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Global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013: a systematic analysis for the Global Burden of Disease Study 2013

Ng, Marie; Fleming, Tom; Robinson, Margaret; Thomson, Blake; Graetz, Nicholas; Margono, Christopher; Mullany, Erin C; Biryukov, Stan; Abbafati, Cristiana; Abera, Semaw Ferede; Abraham, Jerry P; Abu-Rmeileh, Niveen M E; Achoki, Tom; AlBuhairan, Fadia S; Alemu, Zewdie A; Alfonso, Rafael; Ali, Mohammed K; Ali, Raghib; Guzman, Nelson Alvis; Ammar, Walid; Anwari, Palwasha; Banerjee, Amitava; Barquera, Simon; Basu, Sanjay; Bennett, Derrick A; Bhutta, Zulfiqar; Blore, Jed; Cabral, Norberto; Nonato, Ismael Campos; Chang, Jung-Chen; Chowdhury, Rajiv; Courville, Karen J; Criqui, Michael H; Cundiff, David K; Dabhadkar, Kaustubh C; Dandona, Lalit; Davis, Adrian; Dayama, Anand; Dharmaratne, Samath D; Ding, Eric L; Durrani, Adnan M; Esteghamati, Alireza; Farzadfar, Farshad; Fay, Derek F J; Feigin, Valery L; Flaxman, Abraham; Forouzanfar, Mohammad H; Goto, Atsushi; Green, Mark A; Gupta, Rajeev; Hafezi-Nejad, Nima; Hankey, Graeme J; Harewood, Heather C; Havmoeller, Rasmus; Hay, Simon; Hernandez, Lucia; Husseini, Abdullatif; Idrisov, Bulat T; Ikeda, Nayu; Islami, Farhad; Jahangir, Eiman; Jassal, Simerjot K; Jee, Sun Ha; Jeffreys, Mona; Jonas, Jost B; Kabagambe, Edmond K; Khalifa, Shams Eldin Ali Hassan; Kengne, Andre Pascal; Khader, Yousef Saleh; Khang, Young-Ho; Kim, Daniel; Kimokoti, Ruth W; Kinge, Jonas M; Kokubo, Yoshihiro; Kosen, Soewarta; Kwan, Gene; Lai, Taavi; Leinsalu, Mall; Li, Yichong; Liang, Xiaofeng; Liu, Shiwei; Logroscino, Giancarlo; Lotufo, Paulo A; Lu, Yuan; Ma, Jixiang; Mainoo, Nana Kwaku; Mensah, George A; Merriman, Tony R; Mokdad, Ali H; Moschandreas, Joanna; Naghavi, Mohsen; Naheed, Aliya; Nand, Devina; Narayan, K M Venkat; Nelson, Erica Leigh; Neuhouser, Marian L; Nisar, Muhammad Imran; Ohkubo, Takayoshi; Oti, Samuel O; Pedroza, Andrea; Prabhakaran, Dorairaj; Roy, Nobhojit; Sampson, Uchechukwu; Seo, Hyeyoung; Sepanlou, Sadaf G; Shibuya, Kenji; Shiri, Rahman; Shiue, Ivy; Singh, Gitanjali M; Singh, Jasvinder A; Skirbekk, Vegard; Stapelberg, Nicolas J C; Sturua, Lela; Sykes, Bryan L; Tobias, Martin; Tran, Bach X; Trasande, Leonardo; Toyoshima, Hideaki; van de Vijver, Steven; Vasankari, Tommi J; Veerman, J Lennert; Velasquez-Melendez, Gustavo; Vlassov, Vasiliy Victorovich; Vollset, Stein Emil; Vos, Theo; Wang, Claire; Wang, XiaoRong; Weiderpass, Elisabete; Werdecker, Andrea; Wright, Jonathan L; Yang, Y Claire; Yatsuya, Hiroshi; Yoon, Jihyun; Yoon, Seok-Jun; Zhao, Yong; Zhou, Maigeng; Zhu, Shankuan; Lopez, Alan D; Murray, Christopher J L; Gakidou, Emmanuela
BACKGROUND: In 2010, overweight and obesity were estimated to cause 3.4 million deaths, 3.9% of years of life lost, and 3.8% of disability-adjusted life-years (DALYs) worldwide. The rise in obesity has led to widespread calls for regular monitoring of changes in overweight and obesity prevalence in all populations. Comparable, up-to-date information about levels and trends is essential to quantify population health effects and to prompt decision makers to prioritise action. We estimate the global, regional, and national prevalence of overweight and obesity in children and adults during 1980-2013. METHODS: We systematically identified surveys, reports, and published studies (n=1769) that included data for height and weight, both through physical measurements and self-reports. We used mixed effects linear regression to correct for bias in self-reports. We obtained data for prevalence of obesity and overweight by age, sex, country, and year (n=19,244) with a spatiotemporal Gaussian process regression model to estimate prevalence with 95% uncertainty intervals (UIs). FINDINGS: Worldwide, the proportion of adults with a body-mass index (BMI) of 25 kg/m(2) or greater increased between 1980 and 2013 from 28.8% (95% UI 28.4-29.3) to 36.9% (36.3-37.4) in men, and from 29.8% (29.3-30.2) to 38.0% (37.5-38.5) in women. Prevalence has increased substantially in children and adolescents in developed countries; 23.8% (22.9-24.7) of boys and 22.6% (21.7-23.6) of girls were overweight or obese in 2013. The prevalence of overweight and obesity has also increased in children and adolescents in developing countries, from 8.1% (7.7-8.6) to 12.9% (12.3-13.5) in 2013 for boys and from 8.4% (8.1-8.8) to 13.4% (13.0-13.9) in girls. In adults, estimated prevalence of obesity exceeded 50% in men in Tonga and in women in Kuwait, Kiribati, Federated States of Micronesia, Libya, Qatar, Tonga, and Samoa. Since 2006, the increase in adult obesity in developed countries has slowed down. INTERPRETATION: Because of the established health risks and substantial increases in prevalence, obesity has become a major global health challenge. Not only is obesity increasing, but no national success stories have been reported in the past 33 years. Urgent global action and leadership is needed to help countries to more effectively intervene. FUNDING: Bill & Melinda Gates Foundation.
PMCID:4624264
PMID: 24880830
ISSN: 0140-6736
CID: 1173452

Executive functioning and non-verbal intelligence as predictors of bullying in early elementary school

Verlinden, Marina; Veenstra, Rene; Ghassabian, Akhgar; Jansen, Pauline W; Hofman, Albert; Jaddoe, Vincent W V; Verhulst, Frank C; Tiemeier, Henning
Executive function and intelligence are negatively associated with aggression, yet the role of executive function has rarely been examined in the context of school bullying. We studied whether different domains of executive function and non-verbal intelligence are associated with bullying involvement in early elementary school. The association was examined in a population-based sample of 1,377 children. At age 4 years we assessed problems in inhibition, shifting, emotional control, working memory and planning/organization, using a validated parental questionnaire (the BRIEF-P). Additionally, we determined child non-verbal IQ at age 6 years. Bullying involvement as a bully, victim or a bully-victim in grades 1-2 of elementary school (mean age 7.7 years) was measured using a peer-nomination procedure. Individual bullying scores were based on the ratings by multiple peers (on average 20 classmates). Analyses were adjusted for various child and maternal socio-demographic and psychosocial covariates. Child score for inhibition problems was associated with the risk of being a bully (OR per SD = 1.35, 95%CI: 1.09-1.66), victim (OR per SD = 1.21, 95%CI: 1.00-1.45) and a bully-victim (OR per SD = 1.55, 95%CI: 1.10-2.17). Children with higher non-verbal IQ were less likely to be victims (OR = 0.99, 95%CI: 0.98-1.00) and bully-victims (OR = 95%CI: 0.93-0.98, respectively). In conclusion, our study showed that peer interactions may be to some extent influenced by children's executive function and non-verbal intelligence. Future studies should examine whether training executive function skills can reduce bullying involvement and improve the quality of peer relationships.
PMID: 24337736
ISSN: 1573-2835
CID: 2117992

Downstream effects of maternal hypothyroxinemia in early pregnancy: nonverbal IQ and brain morphology in school-age children

Ghassabian, Akhgar; El Marroun, Hanan; Peeters, Robin P; Jaddoe, Vincent W; Hofman, Albert; Verhulst, Frank C; Tiemeier, Henning; White, Tonya
CONTEXT: Although maternal hypothyroxinemia is suggested to be related to various adverse consequences in a child's neurodevelopment, the underlying neurobiology is largely unknown. OBJECTIVE: The objective of the study was to examine the relationship between maternal hypothyroxinemia in early pregnancy and children's nonverbal intelligence quotient (IQ). Furthermore, we explored whether global brain volumes, cortical thickness, and brain surface area differed between children exposed prenatally to hypothyroxinemia and healthy controls. DESIGN AND SETTING: The study included a large population-based prospective birth cohort in The Netherlands. PARTICIPANTS: A total of 3727 mother-child pairs with data on prenatal thyroid function at less than 18 weeks of gestation and nonverbal IQ at 6 years participated in the study. In 652 children, brain imaging was performed at 8 years of age. MAIN MEASURES: Maternal hypothyroxinemia was defined as free T4 in the lowest 5% of the sample, whereas TSH was in the normal range. At 6 years, children's IQ was assessed using a Dutch test battery. Global brain volumetric measures, cortical thickness, and surface area were assessed using high-resolution structural magnetic resonance imaging. RESULTS: The children of mothers with hypothyroxinemia in early pregnancy scored 4.3 points IQ lower than the children of mothers with normal thyroid status (95% confidence interval -6.68, -1.81; P = .001). After adjustment for multiple testing, we did not find any differences in brain volumetric measures, cortical thickness, and surface area between children exposed prenatally to hypothyroxinemia and controls. CONCLUSIONS: Our findings confirm a large adverse effect of maternal hypothyroxinemia on children's nonverbal IQ at school age. However, we found no evidence that maternal hypothyroxinemia is associated with differences in brain morphology in school-age children.
PMID: 24684462
ISSN: 1945-7197
CID: 2117962

Maternal urinary iodine concentration in pregnancy and children's cognition: results from a population-based birth cohort in an iodine-sufficient area

Ghassabian, Akhgar; Steenweg-de Graaff, Jolien; Peeters, Robin P; Ross, H Alec; Jaddoe, Vincent W; Hofman, Albert; Verhulst, Frank C; White, Tonya; Tiemeier, Henning
OBJECTIVE: Reports from populations with an insufficient iodine intake suggest that children of mothers with mild iodine deficiency during pregnancy are at risk for cognitive impairments. However, it is unknown whether, even in iodine-sufficient areas, low levels of iodine intake occur that influence cognitive development in the offspring. This study investigated the association between maternal low urinary iodine concentration (UIC) in pregnancy and children's cognition in a population-based sample from a country with an optimal iodine status (the Netherlands). SETTING AND PARTICIPANTS: In 1525 mother-child pairs in a Dutch multiethnic birth cohort, we investigated the relation between maternal UIC<150 mug/g creatinine, assessed <18 weeks gestation and children's cognition. OUTCOMES MEASURES: Non-verbal IQ and language comprehension were assessed during a visit to the research centre using Dutch test batteries when the children were 6 years. RESULTS: In total, 188 (12.3%) pregnant women had UIC<150 mug/g creatinine, with a median UIC equal to 119.3 mug/g creatinine. The median UIC in the group with UIC>150 mug/g creatinine was 322.9 mug/g and in the whole sample 296.5 mug/g creatinine. There was a univariate association between maternal low UIC and children's suboptimum non-verbal IQ (unadjusted OR=1.44, 95% CI 1.02 to 2.02). However, after adjustment for confounders, maternal low UIC was not associated with children's non-verbal IQ (adjusted OR=1.33, 95% CI 0.92 to 1.93). There was no relation between maternal UIC in early pregnancy and children's language comprehension at 6 years. CONCLUSIONS: The lack of a clear association between maternal low UIC and children's cognition probably reflects that low levels of iodine were not frequent and severe enough to affect neurodevelopment. This may result from the Dutch iodine fortification policy, which allows iodised salt to be added to almost all processed food and emphasises the monitoring of iodine intake in the population.
PMCID:4067856
PMID: 24928597
ISSN: 2044-6055
CID: 2117942

Phthalates and diet: a review of the food monitoring and epidemiology data

Serrano, Samantha E; Braun, Joseph; Trasande, Leonardo; Dills, Russell; Sathyanarayana, Sheela
Phthalates are associated with a variety of health outcomes, but sources that may be targeted for exposure reduction messaging remain elusive. Diet is considered a significant exposure pathway for these compounds. Therefore, we sought to identify primary foods associated with increased exposure through a review of the food monitoring survey and epidemiological data. A search in PubMed and Google Scholar for keywords "phthalates" and "diet" "food" "food stuffs" "dietary intake" "food intake" and "food concentration" resulted in 17 studies measuring phthalate concentrations in United States (US) and international foods, three epidemiological association studies, and three interventions. We report on food groups with high (≥300 μg/kg) and low (<50 μg/kg) concentrations and compare these to foods associated with phthalate body burden. Based on these data, we estimated daily intakes of di-2-ethylhexyl phthalate (DEHP) of US women of reproductive age, adolescents and infants for typical consumption patterns as well as healthy and poor diets. We consistently observed high DEHP concentrations in poultry, cooking oils and cream-based dairy products (≥300 μg/kg) across food monitoring studies. Diethyl phthalate (DEP) levels were found at low concentrations across all food groups. In line with these data, epidemiological studies showed positive associations between consumption of meats, discretionary fat and dairy products and DEHP. In contrast to food monitoring data, DEP was found to be associated with intake of vegetables in two studies. DEHP exposure estimates based on typical diets were 5.7, 8.1, and 42.1 μg/kg-day for women of reproductive age, adolescents and infants, respectively, with dairy as the largest contributor to exposure. Diets high in meat and dairy consumption resulted in two-fold increases in exposure. Estimates for infants based on a typical diet exceeded the Environmental Protection Agency's reference dose of 20 μg/kg-day while diets high in dairy and meat consumed by adolescents also exceeded this threshold. The review of the literature demonstrated that DEHP in some meats, fats and dairy products is consistently found in high concentrations and can contribute to exposure. Guidance on future research in this area is provided that may help to identify methods to reduce dietary phthalate exposures.
PMID: 24894065
ISSN: 1476-069x
CID: 3502372

Bisphenol A Exposure Is Associated with Decreased Lung Function

Spanier, Adam J; Fiorino, Elizabeth K; Trasande, Leonardo
OBJECTIVE: To examine the associations of bisphenol A (BPA) exposure with lung function measures and exhaled nitric oxide (FeNO) in children. STUDY DESIGN: We performed a cross-sectional analysis of a subsample of US children age 6-19 years who participated in the 2007-2010 National Health and Nutrition Examination Survey. We assessed univariate and multivariable associations of urinary BPA concentration with the predicted pulmonary function measures for age, sex, race/ethnicity and height (forced expiratory volume in 1 second [FEV1], forced vital capacity [FVC], forced expiratory flow 25%-75%, and FEV1 divided by FVC) and with FeNO. RESULTS: Exposure and outcome data were available for 661 children. Median BPA was 2.4 ng/mL (IQR: 1.3, 4.1). In multivariable analysis, a larger urinary BPA concentration was associated with significantly decreased percent predicted forced expiratory flow 25%-75% (%FEF2575) (3.7%, 95% CI 1.0, 6.5) and percent predicted FEV1 divided by FVC (%FEV1/FVC) (0.8%, 95% CI 0.1, 1.7) but not percent predicted FEV1, percent predicted FVC, or FeNO. A child in the top quartile of BPA compared with the bottom quartile had a 10% decrease in %FEF2575 (95% CI -1, -19) and 3% decrease in %FEV1/FVC (95% CI -1, -5). CONCLUSIONS: BPA exposure was associated with a modest decrease in %FEF2575 (small airway function) and %FEV1/FVC (pulmonary obstruction) but not FEV1, FVC, or FeNO. Explanations of the association cannot rule out the possibility of reverse causality.
PMCID:4035373
PMID: 24657123
ISSN: 0022-3476
CID: 1004052

Reply: To PMID 23943579 [Letter]

Roman, Gustavo C; Ghassabian, Akhgar; Bongers-Schokking, Jacoba J; Jaddoe, Vincent W V; Hofman, Albert; de Rijke, Yolanda B; Verhulst, Frank C; Tiemeier, Henning
PMID: 24644016
ISSN: 1531-8249
CID: 2117972

Iodine deficiency, pollutant chemicals, and the thyroid: new information on an old problem

Rogan, Walter J; Paulson, Jerome A; Baum, Carl; Brock-Utne, Alice C; Brumberg, Heather L; Campbell, Carla C; Lanphear, Bruce P; Lowry, Jennifer A; Osterhoudt, Kevin C; Sandel, Megan T; Spanier, Adam; Trasande, Leonardo
Many women of reproductive age in the United States are marginally iodine deficient, perhaps because the salt in processed foods is not iodized. Iodine deficiency, per se, can interfere with normal brain development in their offspring; in addition, it increases vulnerability to the effects of certain environmental pollutants, such as nitrate, thiocyanate, and perchlorate. Although pregnant and lactating women should take a supplement containing adequate iodide, only about 15% do so. Such supplements, however, may not contain enough iodide and may not be labeled accurately. The American Thyroid Association recommends that pregnant and lactating women take a supplement with adequate iodide. The American Academy of Pediatrics recommends that pregnant and lactating women also avoid exposure to excess nitrate, which would usually occur from contaminated well water, and thiocyanate, which is in cigarette smoke. Perchlorate is currently a candidate for regulation as a water pollutant. The Environmental Protection Agency should proceed with appropriate regulation, and the Food and Drug Administration should address the mislabeling of the iodine content of prenatal/lactation supplements.
PMID: 24864180
ISSN: 1098-4275
CID: 3502362

Women with high early pregnancy urinary iodine levels have an increased risk of hyperthyroid newborns: the population-based Generation R Study

Medici, Marco; Ghassabian, Akhgar; Visser, Willy; de Muinck Keizer-Schrama, Sabine M P F; Jaddoe, Vincent W V; Visser, W Edward; Hooijkaas, Herbert; Hofman, Albert; Steegers, Eric A P; Bongers-Schokking, Jacoba J; Ross, H Alec; Tiemeier, Henning; Visser, Theo J; de Rijke, Yolanda B; Peeters, Robin P
OBJECTIVE: Iodine deficiency during pregnancy results in thyroid dysfunction and has been associated with adverse obstetric and foetal effects, leading to worldwide salt iodization programmes. As nowadays 69% of the world's population lives in iodine-sufficient regions, we investigated the effects of variation in iodine status on maternal and foetal thyroid (dys)function in an iodine-sufficient population. DESIGN, PARTICIPANTS AND MEASUREMENTS: Urinary iodine, serum TSH, free T4 (FT4) and TPO-antibody levels were determined in early pregnancy (13.3 (1.9) week; mean (SD)) in 1098 women from the population-based Generation R Study. Newborn cord serum TSH and FT4 levels were determined at birth. RESULTS: The median urinary iodine level was 222.5 mug/l, indicating an iodine-sufficient population. 30.8% and 11.5% had urinary iodine levels <150 and >500 mug/l, respectively. When comparing mothers with urinary iodine levels <150 vs >/=150 mug/l, and >500 vs 500 mug/l had a higher risk of a newborn with decreased cord TSH levels (5.6 +/- 1.4 (mean +/- SE) vs 2.1 +/- 0.5%, P = 0.04), as well as a higher risk of a hyperthyroid newborn (3.1 +/- 0.9 vs 0.6 +/- 0.3%, P = 0.02). These mothers had newborns with higher cord FT4 levels (21.7 +/- 0.3 vs 21.0 +/- 0.1 pm, P = 0.04). Maternal urinary iodine levels <150 mug/l were not associated with newborn thyroid dysfunction. CONCLUSIONS: In an iodine-sufficient population, higher maternal urinary iodine levels are associated with an increased risk of a hyperthyroid newborn.
PMID: 23992400
ISSN: 1365-2265
CID: 2118022

The Environment and Children's Health Care in Northwest China

Trasande, Leonardo; Niu, Jingping; Li, Juansheng; Liu, Xingrong; Zhang, Benzhong; Li, Zhilan; Ding, Guowu; Sun, Yingbiao; Chen, Meichi; Hu, Xiaobin; Chen, Lung-Chi; Mendelsohn, Alan; Chen, Yu; Qu, Qingshan
BACKGROUND: Industrialization in the northwest provinces of the People's Republic of China is accelerating rapid increases in early life environmental exposures, yet no publications have assessed health care provider capacity to manage common hazards. METHODS: To assess provider attitudes and beliefs regarding the environment in children's health, determine self-efficacy in managing concerns, and identify common approaches to managing patients with significant exposures or environmentally-mediated conditions, a two-page survey was administered to pediatricians, child care specialists, and nurses in five provinces (Gansu, Shaanxi, Xinjiang, Qinghai, and Ningxia). Descriptive and multivariable analyses assessed predictors of strong self-efficacy, beliefs or attitudes. RESULTS: 960 surveys were completed with <5% refusal; 695 (72.3%) were valid for statistical analyses. The role of environment in health was rated highly (mean 4.35 on a 1-5 scale). Self-efficacy reported with managing lead, pesticide, air pollution, mercury, mold and polychlorinated biphenyl exposures were generally modest (2.22-2.52 mean). 95.4% reported patients affected with 11.9% reporting seeing >20 affected patients. Only 12.0% reported specific training in environmental history taking, and 12.0% reported owning a text on children's environmental health. Geographic disparities were most prominent in multivariable analyses, with stronger beliefs in environmental causation yet lower self-efficacy in managing exposures in the northwestern-most province. CONCLUSIONS: Health care providers in Northwest China have strong beliefs regarding the role of environment in children's health, and frequently identify affected children. Few are trained in environmental history taking or rate self-efficacy highly in managing common hazards. Enhancing provider capacity has promise for improving children's health in the region.
PMCID:3986873
PMID: 24670157
ISSN: 1471-2431
CID: 867162