, Vanina Bongard, Gregor Jurak, Jacqueline F. Price, Christina-Paulina Lambrinou, Maria Lc Iurilli, Rainford J. Wilks, Bontha V. Babu, Fereidoun Azizi, Harunobu Nakamura, Marialaura Bonaccio, Angela Döring, Zhenyu Zhang, Naser Ahmadi, Jolanta Słowikowska-Hilczer, Ana Paula Carlos Cândido, Clive Osmond, Thirunavukkarasu Sathish, Robert J. Adams, Themistoklis Tzotzas, Reina Engle-Stone, Atul Trivedi, Shoichiro Tsugane, Niels Møller, Jorge Bezerra, Dénes Molnár, Muhammad Fadhli Mohd Yusoff, Badreya Al-Lahou, J. Jaime Miranda, Bahram Mohajer, Sigmund A. Anderssen, Lital Keinan Boker, Eero Kajantie, Martin Gulliford, Maties Torrent, Sumit Bharadwaj, Toshiharu Ninomiya, Zbigniew Gaciong, Nayu Ikeda, Li Juan Wu, Adrian Richter, Licia Iacoviello, Marc J. Gunter, Wenbin Wei, Norsyamlina Che Abdul Rahim, Eman Aly, Ambady Ramachandran, Nils Lehmann, Soile E. Puhakka, Giovanni Veronesi, Hongsheng Bi, Eiji Oda, Jia Li Duan, Per Tynelius, José María Huerta, Janne Schurmann Tolstrup, Rodrigo M. Carrillo-Larco, Rosangela Fernandes Lucena Batista, Victoria E Soto-Rojas, Hanno Ulmer, Shukri F. Mohamed, Anthony Kafatos, Suyeon Park, Mohsen Ibrahim, Hamed Pouraram, Bin Zhou, May Soe Aung, Lars Bo Andersen, Erfan Ghasemi, René Charles Sylva, Himanshu K. Chaturvedi, Luc Dauchet, Ahmad Ali Zainuddin, Angela Chetrit, Dan Zhu, Valérie Deschamps, Ko Ko Zaw, Peter Vollenweider, Tomas Vega, Yves Martin-Prével, Mahfuzar Rahman, Dorja Vočanec, Roman Topor-Madry, Vinay Nangia, Herculina S. Kruger, Asher Fawwad, Emily Sonestedt, Elena Pahomova, Aleksander Giwercman, Elżbieta Dziankowska-Zaborszczyk, Cecilia Björkelund, Tatjana Hejgaard, Maria Puiu, Maria Benedetta Donati, Andrew Wong, Carlos P. Boissonnet, Santosh K. Bhargava, Patrick Kolsteren, Dermot O'Reilly, Bahareh Kheiri, Wolfgang Kratzer, Susanne R. de Rooij, H. Bas Bueno-de-Mesquita, Günther Fink, José R. Banegas, Michele Monroy-Valle, Drude Molbo, Mahmudur Rahman, Hynek Pikhart, Rafael N. Pichardo, Massimo Salvetti, Hui Cai, Sarah Filippi, Georg Posch, Hung-Kwan So, Yonghua Hu, Katsuyasu Kouda, Joana Carvalho, Gailute Bernotiene, Hannu Uusitalo, Thein Thein Htay, Felix Kaducu, Maigeng Zhou, Lars Ängquist, Thi Tuyet-Hanh Tran, Charles Lunogelo, Michel Joffres, Sabina Zambon, Ronald D. Gregor, Vayia Rarra, Seyed Mohammad Hashemi-Shahri, Loreto Santa Marina, Galina Obreja, Rudolf Kaaks, Aya Mostafa, Maria do Carmo Franco, Beata Gurzkowska, Chien-Jen Chen, Marie Moitry, Nizal Sarrafzadegan, Xiangjun Wang, Diego Giulliano Destro Christofaro, Imperia Brajkovich, Fangfang Chen, Francesco Panza, Ling Yang, Holly E. Syddall, Cecily Kelleher, Michael Tornaritis, Ningli Wang, Lutgarde Thijs, Marjolein Visser, Angelika Schaffrath Rosario, María José Tormo, Jostein Steene-Johannessen, Norbert Amougou, Emmanuella Magriplis, Mar Alvarez-Pedrerol, Jingli Gao, Stig E. Bojesen, Giuseppe Grosso, Seongjun Ha, Lauren Lissner, Mikhail Benet, Anastasia Markaki, Sanjay Rampal, Antônio Augusto Moura da Silva, Maria Lorenza Muiesan, Angelique Chan, Yvonne T. van der Schouw, Annamari Lundqvist, Philippe Amouyel, Kristyna Zejglicova, Charalambos Hadjigeorgiou, João Breda, Jørgen Meisfjord, Fatima Zahra Laamiri, Carl Lachat, Kai-Uwe Saum, Vilma Irazola, Leng Huat Foo, Óscar Lopes, Dickman Gareta, Flavio Nervi, Imre Janszky, Ruzena Kubinova, Terho Lehtimäki, Mario V. Capanzana, Moyses Szklo, Ramfis Nieto-Martínez, Viswanathan Mohan, Shuohua Chen, Arvind Pandey, Luigi Palmieri, Roya Kelishadi, Srinivasan Kannan, Jie Mi, Robert Beaglehole, Liliana Dacica, Jyrki K. Virtanen, Mohan Deepa, Peter Ueda, Isti Ilmiati Fujiati, Hermann Pohlabeln, Morten Sodemann, Jytte Halkjær, Zbigniew Kułaga, Sophie Visvikis-Siest, Farshad Farzadfar, Mohsen Azimi-Nezhad, Henry Völzke, Karolina Milkowska, Zahra Mohammadi, Belgin Ünal, Magda Gasull, George S. Stergiou, Marshall K. Tulloch-Reid, Seppo Koskinen, James E. Bennett, Marcela González-Gross, Virginija Dulskiene, Idris Guessous, Assembekov Batyrbek, Kamarul Imran Musa, Jeannette Lee, Josep Redon, Bihungum Bista, Luisa M Macieira, Johan Sundström, Andres Metspalu, Lariane M Ono, Flora A. Ukoli, Salar Rahimikazerooni, Andrea Gualtieri, Trevor S. Ferguson, Félicité Tchibindat, Eliza Cinteza, Ha Tp Do, Tajana Zeljkovic Vrkic, Tuyen D Le, Alison J. Hayes, Abdul Basit, Chandini Nekkantti, Teresa Norat, Eunice Ugel, Gulmira Aitmurzaeva, Mariachiara Di Cesare, Abdul Hamid Zargar, Vincenzo Solfrizzi, Garry L. Jennings, Aline Meirhaeghe, Kaare Christensen, Päivi Mäki, Xu Lin, Ali Esmaeili, Joanna Baran, Aneta Grajda, Renata Cifkova, Alexandre C. Pereira, Martin Bobak, Iuliia A Rusakova, Keiu Nelis, Damian K Francis, Guansheng Ma, Axel C. Carlsson, Alejandro Diaz, Alireza Ansari-Moghaddam, N Capkova, Zumin Shi, Maria Turley, Imelda A. Agdeppa, Helena I. S. 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Jacobs, Kenneth James, Elena Sacchini, Pascal Bovet, Mahboubeh Parsaeian, Tania Lopez, Ya Xing Wang, Wojciech Drygas, Jody C Miller, Svetlana A. Shalnova, Maria Elisa Zapata, Chung T Nguyen, Nimmathota Arlappa, Edwige Landais, Thorkild I. A. Sørensen, Jeannette Klimont, Amirabbas Momenan, Erik J. Timmermans, Mari-Liis Tammesoo, Jost B. Jonas, Stefania Toselli, Maria Teresa Anselmo Olinto, Bahman Cheraghian, Kouamelan Doua, Esteban Carmuega, Marjeta Mišigoj-Duraković, Bo Werner, M. Arfan Ikram, Breige A. McNulty, Christa Meisinger, Clara Homs, Namuna Shrestha, Alina Kerimkulova, Youcef Laid, Claes Ohlsson, Alicia Matijasevich, Alison J Price, Ala'a Alkerwi, Kristine H. Allin, Lorenza Pilotto, Mohannad Al Nsour, Ingunn Holden Bergh, Marianna Noale, Heba Fouad, Vilnis Dzerve, Novie O. Younger-Coleman, Peter Willeit, Andrea R. V. R. Horimoto, Freda Pitakaka, Habiba Ben Romdhane, Savvas C. Savva, Rajeev Gupta, Jennifer Servais, Cristina Padez, Sarah P. Garnett, Maria del Cristo Rodriguez-Perez, Michala Lustigová, Tien Yin Wong, Rosa Haghshenas, Jonathan Giovannelli, Christina Howitt, Marleen E. Hendriks, Fadia AlBuhairan, Huashuai Chen, Gretchen A Stevens, Luís B. Sardinha, David Goltzman, Jenny M. Kindblom, Karina Mary de Paiva, Yousef Khader, Eric Monterrubio-Flores, Rajendra Pradeepa, Yi-Ting Lin, Martin Neovius, Juan Francisco Miquel, Ellis Owusu-Dabo, Anil Poudyal, Marzieh Katibeh, Tanja Stocks, Veronica Mocanu, Ulla Roggenbuck, Robespierre Ribeiro, Gabriele Eiben, Mary Simon, Christine Cameron, Hamid Hakimi, Kamel Ajlouni, Jakub Stokwiszewski, Iulia Jurca Simina, Pietro Amedeo Modesti, Frederick C. W. Wu, Peter Kristensen, Charles Mondo, Felix Gutzwiller, Mariana Sbaraini, Martijn Huisman, Betina H. Thuesen, Queenie Chan, Antonisamy Belavendra, Artur Mazur, Ulf Ekelund, Laura A. 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Casajús, Guang Ning, Lutgart Braeckman, Dirk Vanderschueren, Jochanan Stessman, Ivana Radic, Yi Zeng, Hans Concin, Damaskini Valvi, Sari Hantunen, Catherine Kyobutungi, Diego Augusto Santos Silva, Wenhua Zhao, Sok King Ong, Anne W. Taylor, Iraj Nabipour, Justyna Godos, Cyrus Cooper, Mattias Johansson, Samuel C. Dumith, Magdalena Muc, Sabine Schipf, Idowu O Senbanjo, Jim Mann, Rajaa Al-Raddadi, Yih Chung Tham, Kay-Tee Khaw, Joseph Cacciottolo, Ana Henriques, Sahar Saeedi Moghaddam, Reza Mohammadpourhodki, Bernhard O. Boehm, Songhomitra Panda-Jonas, Iveta Pudule, Elisabete Ramos, Lacramioara Aurelia Brinduse, Paul H. Lee, Terence W O'Neill, Javad Aghazadeh-Attari, Margus Punab, Bojan Jelaković, Camilla T. Damsgaard, Takafumi Ishida, Ekaterina Chikova-Iscener, Mirjam M. Heinen, Tazeen H. Jafar, Semánová Csilla, Constance Schultsz, Santiago F. Gomez, Raija Korpelainen, Edward W. Gregg, Laura Gutierrez, Pierre Traissac, Victor M. Herrera, Aristides M. Machado-Rodrigues, Fatemeh Malekzadeh, Shouling Wu, Jennifer L. Baker, Clicerio González-Villalpando, Eleonora d'Orsi, Irene G. M. van Valkengoed, Anna Fijałkowska, Wen-Harn Pan, Gregor Starc, Meghnath Dhimal, Murat Topbaş, George Moschonis, Robert Eggertsen, Abdullah Alkandari, Quang Ngoc Nguyen, Janette Walton, Elnaz Faramarzi, Saeed Dastgiri, Lien Braeckevelt, Nasheeta Peer, Radka Taxová Braunerová, Mohamed M. Ali, Steiner Krokstad, Harald Geiger, Morteza Shamshirgaran, Lela Shengelia, María Ángeles Dal Re Saavedra, Silvana Donoso, Khem Bahadur Karki, Timothy J. Key, Maria G. Grammatikopoulou, Susana Vale, Felix K. Assah, Juan A Rivera, Peter H. Whincup, Oana-Florentina Gheorghe-Fronea, Cassiano Ricardo Rech, Paul Ferdinand M. Reganit, Rachakulla Hari Kumar, Jaakko Mursu, Luis A. Moreno, Glen Gironella, Jelena Kos, Tilema Cama, Haakon E. Meyer, Jun Ma, Raphael E. Arku, Ziad Abdeen, Dianna J. 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Ltd, Orebro University, University of London, Universitas Indonesia, Institute of Food and Nutrition Development of Ministry of Agriculture and Rural Affairs, Children’s Hospital of Fudan University, University of Cyprus, Niigata University, International Medical University, Iran University of Medical Sciences, Center for Diabetes and Endocrine Care, Peking University First Hospital, Jiangsu Provincial Center for Disease Control and Prevention, Sun Yat-sen University, West Kazakhstan Medical University, Inner Mongolia Medical University, University of Ghana, Maria Lc Iurilli , Bin Zhou , James E Bennett , Rodrigo M Carrillo-Larco , Marisa K Sophiea , Andrea Rodriguez-Martinez , Honor Bixby , Bethlehem D Solomon , Cristina Taddei , Goodarz Danaei , Mariachiara Di Cesare , Gretchen A Stevens , Leanne M Riley , Stefan Savin , Melanie J Cowan , Pascal Bovet , Albertino Damasceno , Adela Chirita-Emandi , Alison J Hayes , Nayu Ikeda , Rod T Jackson , Young-Ho Khang , Avula Laxmaiah , Jing Liu , J Jaime Miranda , Olfa Saidi , Sylvain Sebert , Maroje Sorić , Gregor Starc , Edward W Gregg , Leandra Abarca-Gómez , Ziad A Abdeen , Shynar Abdrakhmanova , Suhaila Abdul Ghaffar , Hanan F Abdul Rahim , Niveen M Abu-Rmeileh , Jamila Abubakar Garba , Benjamin Acosta-Cazares , Robert J Adams , Wichai Aekplakorn , Kaosar Afsana , Shoaib Afzal , Imelda A Agdeppa , Javad Aghazadeh-Attari , Carlos A Aguilar-Salinas , Charles Agyemang , Mohamad Hasnan Ahmad , Noor Ani Ahmad , Ali Ahmadi , Naser Ahmadi , Soheir H Ahmed , Wolfgang Ahrens , Gulmira Aitmurzaeva , Kamel Ajlouni , Hazzaa M Al-Hazzaa , Badreya Al-Lahou , Rajaa Al-Raddadi , Monira Alarouj , Fadia AlBuhairan , Shahla AlDhukair , Mohamed M Ali , Abdullah Alkandari , Ala'a Alkerwi , Kristine Allin , Mar Alvarez-Pedrerol , Eman Aly , Deepak N Amarapurkar , Parisa Amiri , Norbert Amougou , Philippe Amouyel , Lars Bo Andersen , Sigmund A Anderssen , Lars Ängquist , Ranjit Mohan Anjana , Alireza Ansari-Moghaddam , Hajer Aounallah-Skhiri , Joana Araújo , Inger Ariansen , Tahir Aris , Raphael E Arku , Nimmathota Arlappa , Krishna K Aryal , Thor Aspelund , Felix K Assah , Maria Cecília F Assunção , May Soe Aung , Juha Auvinen , Mária Avdicová , Shina Avi , Ana Azevedo , Mohsen Azimi-Nezhad , Fereidoun Azizi , Mehrdad Azmin , Bontha V Babu , Maja Bæksgaard Jørgensen , Azli Baharudin , Suhad Bahijri , Jennifer L Baker , Nagalla Balakrishna , Mohamed Bamoshmoosh , Maciej Banach , Piotr Bandosz , José R Banegas , Joanna Baran , Barbagallo CM, Alberto Barceló , Amina Barkat , Aluisio Jd Barros , Mauro Virgílio Gomes Barros , Abdul Basit , Joao Luiz D Bastos , Iqbal Bata , Anwar M Batieha , Rosangela L Batista , Zhamilya Battakova , Assembekov Batyrbek , Louise A Baur , Robert Beaglehole , Silvia Bel-Serrat , Antonisamy Belavendra , Habiba Ben Romdhane , Judith Benedics , Mikhail Benet , Ingunn Holden Bergh , Salim Berkinbayev , Antonio Bernabe-Ortiz , Gailute Bernotiene , Heloísa Bettiol , Jorge Bezerra , Aroor Bhagyalaxmi , Sumit Bharadwaj , Santosh K Bhargava , Zulfiqar A Bhutta , Hongsheng Bi , Yufang Bi , Daniel Bia , Elysée Claude Bika Lele, Mukharram M Bikbov , Bihungum Bista , Dusko J Bjelica , Peter Bjerregaard , Espen Bjertness , Marius B Bjertness , Cecilia Björkelund , Katia V Bloch , Anneke Blokstra , Simona Bo , Martin Bobak , Lynne M Boddy , Bernhard O Boehm , Heiner Boeing , Jose G Boggia , Elena Bogova , Carlos P Boissonnet , Stig E Bojesen , Marialaura Bonaccio , Vanina Bongard , Alice Bonilla-Vargas , Matthias Bopp , Herman Borghs , Lien Braeckevelt , Lutgart Braeckman , Marjolijn Ce Bragt , Imperia Brajkovich , Francesco Branca , Juergen Breckenkamp , João Breda , Hermann Brenner , Lizzy M Brewster , Garry R Brian , Lacramioara Brinduse , Sinead Brophy , Graziella Bruno , H Bas Bueno-de-Mesquita , Anna Bugge , Marta Buoncristiano , Genc Burazeri , Con Burns , Antonio Cabrera de León , Joseph Cacciottolo , Hui Cai , Tilema Cama , Christine Cameron , José Camolas , Günay Can , Ana Paula C Cândido , Felicia Cañete , Mario V Capanzana , Nadežda Capková , Eduardo Capuano , Vincenzo Capuano , Marloes Cardol , Viviane C Cardoso , Axel C Carlsson , Esteban Carmuega , Joana Carvalho , José A Casajús , Felipe F Casanueva , Ertugrul Celikcan , Laura Censi , Marvin Cervantes-Loaiza , Juraci A Cesar , Snehalatha Chamukuttan , Angelique W Chan , Queenie Chan , Himanshu K Chaturvedi , Nish Chaturvedi , Norsyamlina Che Abdul Rahim , Miao Li Chee , Chien-Jen Chen , Fangfang Chen , Huashuai Chen , Shuohua Chen , Zhengming Chen , Ching-Yu Cheng , Bahman Cheraghian , Angela Chetrit , Ekaterina Chikova-Iscener , Arnaud Chiolero , Shu-Ti Chiou , María-Dolores Chirlaque , Belong Cho , Kaare Christensen , Diego G Christofaro , Jerzy Chudek , Renata Cifkova , Michelle Cilia , Eliza Cinteza , Frank Claessens , Janine Clarke , Els Clays , Emmanuel Cohen , Hans Concin , Susana C Confortin , Cyrus Cooper , Tara C Coppinger , Eva Corpeleijn , Simona Costanzo , Dominique Cottel , Chris Cowell , Cora L Craig , Amelia C Crampin , Ana B Crujeiras , Semánová Csilla , Alexandra M Cucu , Liufu Cui , Felipe V Cureau , Ewelina Czenczek-Lewandowska , Graziella D'Arrigo , Eleonora d'Orsi , Liliana Dacica , María Ángeles Dal Re Saavedra , Jean Dallongeville , Camilla T Damsgaard , Rachel Dankner , Thomas M Dantoft , Parasmani Dasgupta , Saeed Dastgiri , Luc Dauchet , Kairat Davletov , Guy De Backer , Dirk De Bacquer , Giovanni de Gaetano , Stefaan De Henauw , Paula Duarte de Oliveira , David De Ridder , Karin De Ridder , Susanne R de Rooij , Delphine De Smedt , Mohan Deepa , Alexander D Deev , Vincent Jr DeGennaro , Abbas Dehghan , Hélène Delisle , Francis Delpeuch , Stefaan Demarest , Elaine Dennison , Katarzyna Dereń , Valérie Deschamps , Meghnath Dhimal , Augusto F Di Castelnuovo , Juvenal Soares Dias-da-Costa , María Elena Díaz-Sánchez , Alejandro Diaz , Zivka Dika , Shirin Djalalinia , Visnja Djordjic , Ha Tp Do , Annette J Dobson , Maria Benedetta Donati , Chiara Donfrancesco , Silvana P Donoso , Angela Döring , Maria Dorobantu , Ahmad Reza Dorosty , Kouamelan Doua , Nico Dragano , Wojciech Drygas , Jia Li Duan , Charmaine A Duante , Priscilla Duboz , Rosemary B Duda , Vesselka Duleva , Virginija Dulskiene , Samuel C Dumith , Anar Dushpanova , Vilnis Dzerve , Elzbieta Dziankowska-Zaborszczyk , Ricky Eddie , Ebrahim Eftekhar , Eruke E Egbagbe , Robert Eggertsen , Sareh Eghtesad , Gabriele Eiben , Ulf Ekelund , Mohammad El-Khateeb , Jalila El Ati , Denise Eldemire-Shearer , Marie Eliasen , Paul Elliott , Reina Engle-Stone , Macia Enguerran , Rajiv T Erasmus , Raimund Erbel , Cihangir Erem , Louise Eriksen , Johan G Eriksson , Jorge Escobedo-de la Peña , Saeid Eslami , Ali Esmaeili , Alun Evans , David Faeh , Albina A Fakhretdinova , Caroline H Fall , Elnaz Faramarzi , Mojtaba Farjam , Victoria Farrugia Sant'Angelo , Farshad Farzadfar , Mohammad Reza Fattahi , Asher Fawwad , Francisco J Felix-Redondo , Trevor S Ferguson , Romulo A Fernandes , Daniel Fernández-Bergés , Daniel Ferrante , Thomas Ferrao , Marika Ferrari , Marco M Ferrario , Catterina Ferreccio , Eldridge Ferrer , Jean Ferrieres , Thamara Hubler Figueiró , Anna Fijalkowska , Günther Fink , Krista Fischer , Leng Huat Foo , Maria Forsner , Heba M Fouad , Damian K Francis , Maria do Carmo Franco , Ruth Frikke-Schmidt , Guillermo Frontera , Flavio D Fuchs , Sandra C Fuchs , Isti I Fujiati , Yuki Fujita , Matsuda Fumihiko , Takuro Furusawa , Zbigniew Gaciong , Mihai Gafencu , Andrzej Galbarczyk , Henrike Galenkamp , Daniela Galeone , Myriam Galfo , Fabio Galvano , Jingli Gao , Manoli Garcia-de-la-Hera , Marta García-Solano , Dickman Gareta , Sarah P Garnett , Jean-Michel Gaspoz , Magda Gasull , Adroaldo Cesar Araujo Gaya , Anelise Reis Gaya , Andrea Gazzinelli , Ulrike Gehring , Harald Geiger , Johanna M Geleijnse , Ali Ghanbari , Erfan Ghasemi , Oana-Florentina Gheorghe-Fronea , Simona Giampaoli , Francesco Gianfagna , Tiffany K Gill , Jonathan Giovannelli , Glen Gironella , Aleksander Giwercman , Konstantinos Gkiouras , Justyna Godos , Sibel Gogen , Marcel Goldberg , Rebecca A Goldsmith , David Goltzman , Santiago F Gómez , Aleksandra Gomula , Bruna Goncalves Cordeiro da Silva , Helen Gonçalves , David A Gonzalez-Chica , Marcela Gonzalez-Gross , Margot González-Leon , Juan P González-Rivas , Clicerio González-Villalpando , María-Elena González-Villalpando , Angel R Gonzalez , Frederic Gottrand , Antonio Pedro Graça , Sidsel Graff-Iversen , Dušan Grafnetter , Aneta Grajda , Maria G Grammatikopoulou , Ronald D Gregor , Tomasz Grodzicki , Else Karin Grøholt , Anders Grøntved , Giuseppe Grosso , Gabriella Gruden , Dongfeng Gu , Emanuela Gualdi-Russo , Pilar Guallar-Castillón , Andrea Gualtieri , Elias F Gudmundsson , Vilmundur Gudnason , Ramiro Guerrero , Idris Guessous , Andre L Guimaraes , Martin C Gulliford , Johanna Gunnlaugsdottir , Marc J Gunter , Xiu-Hua Guo , Yin Guo , Prakash C Gupta , Rajeev Gupta , Oye Gureje , Beata Gurzkowska , Enrique Gutiérrez-González , Laura Gutierrez , Felix Gutzwiller , Seongjun Ha , Farzad Hadaegh , Charalambos A Hadjigeorgiou , Rosa Haghshenas , Hamid Hakimi , Jytte Halkjær , Ian R Hambleton , Behrooz Hamzeh , Dominique Hange , Abu Am Hanif , Sari Hantunen , Jie Hao , Rachakulla Hari Kumar , Seyed Mohammad Hashemi-Shahri , Maria Hassapidou , Jun Hata , Teresa Haugsgjerd , Jiang He , Yuan He , Yuna He , Regina Heidinger-Felso , Mirjam Heinen , Tatjana Hejgaard , Marleen Elisabeth Hendriks , Rafael Dos Santos Henrique , Ana Henriques , Leticia Hernandez Cadena , Sauli Herrala , Victor M Herrera , Isabelle Herter-Aeberli , Ramin Heshmat , Allan G Hill , Sai Yin Ho , Suzanne C Ho , Michael Hobbs , Michelle Holdsworth , Reza Homayounfar , Clara Homs , Wilma M Hopman , Andrea Rvr Horimoto , Claudia M Hormiga , Bernardo L Horta , Leila Houti , Christina Howitt , Thein Thein Htay , Aung Soe Htet , Maung Maung Than Htike , Yonghua Hu , José María Huerta , Ilpo Tapani Huhtaniemi , Laetitia Huiart , Constanta Huidumac Petrescu , Martijn Huisman , Abdullatif Husseini , Chinh Nguyen Huu , Inge Huybrechts , Nahla Hwalla , Jolanda Hyska , Licia Iacoviello , Jesús M Ibarluzea , Mohsen M Ibrahim , Norazizah Ibrahim Wong , M Arfan Ikram , Violeta Iotova , Vilma E Irazola , Takafumi Ishida , Muhammad Islam , Sheikh Mohammed Shariful Islam , Masanori Iwasaki , Jeremy M Jacobs , Hashem Y Jaddou , Tazeen Jafar , Kenneth James , Kazi M Jamil , Konrad Jamrozik , Imre Janszky , Edward Janus , Juel Jarani , Marjo-Riitta Jarvelin , Grazyna Jasienska , Ana Jelakovic , Bojan Jelakovic , Garry Jennings , Anjani Kumar Jha , Chao Qiang Jiang , Ramon O Jimenez , Karl-Heinz Jöckel , Michel Joffres , Mattias Johansson , Jari J Jokelainen , Jost B Jonas , Jitendra Jonnagaddala , Torben Jørgensen , Pradeep Joshi , Farahnaz Joukar , Dragana P Jovic , Jacek J Jóźwiak , Anne Juolevi , Gregor Jurak , Iulia Jurca Simina , Vesna Juresa , Rudolf Kaaks , Felix O Kaducu , Anthony Kafatos , Eero O Kajantie , Zhanna Kalmatayeva , Ofra Kalter-Leibovici , Yves Kameli , Freja B Kampmann , Kodanda R Kanala , Srinivasan Kannan , Efthymios Kapantais , Argyro Karakosta , Line L Kårhus , Khem B Karki , Marzieh Katibeh , Joanne Katz , Peter T Katzmarzyk , Jussi Kauhanen , Prabhdeep Kaur , Maryam Kavousi , Gyulli M Kazakbaeva , Ulrich Keil , Lital Keinan Boker , Sirkka Keinänen-Kiukaanniemi , Roya Kelishadi , Cecily Kelleher , Han Cg Kemper , Andre P Kengne , Maryam Keramati , Alina Kerimkulova , Mathilde Kersting , Timothy Key , Yousef Saleh Khader , Davood Khalili , Kay-Tee Khaw , Bahareh Kheiri , Motahareh Kheradmand , Alireza Khosravi , Ilse Msl Khouw , Ursula Kiechl-Kohlendorfer , Stefan Kiechl , Japhet Killewo , Dong Wook Kim , Hyeon Chang Kim , Jeongseon Kim , Jenny M Kindblom , Heidi Klakk , Magdalena Klimek , Jeannette Klimont , Jurate Klumbiene , Michael Knoflach , Bhawesh Koirala , Elin Kolle , Patrick Kolsteren , Jürgen König , Raija Korpelainen , Paul Korrovits , Magdalena Korzycka , Jelena Kos , Seppo Koskinen , Katsuyasu Kouda , Viktoria A Kovacs , Sudhir Kowlessur , Slawomir Koziel , Jana Kratenova , Wolfgang Kratzer , Susi Kriemler , Peter Lund Kristensen , Steinar Krokstad , Daan Kromhout , Herculina S Kruger , Ruzena Kubinova , Renata Kuciene , Urho M Kujala , Enisa Kujundzic , Zbigniew Kulaga , R Krishna Kumar , Marie Kunešová , Pawel Kurjata , Yadlapalli S Kusuma , Kari Kuulasmaa , Catherine Kyobutungi , Quang Ngoc La , Fatima Zahra Laamiri , Tiina Laatikainen , Carl Lachat , Youcef Laid , Tai Hing Lam , Christina-Paulina Lambrinou , Edwige Landais , Vera Lanska , Georg Lappas , Bagher Larijani , Tint Swe Latt , Laura Lauria , Maria Lazo-Porras , Gwenaëlle Le Coroller , Khanh Le Nguyen Bao , Agnès Le Port , Tuyen D Le , Jeannette Lee , Jeonghee Lee , Paul H Lee , Nils Lehmann , Terho Lehtimäki , Daniel Lemogoum , Naomi S Levitt , Yanping Li , Merike Liivak , Christa L Lilly , Wei-Yen Lim , M Fernanda Lima-Costa , Hsien-Ho Lin , Xu Lin , Yi-Ting Lin , Lars Lind , Allan Linneberg , Lauren Lissner , Mieczyslaw Litwin , Lijuan Liu , Wei-Cheng Lo , Helle-Mai Loit , Khuong Quynh Long , Luis Lopes , Oscar Lopes , Esther Lopez-Garcia , Tania Lopez , Paulo A Lotufo , José Eugenio Lozano , Janice L Lukrafka , Dalia Luksiene , Annamari Lundqvist , Robert Lundqvist , Nuno Lunet , Charles Lunogelo , Michala Lustigová , Edyta Łuszczki , Guansheng Ma , Jun Ma , Xu Ma , George Ll Machado-Coelho , Aristides M Machado-Rodrigues , Luisa M Macieira , Ahmed A Madar , Stefania Maggi , Dianna J Magliano , Sara Magnacca , Emmanuella Magriplis , Gowri Mahasampath , Bernard Maire , Marjeta Majer , Marcia Makdisse , Päivi Mäki , Fatemeh Malekzadeh , Reza Malekzadeh , Rahul Malhotra , Kodavanti Mallikharjuna Rao , Sofia K Malyutina , Lynell V Maniego , Yannis Manios , Jim I Mann , Fariborz Mansour-Ghanaei , Enzo Manzato , Paula Margozzini , Anastasia Markaki , Oonagh Markey , Eliza Markidou Ioannidou , Pedro Marques-Vidal , Larissa Pruner Marques , Jaume Marrugat , Yves Martin-Prevel , Rosemarie Martin , Reynaldo Martorell , Eva Martos , Katharina Maruszczak , Stefano Marventano , Luis P Mascarenhas , Shariq R Masoodi , Ellisiv B Mathiesen , Prashant Mathur , Alicia Matijasevich , Tandi E Matsha , Christina Mavrogianni , Artur Mazur , Jean Claude N Mbanya , Shelly R McFarlane , Stephen T McGarvey , Martin McKee , Stela McLachlan , Rachael M McLean , Scott B McLean , Breige A McNulty , Sounnia Mediene Benchekor , Jurate Medzioniene , Parinaz Mehdipour , Kirsten Mehlig , Amir Houshang Mehrparvar , Aline Meirhaeghe , Jørgen Meisfjord , Christa Meisinger , Ana Maria B Menezes , Geetha R Menon , Gert Bm Mensink , Maria Teresa Menzano , Alibek Mereke , Indrapal I Meshram , Andres Metspalu , Haakon E Meyer , Jie Mi , Kim F Michaelsen , Nathalie Michels , Kairit Mikkel , Karolina Milkowska , Jody C Miller , Cláudia S Minderico , G K Mini , Juan Francisco Miquel , Mohammad Reza Mirjalili , Daphne Mirkopoulou , Erkin Mirrakhimov , Marjeta Mišigoj-Durakovic , Antonio Mistretta , Veronica Mocanu , Pietro A Modesti , Sahar Saeedi Moghaddam , Bahram Mohajer , Mostafa K Mohamed , Shukri F Mohamed , Kazem Mohammad , Zahra Mohammadi , Noushin Mohammadifard , Reza Mohammadpourhodki , Viswanathan Mohan , Salim Mohanna , Muhammad Fadhli Mohd Yusoff , Iraj Mohebbi , Farnam Mohebi , Marie Moitry , Drude Molbo , Line T Møllehave , Niels C Møller , Dénes Molnár , Amirabbas Momenan , Charles K Mondo , Michele Monroy-Valle , Eric Monterrubio-Flores , Kotsedi Daniel K Monyeki , Jin Soo Moon , Mahmood Moosazadeh , Leila B Moreira , Alain Morejon , Luis A Moreno , Karen Morgan , Suzanne N Morin , Erik Lykke Mortensen , George Moschonis , Malgorzata Mossakowska , Aya Mostafa , Anabela Mota-Pinto , Jorge Mota , Mohammad Esmaeel Motlagh , Jorge Motta , Marcos André Moura-Dos-Santos , Malay K Mridha , Kelias P Msyamboza , Thet Thet Mu , Magdalena Muc , Boban Mugoša , Maria L Muiesan , Parvina Mukhtorova , Martina Müller-Nurasyid , Neil Murphy , Jaakko Mursu , Elaine M Murtagh , Kamarul Imran Musa , Sanja Music Milanovic , Vera Musil , Norlaila Mustafa , Iraj Nabipour , Shohreh Naderimagham , Gabriele Nagel , Balkish M Naidu , Farid Najafi , Harunobu Nakamura , Jana Námešná , Ei Ei K Nang , Vinay B Nangia , Martin Nankap , Sameer Narake , Paola Nardone , Matthias Nauck , William A Neal , Azim Nejatizadeh , Chandini Nekkantti , Keiu Nelis , Liis Nelis , Ilona Nenko , Martin Neovius , Flavio Nervi , Chung T Nguyen , Nguyen D Nguyen , Quang Ngoc Nguyen , Ramfis E Nieto-Martínez , Yury P Nikitin , Guang Ning , Toshiharu Ninomiya , Sania Nishtar , Marianna Noale , Oscar A Noboa , Helena Nogueira , Teresa Norat , Maria Nordendahl , Børge G Nordestgaard , Davide Noto , Natalia Nowak-Szczepanska , Mohannad Al Nsour , Irfan Nuhoglu , Eha Nurk , Terence W O'Neill , Dermot O'Reilly , Galina Obreja , Caleb Ochimana , Angélica M Ochoa-Avilés , Eiji Oda , Kyungwon Oh , Kumiko Ohara , Claes Ohlsson , Ryutaro Ohtsuka , Örn Olafsson , Maria Teresa A Olinto , Isabel O Oliveira , Mohd Azahadi Omar , Altan Onat , Sok King Ong , Lariane M Ono , Pedro Ordunez , Rui Ornelas , Ana P Ortiz , Pedro J Ortiz , Merete Osler , Clive Osmond , Sergej M Ostojic , Afshin Ostovar , Johanna A Otero , Kim Overvad , Ellis Owusu-Dabo , Fred Michel Paccaud , Cristina Padez , Ioannis Pagkalos , Elena Pahomova , Karina Mary de Paiva , Andrzej Pajak , Domenico Palli , Alberto Palloni , Luigi Palmieri , Wen-Harn Pan , Songhomitra Panda-Jonas , Arvind Pandey , Francesco Panza , Dimitrios Papandreou , Soon-Woo Park , Suyeon Park , Winsome R Parnell , Mahboubeh Parsaeian , Ionela M Pascanu , Patrick Pasquet , Nikhil D Patel , Ivan Pecin , Mangesh S Pednekar , Nasheeta Peer , Gao Pei , Sergio Viana Peixoto , Markku Peltonen , Alexandre C Pereira , Marco A Peres , Napoleón Pérez-Farinós , Cynthia M Pérez , Valentina Peterkova , Annette Peters , Astrid Petersmann , Janina Petkeviciene , Ausra Petrauskiene , Emanuela Pettenuzzo , Niloofar Peykari , Son Thai Pham , Rafael N Pichardo , Daniela Pierannunzio , Iris Pigeot , Hynek Pikhart , Aida Pilav , Lorenza Pilotto , Francesco Pistelli , Freda Pitakaka , Aleksandra Piwonska , Andreia N Pizarro , Pedro Plans-Rubió , Bee Koon Poh , Hermann Pohlabeln , Raluca M Pop , Stevo R Popovic , Miquel Porta , Georg Posch , Anil Poudyal , Dimitrios Poulimeneas , Hamed Pouraram , Farhad Pourfarzi , Akram Pourshams , Hossein Poustchi , Rajendra Pradeepa , Alison J Price , Jacqueline F Price , Rui Providencia , Jardena J Puder , Iveta Pudule , Soile E Puhakka , Maria Puiu , Margus Punab , Radwan F Qasrawi , Mostafa Qorbani , Tran Quoc Bao , Ivana Radic , Ricardas Radisauskas , Salar Rahimikazerooni , Mahfuzar Rahman , Mahmudur Rahman , Olli Raitakari , Manu Raj , Ellina Rakhimova , Sherali Rakhmatulloev , Ivo Rakovac , Sudha Ramachandra Rao , Ambady Ramachandran , Jacqueline Ramke , Elisabete Ramos , Rafel Ramos , Lekhraj Rampal , Sanjay Rampal , Vayia Rarra , Ramon A Rascon-Pacheco , Mette Rasmussen , Cassiano Ricardo Rech , Josep Redon , Paul Ferdinand M Reganit , Valéria Regecová , Luis Revilla , Abbas Rezaianzadeh , Lourdes Ribas-Barba , Robespierre Ribeiro , Elio Riboli , Adrian Richter , Fernando Rigo , Natascia Rinaldo , Tobias F Rinke de Wit , Ana Rito , Raphael M Ritti-Dias , Juan A Rivera , Cynthia Robitaille , Romana Roccaldo , Daniela Rodrigues , Fernando Rodríguez-Artalejo , María Del Cristo Rodriguez-Perez , Laura A Rodríguez-Villamizar , Ulla Roggenbuck , Rosalba Rojas-Martinez , Nipa Rojroongwasinkul , Dora Romaguera , Elisabetta L Romeo , Rafaela V Rosario , Annika Rosengren , Ian Rouse , Joel Gr Roy , Adolfo Rubinstein , Frank J Rühli , Jean-Bernard Ruidavets , Blanca Sandra Ruiz-Betancourt , Maria Ruiz-Castell , Emma Ruiz Moreno , Iuliia A Rusakova , Kenisha Russell Jonsson , Paola Russo , Petra Rust , Marcin Rutkowski , Charumathi Sabanayagam , Elena Sacchini , Harshpal S Sachdev , Alireza Sadjadi , Ali Reza Safarpour , Saeid Safiri , Nader Saki , Benoit Salanave , Eduardo Salazar Martinez , Diego Salmerón , Veikko Salomaa , Jukka T Salonen , Massimo Salvetti , Margarita Samoutian , Jose Sánchez-Abanto , Sandjaja , Susana Sans , Loreto Santa Marina , Diana A Santos , Ina S Santos , Lèlita C Santos , Maria Paula Santos , Osvaldo Santos , Rute Santos , Sara Santos Sanz , Jouko L Saramies , Luis B Sardinha , Nizal Sarrafzadegan , Thirunavukkarasu Sathish , Kai-Uwe Saum , Savvas Savva , Mathilde Savy , Norie Sawada , Mariana Sbaraini , Marcia Scazufca , Beatriz D Schaan , Angelika Schaffrath Rosario , Herman Schargrodsky , Anja Schienkiewitz , Sabine Schipf , Carsten O Schmidt , Ida Maria Schmidt , Peter Schnohr , Ben Schöttker , Sara Schramm , Stine Schramm , Helmut Schröder , Constance Schultsz , Aletta E Schutte , Aye Aye Sein , Rusidah Selamat , Vedrana Sember , Abhijit Sen , Idowu O Senbanjo , Sadaf G Sepanlou , Victor Sequera , Luis Serra-Majem , Jennifer Servais , Ludmila Ševcíková , Svetlana A Shalnova , Teresa Shamah-Levy , Morteza Shamshirgaran , Coimbatore Subramaniam Shanthirani , Maryam Sharafkhah , Sanjib K Sharma , Jonathan E Shaw , Amaneh Shayanrad , Ali Akbar Shayesteh , Lela Shengelia , Zumin Shi , Kenji Shibuya , Hana Shimizu-Furusawa , Dong Wook Shin , Majid Shirani , Rahman Shiri , Namuna Shrestha , Khairil Si-Ramlee , Alfonso Siani , Rosalynn Siantar , Abla M Sibai , Antonio M Silva , Diego Augusto Santos Silva , Mary Simon , Judith Simons , Leon A Simons , Agneta Sjöberg , Michael Sjöström , Gry Skodje , Jolanta Slowikowska-Hilczer , Przemyslaw Slusarczyk , Liam Smeeth , Hung-Kwan So , Fernanda Cunha Soares , Grzegorz Sobek , Eugène Sobngwi , Morten Sodemann , Stefan Söderberg , Moesijanti Ye Soekatri , Agustinus Soemantri , Reecha Sofat , Vincenzo Solfrizzi , Mohammad Hossein Somi , Emily Sonestedt , Yi Song , Thorkild Ia Sørensen , Elin P Sørgjerd , Charles Sossa Jérome , Victoria E Soto-Rojas , Aïcha Soumaré , Slavica Sovic , Bente Sparboe-Nilsen , Karen Sparrenberger , Angela Spinelli , Igor Spiroski , Jan A Staessen , Hanspeter Stamm , Maria G Stathopoulou , Kaspar Staub , Bill Stavreski , Jostein Steene-Johannessen , Peter Stehle , Aryeh D Stein , George S Stergiou , Jochanan Stessman , Ranko Stevanovic , Jutta Stieber , Doris Stöckl , Tanja Stocks , Jakub Stokwiszewski , Ekaterina Stoyanova , Gareth Stratton , Karien Stronks , Maria Wany Strufaldi , Lela Sturua , Ramón Suárez-Medina , Machi Suka , Chien-An Sun , Johan Sundström , Yn-Tz Sung , Jordi Sunyer , Paibul Suriyawongpaisal , Boyd A Swinburn , Rody G Sy , Holly E Syddall , René Charles Sylva , Moyses Szklo , Lucjan Szponar , E Shyong Tai , Mari-Liis Tammesoo , Abdonas Tamosiunas , Eng Joo Tan , Xun Tang , Maya Tanrygulyyeva , Frank Tanser , Yong Tao , Mohammed Rasoul Tarawneh , Jakob Tarp , Carolina B Tarqui-Mamani , Radka Taxová Braunerová , Anne Taylor , Julie Taylor , Félicité Tchibindat , William R Tebar , Grethe S Tell , Tania Tello , Yih Chung Tham , K R Thankappan , Holger Theobald , Xenophon Theodoridis , Lutgarde Thijs , Nihal Thomas , Betina H Thuesen , Lubica Tichá , Erik J Timmermans , Anne Tjonneland , Hanna K Tolonen , Janne S Tolstrup , Murat Topbas , Roman Topór-Madry , Liv Elin Torheim , María José Tormo , Michael J Tornaritis , Maties Torrent , Laura Torres-Collado , Stefania Toselli , Giota Touloumi , Pierre Traissac , Thi Tuyet-Hanh Tran , Dimitrios Trichopoulos , Antonia Trichopoulou , Oanh Th Trinh , Atul Trivedi , Lechaba Tshepo , Maria Tsigga , Shoichiro Tsugane , Azaliia M Tuliakova , Marshall K Tulloch-Reid , Fikru Tullu , Tomi-Pekka Tuomainen , Jaakko Tuomilehto , Maria L Turley , Gilad Twig , Per Tynelius , Themistoklis Tzotzas , Christophe Tzourio , Peter Ueda , Eunice Ugel , Flora Am Ukoli , Hanno Ulmer , Belgin Unal , Zhamyila Usupova , Hannu Mt Uusitalo , Nalan Uysal , Justina Vaitkeviciute , Gonzalo Valdivia , Susana Vale , Damaskini Valvi , Rob M van Dam , Johan Van der Heyden , Yvonne T van der Schouw , Koen Van Herck , Hoang Van Minh , Natasja M 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Weghuber , Wenbin Wei , Aneta Weres , Bo Werner , Peter H Whincup , Kurt Widhalm , Indah S Widyahening , Andrzej Wiecek , Rainford J Wilks , Johann Willeit , Peter Willeit , Julianne Williams , Tom Wilsgaard , Bogdan Wojtyniak , Roy A Wong-McClure , Andrew Wong , Jyh Eiin Wong , Tien Yin Wong , Jean Woo , Mark Woodward , Frederick C Wu , Jianfeng Wu , Li Juan Wu , Shouling Wu , Haiquan Xu , Liang Xu , Nor Azwany Yaacob , Uruwan Yamborisut , Weili Yan , Ling Yang , Xiaoguang Yang , Yang Yang , Nazan Yardim , Mehdi Yaseri , Tabara Yasuharu , Xingwang Ye , Panayiotis K Yiallouros , Moein Yoosefi , Akihiro Yoshihara , Qi Sheng You , San-Lin You , Novie O Younger-Coleman , Safiah Md Yusof , Ahmad Faudzi Yusoff , Luciana Zaccagni , Vassilis Zafiropulos , Ahmad A Zainuddin , Seyed Rasoul Zakavi , Farhad Zamani , Sabina Zambon , Antonis Zampelas , Hana Zamrazilová , Maria Elisa Zapata , Abdul Hamid Zargar , Ko Ko Zaw , Tomasz Zdrojewski , Kristyna Zejglicova , Tajana Zeljkovic Vrkic , Yi Zeng 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Lundqvist, Robert, Lunet, Nuno, Lunogelo, Charle, Lustigová, Michala, Łuszczki, Edyta, Ma, Guansheng, Ma, Jun, Ma, Xu, Machado-Coelho, George LL, Machado-Rodrigues, Aristides M, Macieira, Luisa M, Madar, Ahmed A, Maggi, Stefania, Magliano, Dianna J, Magnacca, Sara, Magriplis, Emmanuella, Mahasampath, Gowri, Maire, Bernard, Majer, Marjeta, Makdisse, Marcia, Mäki, Päivi, Malekzadeh, Fatemeh, Malekzadeh, Reza, Malhotra, Rahul, Rao, Kodavanti Mallikharjuna, Malyutina, Sofia K, Maniego, Lynell V, Manios, Yanni, Mann, Jim I, Mansour-Ghanaei, Fariborz, Manzato, Enzo, Margozzini, Paula, Markaki, Anastasia, Markey, Oonagh, Ioannidou, Eliza Markidou, Marques-Vidal, Pedro, Marques, Larissa Pruner, Marrugat, Jaume, Martin-Prevel, Yve, Martin, Rosemarie, Martorell, Reynaldo, Martos, Eva, Maruszczak, Katharina, Marventano, Stefano, Mascarenhas, Luis P, Masoodi, Shariq R, Mathiesen, Ellisiv B, Mathur, Prashant, Matijasevich, Alicia, Matsha, Tandi E, Mavrogianni, Christina, Mazur, Artur, Mbanya, Jean Claude N, McFarlane, Shelly R, McGarvey, Stephen T, McKee, Martin, McLachlan, Stela, McLean, Rachael M, McLean, Scott B, McNulty, Breige A, Benchekor, Sounnia Mediene, Medzioniene, Jurate, Mehdipour, Parinaz, Mehlig, Kirsten, Mehrparvar, Amir Houshang, Meirhaeghe, Aline, Meisfjord, Jørgen, Meisinger, Christa, Menezes, Ana Maria B, Menon, Geetha R, Mensink, Gert BM, Menzano, Maria Teresa, Mereke, Alibek, Meshram, Indrapal I, Metspalu, Andre, Meyer, Haakon E, Mi, Jie, Michaelsen, Kim F, Michels, Nathalie, Mikkel, Kairit, Milkowska, Karolina, Miller, Jody C, Minderico, Cláudia S, Mini, GK, Miquel, Juan Francisco, Mirjalili, Mohammad Reza, Mirkopoulou, Daphne, Mirrakhimov, Erkin, Mišigoj-Durakovic, Marjeta, Mistretta, Antonio, Mocanu, Veronica, Modesti, Pietro A, Moghaddam, Sahar Saeedi, Mohajer, Bahram, Mohamed, Mostafa K, Mohamed, Shukri F, Mohammad, Kazem, Mohammadi, Zahra, Mohammadifard, Noushin, Mohammadpourhodki, Reza, Mohan, Viswanathan, Mohanna, Salim, Yusoff, Muhammad Fadhli Mohd, Mohebbi, Iraj, Mohebi, Farnam, Moitry, Marie, Molbo, Drude, Møllehave, Line T, Møller, Niels C, Molnár, Déne, Momenan, Amirabba, Mondo, Charles K, Monroy-Valle, Michele, Monterrubio-Flores, Eric, Monyeki, Kotsedi Daniel K, Moon, Jin Soo, Moosazadeh, Mahmood, Moreira, Leila B, Morejon, Alain, Moreno, Luis A, Morgan, Karen, Morin, Suzanne N, Mortensen, Erik Lykke, Moschonis, George, Mossakowska, Malgorzata, Mostafa, Aya, Mota-Pinto, Anabela, Mota, Jorge, Motlagh, Mohammad Esmaeel, Motta, Jorge, Moura-dos-Santos, Marcos André, Mridha, Malay K, Msyamboza, Kelias P, Mu, Thet Thet, Muc, Magdalena, Mugoša, Boban, Muiesan, Maria L, Mukhtorova, Parvina, Müller-Nurasyid, Martina, Murphy, Neil, Mursu, Jaakko, Murtagh, Elaine M, Musa, Kamarul Imran, Milanovic, Sanja Music, Musil, Vera, Mustafa, Norlaila, Nabipour, Iraj, Naderimagham, Shohreh, Nagel, Gabriele, Naidu, Balkish M, Najafi, Farid, Nakamura, Harunobu, Námešná, Jana, Ei K Nang, Ei, Nangia, Vinay B, Nankap, Martin, Narake, Sameer, Nardone, Paola, Nauck, Matthia, Neal, William A, Nejatizadeh, Azim, Nekkantti, Chandini, Nelis, Keiu, Nelis, Lii, Nenko, Ilona, Neovius, Martin, Nervi, Flavio, Nguyen, Chung T, Nguyen, Nguyen D, Nguyen, Quang Ngoc, Nieto-Martínez, Ramfis E, Nikitin, Yury P, Ning, Guang, Ninomiya, Toshiharu, Nishtar, Sania, Noale, Marianna, Noboa, Oscar A, Nogueira, Helena, Norat, Teresa, Nordendahl, Maria, Nordestgaard, Børge G, Noto, Davide, Nowak-Szczepanska, Natalia, Al Nsour, Mohannad, Nuhoglu, Irfan, Nurk, Eha, O'Neill, Terence W, O'Reilly, Dermot, Obreja, Galina, Ochimana, Caleb, Ochoa-Avilés, Angélica M, Oda, Eiji, Oh, Kyungwon, Ohara, Kumiko, Ohlsson, Clae, Ohtsuka, Ryutaro, Olafsson, Örn, Olinto, Maria Teresa A, Oliveira, Isabel O, Omar, Mohd Azahadi, Onat, Altan, Ong, Sok King, Ono, Lariane M, Ordunez, Pedro, Ornelas, Rui, Ortiz, Ana P, Ortiz, Pedro J, Osler, Merete, Osmond, Clive, Ostojic, Sergej M, Ostovar, Afshin, Otero, Johanna A, Overvad, Kim, Owusu-Dabo, Elli, Paccaud, Fred Michel, Padez, Cristina, Pagkalos, Ioanni, Pahomova, Elena, de Paiva, Karina Mary, Pajak, Andrzej, Palli, Domenico, Palloni, Alberto, Palmieri, Luigi, Pan, Wen-Harn, Panda-Jonas, Songhomitra, Pandey, Arvind, Panza, Francesco, Papandreou, Dimitrio, Park, Soon-Woo, Park, Suyeon, Parnell, Winsome R, Parsaeian, Mahboubeh, Pascanu, Ionela M, Pasquet, Patrick, Patel, Nikhil D, Pecin, Ivan, Pednekar, Mangesh S, Peer, Nasheeta, Pei, Gao, Peixoto, Sergio Viana, Peltonen, Markku, Pereira, Alexandre C, Peres, Marco A, Pérez-Farinós, Napoleón, Pérez, Cynthia M, Peterkova, Valentina, Peters, Annette, Petersmann, Astrid, Petkeviciene, Janina, Petrauskiene, Ausra, Pettenuzzo, Emanuela, Peykari, Niloofar, Pham, Son Thai, Pichardo, Rafael N, Pierannunzio, Daniela, Pigeot, Iri, Pikhart, Hynek, Pilav, Aida, Pilotto, Lorenza, Pistelli, Francesco, Pitakaka, Freda, Piwonska, Aleksandra, Pizarro, Andreia N, Plans-Rubió, Pedro, Poh, Bee Koon, Pohlabeln, Hermann, Pop, Raluca M, Popovic, Stevo R, Porta, Miquel, Posch, Georg, Poudyal, Anil, Poulimeneas, Dimitrio, Pouraram, Hamed, Pourfarzi, Farhad, Pourshams, Akram, Poustchi, Hossein, Pradeepa, Rajendra, Price, Alison J, Price, Jacqueline F, Providencia, Rui, Puder, Jardena J, Pudule, Iveta, Puhakka, Soile E, Puiu, Maria, Punab, Margu, Qasrawi, Radwan F, Qorbani, Mostafa, Bao, Tran Quoc, Radic, Ivana, Radisauskas, Ricarda, Rahimikazerooni, Salar, Rahman, Mahfuzar, Rahman, Mahmudur, Raitakari, Olli, Raj, Manu, Rakhimova, Ellina, Rakhmatulloev, Sherali, Rakovac, Ivo, Rao, Sudha Ramachandra, Ramachandran, Ambady, Ramke, Jacqueline, Ramos, Elisabete, Ramos, Rafel, Rampal, Lekhraj, Rampal, Sanjay, Rarra, Vayia, Rascon-Pacheco, Ramon A, Rasmussen, Mette, Rech, Cassiano Ricardo, Redon, Josep, Reganit, Paul Ferdinand M, Regecová, Valéria, Revilla, Lui, Rezaianzadeh, Abba, Ribas-Barba, Lourde, Ribeiro, Robespierre, Riboli, Elio, Richter, Adrian, Rigo, Fernando, Rinaldo, Natascia, de Wit, Tobias F Rinke, Rito, Ana, Ritti-Dias, Raphael M, Rivera, Juan A, Robitaille, Cynthia, Roccaldo, Romana, Rodrigues, Daniela, Rodríguez-Artalejo, Fernando, del Cristo Rodriguez-Perez, María, Rodríguez-Villamizar, Laura A, Roggenbuck, Ulla, Rojas-Martinez, Rosalba, Rojroongwasinkul, Nipa, Romaguera, Dora, Romeo, Elisabetta L, Rosario, Rafaela V, Rosengren, Annika, Rouse, Ian, Roy, Joel GR, Rubinstein, Adolfo, Rühli, Frank J, Ruidavets, Jean-Bernard, Ruiz-Betancourt, Blanca Sandra, Ruiz-Castell, Maria, Moreno, Emma Ruiz, Rusakova, Iuliia A, Jonsson, Kenisha Russell, Russo, Paola, Rust, Petra, Rutkowski, Marcin, Sabanayagam, Charumathi, Sacchini, Elena, Sachdev, Harshpal S, Sadjadi, Alireza, Safarpour, Ali Reza, Safiri, Saeid, Saki, Nader, Salanave, Benoit, Martinez, Eduardo Salazar, Salmerón, Diego, Salomaa, Veikko, Salonen, Jukka T, Salvetti, Massimo, Samoutian, Margarita, Sánchez-Abanto, Jose, Sandjaja, null, Sans, Susana, Marina, Loreto Santa, Santos, Diana A, Santos, Ina S, Santos, Lèlita C, Santos, Maria Paula, Santos, Osvaldo, Santos, Rute, Sanz, Sara Santo, Saramies, Jouko L, Sardinha, Luis B, Sarrafzadegan, Nizal, Sathish, Thirunavukkarasu, Saum, Kai-Uwe, Savva, Savva, Savy, Mathilde, Sawada, Norie, Sbaraini, Mariana, Scazufca, Marcia, Schaan, Beatriz D, Rosario, Angelika Schaffrath, Schargrodsky, Herman, Schienkiewitz, Anja, Schipf, Sabine, Schmidt, Carsten O, Schmidt, Ida Maria, Schnohr, Peter, Schöttker, Ben, Schramm, Sara, Schramm, Stine, Schröder, Helmut, Schultsz, Constance, Schutte, Aletta E, Sein, Aye Aye, Selamat, Rusidah, Sember, Vedrana, Sen, Abhijit, Senbanjo, Idowu O, Sepanlou, Sadaf G, Sequera, Victor, Serra-Majem, Lui, Servais, Jennifer, Ševcíková, Ludmila, Shalnova, Svetlana A, Shamah-Levy, Teresa, Shamshirgaran, Morteza, Shanthirani, Coimbatore Subramaniam, Sharafkhah, Maryam, Sharma, Sanjib K, Shaw, Jonathan E, Shayanrad, Amaneh, Shayesteh, Ali Akbar, Shengelia, Lela, Shi, Zumin, Shibuya, Kenji, Shimizu-Furusawa, Hana, Shin, Dong Wook, Shirani, Majid, Shiri, Rahman, Shrestha, Namuna, Si-Ramlee, Khairil, Siani, Alfonso, Siantar, Rosalynn, Sibai, Abla M, Silva, Antonio M, Silva, Diego Augusto Santo, Simon, Mary, Simons, Judith, Simons, Leon A, Sjöberg, Agneta, Sjöström, Michael, Skodje, Gry, Slowikowska-Hilczer, Jolanta, Slusarczyk, Przemyslaw, Smeeth, Liam, So, Hung-Kwan, Soares, Fernanda Cunha, Sobek, Grzegorz, Sobngwi, Eugène, Sodemann, Morten, Söderberg, Stefan, Soekatri, Moesijanti YE, Soemantri, Agustinu, Sofat, Reecha, Solfrizzi, Vincenzo, Somi, Mohammad Hossein, Sonestedt, Emily, Song, Yi, Sørensen, Thorkild IA, Sørgjerd, Elin P, Jérome, Charles Sossa, Soto-Rojas, Victoria E, Soumaré, Aïcha, Sovic, Slavica, Sparboe-Nilsen, Bente, Sparrenberger, Karen, Spinelli, Angela, Spiroski, Igor, Staessen, Jan A, Stamm, Hanspeter, Stathopoulou, Maria G, Staub, Kaspar, Stavreski, Bill, Steene-Johannessen, Jostein, Stehle, Peter, Stein, Aryeh D, Stergiou, George S, Stessman, Jochanan, Stevanovic, Ranko, Stieber, Jutta, Stöckl, Dori, Stocks, Tanja, Stokwiszewski, Jakub, Stoyanova, Ekaterina, Stratton, Gareth, Stronks, Karien, Strufaldi, Maria Wany, Sturua, Lela, Suárez-Medina, Ramón, Suka, Machi, Sun, Chien-An, Sundström, Johan, Sung, Yn-Tz, Sunyer, Jordi, Suriyawongpaisal, Paibul, Swinburn, Boyd A, Sy, Rody G, Syddall, Holly E, Sylva, René Charle, Szklo, Moyse, Szponar, Lucjan, Tai, E Shyong, Tammesoo, Mari-Lii, Tamosiunas, Abdona, Tan, Eng Joo, Tang, Xun, Tanrygulyyeva, Maya, Tanser, Frank, Tao, Yong, Tarawneh, Mohammed Rasoul, Tarp, Jakob, Tarqui-Mamani, Carolina B, Braunerová, Radka Taxová, Taylor, Anne, Taylor, Julie, Tchibindat, Félicité, Tebar, William R, Tell, Grethe S, Tello, Tania, Tham, Yih Chung, Thankappan, KR, Theobald, Holger, Theodoridis, Xenophon, Thijs, Lutgarde, Thomas, Nihal, Thuesen, Betina H, Tichá, Lubica, Timmermans, Erik J, Tjonneland, Anne, Tolonen, Hanna K, Tolstrup, Janne S, Topbas, Murat, Topór-Madry, Roman, Torheim, Liv Elin, Tormo, María José, Tornaritis, Michael J, Torrent, Matie, Torres-Collado, Laura, Toselli, Stefania, Touloumi, Giota, Traissac, Pierre, Tran, Thi Tuyet-Hanh, Trichopoulos, Dimitrio, Trichopoulou, Antonia, Trinh, Oanh TH, Trivedi, Atul, Tshepo, Lechaba, Tsigga, Maria, Tsugane, Shoichiro, Tuliakova, Azaliia M, Tulloch-Reid, Marshall K, Tullu, Fikru, Tuomainen, Tomi-Pekka, Tuomilehto, Jaakko, Turley, Maria L, Twig, Gilad, Tynelius, Per, Tzotzas, Themistokli, Tzourio, Christophe, Ueda, Peter, Ugel, Eunice, Ukoli, Flora AM, Ulmer, Hanno, Unal, Belgin, Usupova, Zhamyila, Uusitalo, Hannu MT, Uysal, Nalan, Vaitkeviciute, Justina, Valdivia, Gonzalo, Vale, Susana, Valvi, Damaskini, van Dam, Rob M, Van der Heyden, Johan, van der Schouw, Yvonne T, Van Herck, Koen, Van Minh, Hoang, Van Schoor, Natasja M, van Valkengoed, Irene GM, Vanderschueren, Dirk, Vanuzzo, Diego, Varbo, Anette, Varela-Moreiras, Gregorio, Varona-Pérez, Patricia, Vasan, Senthil K, Vega, Toma, Veidebaum, Tooma, Velasquez-Melendez, Gustavo, Velika, Biruta, Veronesi, Giovanni, Verschuren, WM Monique, Victora, Cesar G, Viegi, Giovanni, Viet, Lucie, Villalpando, Salvador, Vineis, Paolo, Vioque, Jesu, Virtanen, Jyrki K, Visser, Marjolein, Visvikis-Siest, Sophie, Viswanathan, Bharathi, Vladulescu, Mihaela, Vlasoff, Tiina, Vocanec, Dorja, Vollenweider, Peter, Völzke, Henry, Voutilainen, Ari, Voutilainen, Sari, Vrijheid, Martine, Vrijkotte, Tanja GM, Wade, Alisha N, Wagner, Aline, Waldhör, Thoma, Walton, Janette, Wambiya, Elvis OA, Bebakar, Wan Mohamad Wan, Mohamud, Wan Nazaimoon Wan, de Souza Wanderley Júnior, Rildo, Wang, Ming-Dong, Wang, Ningli, Wang, Qian, Wang, Xiangjun, Wang, Ya Xing, Wang, Ying-Wei, Wannamethee, S Goya, Wareham, Nichola, Weber, Adelheid, Wedderkopp, Niel, Weerasekera, Deepa, Weghuber, Daniel, Wei, Wenbin, Weres, Aneta, Werner, Bo, Whincup, Peter H, Widhalm, Kurt, Widyahening, Indah S, Wiecek, Andrzej, Wilks, Rainford J, Willeit, Johann, Willeit, Peter, Williams, Julianne, Wilsgaard, Tom, Wojtyniak, Bogdan, Wong-McClure, Roy A, Wong, Andrew, Wong, Jyh Eiin, Wong, Tien Yin, Woo, Jean, Woodward, Mark, Wu, Frederick C, Wu, Jianfeng, Wu, Li Juan, Wu, Shouling, Xu, Haiquan, Xu, Liang, Yaacob, Nor Azwany, Yamborisut, Uruwan, Yan, Weili, Yang, Ling, Yang, Xiaoguang, Yang, Yang, Yardim, Nazan, Yaseri, Mehdi, Yasuharu, Tabara, Ye, Xingwang, Yiallouros, Panayiotis K, Yoosefi, Moein, Yoshihara, Akihiro, You, Qi Sheng, You, San-Lin, Younger-Coleman, Novie O, Md Yusof, Safiah, Yusoff, Ahmad Faudzi, Zaccagni, Luciana, Zafiropulos, Vassili, Zainuddin, Ahmad A, Zakavi, Seyed Rasoul, Zamani, Farhad, Zambon, Sabina, Zampelas, Antoni, Zamrazilová, Hana, Zapata, Maria Elisa, Zargar, Abdul Hamid, Ko Zaw, Ko, Zdrojewski, Tomasz, Zejglicova, Kristyna, Vrkic, Tajana Zeljkovic, Zeng, Yi, Zhang, Luxia, Zhang, Zhen-Yu, Zhao, Dong, Zhao, Ming-Hui, Zhao, Wenhua, Zhen, Shiqi, Zheng, Wei, Zheng, Yingfeng, Zholdin, Bekbolat, Zhou, Maigeng, Zhu, Dan, Zins, Marie, Zitt, Emanuel, Zocalo, Yanina, Cisneros, Julio Zuñiga, Zuziak, Monika, Ezzati, Majid, Filippi, Sarah, Cohortes épidémiologiques en population (CONSTANCES), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Université Paris Cité (UPCité), Université Paris Cité (UPCité), Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Centre International de Hautes Études Agronomiques Méditerranéennes (CIHEAM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro - Montpellier SupAgro, and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)
Subjects: Population -- Health aspects, Leanness, Baixo peso/Underweight, none, Double burden, alipainoisuus, tulotaso, global health, systematic analysis, Sedentary behaviors, RC1200, Prospective associations, 0302 clinical medicine, underweight, nälänhätä, Biology (General), skin and connective tissue diseases, Children, ComputingMilieux_MISCELLANEOUS, Body mass index, Human Nutrition & Health, education.field_of_study, Humane Voeding & Gezondheid, ylipaino, General Medicine, kansainvälinen vertailu, 3. Good health, World health, Medicine, A100 Pre-clinical Medicine, Population distribution, medicine.medical_specialty, QH301-705.5, Science, Socio-culturale, Nursing, Social sciences, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, Thinness, SDG 3 - Good Health and Well-being, BMI, epidemiology, obesity, None, Humans, Obesidade/Obesity, SDG 2 - Zero Hunger, education, VLAG, US adults, Omvårdnad, body mass index, malnutrition, obesity, underweight, nutritional and metabolic diseases, medicine.disease, terveellisyys, Obesity, Faculdade de Ciências Sociais, Body Mass Index, Prevalence, Risk Factors, General Biochemistry, WIAS, lihavuus, RA, Demography, N.A, double burden, Settore MED/09 - Medicina Interna, alueelliset erot, Nutrition and Disease, Animal Nutrition, [SDV]Life Sciences [q-bio], Medizin, 030204 cardiovascular system & hematology, 0601 Biochemistry and Cell Biology, Change distribution of body mass index, RA0421, Voeding en Ziekte, Epidemiology, Medicine and Health Sciences, Global health, Índice de massa corporal/Body Mass Index, 030212 general & internal medicine, Underweight, painoindeksi, 2. Zero hunger, General Neuroscience, aliravitsemus, elintarvikkeet, health, Public Health, Global Health, Social Medicine and Epidemiology, Diervoeding, 3142 Public health care science, environmental and occupational health, purl.org/pe-repo/ocde/ford#3.01.03 [https], Chinese adults, pooled analysis, medicine.symptom, Diet quality, B120 Physiology, Research Article, trends, purl.org/pe-repo/ocde/ford#1.06.03 [https], prevalence, Population, Mothers, Genetics and Molecular Biology, 3121 Internal medicine, medicine, Life Science, ddc:610, 3125 Otorhinolaryngology, ophthalmology, kehonkoostumus, Nutrition, Australian adults, General Immunology and Microbiology, purl.org/pe-repo/ocde/ford#3.01.04 [https], Ciências sociais, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Malnutrition, Epidemiology and Global Health, sense organs, Estilos de Vida e Impacto na Saúde
Abstract: From 1985 to 2016, the prevalence of underweight decreased, and that of obesity and severe obesity increased, in most regions, with significant variation in the magnitude of these changes across regions. We investigated how much change in mean body mass index (BMI) explains changes in the prevalence of underweight, obesity, and severe obesity in different regions using data from 2896 population-based studies with 187 million participants. Changes in the prevalence of underweight and total obesity, and to a lesser extent severe obesity, are largely driven by shifts in the distribution of BMI, with smaller contributions from changes in the shape of the distribution. In East and Southeast Asia and sub-Saharan Africa, the underweight tail of the BMI distribution was left behind as the distribution shifted. There is a need for policies that address all forms of malnutrition by making healthy foods accessible and affordable, while restricting unhealthy foods through fiscal and regulatory restrictions., Wellcome Trust, Medical Research Council, peer-reviewed
Published: 2021
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41. Life-course Exposure to Perfluoroalkyl Substances in Relation to Markers of Glucose Homeostasis in Early Adulthood

Author: Kurt Højlund, Philippe Grandjean, Damaskini Valvi, Brent A. Coull, Flemming Nielsen, and Pal Weihe
Subjects: Blood Glucose, Male, Endocrinology, Diabetes and Metabolism, Clinical Biochemistry, Type 2 diabetes, 010501 environmental sciences, 01 natural sciences, Biochemistry, chemistry.chemical_compound, Endocrinology, insulin resistance, Insulin-Secreting Cells, Glucose homeostasis, Young adult, Child, Generalized estimating equation, perfluoroalkyl substances, Whole blood, 0303 health sciences, Fluorocarbons, Fatty Acids, endocrine disruptors, Alkanesulfonic Acids, Life course approach, Environmental Pollutants, Female, type 2 diabetes, Caprylates, Adult, medicine.medical_specialty, Adolescent, developmental exposures, 03 medical and health sciences, Young Adult, Insulin resistance, Internal medicine, medicine, Humans, Clinical Research Articles, 030304 developmental biology, 0105 earth and related environmental sciences, business.industry, beta-cell function, Biochemistry (medical), Environmental Exposure, Glucose Tolerance Test, medicine.disease, Perfluorooctane, chemistry, Insulin Resistance, Sulfonic Acids, business, Decanoic Acids
Abstract: Objective To investigate the prospective associations of life-course perfluoroalkyl substances (PFASs) exposure with glucose homeostasis at adulthood. Methods We calculated insulin sensitivity and beta-cell function indices based on 2-h oral glucose tolerance tests at age 28 in 699 Faroese born in 1986–1987. Five major PFASs were measured in cord whole blood and in serum from ages 7, 14, 22, and 28 years. We evaluated the associations with glucose homeostasis measures by PFAS exposures at different ages using multiple informant models fitting generalized estimating equations and by life-course PFAS exposures using structural equation models. Results Associations were stronger for perfluorooctane sulfonate (PFOS) and suggested decreased insulin sensitivity and increased beta-cell function—for example, β (95% CI) for log-insulinogenic index per PFOS doubling = 0.12 (0.02, 0.22) for prenatal exposures, 0.04 (−0.10, 0.19) at age 7, 0.07 (−0.07, 0.21) at age 14, 0.05 (−0.04, 0.15) at age 22, and 0.04 (−0.03, 0.11) at age 28. Associations were consistent across ages (P for age interaction > 0.10 for all PFASs) and sex (P for sex interaction > 0.10 for all PFASs, except perfluorodecanoic acid). The overall life-course PFOS exposure was also associated with altered glucose homeostasis (P = 0.04). Associations for other life-course PFAS exposures were nonsignificant. Conclusions Life-course PFAS exposure is associated with decreased insulin sensitivity and increased pancreatic beta-cell function in young adults.
Published: 2021
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42. Exposure to Perfluoroalkyl Substances and Glucose Homeostasis in Youth

Author: Tanya L. Alderete, Zhanghua Chen, Kiros Berhane, Brittney O. Baumert, Sarah Rock, Katerina Margetaki, Xin Hu, Nikos Stratakis, Dean P. Jones, David V. Conti, Douglas I. Walker, Leda Chatzi, Michael I. Goran, Frank D. Gilliland, Jesse A. Goodrich, and Damaskini Valvi
Subjects: Male, Fluorocarbons, Adolescent, business.industry, Health, Toxicology and Mutagenesis, Research, Public Health, Environmental and Occupational Health, Physiology, Type 2 diabetes, medicine.disease, Young Adult, Glucose, Alkanesulfonic Acids, Diabetes Mellitus, Type 2, Medicine, Glucose homeostasis, Homeostasis, Humans, Environmental Pollutants, Female, business, Child
Abstract: Background: Exposure to per- and polyfluoroalkyl substances (PFAS), a prevalent class of persistent pollutants, may increase the risk of type 2 diabetes. Objective: We examined associations between PFAS exposure and glucose metabolism in youth. Methods: Overweight/obese adolescents from the Study of Latino Adolescents at Risk of Type 2 Diabetes (SOLAR; n=310) participated in annual visits for an average of 3.3±2.9y. Generalizability of findings were tested in young adults from the Southern California Children’s Health Study (CHS; n=135) who participated in a clinical visit with a similar protocol. At each visit, oral glucose tolerance tests were performed to estimate glucose metabolism and β-cell function via the insulinogenic index. Four PFAS were measured at baseline using liquid chromatography–high-resolution mass spectrometry; high levels were defined as concentrations >66th percentile. Results: In females from the SOLAR, high perfluorohexane sulfonate (PFHxS) levels (≥2.0 ng/mL) were associated with the development of dysregulated glucose metabolism beginning in late puberty. The magnitude of these associations increased postpuberty and persisted through 18 years of age. For example, postpuberty, females with high PFHxS levels had 25-mg/dL higher 60-min glucose (95% CI: 12, 39mg/dL; p
Published: 2021

43. Having your cake (mix) and eating it too: Independent, interaction, and group effects of mixtures using Bayesian Hierarchical Regression Modelling

Author: Regina Gražulevičienė, John Wright, Serena Fossati, Miriam B. Vos, Marina Vafeiadi, Erika Garcia, Sandra Andrušaitytė, Barbara Heude, Rob McConnell, Vishal Midya, L. Chatzi, Rosemary R. C. McEachan, Nerea Varo, Yinqi Zhao, Léa Maitre, Xavier Basagaña, Cathrine Thomsen, Line Småstuen Haug, Maribel Casas, Oliver Robinson, Nikos Stratakis, David V. Conti, Theano Roumeliotaki, Damaskini Valvi, and Martine Vrijheid
Subjects: Group (mathematics), Multi pollutant, Multilevel model, Bayesian probability, Statistics, Group effect, General Earth and Planetary Sciences, Analysis method, General Environmental Science, Environmental epidemiology, Mathematics
Abstract: BACKGROUND AND AIM: Mixtures analysis methods are increasingly being applied in environmental epidemiology, but current methods are often limited by either only providing a group effect or independ...
Published: 2021
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44. Metabolic signatures of youth exposure to per- and polyfluoroalkyl substances

Author: Zhanghua Chen, Jesse A. Goodrich, Damaskini Valvi, David V. Conti, Dora Cserbik, Sarah Rock, Douglas I. Walker, Tanya L. Alderete, Leda Chatzi, Frank D. Gilliland, Xin Hu, Michael I. Goran, Brittney O. Baumert, Dean P. Jones, and Kiros Berhane
Subjects: Perfluorononanoic acid, chemistry.chemical_classification, chemistry.chemical_compound, Perfluorooctane, Sulfonate, chemistry, Human exposure, Environmental chemistry, General Earth and Planetary Sciences, Sulfonic acid, Perfluorohexane, General Environmental Science
Abstract: BACKGROUND AND AIM: Human exposure to per- and polyfluoroalkyl substances (PFAS), including perfluorooctane sulfonate (PFOS), perfluorohexane sulfonic acid (PFHxS), and perfluorononanoic acid (PFNA...
Published: 2021
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45. Associations between liver PFAS concentrations and plasma extracellular miRNAs in a cohort of adolescents undergoing bariatric surgery

Author: Douglas I. Walker, Sandrah P. Eckel, Leda Chatzi, Mary L. Brandt, Stephanie Sisley, Todd M. Jenkins, Michele A. La Merrill, Rohit Kohli, Marc P. Michalsky, Damaskini Valvi, Stavra A. Xanthakos, Rob McConnell, Flemming Nielsen, Thomas H. Inge, Nikos Stratakis, Brittney O. Baumert, Haotian Wu, Justin R. Ryder, David V. Conti, Philippe Grandjean, and Andrea A. Baccarelli
Subjects: business.industry, Adverse health effect, Cohort, microRNA, Extracellular, General Earth and Planetary Sciences, Medicine, business, Bioinformatics, General Environmental Science
Abstract: BACKGROUND AND AIM: Perfluoroalkyl substances (PFAS), the “forever chemicals”, accumulate mainly in the liver and have various adverse health effects. Little is known about the mechanistic pathways...
Published: 2021
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46. Prenatal exposure to lipophilic endocrine-disrupting chemicals and liver injury in children using chemical mixture approaches

Author: Jose Urquiza, L. Chatzi, Line Småstuen Haug, Nikos Stratakis, Damaskini Valvi, David V. Conti, Xavier Basagaña, Marina Vafeiadi, Eleni Papadopoulou, Kiros Berhane, John Wright, Martine Vrijheid, Elena Colicino, Nerea Varo, Maribel Casas, Rob McConnell, Sandra Andrusaityte, Rosemary R. C. McEachan, Miriam B. Vos, Theano Roumeliotaki, Barbara Heude, Vishal Midya, Erika Garcia, Regina Grazuleviciene, and Rémy Slama
Subjects: Liver injury, business.industry, General Earth and Planetary Sciences, Medicine, Endocrine system, Physiology, business, medicine.disease, Prenatal exposure, General Environmental Science
Abstract: BACKGROUND AND AIM: Exposure to Endocrine Disrupting Chemicals (EDC) may increase liver injury, but few studies have examined these associations in children and most focused on a single chemical gr...
Published: 2021
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47. Exposure to lipophilic chemicals and glucose homeostasis in youth

Author: Michael I. Goran, Frank D. Gilliland, David V. Conti, Zhanghua Chen, Brittney O. Baumert, Kiros Berhane, Jesse A. Goodrich, Tanya L. Alderete, Leda Chatzi, Xin Hu, Dean P. Jones, Damaskini Valvi, Douglas I. Walker, and Sarah Rock
Subjects: medicine.medical_specialty, Endocrinology, Chemistry, Internal medicine, medicine, General Earth and Planetary Sciences, Glucose homeostasis, General Environmental Science
Published: 2021
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48. Exposure to perfluoroalkyl substances (PFAS) and liver injury: a systematic review and meta-analysis

Author: Nikos Stratakis, Vasilis Vasiliou, David V. Conti, Hugo R. Rosen, Damaskini Valvi, Douglas I. Walker, Todd M. Jenkins, L. Chatzi, Stavra A. Xanthakos, Sarah Rock, Rohit Kohli, Elizabeth Costello, Rob McConnell, Dora Cserbik, Sandrah P. Eckel, Stephanie Sisley, and Michele A. La Merrill
Subjects: Liver injury, business.industry, Meta-analysis, medicine, General Earth and Planetary Sciences, Bioinformatics, medicine.disease, business, General Environmental Science
Published: 2021
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49. The Metabolome: a Key Measure for Exposome Research in Epidemiology

Author: Qing Lan, Dean P. Jones, Douglas I. Walker, Damaskini Valvi, Nathaniel Rothman, and Gary W. Miller
Subjects: Exposome, Measure (data warehouse), medicine.medical_specialty, business.industry, Computer science, Clinical study design, Big data, Precision medicine, Data science, 03 medical and health sciences, 0302 clinical medicine, 030220 oncology & carcinogenesis, Epidemiology, Key (cryptography), medicine, General Earth and Planetary Sciences, 030212 general & internal medicine, business, Environmental epidemiology
Abstract: Application of omics to study human health has created a new era of opportunities for epidemiology research. However, approaches to characterize exogenous health triggers have largely not leveraged advances in analytical platforms and big data. In this review, we highlight the exposome, which is defined as the cumulative measure of exposure and biological responses across a lifetime as a cornerstone for new epidemiology approaches to study complex and preventable human diseases. While no universal approach exists to measure the entirety of the exposome, use of high-resolution mass spectrometry methods provide distinct advantages over traditional biomonitoring and have provided key advances necessary for exposome research. Application to different study designs and recommendations for combining exposome data with novel data analytic frameworks to study complex interactions of multiple stressors are also discussed. Even though challenges still need to be addressed, advances in methods to characterize the exposome provide exciting new opportunities for epidemiology to support fundamental discoveries to improve public health.
Published: 2019
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50. Plasma concentrations of lipophilic persistent organic pollutants and glucose homeostasis in youth populations

Author: Brittney O. Baumert, Jesse A. Goodrich, Xin Hu, Douglas I. Walker, Tanya L. Alderete, Zhanghua Chen, Damaskini Valvi, Sarah Rock, Kiros Berhane, Frank D. Gilliland, Michael I. Goran, Dean P. Jones, David V. Conti, and Leda Chatzi
Subjects: Adolescent, Dichlorodiphenyl Dichloroethylene, Polychlorinated Biphenyls, Biochemistry, Cohort Studies, Persistent Organic Pollutants, Young Adult, Glucose, Diabetes Mellitus, Type 2, Hexachlorobenzene, Hydrocarbons, Chlorinated, Homeostasis, Humans, Environmental Pollutants, Child, General Environmental Science
Abstract: Exposure to lipophilic persistent organic pollutants (POPs) is ubiquitous. POPs are metabolic disrupting chemicals and are potentially diabetogenic.Using a multi-cohort study including overweight adolescents from the Study of Latino Adolescents at Risk (SOLAR, N = 301, 2001-2012) and young adults from the Southern California Children's Health Study (CHS, N = 135, 2014-2018), we examined associations of POPs and risk factors for type 2 diabetes. SOLAR participants underwent annual visits for a median of 2.2 years and CHS participants performed a single visit, during which a 2-h oral glucose tolerance test was performed. Linear mixed models were used to examine associations between plasma concentrations of POPs [4,4'-dichlorodiphenyldichloroethylene (4,4'-DDE), hexachlorobenzene (HCB), PCBs-153, 138, 118, 180 and PBDEs-154, 153, 100, 85, 47] and changes in glucose homeostasis across age and pubertal stage.In SOLAR, exposure to HCB, PCB-118, and PBDE-153 was associated with dysregulated glucose metabolism. For example, each two-fold increase in HCB was associated with approximately 2 mg/dL higher glucose concentrations at 30 min (p = 0.001), 45 min (p = 0.0006), and 60 min (p = 0.03) post glucose challenge. Compared to individuals with low levels of PCB-118, individuals with high levels exhibited a 4.7 mg/dL (p = 0.02) higher glucose concentration at 15 min and a 3.6 mg/dL (p = 0.01) higher glucose concentration at 30 min. The effects observed with exposure to organochlorine compounds were independent of pubertal stages. PBDE-153 was associated with the development of dysregulated glucose metabolism beginning in late puberty. At Tanner stage 4, exposure to PBDE-153 was associated with a 12.7 mg/dL higher 60-min glucose concentration (p = 0.009) and a 16.1 mg*dlOur results suggest that childhood exposure to lipophilic POPs is associated with dysregulated glucose metabolism.
Published: 2022
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