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Petracco AM, Mattiello R, Bortolotto CC, Ferreira RW, Matijasevich A, de Barros FCLF, Friedrich FO, Tovo‐Rodrigues L, de Barros AJD, Santos IS. Prevalence of and Factors Associated With High Blood Pressure at 15 Years of Age: A Birth Cohort Study. J Am Heart Assoc 2023; 12:e029627. [PMID: 38014655 PMCID: PMC10727349 DOI: 10.1161/jaha.123.029627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 07/13/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Arterial hypertension is the greatest cause of morbidity and mortality worldwide. Our aim was to investigate the prevalence of and factors associated with high blood pressure (HBP) among adolescents. METHODS AND RESULTS The Pelotas 2004 Birth Cohort included 4231 newborns from hospital births in Pelotas, Brazil. A digital automatic OMRON sphygmomanometer (model HEM 742) was used to measure blood pressure on 3 occasions (at 6, 11, and 15 years of age). Those with blood pressure ≥95th percentile for age, height, and sex on each of the 3 occasions were considered as presenting HBP. Independent variables included family (income and history of arterial hypertension), maternal (schooling, age, pregestational body mass index, and smoking during pregnancy), and adolescent characteristics at birth (sex, skin color, gestational age, intrauterine growth, and systolic and diastolic genetic factors), and at 15 years (sleep, physical activity, sodium intake, screen time, work, body mass index, fat mass index, fat-free mass index, growth pattern, and puberty status). The prevalence of HBP (95% CI) was calculated. Crude and adjusted odds ratios (ORs) stratified by sex were obtained by logistic regression. A total of 1417 adolescents with complete information on blood pressure on the 3 occasions were analyzed. The prevalence of HBP was 3.2% (95% CI, 1.9%-4.5%) in female adolescents and 4.3% (95% CI, 2.8%-5.8%) in male adolescents. Female adolescents with a family history of arterial hypertension had a 3 times higher chance of HBP than their counterparts (OR, 3.1 [95% CI, 1.26-7.54]). In male adolescents, excessive maternal pregestational weight was associated with a 2.3-fold increase in the chance of HBP. In both sexes, excessive adolescent weight was associated with HBP (ORs, 3.5 and 5.0, for female and male adolescents, respectively). A higher fat mass index and fat-free mass index in female (ORs, 1.4 and 1.2, respectively) and male adolescents (ORs, 2.5 and 3.0, respectively) increased the chance of HBP. Among male adolescents, the chance of HBP was higher among those with rapid weight gain between 48 months and 6 years and between 6 and 11 years and rapid height gain between 6 and 11 years. CONCLUSIONS Higher fat mass in both sexes and rapid weight gain in male adolescents are risk factors for HBP in adolescents aged 15 years, potentially amenable to prevention.
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Affiliation(s)
| | - Rita Mattiello
- Postgraduate Program in EpidemiologyUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
| | | | | | | | | | | | | | | | - Iná S. Santos
- Postgraduate Program in EpidemiologyUniversidade Federal de PelotasPelotasBrazil
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Oliveira VP, Dias MDS, Lima NP, Horta BL. Birth conditions nutritional status in childhood associated with cardiometabolic risk factors at 30 years of age: a cohort study. CAD SAUDE PUBLICA 2023; 39:e00215522. [PMID: 37377296 PMCID: PMC10494699 DOI: 10.1590/0102-311xen215522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 02/17/2023] [Accepted: 03/15/2023] [Indexed: 06/29/2023] Open
Abstract
This study aimed to assess the association of birth conditions, nutritional status, and childhood growth with cardiometabolic risk factors at 30 years of age. We also evaluated whether body mass index (BMI) at 30 years mediated the association of weight gain in childhood with cardiometabolic risk factors. This is a prospective cohort study that included all live births in 1982 in hospitals in the city of Pelotas, Rio Grande do Sul State, Brazil, whose families lived in the urban area. Mothers were interviewed at birth, and participants were followed at different ages. For our analyses, we used data on weight and height collected at birth, 2 and 4 years and cardiovascular risk factors at 30 years. Multiple linear regressions were performed to obtain adjusted coefficients and G-formula for mediation analysis. Relative weight gain in childhood, despite the age, was positively related to mean arterial pressure, whereas relative weight gain in late childhood was positively associated with carotid intima-media thickness, pulse wave velocity, triglycerides, non-HDL cholesterol, plasma glucose, and C-reactive protein. BMI in adulthood captured the total effect of relative weight gain in the period between 2 and 4 years on carotid intima-media thickness, triglycerides, non-HDL cholesterol, and C-reactive protein. Our findings reinforce the evidence that rapid relative weight gain after 2 years of age may have long-term consequences on the risk of metabolic and cardiovascular disorders.
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Affiliation(s)
- Vânia Pereira Oliveira
- Programa de Pós-graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, Brasil
| | - Mariane da Silva Dias
- Programa de Pós-graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, Brasil
- Universidade Federal do Rio Grande, Rio Grande, Brasil
| | - Natália Peixoto Lima
- Programa de Pós-graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, Brasil
| | - Bernardo Lessa Horta
- Departamento de Medicina Social, Universidade Federal de Pelotas, Pelotas, Brasil
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Soliman AT, Itani M, Jour C, Shaat M, Elsiddig S, Souieky F, Al-Naimi N, Alsaadi RK, De Sanctis V. Relation between changes in weight parameters and height parameters in prepubertal children: daily weight gain and BMIi changes in relation to linear growth during nutritional rehabilitation of underweight children. ACTA BIO-MEDICA : ATENEI PARMENSIS 2019; 90:7-19. [PMID: 31544802 PMCID: PMC7233683 DOI: 10.23750/abm.v90i8-s.8516] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 05/22/2019] [Indexed: 02/04/2023]
Abstract
Background: Early detection of abnormal weight loss or gain in childhood may be important for preventive purposes. Variable growth response to nutrition rehabilitation have been reported in children with failure to thrive (FTT) who do not have any chronic disease or systematic illness due to different clinical and nutritional approach in their management. Aim of the study: To analyze the association of different body mass index (BMI) and BMI- SDS, to linear growth (Ht-SDS) in different BMI categories of prepubertal children. In addition, we studied the effect of weight changes on linear growth in a randomly selected group of prepubertal underweight children who received nutritional rehabilitation (NR) for 9±2 months. Subjects and methods: 102 children, between 1 and 9 years, followed at the General Pediatric Clinic, between January 2017 to December 2017, because of abnormal weight gain (decreased or increased) which was not associated with any acute or chronic illness were included in the study. Anthropometric measurements included weigh, height, Ht-SDS, BMI, and BMI-SDS. Children BMI-SDS were categorized into 4 groups: Group 1: BMI-SDS <-2, group 2: BMI-SDS <-1 but >-2, group 3 BMI-SDS >-1 but <2, group 4 BMI-SDS >2. We also evaluated the effects of weight changes on linear growth in a randomly selected group of underweight children who received nutritional counselling and oral nutritional supplementation (n = 51) for 9±months. Results: HT-SDS in children of groups 1 and 2 (underweight and at risk of underweight children) was significantly lower than Ht-SDS of groups 3 and 4 (normal and overweight children). Ht-SDS in children of group 4 was significantly higher than the Ht-SDS of children in group 3. A significant linear correlation was found between BMI-SDS and Ht-SDS in these prepubertal children. Discussion: After nutritional rehabilitation for a year, 55% of underweight children increased their BMI-SDS and 43% increased their Ht-SDS. Children who had weight gain >7g/d, over the whole period of follow-up, (n =14) increased their BMI-SDS and Ht-SDS significantly after versus before NR. The BMI-SDS and Ht-SDS did not increase significantly in the group of children who had weight gain <7 g/day. 28 children out of 51 improved their BMI-SDS after nutritional rehabilitation (group A) and 23 did not have improvement in their BMI-SDS (Group B). Group A had higher weight gain per day versus group B. Height growth velocity was significantly higher in Group B (7.4±3.6 cm/yr) versus group A (5.7±2.8 cm/yr). Ht-SDS increased significantly in the group of patients who had lower Ht-SDS before NR. Children who had faster linear growth velocity, after nutritional rehabilitation, did not increase their BMI-SDS. Linear regression showed a significant correlation between BMI-SDS and Ht-SDS supporting the notion that proper nutrition and maintaining normal BMI-SDS is essential for adequate gain in height. Conclusion: It appears that calculating the weight gain per day, BMI-SDS and Ht-SDS are clinically useful parameters to detect the effect of weight gain on linear growth and to monitor the nutritional management. Daily weight gain was correlated significantly to height growth rate during nutritional rehabilitation. Based on our findings and literature reports, we suggest an algorithm for follow-up of underweight/ malnourished children based mainly on anthropometric assessment. (www.actabiomedica.it)
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Early determinants of linear growth and weight attained in the first year of life in a malaria endemic region. PLoS One 2019; 14:e0220513. [PMID: 31386682 PMCID: PMC6684079 DOI: 10.1371/journal.pone.0220513] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 07/17/2019] [Indexed: 12/25/2022] Open
Abstract
We investigated linear growth and weight attained among 772 children at 10–15 months of age in the first population-based birth cohort in the Brazilian Amazon. Sociodemographic, maternal and birth characteristics were collected in interviews soon after birth at baseline. Anthropometric evaluation was conducted at 10–15 months. Multiple linear regression models were fitted for length-for-age (LAZ) and body mass index (BMI)-for-age Z scores (BAZ), considering a hierarchical conceptual framework with determinants at distal, intermediate and proximal levels, with adjustment for the child’s sex and age. Mean LAZ and BAZ were 0.31 (SD: 1.13) and 0.35 (SD: 1.06), respectively. Overall, 2.2% of children were stunted and 6.6% overweight. Among socioeconomic factors, household wealth index was positively associated with LAZ (p for trend = 0.01), while children whose families received assistance from the Bolsa Família conditional cash transfer program were 0.16 Z score thinner (95% CI: -0.31, -0.00). Maternal height and BMI were positively associated with both LAZ and BAZ at 10–15 months of age (p for trend <0.001). Child’s size at birth was positively related with LAZ (p<0.001 for both birth weight and length). BAZ was 0.34 (95% CI: 0.24, 0.44) higher, but 0.11 lower (95% CI: -0.21, -0.02), for each increase in 1 Z score of birth weight and length, respectively. Children with at least one reported malaria episode within the first year of life were 0.58 (95% CI: -1.05, -0.11) Z score shorter. Socioeconomic and intergenerational factors were consistently associated with LAZ and BAZ at 10–15 months of age. The occurrence of malaria was detrimental to linear growth. In a malaria endemic region, reduction of inequalities and disease burden over the first 1,000 days of life is essential for taking advantage of a critical window of opportunity that can redirect child growth trajectories toward better health and nutrition conditions in the long term.
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Naidoo S, Kagura J, Fabian J, Norris SA. Early Life Factors and Longitudinal Blood Pressure Trajectories Are Associated With Elevated Blood Pressure in Early Adulthood. Hypertension 2019; 73:301-309. [DOI: 10.1161/hypertensionaha.118.11992] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Sanushka Naidoo
- From the MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics and Child Health (S.N., J.K., S.A.N.), University of the Witwatersrand, Johannesburg, South Africa
| | - Juliana Kagura
- From the MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics and Child Health (S.N., J.K., S.A.N.), University of the Witwatersrand, Johannesburg, South Africa
- School of Public Health (J.K.), University of the Witwatersrand, Johannesburg, South Africa
| | - June Fabian
- Wits Donald Gordon Medical Centre (J.F.), University of the Witwatersrand, Johannesburg, South Africa
- Division of Nephrology, Department of Internal Medicine, School of Clinical Medicine (J.F.), University of the Witwatersrand, Johannesburg, South Africa
| | - Shane A. Norris
- From the MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics and Child Health (S.N., J.K., S.A.N.), University of the Witwatersrand, Johannesburg, South Africa
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Crozier SR, Johnson W, Cole TJ, Macdonald-Wallis C, Muniz-Terrera G, Inskip HM, Tilling K. A discussion of statistical methods to characterise early growth and its impact on bone mineral content later in childhood. Ann Hum Biol 2019; 46:17-26. [PMID: 30719940 PMCID: PMC6518455 DOI: 10.1080/03014460.2019.1574896] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 11/22/2018] [Accepted: 12/31/2018] [Indexed: 11/22/2022]
Abstract
BACKGROUND Many statistical methods are available to model longitudinal growth data and relate derived summary measures to later outcomes. AIM To apply and compare commonly used methods to a realistic scenario including pre- and postnatal data, missing data, and confounders. SUBJECTS AND METHODS Data were collected from 753 offspring in the Southampton Women's Survey with measurements of bone mineral content (BMC) at age 6 years. Ultrasound measures included crown-rump length (11 weeks' gestation) and femur length (19 and 34 weeks' gestation); postnatally, infant length (birth, 6 and 12 months) and height (2 and 3 years) were measured. A residual growth model, two-stage multilevel linear spline model, joint multilevel linear spline model, SITAR and a growth mixture model were used to relate growth to 6-year BMC. RESULTS Results from the residual growth, two-stage and joint multilevel linear spline models were most comparable: an increase in length at all ages was positively associated with BMC, the strongest association being with later growth. Both SITAR and the growth mixture model demonstrated that length was positively associated with BMC. CONCLUSIONS Similarities and differences in results from a variety of analytic strategies need to be understood in the context of each statistical methodology.
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Affiliation(s)
- Sarah R. Crozier
- MRC Lifecourse Epidemiology Unit, Southampton General Hospital, University of Southampton, Southampton, UK
| | - William Johnson
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
| | - Tim J. Cole
- Population, Policy and Practice Programme, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Corrie Macdonald-Wallis
- MRC Integrative Epidemiology Unit, Oakfield House, University of Bristol, Bristol, UK
- Department of Population Health Sciences, Oakfield House, Bristol, UK
| | | | - Hazel M. Inskip
- MRC Lifecourse Epidemiology Unit, Southampton General Hospital, University of Southampton, Southampton, UK
| | - Kate Tilling
- MRC Integrative Epidemiology Unit, Oakfield House, University of Bristol, Bristol, UK
- Department of Population Health Sciences, Oakfield House, Bristol, UK
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Abstract
Blood pressure (BP) tracks from childhood to adulthood, and early BP trajectories predict cardiovascular disease risk later in life. Excess postnatal weight gain is associated with vascular changes early in life. However, to what extent it is associated with children's BP is largely unknown. In 853 healthy 5-year-old children of the Wheezing-Illnesses-Study-Leidsche-Rijn (WHISTLER) birth cohort, systolic (SBP) and diastolic BP (DBP) were measured, and z scores of individual weight gain rates adjusted for length gain rates were calculated using at least two weight and length measurements from birth until 3 months of age. Linear regression analyses were conducted to investigate the association between weight gain rates adjusted for length gain rates and BP adjusted for sex and ethnicity. Each standard deviation increase in weight gain rates adjusted for length gain rates was associated with 0.9 mmHg (95% CI 0.3, 1.5) higher sitting SBP after adjustment for confounders. Particularly in children in the lowest birth size decile, high excess weight gain was associated with higher sitting SBP values compared to children with low weight gain rates adjusted for length gain rates. BMI and visceral adipose tissue partly explained the association between excess weight gain and sitting SBP (β 0.5 mmHg, 95% CI -0.3, 1.3). Weight gain rates adjusted for length gain rates were not associated with supine SBP or DBP. Children with excess weight gain, properly adjusted for length gain, in the first three months of life, particularly those with a small birth size, showed higher sitting systolic BP at the age of 5 years.
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8
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Arnold KF, Ellison G, Gadd SC, Textor J, Tennant P, Heppenstall A, Gilthorpe MS. Adjustment for time-invariant and time-varying confounders in 'unexplained residuals' models for longitudinal data within a causal framework and associated challenges. Stat Methods Med Res 2018; 28:1347-1364. [PMID: 29451093 PMCID: PMC6484949 DOI: 10.1177/0962280218756158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
‘Unexplained residuals’ models have been used within lifecourse epidemiology to
model an exposure measured longitudinally at several time points in relation to
a distal outcome. It has been claimed that these models have several advantages,
including: the ability to estimate multiple total causal effects in a single
model, and additional insight into the effect on the outcome of
greater-than-expected increases in the exposure compared to traditional
regression methods. We evaluate these properties and prove mathematically how
adjustment for confounding variables must be made within this modelling
framework. Importantly, we explicitly place unexplained residual models in a
causal framework using directed acyclic graphs. This allows for theoretical
justification of appropriate confounder adjustment and provides a framework for
extending our results to more complex scenarios than those examined in this
paper. We also discuss several interpretational issues relating to unexplained
residual models within a causal framework. We argue that unexplained residual
models offer no additional insights compared to traditional regression methods,
and, in fact, are more challenging to implement; moreover, they artificially
reduce estimated standard errors. Consequently, we conclude that unexplained
residual models, if used, must be implemented with great care.
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Affiliation(s)
- K F Arnold
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
| | - Gth Ellison
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
| | - S C Gadd
- 2 School of Medicine, University of Leeds, Leeds, UK
| | - J Textor
- 3 Tumor Immunology Lab, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Pwg Tennant
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,4 School of Healthcare, University of Leeds, Leeds, UK
| | - A Heppenstall
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,5 School of Geography, University of Leeds, Leeds, UK
| | - M S Gilthorpe
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
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Buffarini R, Restrepo-Méndez MC, Silveira VM, Gonçalves HD, Oliveira IO, Menezes AM, Formoso Assunção MC. Growth across life course and cardiovascular risk markers in 18-year-old adolescents: the 1993 Pelotas birth cohort. BMJ Open 2018; 8:e019164. [PMID: 29362264 PMCID: PMC5786082 DOI: 10.1136/bmjopen-2017-019164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVE To evaluate the association between growth trajectories from birth to adolescence and cardiovascular risk marker levels at age 18 years in a population-based cohort. In order to disentangle the effect of weight gain from that of height gain, growth was analysed using conditional weight relative to linear growth (CWh) and conditional length/height (CH). DESIGN Prospective study. SETTING 1993 Pelotas birth cohort, Southern Brazil. PARTICIPANTS Individuals who have been followed up from birth to adolescence (at birth, 1, 4, 11, 15 and 18 years). PRIMARY OUTCOME MEASURES C-reactive protein (CRP), total cholesterol (TC), LDL cholesterol (LDL-C), HDL-cholesterol (HDL-C), triglycerides (TGL), systolic and diastolic blood pressure (SBP and DBP), body mass index (BMI) and waist circumference (WC). RESULTS In both sexes, greater CWh at 1 year was positively associated with BMI and WC, whereas greater CWh at most age periods in childhood and adolescence predicted higher CRP, TC, LDL-C, TGL, SBP, DBP, BMI and WC levels, as well as lower HDL-C level. Higher CH during infancy and childhood was positively related with SBP in boys and girls, and with BMI and WC only in boys. CONCLUSION Our study shows that rapid weight gain from 1 year onwards is positively associated with several markers of cardiovascular risk at 18 years. Overall, our results for the first year of life add evidence to the 'first 1000 days initiative' suggesting that prevention of excessive weight gain in childhood might be important in reducing subsequent cardiovascular risk.
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Affiliation(s)
- Romina Buffarini
- Post-graduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - María Clara Restrepo-Méndez
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Vera Maria Silveira
- Clinical Medical Department, Faculty of Medicine, Federal University of Pelotas, Pelotas, Brazil
| | - Helen D Gonçalves
- Post-graduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Isabel O Oliveira
- Department of Physiology and Pharmacology, Federal University of Pelotas, Pelotas, Brazil
| | - Ana Maria Menezes
- Post-graduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
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van Deutekom AW, Chinapaw MJ, Gademan MG, Twisk JW, Gemke RJ, Vrijkotte TG. The association of birth weight and infant growth with childhood autonomic nervous system activity and its mediating effects on energy-balance-related behaviours-the ABCD study. Int J Epidemiol 2018; 45:1079-1090. [PMID: 27880695 DOI: 10.1093/ije/dyw236] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2016] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The purpose of this study was to examine the association of birth weight and infant growth with childhood autonomic nervous system (ANS) activity and to assess whether ANS activity mediates the associations of birth weight and infant growth with energy-balance-related behaviours, including energy intake, satiety response, physical activity and screen time. METHODS In 2089 children, we prospectively collected birth weight, infant growth defined as conditional weight and height gain between birth and 12 months and-at 5 years-indices of cardiac ANS activity and parent-reported energy-balance-related behaviours. A mediation analysis was conducted, based on MacKinnon's multivariate extension of the product-of-coefficients strategy. RESULTS Birth weight and infant height gain were inversely associated with sympathetic, but not parasympathetic, activity at age 5. Infant weight gain was not associated with childhood ANS activity. Infant weight gain was predictive of increased childhood screen time and infant height gain of diminished childhood energy intake, but sympathetic activity did not mediate these associations. CONCLUSIONS Low-birth-weight children have higher sympathetic activity, which is considered a risk factor for cardiovascular disease. Height gain in infancy seems to be beneficial for childhood sympathetic activity. However, sympathetic activity was no mediator of the associations of infant growth with childhood energy-balance-related behaviours. As individual differences in ANS activity predict increased risk of cardiovascular disease, these differences may offer insight into the early-life origins of chronic diseases and provide further basis for public health strategies to optimize birth weight and infant growth.
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Affiliation(s)
- Arend W van Deutekom
- Department of Pediatrics, EMGO Institute for Health & Care Research, Institute for Cardiovascular Research VU, VU University Medical Center, Amsterdam, The Netherlands,
| | - Mai Jm Chinapaw
- Department of Public and Occupational Health, EMGO institute for Health & Care Research, VU University Medical Center, Amsterdam, The Netherlands
| | - Maaike Gj Gademan
- Department of Public Health, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands and
| | - Jos Wr Twisk
- Department of Epidemiology and Biostatistics, EMGO Institute for Health & Care Research, VU University Medical Center, Amsterdam, The Netherlands
| | - Reinoud Jbj Gemke
- Department of Pediatrics, EMGO Institute for Health & Care Research, Institute for Cardiovascular Research VU, VU University Medical Center, Amsterdam, The Netherlands
| | - Tanja Gm Vrijkotte
- Department of Public Health, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands and
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11
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Cheng X, Gu J, Xu Z. Venture capital group decision-making with interaction under probabilistic linguistic environment. Knowl Based Syst 2018. [DOI: 10.1016/j.knosys.2017.10.030] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Munthali RJ, Kagura J, Lombard Z, Norris SA. Early Life Growth Predictors of Childhood Adiposity Trajectories and Future Risk for Obesity: Birth to Twenty Cohort. Child Obes 2017; 13:384-391. [PMID: 28520476 DOI: 10.1089/chi.2016.0310] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND There is growing evidence of variations in adiposity trajectories among individuals, but the influence of early life growth patterns on these trajectories is underresearched in low- and middle-income countries. Therefore, our aim was to examine the association between early life conditional weight gain and childhood adiposity trajectories. METHODS We previously identified distinct adiposity trajectories (four for girls and three for boys) in black South African children (boys = 877; girls = 947). The association between the trajectories and early life growth patterns, and future obesity risk was assessed by multivariate linear and multinomial logistic and logistic regressions. Conditional weight gain independent of height was computed for infancy (0-2 years) and early childhood (2-4 years). RESULTS Conditional weight gain before 5 years of age was significantly associated with early onset of obesity or overweight (excess weight) BMI trajectories in both boys and girls. In girls, greater conditional weight gain in infancy was associated with increased relative risk of being in the early-onset obese to morbid obese trajectory, with relative risk ratios of 2.03 (95% confidence interval: 1.17-3.52) compared to belonging to a BMI trajectory in the normal range. Boys and girls in the early-onset obesity or overweight BMI trajectories were more likely to be overweight or obese in early adulthood. CONCLUSIONS Excessive weight gain in infancy and early childhood, independent of linear growth, predicts childhood and adolescent BMI trajectories toward obesity. These results underscore the importance of early life factors in the development of obesity and other NCDs in later life.
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Affiliation(s)
- Richard J Munthali
- 1 Faculty of Science, School of Molecular and Cell Biology, University of the Witwatersrand , Johannesburg, South Africa .,2 Sydney Brenner Institute for Molecular Bioscience (SBIMB), University of the Witwatersrand , Johannesburg, South Africa .,3 MRC/Wits Developmental Pathways for Health Research Unit (DPHRU), University of the Witwatersrand , Johannesburg, South Africa
| | - Juliana Kagura
- 3 MRC/Wits Developmental Pathways for Health Research Unit (DPHRU), University of the Witwatersrand , Johannesburg, South Africa
| | - Zané Lombard
- 1 Faculty of Science, School of Molecular and Cell Biology, University of the Witwatersrand , Johannesburg, South Africa .,4 Division of Human Genetics, Faculty of Health Sciences, School of Pathology, University of the Witwatersrand and National Health Laboratory Service , Johannesburg, South Africa
| | - Shane A Norris
- 3 MRC/Wits Developmental Pathways for Health Research Unit (DPHRU), University of the Witwatersrand , Johannesburg, South Africa
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Ferraro AA, Barbieri MA, da Silva AAM, Grandi C, Cardoso VC, Stein AD, Bettiol H. Contributions of relative linear growth and adiposity accretion from birth to adulthood to adult hypertension. Sci Rep 2017; 7:8928. [PMID: 28827571 PMCID: PMC5566373 DOI: 10.1038/s41598-017-09027-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 07/20/2017] [Indexed: 12/03/2022] Open
Abstract
While birth weight and weight gain have been associated with hypertension (HT), the association of linear growth, independently of weight gains, has been less well studied. We assessed the independent association of body mass index (BMI) and length at birth and changes in BMI and height during the first two decades of life with adult blood pressure (BP). A birth cohort (n = 1141) was assembled in 1978–79, and followed up at school-age and adulthood. We used conditional length and BMI measures. BMI at birth was inversely associated with HT; c-BMI from school age to adulthood and c-height from birth to school age were positively associated with hypertension. Early adiposity accretion from birth to 9 years and late linear growth from 9 to 24 years were not associated with increased HT. Regarding BP, systolic and diastolic BP presented similar partterns: the lower the BMI at birth the higher the adult BP; the higher the BMI gains in the first 2 decades of life the higher the adult BP; linear accretion only in the first decade of life was associated with adult BP. Linear growth in the first decade of life and fat accretion in the second decade are associated with adults HT.
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Affiliation(s)
| | - Marco Antônio Barbieri
- Department of Pediatrics, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Carlos Grandi
- Department of Pediatrics, Faculty of Medicine, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Viviane Cunha Cardoso
- Department of Pediatrics, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
| | - Aryeh D Stein
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Heloisa Bettiol
- Department of Pediatrics, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, Brazil
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de Beer M, Vrijkotte TGM, Fall CHD, van Eijsden M, Osmond C, Gemke RJBJ. Associations of Infant Feeding and Timing of Weight Gain and Linear Growth during Early Life with Childhood Blood Pressure: Findings from a Prospective Population Based Cohort Study. PLoS One 2016; 11:e0166281. [PMID: 27832113 PMCID: PMC5104398 DOI: 10.1371/journal.pone.0166281] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 10/26/2016] [Indexed: 11/28/2022] Open
Abstract
Objective Small birth size and rapid postnatal growth have been associated with higher future blood pressure. The timing of these effects, the relative importance of weight gain and linear growth and the role of infant feeding need to be clarified. Methods We assessed how blood pressure relates to birth weight, infant and childhood growth and infant feeding (duration of exclusive breastfeeding and timing of introduction of complementary feeding) in 2227 children aged 5 years from a prospective cohort study (Amsterdam Born Children and their Development). Postnatal growth was represented by statistically independent measures of relative weight gain (weight gain independent of height) and linear growth in four age periods during infancy (0–1 month; 1–3 months; 3–6 months; 6–12 months) and from 12 months to 5 years. Results Lower birth weight was associated with higher childhood diastolic blood pressure (-0.38 mm Hg.SD-1; P = 0.007). Faster relative weight gain and linear growth after 1 month were positively associated with systolic and diastolic blood pressure. Associations of linear growth with systolic blood pressure ranged from 0.47 to 1.49 mm Hg.SD-1; P<0.01 for all. Coefficients were similar for different periods of infancy and also for relative weight gain and linear growth. Compared to breastfeeding <1 month, breastfeeding >1 month was associated with lower blood pressure (e.g. >6 months -1.56 mm Hg systolic blood pressure; P<0.001). Compared to >6 months, introduction of complementary feeding <6 months was associated with higher blood pressure (e.g. 4–6 months 0.91 mm Hg systolic blood pressure; P = 0.004). Conclusions After the age of one month faster growth in either weight or height is associated with higher childhood blood pressure. It is unknown whether faster weight gain and linear growth carry the same risk for adult hypertension and cardiovascular morbidity. Longer breastfeeding and delayed introduction of complementary feeding may be associated with lower adult blood pressure.
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Affiliation(s)
- Marieke de Beer
- Department of Pediatrics, VU University Medical Center, Amsterdam, The Netherlands
- * E-mail:
| | - Tanja G. M. Vrijkotte
- Department of Social Medicine, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Caroline H. D. Fall
- MRC Lifecourse Epidemiology Unit, Southampton General Hospital, University of Southampton, Southampton, United Kingdom
| | - Manon van Eijsden
- Department of Epidemiology, Documentation and Health Promotion, Public Health Service, Amsterdam, The Netherlands
| | - Clive Osmond
- MRC Lifecourse Epidemiology Unit, Southampton General Hospital, University of Southampton, Southampton, United Kingdom
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Diesel JC, Eckhardt CL, Day NL, Brooks MM, Arslanian SA, Bodnar LM. Gestational Weight Gain and Offspring Longitudinal Growth in Early Life. ANNALS OF NUTRITION AND METABOLISM 2016; 67:49-57. [PMID: 26279171 DOI: 10.1159/000437149] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2014] [Accepted: 06/21/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND Excessive gestational weight gain (GWG) increases the risk of childhood obesity, but little is known about its association with infant growth patterns. AIM The aim of this study was to examine the association between GWG and infant growth patterns. METHODS Pregnant women (n = 743) self-reported GWG at delivery, which we classified as inadequate, adequate or excessive based on the current guidelines. Offspring weight-for-age z-score (WAZ), length-for-age z-score (LAZ (with height-for-age (HAZ) in place of length at 36 months)) and body mass index z-score (BMIZ) were calculated at birth, 8, 18 and 36 months using the 2006 World Health Organization growth standards. Linear mixed models estimated the change in z-score from birth to 36 months by GWG. RESULTS The mean (SD) WAZ was -0.22 (1.20) at birth. Overall, WAZ and BMIZ increased from birth to, approximately, 24 months and decreased from 24 to 36 months, while LAZ/HAZ decreased from birth through 36 months. Excessive GWG was associated with higher offspring WAZ and BMIZ at birth, 8 and 36 months, and higher HAZ at 36 months, compared with adequate GWG. Compared with the same referent, inadequate GWG was associated with smaller WAZ and BMIZ at birth and 8 months. CONCLUSION Excessive GWG may predispose infants to obesogenic growth patterns, while inadequate GWG may not have a lasting impact on infant growth.
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16
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Grillo LP, Gigante DP, Horta BL, de Barros FCF. Childhood stunting and the metabolic syndrome components in young adults from a Brazilian birth cohort study. Eur J Clin Nutr 2016; 70:548-53. [PMID: 26733042 PMCID: PMC4858756 DOI: 10.1038/ejcn.2015.220] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2015] [Revised: 11/02/2015] [Accepted: 11/18/2015] [Indexed: 12/20/2022]
Abstract
BACKGROUND/OBJECTIVES The aim of this study was to investigate the association between stunting in the second year of life and metabolic syndrome components in early adulthood among subjects who have been prospectively followed-up since birth, in a city in Southern Brazil. SUBJECTS/METHODS In 1984, we attempted to follow-up the entire cohort; the subjects were examined and their mothers interviewed. Stunting was defined by a length-for-age Z-score 2 s.d. or more below the mean, in accordance with the World Health Organization reference. Between 2004 and 2005, we again tried to follow the entire cohort; during this period the subjects were evaluated for the following metabolic syndrome components: high-density lipoprotein (HDL) cholesterol, triglycerides, random blood glucose, waist circumference and systolic and diastolic blood pressure. Family income at the time of the baby's birth, asset index, mother's education, mother's smoking during pregnancy and duration of breastfeeding were considered possible confounders. Linear regression was used in the unadjusted and adjusted analyses. RESULTS Among men, stunting was inversely associated with triglycerides (β=-11.90, confidence interval (CI)=-22.33 to -1.48) and waist circumference (β=-4.29, CI=-5.62 to -2.97), whereas for women stunting was negatively related to HDL-cholesterol (β=-4.50, CI=-6.47 to -2.52), triglycerides (β=-9.61, CI=-17.66 to -1.56) and waist circumference (β=-1.14, CI=-4.22 to -1.02). However, after controlling for confounding variables, these associations vanished. CONCLUSIONS The findings suggest that stunting in childhood is not associated with metabolic syndrome components in young adults.
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Affiliation(s)
- L P Grillo
- Departament of Nutrition, Vale of Itajaí University, Itajaí, Santa Catarina, Brazil
- Epidemiological Research Center, Epidemiology Postgraduate Program, Federal University of Pelotas, Rio Grande do Sul, Brazil
| | - D P Gigante
- Epidemiological Research Center, Epidemiology Postgraduate Program, Federal University of Pelotas, Rio Grande do Sul, Brazil
- Departament of Nutrition, Federal University of Pelotas, Rio Grande do Sul, Brazil
| | - B L Horta
- Epidemiological Research Center, Epidemiology Postgraduate Program, Federal University of Pelotas, Rio Grande do Sul, Brazil
| | - F C F de Barros
- Epidemiological Research Center, Epidemiology Postgraduate Program, Federal University of Pelotas, Rio Grande do Sul, Brazil
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17
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Vianna CA, Horta BL, Gigante DP, de Barros FCLF. Pulse Wave Velocity at Early Adulthood: Breastfeeding and Nutrition during Pregnancy and Childhood. PLoS One 2016; 11:e0152501. [PMID: 27073916 PMCID: PMC4830522 DOI: 10.1371/journal.pone.0152501] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 03/15/2016] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Pulse wave velocity (PWV) is an early marker of arterial stiffness. Low birthweight, infant feeding and childhood nutrition have been associated with cardiovascular disease in adulthood. In this study, we evaluated the association of PWV at 30 years of age with birth condition and childhood nutrition, among participants of the 1982 Pelotas birth cohort. METHODS In 1982, the hospital births in Pelotas, southern Brazil, were identified just after delivery. Those liveborn infants whose family lived in the urban area of the city were examined and have been prospectively followed. At 30 years of age, we tried to follow the whole cohort and PWV was assessed in 1576 participants. RESULTS Relative weight gain from 2 to 4 years was positively associated with PWV. Regarding nutritional status in childhood, PWV was higher among those whose weight-for-age z-score at 4 years was >1 standard deviation above the mean. On the other hand, height gain, birthweight and duration of breastfeeding were not associated with PWV. CONCLUSION Relative weight gain after 2 years of age is associated with increased PWV, while birthweight and growth in the first two years of life were not associated. These results suggest that the relative increase of weight later in childhood is associated with higher cardiovascular risk.
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Affiliation(s)
- Carolina Avila Vianna
- Department of Social Medicine, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Bernardo Lessa Horta
- Department of Social Medicine, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Denise Petrucci Gigante
- Department of Social Medicine, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Fernando Celso Lopes Fernandes de Barros
- Department of Social Medicine, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
- Postgraduate Program in Health and Behavior, Catholic University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
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18
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van Deutekom AW, Chinapaw MJM, Vrijkotte TGM, Gemke RJBJ. The association of birth weight and postnatal growth with energy intake and eating behavior at 5 years of age - a birth cohort study. Int J Behav Nutr Phys Act 2016; 13:15. [PMID: 26847088 PMCID: PMC4743237 DOI: 10.1186/s12966-016-0335-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2015] [Accepted: 01/26/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Low and high birth weight and accelerated postnatal weight gain are associated with an increased risk of obesity. Perinatal effects on energy intake and eating behavior have been proposed as underlying mechanisms. This study aimed to examine the independent associations of birth weight and postnatal weight and height gain with childhood energy intake and satiety response. METHODS In a birth cohort study, we used data from 2227 children (52% male), mean age 5.6 (±0.4) years. Mean daily energy intake and satiety response were parent-reported through validated questionnaires. Exposures were birth weight z-score and conditional weight and height gain between 0-1, 1-3, 3-6, 6-12 months and 12 months to 5 years. Conditional weight and height are residuals of current weight and height regressed on prior growth data, to represent deviations from expected growth. Analyses were adjusted for a set of potential confounding variables. RESULTS Conditional weight gain between 1-3, 3-6 months and 12 months to 5 years was significantly associated with energy intake, with 29.7 (95%-CI: 4.6; 54.8), 24.0 (1.8; 46.1) and 79.5 (29.4; 129.7) kcal/day more intake for each Z-score conditional weight gain between 1-3, 3-6 months and 12 months to 5 years, respectively. Conditional height gain between 0-1, 1-3 months and 12 months to 5 years was negatively associated with energy intake (β: -42.0 [66.6; -17.4] for 0-1 months, -35.1 [-58.4; -11.8] for 1-3 months and -37.4 [-72.4; -2.3] for 12 months to 5 years). Conditional weight gain in all periods was negatively associated with satiety response, with effect sizes from - 0.03 (-0.06; -0.002) in early infancy to -0.12 (-0.19; -0.06) in childhood. Birth weight was not associated with energy intake or satiety response. CONCLUSIONS Our findings suggest that accelerated infant and childhood weight gain are associated with increased energy intake and diminished satiety response at 5 years. Accelerated height gain seems to be beneficial for childhood energy intake. This perinatal 'programming' of energy intake and eating behavior provide a potential mechanism linking early life influences with later obesity and cardiovascular disease.
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Affiliation(s)
- Arend W van Deutekom
- Department of Pediatrics, EMGO Institute for Health & Care Research, Institute for Cardiovascular Research VU, VU University Medical Center, Amsterdam, The Netherlands
| | - Mai J M Chinapaw
- Department of Public and Occupational Health, EMGO institute for Health & Care Research, VU University Medical Center, P.O. Box 7057, 1007 MB, Amsterdam, The Netherlands.
| | - Tanja G M Vrijkotte
- Department of Public Health, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Reinoud J B J Gemke
- Department of Pediatrics, EMGO Institute for Health & Care Research, Institute for Cardiovascular Research VU, VU University Medical Center, Amsterdam, The Netherlands
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Abstract
Previous studies suggest that the inverse association between birth weight and adult blood pressure amplifies with age. Rapid childhood growth has also been linked to hypertension. The objective of this study was to determine whether the association between childhood growth and adult blood pressure amplifies with age. The study comprised 574 women and 462 men from the Helsinki Birth Cohort Study who attended a clinical study in 2001–2004 and a follow-up in 2006–2008. Mean age at the clinic visits was 61.5 and 66.4 years, respectively. Blood pressure was measured at both occasions. Conditional growth models were used to assess relative weight gain and linear growth. We studied the associations between conditional growth and blood pressure as well as the presence of hypertension. Relative weight gain and linear growth between ages 2 and 11 years were inversely associated with systolic blood pressure at mean age 66.4 years, after adjustment for sex, blood pressure at mean age 61.5 years, as well as other covariates. A one s.d. increase in linear growth between 2 and 11 years was associated with an OR of 0.61 for hypertension at mean age 66.4 years. Contrary to previous studies, we have shown an inverse association between childhood growth and adult blood pressure. There were, however, no associations between childhood growth and systolic blood pressure at mean age 61.5 years indicating that the beneficial effects of a more rapid than expected childhood growth might become more apparent with increasing age.
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20
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Kwok MK, Au Yeung SL, Leung GM, Schooling CM. Birth weight, infant growth, and adolescent blood pressure using twin status as an instrumental variable in a Chinese birth cohort: “Children of 1997”. Ann Epidemiol 2014; 24:509-15. [DOI: 10.1016/j.annepidem.2014.04.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Revised: 04/04/2014] [Accepted: 04/17/2014] [Indexed: 11/29/2022]
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21
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Simulated growth trajectories and blood pressure in adolescence: Hong Kong's Chinese Birth Cohort. J Hypertens 2014; 31:1785-97. [PMID: 23751966 DOI: 10.1097/hjh.0b013e3283622ea0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Patterns and amounts of growth may determine adult blood pressure. Growth at different phases is correlated and affects current size, making effects on blood pressure difficult to distinguish. We decomposed growth to 13 years into independent associations with blood pressure and estimated how reaching the same size by different routes could affect adolescent blood pressure. METHODS Using estimates from partial least squares for the associations of birth weight, height, and BMI at 3 months, growth at 3-9 months, 9-36 months, 3-8 years and 8-13 years and size at 13 years with SBP and DBP in 5247 term births (67% follow-up) from Hong Kong's 'Children of 1997' Birth Cohort, we estimated SBP and DBP at 13 years for 99 simulated growth trajectories resulting in the same size using nonparametric bootstrapping. RESULTS High birth weight followed by slower growth was associated with lower SBP in both sexes and DBP in boys. Greater height to 3 years followed by slower height growth was associated with lower SBP in boys. Higher BMI until 9 months followed by slower BMI growth was associated with lower blood pressure in boys. CONCLUSION High birth weight or larger early size was associated with lower blood pressure if followed by slower later growth, consistent with the fetal origin hypothesis. However, whether these patterns are due to fetal and infant metabolic programming or to allowing slower growth at periods when rapid growth is harmful is unknown.
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Barros EG, Pereira RA, Sichieri R, da Veiga GV. Variation of BMI and anthropometric indicators of abdominal obesity in Brazilian adolescents from public schools, 2003-2008. Public Health Nutr 2014; 17:345-52. [PMID: 23199815 PMCID: PMC10282224 DOI: 10.1017/s1368980012005198] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2012] [Revised: 10/24/2012] [Accepted: 11/01/2012] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The aim of the present study was to compare BMI and anthropometric indicators of abdominal obesity in Brazilian adolescents from public schools between 2003 and 2008. DESIGN A comparison of anthropometric indicators in adolescents was done based on two cross-sectional surveys conducted in 2003 (n 530) and in 2008 (n 498). BMI (= weight/height2), waist circumference (WC), hip circumference (HC), waist-to-hip ratio (WHR) and waist-to-height ratio (WHtR) were evaluated. The age-adjusted means were compared between the two studies by linear regression and the percentile values were compared by quantile regression. A P value <0·05 was adopted for statistical significance. SETTING Metropolitan area of Rio de Janeiro, Brazil. SUBJECTS Two probabilistic samples of students aged 15-19 years old, from public schools. RESULTS There was a decrease in boys' mean WC (72·9 cm v. 70·9 cm, P = 0·01) and an increase in girls' mean BMI (21·1 kg/m2 v. 22·0 kg/m2, P = 0·03). Among boys, the WC, HC and WHtR percentiles were lower whereas the WHR percentiles were higher in 2008 than in 2003. Among girls, the percentiles of all measures were higher in 2008, except for WHR. CONCLUSIONS Anthropometric measures among boys tended to decrease, while among girls there was a tendency to increase from 2003 to 2008, indicating an important gender effect and a higher morbidity risk associated with excess body fat in girls. The school setting offers opportunities for interventions to address this situation.
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Affiliation(s)
- Erica G Barros
- Department of Nutrition, Federal University of Rio de Janeiro, Av. Carlos Chagas Filho 373, Centro de Ciências da Saúde, bloco J/2 andar, Ilha do Fundão, Rio de Janeiro, RJ, Brazil, CEP 21941-590
| | - Rosangela A Pereira
- Department of Nutrition, Federal University of Rio de Janeiro, Av. Carlos Chagas Filho 373, Centro de Ciências da Saúde, bloco J/2 andar, Ilha do Fundão, Rio de Janeiro, RJ, Brazil, CEP 21941-590
| | - Rosely Sichieri
- Department of Social Medicine, Rio de Janeiro State University, Rio de Janeiro, RJ, Brazil
| | - Gloria V da Veiga
- Department of Nutrition, Federal University of Rio de Janeiro, Av. Carlos Chagas Filho 373, Centro de Ciências da Saúde, bloco J/2 andar, Ilha do Fundão, Rio de Janeiro, RJ, Brazil, CEP 21941-590
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Adair LS, Fall CHD, Osmond C, Stein AD, Martorell R, Ramirez-Zea M, Sachdev HS, Dahly DL, Bas I, Norris SA, Micklesfield L, Hallal P, Victora CG. Associations of linear growth and relative weight gain during early life with adult health and human capital in countries of low and middle income: findings from five birth cohort studies. Lancet 2013; 382:525-34. [PMID: 23541370 PMCID: PMC3744751 DOI: 10.1016/s0140-6736(13)60103-8] [Citation(s) in RCA: 547] [Impact Index Per Article: 45.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Fast weight gain and linear growth in children in low-income and middle-income countries are associated with enhanced survival and improved cognitive development, but might increase risk of obesity and related adult cardiometabolic diseases. We investigated how linear growth and relative weight gain during infancy and childhood are related to health and human capital outcomes in young adults. METHODS We used data from five prospective birth cohort studies from Brazil, Guatemala, India, the Philippines, and South Africa. We investigated body-mass index, systolic and diastolic blood pressure, plasma glucose concentration, height, years of attained schooling, and related categorical indicators of adverse outcomes in young adults. With linear and logistic regression models, we assessed how these outcomes relate to birthweight and to statistically independent measures representing linear growth and weight gain independent of linear growth (relative weight gain) in three age periods: 0-2 years, 2 years to mid-childhood, and mid-childhood to adulthood. FINDINGS We obtained data for 8362 participants who had at least one adult outcome of interest. A higher birthweight was consistently associated with an adult body-mass index of greater than 25 kg/m(2) (odds ratio 1·28, 95% CI 1·21-1·35) and a reduced likelihood of short adult stature (0·49, 0·44-0·54) and of not completing secondary school (0·82, 0·78-0·87). Faster linear growth was strongly associated with a reduced risk of short adult stature (age 2 years: 0·23, 0·20-0·52; mid-childhood: 0·39, 0·36-0·43) and of not completing secondary school (age 2 years: 0·74, 0·67-0·78; mid-childhood: 0·87, 0·83-0·92), but did raise the likelihood of overweight (age 2 years: 1·24, 1·17-1·31; mid-childhood: 1·12, 1·06-1·18) and elevated blood pressure (age 2 years: 1·12, 1·06-1·19; mid-childhood: 1·07, 1·01-1·13). Faster relative weight gain was associated with an increased risk of adult overweight (age 2 years: 1·51, 1·43-1·60; mid-childhood: 1·76, 1·69-1·91) and elevated blood pressure (age 2 years: 1·07, 1·01-1·13; mid-childhood: 1·22, 1·15-1·30). Linear growth and relative weight gain were not associated with dysglycaemia, but a higher birthweight was associated with decreased risk of the disorder (0·89, 0·81-0·98). INTERPRETATION Interventions in countries of low and middle income to increase birthweight and linear growth during the first 2 years of life are likely to result in substantial gains in height and schooling and give some protection from adult chronic disease risk factors, with few adverse trade-offs. FUNDING Wellcome Trust and Bill & Melinda Gates Foundation.
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Affiliation(s)
- Linda S Adair
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516-2524, USA.
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Bann D, Wills A, Cooper R, Hardy R, Aihie Sayer A, Adams J, Kuh D. Birth weight and growth from infancy to late adolescence in relation to fat and lean mass in early old age: findings from the MRC National Survey of Health and Development. Int J Obes (Lond) 2013; 38:69-75. [PMID: 23779050 PMCID: PMC3884138 DOI: 10.1038/ijo.2013.115] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Revised: 04/12/2013] [Accepted: 06/07/2013] [Indexed: 01/10/2023]
Abstract
Objective: High birth weight and greater weight gain in infancy have been associated with increased risk of obesity as assessed using body mass index, but few studies have examined associations with direct measures of fat and lean mass. This study examined associations of birth weight and weight and height gain in infancy, childhood and adolescence with fat and lean mass in early old age. Subjects: A total of 746 men and 812 women in England, Scotland and Wales from the MRC National Survey of Health and Development whose heights and weights had been prospectively ascertained across childhood and adolescence and who had dual energy X-ray absorptiometry measures at age 60–64 years. Methods: Associations of birth weight and standardised weight and height (0–2 (weight only), 2–4, 4–7, 7–11, 11–15, 15–20 years) gain velocities with outcome measures were examined. Results: Higher birth weight was associated with higher lean mass and lower android/gynoid ratio at age 60–64 years. For example, the mean difference in lean mass per 1 standard deviation increase in birth weight was 1.54 kg in males (95% confidence interval=1.04, 2.03) and 0.78 kg in females (0.41, 1.14). Greater weight gain in infancy was associated with higher lean mass, whereas greater gains in weight in later childhood and adolescence were associated with higher fat and lean mass, and fat/lean and android/gynoid ratios. Across growth intervals greater height gain was associated with higher lean but not fat mass, and with lower fat/lean and android/gynoid ratios. Conclusion: Findings suggest that growth in early life may have lasting effects on fat and lean mass. Greater weight gain before birth and in infancy may be beneficial by leading to higher lean mass, whereas greater weight gain in later childhood and adolescence may be detrimental by leading to higher fat/lean and android/gynoid ratios.
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Affiliation(s)
- D Bann
- MRC Unit for Lifelong Health and Ageing, Division of Population Health, University College London, London, UK
| | - A Wills
- MRC CAiTE, School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - R Cooper
- MRC Unit for Lifelong Health and Ageing, Division of Population Health, University College London, London, UK
| | - R Hardy
- MRC Unit for Lifelong Health and Ageing, Division of Population Health, University College London, London, UK
| | - A Aihie Sayer
- Academic Geriatric Medicine, MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - J Adams
- Clinical Radiology and Manchester Academic Health Science Centre (MAHSC), Manchester Royal Infirmary, University of Manchester, Manchester, UK
| | - D Kuh
- MRC Unit for Lifelong Health and Ageing, Division of Population Health, University College London, London, UK
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Wells JC, Dumith SC, Ekelund U, Reichert FF, Menezes AM, Victora CG, Hallal PC. Associations of intrauterine and postnatal weight and length gains with adolescent body composition: prospective birth cohort study from Brazil. J Adolesc Health 2012; 51:S58-64. [PMID: 23283163 PMCID: PMC3508414 DOI: 10.1016/j.jadohealth.2012.08.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 08/29/2012] [Accepted: 08/30/2012] [Indexed: 02/02/2023]
Abstract
PURPOSE Early growth patterns have been associated with subsequent obesity risk. However, findings from middle-income populations suggest that early infant growth may benefit lean mass and height rather than adiposity. We tested the hypothesis that rapid weight or length gain in different growth periods would be associated with size and body composition in adolescence, in a prospective birth cohort from southern Brazil. METHODS Body composition was assessed in 425 adolescents (52.2% male) at 14 years. Exposures were birth weight z-score and conditional growth in weight or length for the periods 0-6, 6-12 and 12-48 months. Differences in anthropometric and body composition outcomes between tertiles of growth in each period were tested by one-way analysis of variance. RESULTS Size at birth and conditional weight and length at 6 months were associated with later height. The effect of infant weight gain on lean mass was greater for males than females, and effect on fat mass greater for females than males. By early childhood, rapid weight gain generated relatively similar effects on both tissue masses in both sexes. Rapid length gain had stronger effects on outcomes in males than females at each time point, and benefited lean mass more than adiposity. All effects were substantially attenuated after adjusting for current height. Early weight gain was more important than length gain at influencing body composition outcomes in adolescence. CONCLUSIONS Rapid infant weight and length gains were primarily associated with larger size in adolescence rather than increased adiposity. From one year onwards, associations between rapid weight gain and fat and lean masses remained after adjustment for height.
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Affiliation(s)
- Jonathan C.K. Wells
- Childhood Nutrition Research Centre, UCL Institute of Child Health, London, United Kingdom,Address correspondence to: Jonathan Wells, Ph.D., Childhood Nutrition Research Centre, UCL Institute of Child Health, 30 Guilford Street, London WC1N 1EH, UK.
| | - Samuel C. Dumith
- Programa de Pós-graduacção em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Ulf Ekelund
- Department of Sport Medicine, Norwegian School of Sport Medicine, Oslo, Norway
| | - Felipe F. Reichert
- Escola Superior de Educação Física, Universidade Federal de Pelotas, Rua Luiz de Camões 625, Pelotas, Brazil
| | - Ana M.B. Menezes
- Programa de Pós-graduacção em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Cesar G. Victora
- Programa de Pós-graduacção em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Pedro C. Hallal
- Programa de Pós-graduacção em Epidemiologia, Universidade Federal de Pelotas, Pelotas, RS, Brazil,Escola Superior de Educação Física, Universidade Federal de Pelotas, Rua Luiz de Camões 625, Pelotas, Brazil
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Adolescent metabolic syndrome risk is increased with higher infancy weight gain and decreased with longer breast feeding. Int J Pediatr 2012; 2012:478610. [PMID: 22829844 PMCID: PMC3398649 DOI: 10.1155/2012/478610] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 03/01/2012] [Accepted: 05/18/2012] [Indexed: 12/30/2022] Open
Abstract
Background. Prevalence of the metabolic syndrome is increasing in pediatric age groups worldwide. Meeting the criteria for the metabolic syndrome puts children at risk for later cardiovascular and metabolic disease. Methods. Using linear regression, we examined the association between infant weight gain from birth to 3 months and risk for the metabolic syndrome among 16- to 17-year-old Chilean adolescents (n = 357), accounting for the extent of breastfeeding in infancy and known covariates including gender, birth weight, and socioeconomic status. Results. Participants were approximately half male (51%), born at 40 weeks of gestation weighing 3.5 kg, and 48% were exclusively breastfed for ≥90 days. Factors independently associated with increased risk of metabolic syndrome in adolescence were faster weight gain in the first 3 months of life (B = 0.16, P < 0.05) and male gender (B = 0.24, P < 0.05). Breastfeeding as the sole source of milk for ≥90 days was associated with significantly decreased risk of metabolic syndrome (B = −0.16). Conclusion. This study adds to current knowledge about early infant growth and breastfeeding and their long-term health effects.
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