Cited by 57Toxic Organic Pollutants ImpactEffects and risks of endocrine disrupting chemicalsBirth, Development, and Health

Prenatal exposure to persistent organic pollutants and markers of obesity and cardiometabolic risk in Spanish adolescents

Open access
Güil-Oumrait, Nuria, Valvi, Damaskini, Garcia-Esteban, Raquel, Guxens, Monica, Sunyer, Jordi, Torrent, Maties, Casas, Maribel, Vrijheid, Martine·2021·Environment International

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.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.envint.2021.106469

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 84 · Cited by 57

Research works printed but not linked: 78

  1. Agay-Shay K. Martinez D. Valvi D. Garcia-Esteban R. Basagaña X. Robinson O. Casas M. Sunyer J. Vrijheid M. Exposure to Endocrine-Disrupting Chemicals during Pregnancy and Weight at 7 Years of Age: A Multi-pollutant Approach Environ. Health Perspect. 123 10 2015 1030 1037 10.1289/ehp.1409049 25956007 PMC4590760 · DOI
  2. Arrebola J.P. Fernández M.F. Martin-Olmedo P. Bonde J.P. Martín-Rodriguez J.L. Expósito J. Rubio-Domínguez A. Olea N. Historical exposure to persistent organic pollutants and risk of incident hypertension Environ. Res. 138 2015 217 223 10.1016/j.envres.2015.02.018 25725302 · DOI
  3. Ashwell, M., Gunn, P., Gibson, S., 2012. Waist-to-height ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: systematic review and meta-analysis: Waist-to-height ratio as a screening tool. Obes. Rev. 13, 275–286. https://doi.org/10.1111/j.1467-789X.2011.00952.x. 22106927 · DOI · Paper page
  4. Atabek, M.E., Pirgon, O., 2007. Assessment of Insulin Sensitivity from Measurements in Fasting State and During an Oral Glucose Tolerance Test in Obese Children. J. Pediatr. Endocrinol. Metab. 20. https://doi.org/10.1515/JPEM.2007.20.2.187. 17396435 · DOI
  5. Baccarelli A. Pfeiffer R. Consonni D. Pesatori A.C. Bonzini M. Patterson D.G. Jr. Bertazzi P.A. Landi M.T. Handling of dioxin measurement data in the presence of non-detectable values: Overview of available methods and their application in the Seveso chloracne study Chemosphere 60 7 2005 898 906 10.1016/j.chemosphere.2005.01.055 15992596 · DOI
  6. Boll* M. Weber L.W.D. Messner B. Stampfl A. Polychlorinated biphenyls affect the activities of gluconeogenic and lipogenic enzymes in rat liver: is there an interference with regulatory hormone actions? Xenobiotica 28 5 1998 479 492 10.1080/004982598239407 9622850 · DOI
  7. Bozkurt L. Göbl C.S. Hörmayer A.-T. Luger A. Pacini G. Kautzky-Willer A. The impact of preconceptional obesity on trajectories of maternal lipids during gestation Sci. Rep. 6 1 2016 10.1038/srep29971 PMC4951687 27436227 · DOI
  8. Cano-Sancho G. Salmon A.G. La Merrill M.A. Association between Exposure to p,p ′-DDT and Its Metabolite p,p ′-DDE with Obesity: Integrated Systematic Review and Meta-Analysis Environ. Health Perspect. 125 9 2017 096002 10.1289/EHP527 28934091 PMC5915185 · DOI
  9. Carrizo D. Grimalt J.O. Ribas-Fito N. Sunyer J. Torrent M. Physical-chemical and Maternal Determinants of the Accumulation of Organochlorine Compounds in Four-Year-Old Children Environ. Sci. Technol. 40 5 2006 1420 1426 10.1021/es0518427 16568751 · DOI
  10. Carrizo D. Grimalt J.O. Ribas-Fito N. Torrent M. Sunyer J. In utero and post-natal accumulation of organochlorine compounds in children under different environmental conditions J. Environ. Monit. 9 6 2007 523 10.1039/b700247e 17554423 · DOI
  11. Casas M. Nieuwenhuijsen M. Martínez D. Ballester F. Basagaña X. Basterrechea M. Chatzi L. Chevrier C. Eggesbø M. Fernandez M.F. Govarts E. Guxens M. Grimalt J.O. Hertz-Picciotto I. Iszatt N. Kasper-Sonnenberg M. Kiviranta H. Kogevinas M. Palkovicova L. Ranft U. Schoeters G. Patelarou E. Petersen M.S. Torrent M. Trnovec T. Valvi D. Toft G.V. Weihe P. Weisglas-Kuperus N. Wilhelm M. Wittsiepe J. Vrijheid M. Bonde J.P. Prenatal exposure to PCB-153, p,p′-DDE and birth outcomes in 9000 mother–child pairs: Exposure–response relationship and effect modifiers Environ. Int. 74 2015 23 31 10.1016/j.envint.2014.09.013 25314142 · DOI
  12. Castilla R. Asuaje A. Rivière S. Romero C.G. Martín P. Cao G. Kleiman de Pisarev D. Milesi V. Alvarez L. Environmental pollutant hexachlorobenzene induces hypertension in a rat model Chemosphere 195 2018 576 584 10.1016/j.chemosphere.2017.11.117 29277037 · DOI
  13. Chen X. Wang Y. Tracking of Blood Pressure From Childhood to Adulthood: A Systematic Review and Meta–Regression Analysis Circulation 117 25 2008 3171 3180 18559702 PMC3568631
  14. Coker E. Chevrier J. Rauch S. Bradman A. Obida M. Crause M. Bornman R. Eskenazi B. Association between prenatal exposure to multiple insecticides and child body weight and body composition in the VHEMBE South African birth cohort Environ. Int. 113 2018 122 132 10.1016/j.envint.2018.01.016 29421401 PMC5866210 · DOI
  15. Cupul-Uicab L.A. Klebanoff M.A. Brock J.W. Longnecker M.P. Prenatal Exposure to Persistent Organochlorines and Childhood Obesity in the U.S. Collaborative Perinatal Project Environ. Health Perspect. 121 9 2013 1103 1109 23799652 PMC3764072
  16. de Onis M. Garza C. Onyango A.W. Rolland-Cachera M.-F. Les standards de croissance de l’Organisation mondiale de la santé pour les nourrissons et les jeunes enfants Archives de Pédiatrie 16 1 2009 47 53 10.1016/j.arcped.2008.10.010 19036567 · DOI
  17. de Onis M. Onyango A.W. Borghi E. Siyam A. Nishida C. Siekmann J. Development of a WHO growth reference for school-aged children and adolescents Bull. World Health Organ. 85 2007 660 667 10.2471/blt.07.043497 18026621 PMC2636412 · DOI · Paper page
  18. Delvaux I. Van Cauwenberghe J. Den Hond E. Schoeters G. Govarts E. Nelen V. Baeyens W. Van Larebeke N. Sioen I. Prenatal exposure to environmental contaminants and body composition at age 7–9 years Environ. Res. 132 2014 24 32 10.1016/j.envres.2014.03.019 24742724 · DOI
  19. Donat-Vargas C. Åkesson A. Tornevi A. Wennberg M. Sommar J. Kiviranta H. Rantakokko P. Bergdahl I.A. Persistent Organochlorine Pollutants in Plasma, Blood Pressure, and Hypertension in a Longitudinal Study Hypertension 71 6 2018 1258 1268 10.1161/HYPERTENSIONAHA.117.10691 29712742 PMC5959216 · DOI
  20. Eisenmann J.C. On the use of a continuous metabolic syndrome score in pediatric research Cardiovasc Diabetol 7 1 2008 17 10.1186/1475-2840-7-17 18534019 PMC2430947 · DOI
  21. Franks P.W. Hanson R.L. Knowler W.C. Sievers M.L. Bennett P.H. Looker H.C. Childhood Obesity, Other Cardiovascular Risk Factors, and Premature Death N. Engl. J. Med. 362 6 2010 485 493 10.1056/NEJMoa0904130 20147714 PMC2958822 · DOI
  22. Gaillard R. Steegers E.A.P. Duijts L. Felix J.F. Hofman A. Franco O.H. Jaddoe V.W.V. Childhood Cardiometabolic Outcomes of Maternal Obesity During Pregnancy: The Generation R Study Hypertension 63 4 2014 683 691 10.1161/HYPERTENSIONAHA.113.02671 24379180 · DOI
  23. Garced S. Torres-Sánchez L. Cebrián M.E. Claudio L. López-Carrillo L. Prenatal dichlorodiphenyldichloroethylene (DDE) exposure and child growth during the first year of life Environ. Res. 113 2012 58 62 10.1016/j.envres.2011.12.002 22244494 PMC3294196 · DOI
  24. Goncharov A. Pavuk M. Foushee H.R. Carpenter D.O. Blood Pressure in Relation to Concentrations of PCB Congeners and Chlorinated Pesticides Environ. Health Perspect. 119 3 2011 319 325 21362590 PMC3059993
  25. Grimalt J.O. Carrizo D. Garí M. Font-Ribera L. Ribas-Fito N. Torrent M. Sunyer J. An evaluation of the sexual differences in the accumulation of organochlorine compounds in children at birth and at the age of 4 years Environ. Res. 110 3 2010 244 250 10.1016/j.envres.2010.01.005 20122686 · DOI
  26. Grün, F., Blumberg, B., 2006. Environmental obesogens: organotins and endocrine disruption via nuclear receptor signaling. Endocrinology 147, S50-55. https://doi.org/10.1210/en.2005-1129. 16690801 · DOI
  27. Guxens, M., Ballester, F., Espada, M., Fernández, M.F., Grimalt, J.O., Ibarluzea, J., Olea, N., Rebagliato, M., Tardón, A., Torrent, M., Vioque, J., Vrijheid, M., Sunyer, J., 2012. Cohort Profile: The INMA—INfancia y Medio Ambiente—(Environment and Childhood) Project. Int. J. Epidemiol. 41, 930–940. https://doi.org/10.1093/ije/dyr054. 21471022 · DOI
  28. Hagmar, L., Wallin, E., Vessby, B., Jönsson, B.A., Bergman, A., Rylander, L., 2006. Intra-individual variations and time trends 1991-2001 in human serum levels of PCB, DDE and hexachlorobenzene. Chemosphere 64, 1507–1513. https://doi.org/10.1016/j.chemosphere.2005.12.054. 16466768 · DOI
  29. Heggeseth, B., Harley, K., Warner, M., Jewell, N., Eskenazi, B., 2015. Detecting Associations between Early-Life DDT Exposures and Childhood Growth Patterns: A Novel Statistical Approach. PLOS ONE 10, e0131443. https://doi.org/10.1371/journal.pone.0131443. PMC4488365 26125556 · DOI
  30. Heindel, J.J., Balbus, J., Birnbaum, L., Brune-Drisse, M.N., Grandjean, P., Gray, K., Landrigan, P.J., Sly, P.D., Suk, W., Slechta, D.C., Thompson, C., Hanson, M., 2015a. Developmental Origins of Health and Disease: Integrating Environmental Influences. Endocrinology 156, 3416–3421. https://doi.org/10.1210/en.2015-1394. PMC4588819 26241070 · DOI
  31. Heindel, J.J., Blumberg, B., Cave, M., Machtinger, R., Mantovani, A., Mendez, M.A., Nadal, A., Palanza, P., Panzica, G., Sargis, R., Vandenberg, L.N., vom Saal, F., 2017. Metabolism disrupting chemicals and metabolic disorders. Reprod. Toxicol. 68, 3–33. https://doi.org/10.1016/j.reprotox.2016.10.001. PMC5365353 27760374 · DOI · Paper page
  32. Heindel J.J. vom Saal F.S. Blumberg B. Bovolin P. Calamandrei G. Ceresini G. Cohn B.A. Fabbri E. Gioiosa L. Kassotis C. Legler J. La Merrill M. Rizzir L. Machtinger R. Mantovani A. Mendez M.A. Montanini L. Molteni L. Nagel S.C. Parmigiani S. Panzica G. Paterlini S. Pomatto V. Ruzzin J. Sartor G. Schug T.T. Street M.E. Suvorov A. Volpi R. Zoeller R.T. Palanza P. Parma consensus statement on metabolic disruptors Environ Health 14 1 2015 10.1186/s12940-015-0042-7 PMC4473834 26092037 · DOI
  33. Horlick, M., Arpadi, S.M., Bethel, J., Wang, J., Moye, J., Cuff, P., Pierson, R.N., Kotler, D., 2002. Bioelectrical impedance analysis models for prediction of total body water and fat-free mass in healthy and HIV-infected children and adolescents. Am. J. Clin. Nutr. 76, 991–999. https://doi.org/10.1093/ajcn/76.5.991. 12399270 · DOI
  34. Høyer B.B. Ramlau-Hansen C.H. Henriksen T.B. Pedersen H.S. Góralczyk K. Zviezdai V. Jönsson B.A.G. Heederik D. Lenters V. Vermeulen R. Bonde J.P. Toft G. Body mass index in young school-age children in relation to organochlorine compounds in early life: a prospective study Int. J. Obes. 38 7 2014 919 925 10.1038/ijo.2014.58 24718355 · DOI
  35. Ibarluzea J. Alvarez-Pedrerol M. Guxens M. Marina L.S. Basterrechea M. Lertxundi A. Etxeandia A. Goñi F. Vioque J. Ballester F. Sunyer J. Sociodemographic, reproductive and dietary predictors of organochlorine compounds levels in pregnant women in Spain Chemosphere 82 1 2011 114 120 10.1016/j.chemosphere.2010.09.051 20965545 · DOI
  36. Iszatt N. Stigum H. Verner M.-A. White R.A. Govarts E. Murinova L.P. Schoeters G. Trnovec T. Legler J. Pelé F. Botton J. Chevrier C. Wittsiepe J. Ranft U. Vandentorren S. Kasper-Sonnenberg M. Klümper C. Weisglas-Kuperus N. Polder A. Eggesbø M. Prenatal and Postnatal Exposure to Persistent Organic Pollutants and Infant Growth: A Pooled Analysis of Seven European Birth Cohorts Environ. Health Perspect. 123 7 2015 730 736 10.1289/ehp.1308005 25742056 PMC4492262 · DOI
  37. Juhola J. Magnussen C.G. Viikari J.S.A. Kähönen M. Hutri-Kähönen N. Jula A. Lehtimäki T. Åkerblom H.K. Pietikäinen M. Laitinen T. Jokinen E. Taittonen L. Raitakari O.T. Juonala M. Tracking of Serum Lipid Levels, Blood Pressure, and Body Mass Index from Childhood to Adulthood: The Cardiovascular Risk in Young Finns Study J. Pediatrics 159 4 2011 584 590 10.1016/j.jpeds.2011.03.021 21514597 · DOI
  38. Juonala M. Magnussen C.G. Berenson G.S. Venn A. Burns T.L. Sabin M.A. Srinivasan S.R. Daniels S.R. Davis P.H. Chen W. Sun C. Cheung M. Viikari J.S.A. Dwyer T. Raitakari O.T. Childhood Adiposity, Adult Adiposity, and Cardiovascular Risk Factors N. Engl. J. Med. 365 20 2011 1876 1885 10.1056/NEJMoa1010112 22087679 · DOI · Paper page
  39. Karlsen M. Grandjean P. Weihe P. Steuerwald U. Oulhote Y. Valvi D. Early-life exposures to persistent organic pollutants in relation to overweight in preschool children Reprod. Toxicol. 68 2017 145 153 10.1016/j.reprotox.2016.08.002 27496715 PMC5290287 · DOI
  40. Keskin M. Kurtoglu S. Kendirci M. Atabek M.E. Yazici C. Homeostasis Model Assessment Is More Reliable Than the Fasting Glucose/Insulin Ratio and Quantitative Insulin Sensitivity Check Index for Assessing Insulin Resistance Among Obese Children and Adolescents Pediatrics 115 4 2005 e500 e503 15741351
  41. Kim J.H. Multicollinearity and misleading statistical results Korean J Anesthesiol 72 6 2019 558 569 31304696 PMC6900425
  42. Kim M.-J. Marchand P. Henegar C. Antignac J.-P. Alili R. Poitou C. Bouillot J.-L. Basdevant A. Le Bizec B. Barouki R. Clément K. Fate and Complex Pathogenic Effects of Dioxins and Polychlorinated Biphenyls in Obese Subjects before and after Drastic Weight Loss Environ. Health Perspect. 119 3 2011 377 383 21156398 PMC3060002
  43. La Merrill, M., Karey, E., Moshier, E., Lindtner, C., La Frano, M.R., Newman, J.W., Buettner, C., 2014. Perinatal Exposure of Mice to the Pesticide DDT Impairs Energy Expenditure and Metabolism in Adult Female Offspring. PLoS ONE 9, e103337. https://doi.org/10.1371/journal.pone.0103337. PMC4116186 25076055 · DOI
  44. La Merrill M.A. Sethi S. Benard L. Moshier E. Haraldsson B. Buettner C. Perinatal DDT Exposure Induces Hypertension and Cardiac Hypertrophy in Adult Mice Environ. Health Perspect. 124 11 2016 1722 1727 27325568 PMC5089878
  45. Lauritzen H.B. Larose T.L. Øien T. Sandanger T.M. Odland J.Ø. van de Bor M. Jacobsen G.W. Prenatal exposure to persistent organic pollutants and child overweight/obesity at 5-year follow-up: a prospective cohort study Environ Health 17 1 2018 10.1186/s12940-017-0338-x PMC5774128 29347948 · DOI
  46. Lee, H., Park, S., Hong, Y., Ha, E., Park, H., 2016. The Effect of Exposure to Persistent Organic Pollutants on Metabolic Health among KOREAN Children during a 1-Year Follow-Up. Int. J. Environ. Res. Public. Health 13, 270. https://doi.org/10.3390/ijerph13030270. PMC4808933 26938545 · DOI
  47. Lee H.K. Mitochondrial Dysfunction and Insulin Resistance: The Contribution of Dioxin-Like Substances Diabetes Metab. J. 35 3 2011 207 10.4093/dmj.2011.35.3.207 21785739 PMC3138092 · DOI
  48. Li J. Li N. Ma M. Giesy J. Wang Z. In vitro profiling of the endocrine disrupting potency of organochlorine pesticides Toxicol. Lett. 2008 10.1016/j.toxlet.2008.10.002 18992306 · DOI
  49. Lim J.-E. Lee S. Lee S. Jee S.H. Serum persistent organic pollutants levels and stroke risk Environ. Pollut. 233 2018 855 861 29248762
  50. Lind P.M. Penell J. Salihovic S. van Bavel B. Lind L. Circulating levels of p,p'-DDE are related to prevalent hypertension in the elderly Environ. Res. 129 2014 27 31 24528999
  51. Ludwig‐Walz, H., Schmidt, M., Günther, A.L.B., Kroke, A., 2018. Maternal prepregnancy BMI or weight and offspring’s blood pressure: Systematic review. Matern. Child. Nutr. 14. https://doi.org/10.1111/mcn.12561. PMC6865974 29171150 · DOI
  52. Mauvais-Jarvis, F., Clegg, D.J., Hevener, A.L., 2013. The Role of Estrogens in Control of Energy Balance and Glucose Homeostasis. Endocr. Rev. 34, 309–338. https://doi.org/10.1210/er.2012-1055. PMC3660717 23460719 · DOI · Paper page
  53. Mendez M.A. Garcia-Esteban R. Guxens M. Vrijheid M. Kogevinas M. Goñi F. Fochs S. Sunyer J. Prenatal Organochlorine Compound Exposure, Rapid Weight Gain, and Overweight in Infancy Environ. Health Perspect. 119 2 2011 272 278 20923745 PMC3040617
  54. Milbrath M.O. Wenger Y. Chang C.-W. Emond C. Garabrant D. Gillespie B.W. Jolliet O. Apparent Half-Lives of Dioxins, Furans, and Polychlorinated Biphenyls as a Function of Age, Body Fat, Smoking Status, and Breast-Feeding Environ. Health Perspect. 117 3 2009 417 425 19337517 PMC2661912
  55. NCD Risk Factor Collaboration (NCD-RisC), 2020. Repositioning of the global epicentre of non-optimal cholesterol. Nature 582, 73–77. https://doi.org/10.1038/s41586-020-2338-1. PMC7332422 32494083 · DOI
  56. NCD Risk Factor Collaboration (NCD-RisC), 2016. Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4.4 million participants. Lancet Lond. Engl. 387, 1513–1530. https://doi.org/10.1016/S0140-6736(16)00618-8. PMC5081106 27061677 · DOI · Paper page
  57. Ong Ken K.L. Preece Michael A. Emmett Pauline M. Ahmed Marion L. Dunger David B. Size at Birth and Early Childhood Growth in Relation to Maternal Smoking, Parity and Infant Breast-Feeding: Longitudinal Birth Cohort Study and Analysis Pediatr. Res. 52 6 2002 863 867 12438662
  58. Park Su Hyun Lim Jung-eun Park Hyesook Jee Sun Ha Body burden of persistent organic pollutants on hypertension: a meta-analysis Environ. Sci. Pollut. Res. 23 14 2016 14284 14293 27055888
  59. Porta Miquel Puigdomènech Elisa Ballester Ferran Selva Javier Ribas-Fitó Núria Llop Sabrina López Tomàs Monitoring concentrations of persistent organic pollutants in the general population: The international experience Environ. Int. 34 4 2008 546 561 18054079
  60. Roland, M.C.P., Lekva, T., Godang, K., Bollerslev, J., Henriksen, T., 2020. Changes in maternal blood glucose and lipid concentrations during pregnancy differ by maternal body mass index and are related to birthweight: A prospective, longitudinal study of healthy pregnancies. PLOS ONE 15, e0232749. https://doi.org/10.1371/journal.pone.0232749. PMC7310681 32574162 · DOI
  61. Ruiz, L.D., Zuelch, M.L., Dimitratos, S.M., Scherr, R.E., 2019. Adolescent Obesity: Diet Quality, Psychosocial Health, and Cardiometabolic Risk Factors. Nutrients 12, 43. https://doi.org/10.3390/nu12010043. PMC7020092 31877943 · DOI
  62. Ruzzin Jérôme Petersen Rasmus Meugnier Emmanuelle Madsen Lise Lock Erik-Jan Lillefosse Haldis Ma Tao Pesenti Sandra Sonne Si Brask Marstrand Troels Torben Malde Marian Kjellevold Du Zhen-Yu Chavey Carine Fajas Lluis Lundebye Anne-Katrine Brand Christian Lehn Vidal Hubert Kristiansen Karsten Frøyland Livar Persistent Organic Pollutant Exposure Leads to Insulin Resistance Syndrome Environ. Health Perspect. 118 4 2010 465 471 20064776 PMC2854721
  63. Savitri Ary I Zuithoff Peter Browne Joyce L Amelia Dwirani Baharuddin Mohammad Grobbee Diederick E Uiterwaal Cuno S P M Does pre-pregnancy BMI determine blood pressure during pregnancy? A prospective cohort study BMJ Open 6 8 2016 e011626 10.1136/bmjopen-2016-011626 PMC4985806 27515754 · DOI
  64. Shrier Ian Platt Robert W Reducing bias through directed acyclic graphs BMC Med. Res. Method. 8 1 2008 10.1186/1471-2288-8-70 PMC2601045 18973665 · DOI
  65. Sjöberg Lind, Y., Lind, L., Salihovic, S., van Bavel, B., Lind, P.M., 2013. Persistent organic pollutants and abnormal geometry of the left ventricle in the elderly: J. Hypertens. 31, 1547–1553. https://doi.org/10.1097/HJH.0b013e32836221b3. 23743808 · DOI
  66. Smink, A., Ribas-Fito, N., Garcia, R., Torrent, M., Mendez, M.A., Grimalt, J.O., Sunyer, J., 2008. Exposure to hexachlorobenzene during pregnancy increases the risk of overweight in children aged 6 years. Acta Paediatr. 97, 1465–1469. https://doi.org/10.1111/j.1651-2227.2008.00937.x. 18665907 · DOI
  67. Spratt M. Carpenter J. Sterne J.A.C. Carlin J.B. Heron J. Henderson J. Tilling K. Strategies for Multiple Imputation in Longitudinal Studies Am. J. Epidemiol. 172 4 2010 478 487 20616200
  68. Tang-Péronard, J.L., Heitmann, B.L., Andersen, H.R., Steuerwald, U., Grandjean, P., Weihe, P., Jensen, T.K., 2014. Association between prenatal polychlorinateSd biphenyl exposure and obesity development at ages 5 and 7 y: a prospective cohort study of 656 children from the Faroe Islands. Am. J. Clin. Nutr. 99, 5–13. https://doi.org/10.3945/ajcn.113.066720. PMC3862459 24153349 · DOI
  69. Tang-Péronard Jeanett L. Heitmann Berit L. Jensen Tina K. Vinggaard Anne M. Madsbad Sten Steuerwald Ulrike Grandjean Philippe Weihe Pál Nielsen Flemming Andersen Helle R. Prenatal exposure to persistent organochlorine pollutants is associated with high insulin levels in 5-year-old girls Environ. Res. 142 2015 407 413 26232659 PMC4609268
  70. Vafeiadi Marina Georgiou Vaggelis Chalkiadaki Georgia Rantakokko Panu Kiviranta Hannu Karachaliou Marianna Fthenou Eleni Venihaki Maria Sarri Katerina Vassilaki Maria Kyrtopoulos Soterios A. Oken Emily Kogevinas Manolis Chatzi Leda Association of Prenatal Exposure to Persistent Organic Pollutants with Obesity and Cardiometabolic Traits in Early Childhood: The Rhea Mother–Child Cohort (Crete, Greece) Environ. Health Perspect. 123 10 2015 1015 1021 25910281 PMC4590761
  71. Valera Beatriz Jørgensen Marit E. Jeppesen Charlotte Bjerregaard Peter Exposure to persistent organic pollutants and risk of hypertension among Inuit from Greenland Environ. Res. 122 2013 65 73 23375553
  72. Valvi Damaskini Mendez Michelle Ann Garcia-Esteban Raquel Ballester Ferran Ibarluzea Jesús Goñi Fernando Grimalt Joan O. Llop Sabrina Marina Loreto Santa Vizcaino Esther Sunyer Jordi Vrijheid Martine Prenatal exposure to persistent organic pollutants and rapid weight gain and overweight in infancy: Prenatal POPs and Early Postnatal Growth Obesity 22 2 2014 488 496 23963708
  73. Valvi Damaskini Mendez Michelle A. Martinez David Grimalt Joan O. Torrent Maties Sunyer Jordi Vrijheid Martine Prenatal Concentrations of Polychlorinated Biphenyls, DDE, and DDT and Overweight in Children: A Prospective Birth Cohort Study Environ. Health Perspect. 120 3 2012 451 457 22027556 PMC3295349
  74. VanderWeele, T.J., 2009. On the relative nature of overadjustment and unnecessary adjustment. Epidemiol. Camb. Mass 20, 496–499. https://doi.org/10.1097/EDE.0b013e3181a82f12. 19525686 · DOI
  75. Verhulst Stijn L. Nelen Vera Hond Elly Den Koppen Gudrun Beunckens Caroline Vael Carl Schoeters Greet Desager Kristine Intrauterine Exposure to Environmental Pollutants and Body Mass Index during the First 3 Years of Life Environ. Health Perspect. 117 1 2009 122 126 19165398 PMC2627855
  76. Warner, M., Wesselink, A., Harley, K.G., Bradman, A., Kogut, K., Eskenazi, B., 2014. Prenatal Exposure to Dichlorodiphenyltrichloroethane and Obesity at 9 Years of Age in the CHAMACOS Study Cohort. Am. J. Epidemiol. 179, 1312–1322. https://doi.org/10.1093/aje/kwu046. PMC4036208 24722999 · DOI
  77. Warner Marcella Ye Morgan Harley Kim Kogut Katherine Bradman Asa Eskenazi Brenda Prenatal DDT exposure and child adiposity at age 12: The CHAMACOS study Environ. Res. 159 2017 606 612 28917205 PMC6380491
  78. Wright, C.M., Emmett, P.M., Ness, A.R., Reilly, J.J., Sherriff, A., 2010. Tracking of obesity and body fatness through mid-childhood. Arch. Dis. Child. 95, 612–617. https://doi.org/10.1136/adc.2009.164491. 20522467 · DOI

Authors
Güil-Oumrait, N., Valvi, D., Garcia-Esteban, R., Guxens, M., Sunyer, J., Torrent, M., Casas, M., & Vrijheid, M.
Affiliations
  • Universitat Pompeu Fabra (ES)
  • Icahn School of Medicine at Mount Sinai (US)
Corresponding author
Güil-Oumrait, Nuria
Venue
Environment International
Publisher
Elsevier BV
Published
2021-06
Volume
151
Pages
106469
ISSN
0160-4120 (ISSN-L)
OpenAlex
W3133976588
Cited by
57
References
84
Citations by year
2026: 8 · 2025: 10 · 2024: 13 · 2023: 9 · 2022: 10 · 2021: 7
FWCI
3.87
Type
journal article
Language
en
Open access
Locations
  • Environment International (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • EUR Research Repository (Erasmus University Rotterdam) (publishedVersion, cc-by-nc-nd)
  • Docusalut (Conselleria de Salut i Consum del Govern de les Illes Balears) (submittedVersion, cc-by-nc-nd)
  • EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, cc-by-nc-nd)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Hispana (submittedVersion, cc-by-nc-nd)
  • Repositori digital de la UPF (Universitat Pompeu Fabra) (submittedVersion, cc-by-nc-nd)
Funders
  • Instituto de Salud Carlos III (INMA G03/176, CB06/02/0041, PI14/00677, 00/0021-2, PS0901958, PI061756, 97/0588)
  • Horizon 2020 (825712)
  • Ministerio de Ciencia, Innovación y Universidades
  • Generalitat de Catalunya
  • European Commission (CP16/00128, QLK4-CT-2000-00263)
  • European Social Fund (CPII18/00018)
  • National Institute of Environmental Health Sciences (R21ES029328, P30ES023515)
  • European Regional Development Fund
Topics
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Toxic Organic Pollutants Impact
  • Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Effects and risks of endocrine disrupting chemicals
  • Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
Keywords
persistent organic pollutants, prenatal exposure, hexachlorobenzene, cardiometabolic risk, obesity, body mass index, waist-to-height ratio, body fat percentage, blood pressure, insulin resistance, HDL cholesterol, triglycerides, adolescents, cord blood biomarkers, endocrine disruption, cardiovascular risk markers, Spanish adolescents
MeSH terms
Persistent Organic Pollutants, Adolescent, Adult, Cardiovascular Diseases, Child, Child, Preschool, Environmental Pollutants, Female, Humans, Longitudinal Studies, Obesity, Pregnancy, Prenatal Exposure Delayed Effects, Spain, Cohort Studies, Biomarkers

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review