1
|
Staines KA, Saunders FR, Ireland A, Aspden RM, Gregory JS, Hardy RJ, Cooper R. Associations between life course longitudinal growth and hip shapes at ages 60-64 years: evidence from the MRC National Survey of Health and Development. RMD Open 2024; 10:e003816. [PMID: 38599656 PMCID: PMC11015210 DOI: 10.1136/rmdopen-2023-003816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/21/2024] [Indexed: 04/12/2024] Open
Abstract
OBJECTIVE We sought to examine associations between height gain across childhood and adolescence with hip shape in individuals aged 60-64 years from the Medical Research Council National Survey of Health and Development, a nationally representative British birth cohort. METHODS Height was measured at ages 2, 4, 6, 7, 11 and 15 years, and self-reported at age 20 years. 10 modes of variation in hip shape (HM1-10), described by statistical shape models, were previously ascertained from DXA images taken at ages 60-64 years. Associations between (1) height at each age; (2) Super-Imposition by Translation And Rotation (SITAR) growth curve variables of height size, tempo and velocity; and (3) height gain during specific periods of childhood and adolescence, and HM1-10 were tested. RESULTS Faster growth velocity was associated with a wider, flatter femoral head and neck, as described by positive scores for HM6 (regression coefficient 0.014; 95% CI 0.08 to 0.019; p<0.001) and HM7 (regression coefficient 0.07; 95% CI 0.002 to 0.013; p=0.009), and negative scores for HM10 (regression coefficient -0.006; 95% CI -0.011 to 0.00, p=0.04) and HM2 (males only, regression coefficient -0.017; 95% CI -0.026 to -0.09; p<0.001). Similar associations were observed with greater height size and later height tempo. Examination of height gains during specific periods of childhood and adolescence identified those during the adolescence period as being most consistently associated. CONCLUSION Our analyses suggest that individual growth patterns, particularly in the adolescent period, are associated with modest variations in hip shape at 60-64 years, which are consistent with features seen in osteoarthritis.
Collapse
Affiliation(s)
- Katherine Ann Staines
- Centre for Lifelong Health, School of Applied Sciences, University of Brighton, Brighton, UK
| | - Fiona R Saunders
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Alex Ireland
- Department of Life Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Richard M Aspden
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Jennifer S Gregory
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Rebecca J Hardy
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Rachel Cooper
- AGE Research Group, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne NHS Foundation Trust, Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust and Newcastle University, Newcastle, UK
| |
Collapse
|
2
|
Fan H, Zhang X. Association between the age at onset of overweight and obesity and the subsequent risk of hypertension in Chinese adults. BMC Cardiovasc Disord 2023; 23:333. [PMID: 37391689 PMCID: PMC10311763 DOI: 10.1186/s12872-023-03347-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 06/13/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Data on the impact of age at onset of overweight/obesity on the risk of hypertension are limited. We aimed to investigate the above-mentioned association in Chinese population. METHODS 6700 adults who participated in at least three survey waves and were free of overweight/obesity and hypertension on first survey were included using China Health and Nutrition Survey. The age of participants at the onset of overweight/obesity (body mass index ≥ 24 kg/m2) and subsequent hypertension occurrence (blood pressure ≥ 140/90 mmHg or use of antihypertensive medication) were identified. We used the covariate-adjusted Poisson model with robust standard error to calculate the relative risk (RR) and 95% confidence interval (95%CI) to examine the relationship between the age at onset of overweight/obesity and hypertension. RESULTS There were 2,284 new-onset overweight/obesity cases and 2,268 incident cases of hypertension during an average 13.8-year follow-up period. Compared with the population without overweight/obesity, the RR (95% CI) of hypertension was 1.45 (1.28-1.65), 1.35 (1.21-1.52) and 1.16 (1.06-1.28) for overweight/obesity onset in participants aged < 38 years, 38-47 years, and ≥ 47 years, respectively. The risk of hypertension increased linearly with a decrease in age at onset of overweight/obesity (P < 0.001 for trend). The sensitivity analyses results were similar after excluding the participants taking antihypertensive medications or those with new-onset obesity or using waist circumference to define overweight/obesity. CONCLUSIONS Our results emphasize the importance of assessing age at onset of overweight/obesity to prevent hypertension.
Collapse
Affiliation(s)
- Hui Fan
- Department of Epidemiology and Health Statistics, School of Public Health, North Sichuan Medical College, Nanchong, Sichuan China
| | - Xingyu Zhang
- Thomas E.Starzl Transplantation Institute, University of Pittsburgh Medical Center, Pittsburgh, USA
| |
Collapse
|
3
|
Bridger Staatz C, Bann D, Ploubidis GB, Goodman A, Silverwood RJ. Age of First Overweight and Obesity, COVID-19 and Long COVID in Two British Birth Cohorts. J Epidemiol Glob Health 2023; 13:140-153. [PMID: 36811824 PMCID: PMC9945825 DOI: 10.1007/s44197-023-00093-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/09/2023] [Indexed: 02/24/2023] Open
Abstract
Longer exposure to obesity, and thus a longer period in an inflamed state, may increase susceptibility to infectious diseases and worsen severity. Previous cross-sectional work finds higher BMI is related to worse COVID-19 outcomes, but less is known about associations with BMI across adulthood. To examine this, we used body mass index (BMI) collected through adulthood in the 1958 National Child Development Study (NCDS) and the 1970 British Cohort Study (BCS70). Participants were grouped by the age they were first overweight (> 25 kg/m2) and obese (> 30 kg/m2). Logistic regression was used to assess associations with COVID-19 (self-reported and serology-confirmed), severity (hospital admission and contact with health services) and long-COVID reported at ages 62 (NCDS) and 50 (BCS70). An earlier age of obesity and overweight, compared to those who never became obese or overweight, was associated with increased odds of adverse COVID-19 outcomes, but results were mixed and often underpowered. Those with early exposure to obesity were over twice as likely in NCDS (odds ratio (OR) 2.15, 95% confidence interval (CI) 1.17-4.00) and three times as likely in BCS70 (OR 3.01, 95% CI 1.74-5.22) to have long COVID. In NCDS they were also over four times as likely to be admitted to hospital (OR 4.69, 95% CI 1.64-13.39). Most associations were somewhat explained by contemporaneous BMI or reported health, diabetes or hypertension; however, the association with hospital admission in NCDS remained. An earlier age of obesity onset is related to COVID-19 outcomes in later life, providing evidence of the long-term impact of raised BMI on infectious disease outcomes in midlife.
Collapse
Affiliation(s)
- Charis Bridger Staatz
- grid.83440.3b0000000121901201Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK
| | - David Bann
- grid.83440.3b0000000121901201Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK
| | - George B. Ploubidis
- grid.83440.3b0000000121901201Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK
| | - Alissa Goodman
- grid.83440.3b0000000121901201Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK
| | - Richard J. Silverwood
- grid.83440.3b0000000121901201Centre for Longitudinal Studies, UCL Social Research Institute, University College London, London, UK
| |
Collapse
|
4
|
Li W, Fang W, Huang Z, Wang X, Cai Z, Chen G, Wu W, Chen Z, Wu S, Chen Y. Association between age at onset of overweight and risk of hypertension across adulthood. Heart 2022; 108:683-688. [PMID: 35190372 PMCID: PMC8995813 DOI: 10.1136/heartjnl-2021-320278] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 01/26/2022] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE The aim of this study was to examine the association between age at onset of overweight and incident hypertension. METHODS We analysed 4742 participants with new-onset overweight from the Kailuan study between 2006 and 2015 and and 4742 age-matched and sex-matched controls selected randomly from the same cohort but with normal weight. Participants were compared with respect to subsequent risk of hypertension, with sub-HR calculated with the Fine and Gray model, according to age of onset of overweight. RESULTS Over a mean follow-up period of 5.17 years, 1642 overweight participants (34.6%) and 1293 normal-weight controls (27.3%) were subsequently diagnosed with hypertension. The median age at onset of overweight was 49.1 years. Compared with normal-weight controls, the multivariable-adjusted sub-HR for hypertension among participants with onset of overweight at 18-39 years of age, 40-49 years of age, 50-59 years of age and ≥60 years of age was 1.38 (95% CI 1.11 to 1.72), 1.27 (95% CI 1.09 to 1.49), 1.23 (95% CI 1.09 to 1.38) and 1.14 (95% CI 0.99 to 1.32), respectively. Onset of overweight in each age range was significantly associated with increased risk of hypertension, except for the group with onset at ≥60 years of age. The risk increased with each decade of attenuation of age at onset, peaking at 18-39 years of age. CONCLUSIONS Younger age at onset of overweight across adulthood was associated with significantly increased risk of hypertension, with the highest relative risk among participants with onset of overweight at 18-39 years of age.
Collapse
Affiliation(s)
- Weijian Li
- Shantou University Medical College, Shantou, China
| | - Wei Fang
- Shantou University Medical College, Shantou, China
| | - Zegui Huang
- Shantou University Medical College, Shantou, China
| | | | - Zefeng Cai
- Department of Cardiology, Second Affiliated Hospital of Shantou University Medical College, Shantou, China
| | | | - Weiqiang Wu
- Department of Cardiology, Second Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Zhichao Chen
- Department of Cardiology, Second Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - Youren Chen
- Department of Cardiology, Second Affiliated Hospital of Shantou University Medical College, Shantou, China
| |
Collapse
|
5
|
Webber M, Falconer D, AlFarih M, Joy G, Chan F, Davie C, Hamill Howes L, Wong A, Rapala A, Bhuva A, Davies RH, Morton C, Aguado-Sierra J, Vazquez M, Tao X, Krausz G, Tanackovic S, Guger C, Xue H, Kellman P, Pierce I, Schott J, Hardy R, Chaturvedi N, Rudy Y, Moon JC, Lambiase PD, Orini M, Hughes AD, Captur G. Study protocol: MyoFit46-the cardiac sub-study of the MRC National Survey of Health and Development. BMC Cardiovasc Disord 2022; 22:140. [PMID: 35365075 PMCID: PMC8972905 DOI: 10.1186/s12872-022-02582-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 03/23/2022] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND The life course accumulation of overt and subclinical myocardial dysfunction contributes to older age mortality, frailty, disability and loss of independence. The Medical Research Council National Survey of Health and Development (NSHD) is the world's longest running continued surveillance birth cohort providing a unique opportunity to understand life course determinants of myocardial dysfunction as part of MyoFit46-the cardiac sub-study of the NSHD. METHODS We aim to recruit 550 NSHD participants of approximately 75 years+ to undertake high-density surface electrocardiographic imaging (ECGI) and stress perfusion cardiovascular magnetic resonance (CMR). Through comprehensive myocardial tissue characterization and 4-dimensional flow we hope to better understand the burden of clinical and subclinical cardiovascular disease. Supercomputers will be used to combine the multi-scale ECGI and CMR datasets per participant. Rarely available, prospectively collected whole-of-life data on exposures, traditional risk factors and multimorbidity will be studied to identify risk trajectories, critical change periods, mediators and cumulative impacts on the myocardium. DISCUSSION By combining well curated, prospectively acquired longitudinal data of the NSHD with novel CMR-ECGI data and sharing these results and associated pipelines with the CMR community, MyoFit46 seeks to transform our understanding of how early, mid and later-life risk factor trajectories interact to determine the state of cardiovascular health in older age. TRIAL REGISTRATION Prospectively registered on ClinicalTrials.gov with trial ID: 19/LO/1774 Multimorbidity Life-Course Approach to Myocardial Health- A Cardiac Sub-Study of the MCRC National Survey of Health and Development (NSHD).
Collapse
Affiliation(s)
- Matthew Webber
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
- Centre for Inherited Heart Muscle Conditions, Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Debbie Falconer
- Centre for Inherited Heart Muscle Conditions, Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK
| | - Mashael AlFarih
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - George Joy
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - Fiona Chan
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - Clare Davie
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Lee Hamill Howes
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Andrew Wong
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Alicja Rapala
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Anish Bhuva
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
- Institute of Health Informatics, UCL, Euston Road, London, UK
| | - Rhodri H Davies
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | | | - Jazmin Aguado-Sierra
- ELEM Biotech, S.L, Bristol, BS1 6QH, UK
- Barcelona Supercomputing Center (BSC), 08034, Barcelona, Spain
| | - Mariano Vazquez
- ELEM Biotech, S.L, Bristol, BS1 6QH, UK
- Barcelona Supercomputing Center (BSC), 08034, Barcelona, Spain
| | - Xuyuan Tao
- École Nationale Supérieure Des Arts Et Industries Textiles, 2 allée Louise et Victor Champier, 59056, Roubaix Cedex 1, France
| | - Gunther Krausz
- g.Tec Medical Engineering GmbH, Siernigtrabe 14, 4521, Schiedlberg, Austria
| | | | - Christoph Guger
- g.Tec Medical Engineering GmbH, Siernigtrabe 14, 4521, Schiedlberg, Austria
| | - Hui Xue
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Peter Kellman
- National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Iain Pierce
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - Jonathan Schott
- Dementia Research Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | | | - Nishi Chaturvedi
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Yoram Rudy
- Cardiac Bioelectricity and Arrhythmia Center, Washington University, St. Louis, MO, 63130, USA
- Department of Biomedical Engineering, Washington University, St. Louis, MO, 63130, USA
| | - James C Moon
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - Pier D Lambiase
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, ECIA 7BE, UK
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
| | - Michele Orini
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Alun D Hughes
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK
| | - Gabriella Captur
- Institute of Cardiovascular Science, University College London, Huntley Street, London, WC1E 6DD, UK.
- Centre for Inherited Heart Muscle Conditions, Department of Cardiology, Royal Free London NHS Foundation Trust, Pond Street, London, NW3 2QG, UK.
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, 1-19 Torrington Place, London, WC1E 7HB, UK.
| |
Collapse
|
6
|
Staines KA, Hardy R, Samvelyan HJ, Ward KA, Cooper R. Life course longitudinal growth and risk of knee osteoarthritis at age 53 years: evidence from the 1946 British birth cohort study. Osteoarthritis Cartilage 2021; 29:335-340. [PMID: 33383179 PMCID: PMC7955286 DOI: 10.1016/j.joca.2020.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 12/01/2020] [Accepted: 12/21/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To examine the relationship between height gain across childhood and adolescence with knee osteoarthritis in the MRC National Survey of Health and Development (NSHD). MATERIALS AND METHODS Data are from 3035 male and female participants of the NSHD. Height was measured at ages 2, 4, 6, 7, 11 and 15 years, and self-reported at ages 20 years. Associations between (1) height at each age (2) height gain during specific life periods (3) Super-Imposition by Translation And Rotation (SITAR) growth curve variables of height size, tempo and velocity, and knee osteoarthritis at 53 years were tested. RESULTS In sex-adjusted models, estimated associations between taller height and decreased odds of knee osteoarthritis at age 53 years were small at all ages - the largest associations were an OR of knee osteoarthritis of 0.9 per 5 cm increase in height at age 4, (95% CI 0.7-1.1) and an OR of 0.9 per 5 cm increase in height, (95% CI 0.8-1.0) at age 6. No associations were found between height gain during specific life periods or the SITAR growth curve variables and odds of knee osteoarthritis. CONCLUSIONS There was limited evidence to suggest that taller height in childhood is associated with decreased odds of knee osteoarthritis at age 53 years in this cohort. This work enhances our understanding of osteoarthritis predisposition and the contribution of life course height to this.
Collapse
Affiliation(s)
- K A Staines
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK; School of Applied Sciences, Edinburgh Napier University, Edinburgh UK.
| | - R Hardy
- Cohort and Longitudinal Studies Enhancement Resources (CLOSER), UCL Institute of Education, London, UK.
| | - H J Samvelyan
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK.
| | - K A Ward
- MRC Lifecourse Epidemiology, Human Development and Health, University of Southampton, Southampton, UK.
| | - R Cooper
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK.
| |
Collapse
|
7
|
Norris T, Cole TJ, Bann D, Hamer M, Hardy R, Li L, Ong KK, Ploubidis GB, Viner R, Johnson W. Duration of obesity exposure between ages 10 and 40 years and its relationship with cardiometabolic disease risk factors: A cohort study. PLoS Med 2020; 17:e1003387. [PMID: 33290405 PMCID: PMC7723271 DOI: 10.1371/journal.pmed.1003387] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 10/01/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Individuals with obesity do not represent a homogeneous group in terms of cardiometabolic risk. Using 3 nationally representative British birth cohorts, we investigated whether the duration of obesity was related to heterogeneity in cardiometabolic risk. METHODS AND FINDINGS We used harmonised body mass index (BMI) and cardiometabolic disease risk factor data from 20,746 participants (49.1% male and 97.2% white British) enrolled in 3 British birth cohort studies: the 1946 National Survey of Health and Development (NSHD), the 1958 National Child Development Study (NCDS), and the 1970 British Cohort Study (BCS70). Within each cohort, individual life course BMI trajectories were created between 10 and 40 years of age, and from these, age of obesity onset, duration spent obese (range 0 to 30 years), and cumulative obesity severity were derived. Obesity duration was examined in relation to a number of cardiometabolic disease risk factors collected in mid-adulthood: systolic (SBP) and diastolic blood pressure (DBP), high-density-lipoprotein cholesterol (HDL-C), and glycated haemoglobin (HbA1c). A greater obesity duration was associated with worse values for all cardiometabolic disease risk factors. The strongest association with obesity duration was for HbA1c: HbA1c levels in those with obesity for <5 years were relatively higher by 5% (95% CI: 4, 6), compared with never obese, increasing to 20% (95% CI: 17, 23) higher in those with obesity for 20 to 30 years. When adjustment was made for obesity severity, the association with obesity duration was largely attenuated for SBP, DBP, and HDL-C. For HbA1c, however, the association with obesity duration persisted, independent of obesity severity. Due to pooling of 3 cohorts and thus the availability of only a limited number harmonised variables across cohorts, our models included adjustment for only a small number of potential confounding variables, meaning there is a possibility of residual confounding. CONCLUSIONS Given that the obesity epidemic is characterised by a much earlier onset of obesity and consequently a greater lifetime exposure, our findings suggest that health policy recommendations aimed at preventing early obesity onset, and therefore reducing lifetime exposure, may help reduce the risk of diabetes, independently of obesity severity. However, to test the robustness of our observed associations, triangulation of evidence from different epidemiological approaches (e.g., mendelian randomization and negative control studies) should be obtained.
Collapse
Affiliation(s)
- Tom Norris
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
- * E-mail:
| | - Tim J. Cole
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - David Bann
- Centre for Longitudinal Studies, Department of Social Science, University College London, London, United Kingdom
| | - Mark Hamer
- Division of Surgery & Interventional Science/Institute of Sport, Exercise and Health, UCL, London, United Kingdom
| | | | - Leah Li
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Ken K. Ong
- MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - George B. Ploubidis
- Centre for Longitudinal Studies, Department of Social Science, University College London, London, United Kingdom
| | - Russell Viner
- UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - William Johnson
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom
| |
Collapse
|
8
|
Ford ND, Martorell R, Mehta NK, Perrine CG, Ramirez-Zea M, Stein AD. Lifecourse body mass index trajectories and cardio-metabolic disease risk in Guatemalan adults. PLoS One 2020; 15:e0240904. [PMID: 33091024 PMCID: PMC7580923 DOI: 10.1371/journal.pone.0240904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 10/01/2020] [Indexed: 11/22/2022] Open
Abstract
Little is known about body size over the life-course and non-communicable disease risk in low- and middle-income country populations. Our study explored the role of body mass index (BMI) trajectories from infancy through mid-adulthood on cardio-metabolic disease (CMD) risk factors in a prospective cohort of Guatemalan adults. Study participants were born in Guatemala from 1962-77 and have been followed prospectively since participating in a nutrition supplementation trial as children. Sex-specific BMI latent class trajectories were derived using latent class growth modeling from up to 22 possible BMI values from age 1 month to 42 years measured between 1969 and 2004. CMD risk factors were assessed in 2015-17 (at age 37-54 years) using anthropometry, blood glucose and lipids, and blood pressure. We used logistic regression to assess the role of BMI trajectory on CMD risk factors in 510 women and 346 men (N = 856). We identified two BMI latent classes for women (low [n = 287, 56.3%] and high [n = 223, 43.7%]) and three classes for men (low [n = 141, 40.8%], medium [n = 160, 46.2%], and high [n = 45, 13.0%]). Given the small percentage of men in the high BMI latent class, we collapsed the medium and high BMI latent classes for men (n = 205, 59.1%). Among the most prevalent CMD risk factors at ages 37-54 years were abdominal obesity defined by waist-height ratio (99.6% of women and 87.3% of men), obesity defined by percent body fat (96.6% of women and 75.9% of men), low HDL-c (87.5% of women and 74.5% of men), and elevated triglycerides (78.3% of women and 73.6% of men). Except for obesity defined by BMI, we found no associations between BMI latent class and CMD risk factors in women. Among men, BMI latent class was not associated with CMD risk factors after controlling for current BMI. For the CMD risk factors we analyzed, the role of early life BMI on adult CMD appeared to be mediated by adult BMI among men-highlighting the need to establish and maintain healthy body weight over the life course.
Collapse
Affiliation(s)
- Nicole D. Ford
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Reynaldo Martorell
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Neil K. Mehta
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Cria G. Perrine
- Division of Nutrition, Physical Activity, and Obesity, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Manuel Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases (CIIPEC), Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Aryeh D. Stein
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| |
Collapse
|
9
|
Wulaningsih W, Proitsi P, Wong A, Kuh D, Hardy R. Metabolomic correlates of central adiposity and earlier-life body mass index. J Lipid Res 2019; 60:1136-1143. [PMID: 30885925 DOI: 10.1194/jlr.p085944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 03/03/2019] [Indexed: 11/20/2022] Open
Abstract
BMI is correlated with circulating metabolites, but few studies discuss other adiposity measures, and little is known about metabolomic correlates of BMI from early life. We investigated associations between different adiposity measures, BMI from childhood through adulthood, and metabolites quantified from serum using 1H NMR spectroscopy in 900 British men and women aged 60-64. We assessed BMI, waist-to-hip ratio (WHR), android-to-gynoid fat ratio (AGR), and BMI from childhood through adulthood. Linear regression with Bonferroni adjustment was performed to assess adiposity and metabolites. Of 233 metabolites, 168; 126; and 133 were associated with BMI, WHR, and AGR at age 60-64, respectively. Associations were strongest for HDL, particularly HDL particle size-e.g., there was 0.08 SD decrease in HDL diameter (95% CI: 0.07-0.10) with each unit increase in BMI. BMI-adjusted AGR or WHR were associated with 31 metabolites where there was no metabolome-wide association with BMI. We identified inverse associations between BMI at age 7 and glucose or glycoprotein at age 60-64 and relatively large LDL cholesteryl ester with postadolescent BMI gains. In summary, we identified metabolomic correlates of central adiposity and earlier-life BMI. These findings support opportunities to leverage metabolomics in early prevention of cardiovascular risk attributable to body fatness.
Collapse
Affiliation(s)
- Wahyu Wulaningsih
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, King's College London, London SE5 9RS, United Kingdom
| | - Petroula Proitsi
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, King's College London, London SE5 9RS, United Kingdom.,University College London, London WC1B 5JU, United Kingdom; and Clinical Neuroscience Institute, King's College London, London SE5 9RS, United Kingdom
| | - Andrew Wong
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, King's College London, London SE5 9RS, United Kingdom
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, King's College London, London SE5 9RS, United Kingdom
| | - Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing, Institute of Cardiovascular Science, King's College London, London SE5 9RS, United Kingdom
| |
Collapse
|
10
|
Wulaningsih W, Kuh D, Wong A, Hardy R. Adiposity, Telomere Length, and Telomere Attrition in Midlife: the 1946 British Birth Cohort. J Gerontol A Biol Sci Med Sci 2018; 73:966-972. [PMID: 28957990 PMCID: PMC6001881 DOI: 10.1093/gerona/glx151] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 08/05/2017] [Indexed: 12/28/2022] Open
Abstract
Background Obesity has been linked with shorter telomere length, both of which have been implicated in ageing, but the impact of early life adiposity on telomere length is unclear. Methods We included 2,479 participants from the MRC National Survey of Health and Development with measurements of body mass index, waist and hip circumference, and leukocyte telomere length (LTL) at age 53, of whom 1,000 had second measurements at ages 60-64. Relative LTL was measured with rt-PCR. Linear regression was performed to investigate associations between adiposity and LTL. Body mass index from childhood through adulthood was used to assess adiposity across the life course. Results We found no cross-sectional associations between adiposity measures and LTL at ages 53 or 60-64. Longitudinally, each unit gain in waist circumference weakly corresponded with a 0.06% (95% CI: -1.31 to 0.10) LTL decrease annually, with association approaching statistical significance (p = 0.09). Being overweight at ages 6 and 15 corresponded to a nonsignificant shorter LTL at age 53 and they were associated with 2.06% (95% CI: 0.05-4.08%) and 4.26% (1.98-6.54%) less LTL attrition in midlife, respectively, compared to those who were not overweight. Conclusion There is a weak indication that greater telomere loss was seen with greater concurrent body mass index gain. Adolescent overweight corresponded to shorter telomeres in midlife, albeit weakly, and with less subsequent attrition. Our findings point toward potential pathways which may link adiposity and ageing outcomes.
Collapse
Affiliation(s)
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - Andrew Wong
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| |
Collapse
|
11
|
Wulaningsih W, Watkins J, Matsuguchi T, Hardy R. Investigating the associations between adiposity, life course overweight trajectories, and telomere length. Aging (Albany NY) 2017; 8:2689-2701. [PMID: 27650676 PMCID: PMC5191863 DOI: 10.18632/aging.101036] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Accepted: 08/29/2016] [Indexed: 12/11/2022]
Abstract
Obesity may accelerate ageing through chronic inflammation. To further examine this association, we assessed current adiposity, adiposity at early adulthood and life course overweight trajectories in relation to leukocyte telomere length (LTL). We included a total of 7,008 nationally representative U.S. residents and collected information on objectively measured body mass index (BMI), waist circumference and percent body fat. BMI at age 25 and overweight trajectories were assessed using self-reported history. Leukocyte telomere length (LTL) relative to a standard DNA reference (T/S ratio) was quantified by polymerase chain reaction (PCR). Linear regression models were used to examine the difference in LTL across adiposity measures at examination, BMI at age 25, and overweight trajectories. A 0.2% decrease in telomere length (95% CI:−0.3 to −0.07%) was observed for every kg/m2 increase in BMI, whereas a unit increase in waist circumference (cm) and percent body fat contributed to a 0.09% and 0.01% decrease in LTL, respectively. Higher BMI and being obese at age 25 contributed to lower LTL at older ages. Associations between weight loss through life course and LTL were observed, which further marked the importance of life course adiposity dynamics as a determinant of ageing.
Collapse
Affiliation(s)
- Wahyu Wulaningsih
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, University College London, London WC1B 5JU, UK.,Division of Haematology/Oncology, Faculty of Medicine, Universitas Gadjah Mada, Yogyakarta 55292, Indonesia.,PILAR Research and Education, Cambridge CB1 2JD, UK
| | | | - Tetsuya Matsuguchi
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA.,Driver Group, L.L.C., San Francisco, CA 94158, USA
| | - Rebecca Hardy
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, University College London, London WC1B 5JU, UK
| |
Collapse
|
12
|
Albanese E, Launer LJ, Egger M, Prince MJ, Giannakopoulos P, Wolters FJ, Egan K. Body mass index in midlife and dementia: Systematic review and meta-regression analysis of 589,649 men and women followed in longitudinal studies. ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING 2017; 8:165-178. [PMID: 28761927 PMCID: PMC5520956 DOI: 10.1016/j.dadm.2017.05.007] [Citation(s) in RCA: 153] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
INTRODUCTION We conducted a meta-analysis of the conflicting epidemiologic evidence on the association between midlife body mass index (BMI) and dementia. METHODS We searched standard databases to identify prospective, population-based studies of dementia risk by midlife underweight, overweight, and obesity. We performed random-effects meta-analyses and meta-regressions of adjusted relative risk (RR) estimates and formally explored between-study heterogeneity. RESULTS We included 19 studies on 589,649 participants (2040 incident dementia cases) followed up for up to 42 years. Midlife (age 35 to 65 years) obesity (BMI ≥ 30) (RR, 1.33; 95% confidence interval [CI], 1.08-1.63), but not overweight (25 < BMI < 30) (RR, 1.07; 95% CI, 0.96-1.20), was associated with dementia in late life. The association with midlife underweight (RR, 1.39; 95% CI, 1.13-1.70) was potentially driven by residual confounding (P from meta-regression = .004), selection (P = .046), and information bias (P = .007). DISCUSSION Obesity in midlife increases the risk of dementia. The association between underweight and dementia remains controversial.
Collapse
Affiliation(s)
- Emiliano Albanese
- Department of Psychiatry, University of Geneva, Switzerland
- Corresponding author. Tel.: +41-0-793750629; Fax: +41-0-22 372 5754.
| | - Lenore J. Launer
- National Institute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Matthias Egger
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Switzerland
| | - Martin J. Prince
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, UK
| | | | - Frank J. Wolters
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Kieren Egan
- Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| |
Collapse
|
13
|
Schrijnders D, Wever R, Kleefstra N, Houweling ST, van Hateren KJJ, de Bock GH, Bilo HJG, Groenier KH, Landman GWD. Addition of sulphonylurea to metformin does not relevantly change body weight: a prospective observational cohort study (ZODIAC-39). Diabetes Obes Metab 2016; 18:973-9. [PMID: 27265756 PMCID: PMC5129585 DOI: 10.1111/dom.12700] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Revised: 05/12/2016] [Accepted: 06/01/2016] [Indexed: 12/18/2022]
Abstract
AIM To investigate changes in body weight trajectories after the addition of individual sulphonylureas (SUs) to metformin in patients with type 2 diabetes. MATERIALS AND METHODS We conducted a retrospective observational cohort study, in a primary care setting in the Netherlands. Patients aged ≥18 years with type 2 diabetes who were included in the ZODIAC cohort between 1998 and 2012 and who received metformin monotherapy at inclusion (n = 29 195), and had used metformin as monotherapy for at least 1 year before receiving dual therapy through the addition of an SU for at least 1 year were eligible for inclusion. The primary outcome was within-drug yearly change in body weight after receiving add-on therapy with individual SUs during 5 years of follow-up. The secondary outcome was within-drug yearly change in glycated haemoglobin (HbA1c). Annual changes in weight and HbA1c were estimated with linear mixed models, adjusted for age, gender and diabetes duration. RESULTS A total of 2958 patients were included. No significant weight changes were observed within and between any of the individual SUs after treatment intensification (p = 0.24). In addition, no significant difference in weight between the add-on therapy combinations was observed (p = 0.26). The average HbA1c the year before intensification was 7.2% (55 mmol/mol) and dropped below 7.0% (53 mmol/mol) the year after. CONCLUSIONS In patients with type 2 diabetes treated in primary care, strict glycaemic control can be maintained with SUs used as add-on therapy to metformin, without the offset of relevant weight changes.
Collapse
Affiliation(s)
| | - Raiza Wever
- Diabetes Centre, Isala, Zwolle, The Netherlands
| | - Nanne Kleefstra
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Langerhans Medical Research Group, Zwolle, The Netherlands
- Department of Internal Medicine, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Sebastiaan T Houweling
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Langerhans Medical Research Group, Zwolle, The Netherlands
- Department of General Practice, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Kornelis J J van Hateren
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Langerhans Medical Research Group, Zwolle, The Netherlands
| | - Geertruida H de Bock
- Department of Epidemiology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Henk J G Bilo
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Department of Internal Medicine, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
- Department of Internal Medicine, Isala, Zwolle, The Netherlands
| | - Klaas H Groenier
- Department of General Practice, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Gijs W D Landman
- Diabetes Centre, Isala, Zwolle, The Netherlands
- Langerhans Medical Research Group, Zwolle, The Netherlands
- Department of Internal Medicine, Gelre Hospital, Apeldoorn, The Netherlands
| |
Collapse
|
14
|
Hardy R, Ghosh AK, Deanfield J, Kuh D, Hughes AD. Birthweight, childhood growth and left ventricular structure at age 60-64 years in a British birth cohort study. Int J Epidemiol 2016; 45:1091-1102. [PMID: 27413103 PMCID: PMC5841632 DOI: 10.1093/ije/dyw150] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2016] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND High left ventricular mass (LVM) is an independent predictor of cardiovascular disease and mortality, but information relating LVM in older age to growth in early life is limited. We assessed the relationship of birthweight, height and body mass index (BMI) and overweight across childhood and adolescence with later life left ventricular (LV) structure. METHODS We used data from the MRC National Survey of Health and Development (NSHD) on men and women born in 1946 in Britain and followed up ever since. We use regression models to relate prospective measures of birthweight and height and BMI from ages 2-20 years to LV structure at 60-64 years. RESULTS Positive associations of birthweight with LVM and LV end diastolic volume (LVEDV) at 60-64 years were largely explained by adult height. Higher BMI, greater changes in BMI and greater accumulation of overweight across childhood and adolescence were associated with higher LVM and LVEDV and odds of concentric hypertrophy. Those who were overweight at two ages in early life had a mean LVM 11.5 g (95% confidence interval: -2.19,24.87) greater, and a mean LVEDV 10.0 ml (3.7,16.2) greater, than those who were not overweight. Associations were at least partially mediated through adult body mass index. Body size was less consistently associated with relative wall thickness (RWT), with the strongest association being observed with pubertal BMI change [0.007 (0.001,0.013) per standard deviation change in BMI 7-15 years]. The relationships between taller childhood height and LVM and LVEDV were explained by adult height. CONCLUSIONS Given the increasing levels of overweight in contemporary cohorts of children, these findings further emphasize the need for effective interventions to prevent childhood overweight.
Collapse
Affiliation(s)
- Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK,
| | - Arjun K Ghosh
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
- Barts Heart Centre, London, UK
- International Centre for Circulatory Health, Imperial College London, UK and
| | - John Deanfield
- Institute of Cardiovascular Science, University College London, UK
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing at UCL, London, UK
| | - Alun D Hughes
- Institute of Cardiovascular Science, University College London, UK
| |
Collapse
|
15
|
Ben-Shlomo Y, Cooper R, Kuh D. The last two decades of life course epidemiology, and its relevance for research on ageing. Int J Epidemiol 2016; 45:973-988. [PMID: 27880685 PMCID: PMC5841628 DOI: 10.1093/ije/dyw096] [Citation(s) in RCA: 142] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2016] [Indexed: 12/11/2022] Open
Affiliation(s)
- Yoav Ben-Shlomo
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Rachel Cooper
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| |
Collapse
|
16
|
Archer G, Pikhart H, Head J. Do depressive symptoms predict cancer incidence?: 17-year follow-up of the Whitehall II study. J Psychosom Res 2015; 79:595-603. [PMID: 26299450 DOI: 10.1016/j.jpsychores.2015.07.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2015] [Revised: 06/23/2015] [Accepted: 07/20/2015] [Indexed: 01/06/2023]
Abstract
OBJECTIVE To explore the association between depressive symptom history and cancer incidence. METHODS Affective/emotional depressive symptoms were assessed using the General Health Questionnaire (GHQ-30) depression sub-scale across phase 1 (1985-1988), phase 2 (1989-1990), and phase 3 (1991-1994) of the Whitehall II prospective cohort study; 'chronic'=depressive episode at phase 1, 2 and 3; 'new'=depressive episode at phase 3 only. Cancer incidence was obtained from the National Health Service Central Register with an average follow-up of 15.6 years (range 0.08-17.4). The study sample consisted of 6983 participants, aged 35-55 years at baseline. Results were adjusted for age, sex, socio-economic position, health behaviours, health status/conditions, medication, and social support. RESULTS Over a 17.4 year follow-up, chronic depressive symptoms did not increase the risk of cancer incidence compared to those who never experienced symptoms (hazard ratio (HR)=1.03, 95% confidence interval (CI): 0.71-1.49). Participants who experienced new depressive symptoms had an increased risk of cancer incidence in the first 9 years of follow-up (HR=1.89, 95% CI: 1.23-2.90) but no increased risk in later years (HR=0.84, 95% CI: 0.52-1.35). CONCLUSION Chronic depressive symptoms were not associated with cancer incidence. In contrast, new-onset symptoms were associated with a substantially increased risk, possibly due to reverse causality.
Collapse
Affiliation(s)
- Gemma Archer
- Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, WC1E 7HB London, UK.
| | - Hynek Pikhart
- Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, WC1E 7HB London, UK
| | - Jenny Head
- Department of Epidemiology and Public Health, University College London, 1-19 Torrington Place, WC1E 7HB London, UK
| |
Collapse
|
17
|
Abstract
A life course approach in epidemiology investigates the biological, behavioral and social pathways that link physical and social exposures and experiences during gestation, childhood, adolescence and adult life, and across generations, to later-life health and disease risk. We illustrate how a life course approach has been applied to cardiovascular disease, highlighting the evidence in support of the early origins of disease risk. We summarize how trajectories of cardiometabolic risk factors change over the life course and suggest that understanding underlying 'normal' or 'healthy' trajectories and the characteristics that drive deviations from such trajectories offer the potential for early prevention and for identifying means of preventing future disease.
Collapse
Affiliation(s)
- Rebecca Hardy
- MRC Unit for Lifelong Health & Ageing at UCL, 33 Bedford Place, London, WC1B 5JU, UK
| | | | | |
Collapse
|
18
|
Li L, Hardy R, Kuh D, Power C. Life-course body mass index trajectories and blood pressure in mid life in two British birth cohorts: stronger associations in the later-born generation. Int J Epidemiol 2015; 44:1018-26. [PMID: 26078389 PMCID: PMC4521132 DOI: 10.1093/ije/dyv106] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2015] [Indexed: 11/12/2022] Open
Abstract
Background: Little is known about the impact of recent increases in obesity and more rapid gains in body mass index (BMI) on cardiovascular risk factors. We investigated life-course BMI trajectories associations with adult blood pressure (BP) across two generations. Methods: We used the the 1946 and 1958 British birth cohorts. Joint multivariate response models were fitted to longitudinal BMI measures [7, 11, 16, 20, 26, 36, 43 and 50 y (years): 1946 cohort, n = 4787; 7, 11, 16, 23, 33 and 45 y: 1958 cohort, n = 16 820] and mid-adult BP. We adopted linear spline models with random coefficients to characterize childhood and adult BMI slopes. Results: Mean systolic BP (SBP) decreased from the earlier- to later-born cohort by 2.8 mmHg in females, not males; mean diastolic BP (DBP) decreased by 3.2-3.3 mmHg (both sexes). Adult BMI was higher in the later- than the earlier-born cohort by 1.3-1.8 kg/m2, slopes of BMI trajectory were steeper from early adulthood and associations with adult BP were stronger. Associations between adult BMI and SBP were stronger in the later-born cohort. For males, childhood BMI slope was associated with SBP only in the later-born cohort; the association for adult BMI slope was stronger in the later-born cohort: correlation coefficient r = 0.28 [95% confidence interval (CI): 0.25,0.33] versus 0.13 (0.06,0.20). For females, childhood slope was associated with SBP in both cohorts; adult slope was associated with SBP only in the 1958 cohort [r = 0.34 (0.31,0.37)]. Patterns of child-to-adult BMI associations were similar in relation to DBP. Conclusions: BP did not increase between two generations born 12 y apart despite higher BMI levels. A stronger association between BMI trajectory and BP in the later-born cohort suggests that BMI-related effects may have been offset by improvements in other factors linked to BP, such as diet and smoking.
Collapse
Affiliation(s)
- Leah Li
- Centre for Paediatric Epidemiology & Biostatistics and
| | - Rebecca Hardy
- MRC Unit for Lifelong Health and Ageing, University College London, UK
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing, University College London, UK
| | - Chris Power
- Centre for Paediatric Epidemiology & Biostatistics and
| |
Collapse
|
19
|
How Has the Age-Related Process of Overweight or Obesity Development Changed over Time? Co-ordinated Analyses of Individual Participant Data from Five United Kingdom Birth Cohorts. PLoS Med 2015; 12:e1001828; discussion e1001828. [PMID: 25993005 PMCID: PMC4437909 DOI: 10.1371/journal.pmed.1001828] [Citation(s) in RCA: 129] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2014] [Accepted: 04/10/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND There is a paucity of information on secular trends in the age-related process by which people develop overweight or obesity. Utilizing longitudinal data in the United Kingdom birth cohort studies, we investigated shifts over the past nearly 70 years in the distribution of body mass index (BMI) and development of overweight or obesity across childhood and adulthood. METHODS AND FINDINGS The sample comprised 56,632 participants with 273,843 BMI observations in the 1946 Medical Research Council National Survey of Health and Development (NSHD; ages 2-64 years), 1958 National Child Development Study (NCDS; 7-50), 1970 British Cohort Study (BCS; 10-42), 1991 Avon Longitudinal Study of Parents and Children (ALSPAC; 7-18), or 2001 Millennium Cohort Study (MCS; 3-11). Growth references showed a secular trend toward positive skewing of the BMI distribution at younger ages. During childhood, the 50th centiles for all studies lay in the middle of the International Obesity Task Force normal weight range, but during adulthood, the age when a 50th centile first entered the overweight range (i.e., 25-29.9 kg/m2) decreased across NSHD, NCDS, and BCS from 41 to 33 to 30 years in males and 48 to 44 to 41 years in females. Trajectories of overweight or obesity showed that more recently born cohorts developed greater probabilities of overweight or obesity at younger ages. Overweight or obesity became more probable in NCDS than NSHD in early adulthood, but more probable in BCS than NCDS and NSHD in adolescence, for example. By age 10 years, the estimated probabilities of overweight or obesity in cohorts born after the 1980s were 2-3 times greater than those born before the 1980s (e.g., 0.229 [95% CI 0.219-0.240] in MCS males; 0.071 [0.065-0.078] in NSHD males). It was not possible to (1) model separate trajectories for overweight and obesity, because there were few obesity cases at young ages in the earliest-born cohorts, or (2) consider ethnic minority groups. The end date for analyses was August 2014. CONCLUSIONS Our results demonstrate how younger generations are likely to accumulate greater exposure to overweight or obesity throughout their lives and, thus, increased risk for chronic health conditions such as coronary heart disease and type 2 diabetes mellitus. In the absence of effective intervention, overweight and obesity will have severe public health consequences in decades to come.
Collapse
|
20
|
Heianza Y, Kodama S, Arase Y, Hsieh SD, Yoshizawa S, Tsuji H, Saito K, Tanaka S, Hara S, Sone H. Role of Body Mass Index History in Predicting Risk of the Development of Hypertension in Japanese Individuals. Hypertension 2014; 64:247-52. [DOI: 10.1161/hypertensionaha.113.02918] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Yoriko Heianza
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Satoru Kodama
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Yasuji Arase
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Shiun Dong Hsieh
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Sakiko Yoshizawa
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Hiroshi Tsuji
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Kazumi Saito
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Shiro Tanaka
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Shigeko Hara
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| | - Hirohito Sone
- From the Department of Internal Medicine, Niigata University Faculty of Medicine, Niigata, Japan (Y.H., S.K., S.Y., K.S., H.S.); Health Management Center, Toranomon Hospital, Tokyo, Japan (Y.H., S.K., Y.A., S.D.H., H.T., K.S., S.H., H.S.); Okinaka Memorial Institute for Medical Research, Toranomon Hospital, Tokyo, Japan (Y.A., S.D.H., H.T., S.H.); and Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan (S.T.)
| |
Collapse
|
21
|
Ghosh AK, Francis DP, Chaturvedi N, Kuh D, Mayet J, Hughes AD, Hardy RJ. Cardiovascular Risk Factors from Early Life Predict Future Adult Cardiac Structural and Functional Abnormalities: A Systematic Review of the Published Literature. ACTA ACUST UNITED AC 2014; 2:78-87. [PMID: 27294103 PMCID: PMC4902124 DOI: 10.12970/2311-052x.2014.02.02.4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Background Clinical practice evaluates cardiovascular risk based on current risk factor (RF) levels [Blood pressure (BP), body mass index (BMI) and glycaemic control] largely disregarding previous risk-factor history over the totality of the life course. RFs are related to contemporaneous echocardiographic measures of cardiac structure and function which in turn are independently related to cardiovascular morbidity and mortality in cross-sectional studies. However, the effect of lifetime or earlier RF history on future echocardiographic changes has never been systematically examined. Methods A systematic review of the published literature identified 24 studies relating either earlier BP, BMI, glycaemic control or a combination to future cardiac structure and/or function. Results The majority of studies showed that elevated BP and BMI in earlier life and greater cumulative burden of these factors resulted in worse cardiac structure up to 24 years later. Studies examining glycaemic control as RF were few, but poorer glycaemic control in young adults was associated with increased future left ventricular mass. While only 5 papers related RFs to future cardiac function, all RFs were positively associated with worse future diastolic function. Conclusions BP, BMI and glycaemic control measures in childhood, adolescence and early adulthood and subsequent longitudinal trajectories of BP and BMI are predictive of future abnormalities in cardiac structure and function. Lifetime RF history should be used to inform clinical practice. Further research is required to enable the identification of any sensitive periods in the life course to enable prevention when it is most likely to be effective.
Collapse
Affiliation(s)
- Arjun K Ghosh
- International Centre for Circulatory Health, Imperial College London; Medical Research Council Unit for Lifelong Health and Ageing, London, UK
| | - Darrel P Francis
- International Centre for Circulatory Health, Imperial College London
| | - Nishi Chaturvedi
- International Centre for Circulatory Health, Imperial College London
| | - Diana Kuh
- Medical Research Council Unit for Lifelong Health and Ageing, London, UK
| | - Jamil Mayet
- International Centre for Circulatory Health, Imperial College London
| | - Alun D Hughes
- International Centre for Circulatory Health, Imperial College London
| | - Rebecca J Hardy
- Medical Research Council Unit for Lifelong Health and Ageing, London, UK
| |
Collapse
|
22
|
Hoekstra T, Barbosa-Leiker C, Wright BR, Twisk JW. Effects of long-term developmental patterns of adiposity on levels of C-reactive protein and fibrinogen among North-American men and women: the Spokane Heart Study. Obes Facts 2014; 7:197-210. [PMID: 24903324 PMCID: PMC5644842 DOI: 10.1159/000362570] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Accepted: 03/04/2014] [Indexed: 01/08/2023] Open
Abstract
This study examined the heterogeneity in BMI development by identifying distinct developmental trajectories. These trajectories were further investigated by relating them to markers of low-grade inflammation later in life. Data from approximately 400 healthy volunteers participating in the Spokane Heart Study were collected in 2-year intervals, and four waves of data were available for the current analyses. Body weight was measured by BMI and low-grade inflammation by high-sensitivity C-reactive protein (CRP) and fibrinogen. Up to date statistical techniques, i.e., latent class growth models, were used to analyse heterogeneity in body weight, and linear regressions were run to analyse possible associations between trajectories of body weight and CRP/fibrinogen levels. Six trajectories were identified (three stable, two increasing, and one decreasing) which differed significantly on CRP/fibrinogen levels, highlighting the importance of weight trajectories. The differences were only partly explained by variations in lifestyle habits.
Collapse
Affiliation(s)
- Trynke Hoekstra
- Faculty of Earth and Life Sciences, Department of Health Sciences and the EMGO Institute of Health and Care Research, VU University, WA, USA
- Department of Epidemiology and Biostatistics and the EMGO Institute of Health and Care Research, VU University Medical Center, Amsterdam, The Netherlands, WA, USA
| | | | - Bruce R. Wright
- Health and Wellness Services, Washington State University Pullman, WA, USA
| | - Jos W.R. Twisk
- Department of Epidemiology and Biostatistics and the EMGO Institute of Health and Care Research, VU University Medical Center, Amsterdam, The Netherlands, WA, USA
| |
Collapse
|
23
|
Cooper R, Hardy R, Bann D, Aihie Sayer A, Ward KA, Adams JE, Kuh D. Body mass index from age 15 years onwards and muscle mass, strength, and quality in early old age: findings from the MRC National Survey of Health and Development. J Gerontol A Biol Sci Med Sci 2014; 69:1253-9. [PMID: 24682351 PMCID: PMC4158414 DOI: 10.1093/gerona/glu039] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Background. As more people live more of their lives obese, it is unclear what impact this will have on muscle mass, strength, and quality. We aimed to examine the associations of body mass index (BMI) from age 15 years onwards with low muscle mass, strength, and quality in early old age. Methods. A total of 1,511 men and women from a British birth cohort study with BMI measured at 15, 20, 26, 36, 43, 53, and 60–64 years and dual-energy x-ray absorptiometry scans at 60–64 years were included. Four binary outcomes identified those in the bottom sex-specific 20% of (a) appendicular lean mass (ALM) index (kilogram per square meter), (b) ALM residuals (derived from sex-specific models in which ALM (kilogram) = β0 + β1 height [meter] + β2 fat mass [kilogram]), (c) grip strength (kilogram), (d) muscle quality (grip strength [kilogram]/arm lean mass [kilogram]). Associations of BMI with each outcome were tested. Results. Higher BMI from age 15 years was associated with lower odds of low ALM but higher odds of low muscle quality (per 1 SD increase in BMI at 36 years, odds ratio of low ALM residuals = 0.50 [95% CI: 0.43, 0.59], and muscle quality = 1.50 [1.29, 1.75]). Greater gains in BMI were associated with lower odds of low ALM index but higher odds of low muscle quality. BMI was not associated with grip strength. Conclusions. Given increases in the global prevalence of obesity, cross-cohort comparisons of sarcopenia need to consider our findings that greater gains in BMI are associated with higher muscle mass but not with grip strength and therefore with lower muscle quality.
Collapse
Affiliation(s)
| | | | - David Bann
- MRC Unit for Lifelong Health and Ageing at UCL, UK
| | - Avan Aihie Sayer
- Academic Geriatric Medicine, MRC Lifecourse Epidemiology Unit, University of Southampton, UK
| | - Kate A Ward
- MRC Human Nutrition Research, Elsie Widdowson Laboratory, Cambridge, UK
| | - Judith E Adams
- Clinical Radiology and Academic Health Science Centre, Manchester Royal Infirmary, Central Manchester University Hospital NHS Foundation Trust, UK
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing at UCL, UK
| | | |
Collapse
|
24
|
Time-of-day of energy intake: association with hypertension and blood pressure 10 years later in the 1946 British Birth Cohort. J Hypertens 2013; 31:882-92. [PMID: 23385650 DOI: 10.1097/hjh.0b013e32835ecc06] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVES The role of circadian rhythm of energy and macronutrient intake in influencing cardiometabolic risk factors is increasingly recognized. However, little is known of the association between time of energy intake and blood pressure. We examined the association between time-of-day of energy intake and subsequent hypertension and change in blood pressure. METHODS The analysis included 517 men and 635 women from the 1946 British birth cohort. Diet was assessed using 5-day estimated diaries. Diaries were divided into seven meal slots: breakfast, mid-morning, lunch, mid-afternoon, dinner, late evening and extras. Time-of-day of energy intake at age 43 years was related to hypertension prevalence at 43 years and incidence at age 53 years and 10-year changes in SBP and DBP using logistic regression and censored regression controlling for medication use. RESULTS Cohort members in the highest quintile of energy intake at breakfast at age 43 years had 30% lower odds of hypertension prevalence compared with those in the lowest. Cohort members in the highest quintile of energy intake at late evening had higher odds of incident hypertension at age 53 years [odds ratio = 1.55; 95% confidence interval (CI) 0.93-2.61; P for linear trend = 0.052]. Compared to the lowest quintile, the highest quintile of energy intake late in the evening was related to a greater rise in SBP (β = 5.09; 95% CI 1.25-8.93) and DBP (43-53 years) (β = 2.08; 95%CI 0.27-5.32). CONCLUSION Higher energy intake at breakfast is associated with lower hypertension prevalence. Greater energy intake late in the evening is associated with higher hypertension prevalence, incidence and greater increases in blood pressure.
Collapse
|
25
|
Park MH, Sovio U, Viner RM, Hardy RJ, Kinra S. Overweight in childhood, adolescence and adulthood and cardiovascular risk in later life: pooled analysis of three british birth cohorts. PLoS One 2013; 8:e70684. [PMID: 23894679 PMCID: PMC3722162 DOI: 10.1371/journal.pone.0070684] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2013] [Accepted: 06/20/2013] [Indexed: 01/14/2023] Open
Abstract
Background Overweight and obesity in adulthood are established risk factors for adverse cardiovascular outcomes, but the contribution of overweight in childhood to later cardiovascular risk is less clear. Evidence for a direct effect of childhood overweight would highlight early life as an important target for cardiovascular disease prevention. The aim of this study was to assess whether overweight and obesity in childhood and adolescence contribute to excess cardiovascular risk in adults. Methods and findings Data from three British birth cohorts, born in 1946, 1958 and 1970, were pooled for analysis (n = 11,447). Individuals were categorised, based on body mass index (BMI), as being of normal weight or overweight/obese in childhood, adolescence and adulthood. Eight patterns of overweight were defined according to weight status at these three stages. Logistic regression models were fitted to assess the associations of patterns of overweight with self-reported type 2 diabetes, hypertension, and coronary heart disease (CHD) in adulthood (34–53 years). Compared to cohort members who were never overweight, those who were obese in adulthood had increased risk of all outcomes. For type 2 diabetes, the odds ratio was higher for obese adults who were also overweight or obese in childhood and adolescence (OR 12.6; 95% CI 6.6 to 24.0) than for those who were obese in adulthood only (OR 5.5; 95% CI 3.4 to 8.8). There was no such effect of child or adolescent overweight on hypertension. For CHD, there was weak evidence of increased risk among those with overweight in childhood. The main limitations of this study concern the use of self-reported outcomes and the generalisability of findings to contemporary child populations. Conclusions Type 2 diabetes and to a lesser extent CHD risk may be affected by overweight at all stages of life, while hypertension risk is associated more strongly with weight status in adulthood.
Collapse
Affiliation(s)
- Min Hae Park
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
- * E-mail:
| | - Ulla Sovio
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Russell M. Viner
- Department of General and Adolescent Paediatrics, UCL Institute of Child Health, London, United Kingdom
| | - Rebecca J. Hardy
- MRC Unit for Lifelong Health and Ageing, Institute of Epidemiology and Health Care, University College London, London, United Kingdom
| | - Sanjay Kinra
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| |
Collapse
|
26
|
Silverwood RJ, Pierce M, Thomas C, Hardy R, Ferro C, Sattar N, Whincup P, Savage C, Kuh D, Nitsch D. Association between younger age when first overweight and increased risk for CKD. J Am Soc Nephrol 2013; 24:813-21. [PMID: 23559581 DOI: 10.1681/asn.2012070675] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
There is little information on how the duration of overweight or obesity during life affects the risk for CKD. To investigate whether prolonged exposure to overweight during adult life increases the risk of later CKD in a cumulative manner, we analyzed data from the Medical Research Council National Survey of Health and Development, a socially stratified sample of 5362 singleton children born in 1 week in March 1946 in England, Scotland, and Wales. Multiple imputation expanded the analysis sample from the initial 1794 participants with complete data to 4584. This study collected self-reported body mass index (BMI) at ages 20 and 26 years and measured BMI at ages 36, 43, 53, and 60-64 years. The outcome of interest was CKD at age 60-64 years, suggested by estimated GFR (eGFR) <60 ml/min per 1.73 m(2) and/or urine albumin-to-creatinine ratio (UACR) ≥ 3.5 mg/mmol. In analyses adjusted for childhood and adulthood social class, first becoming overweight at younger ages was associated with higher odds of developing CKD by age 60-64 years. Compared with those who first became overweight at age 60-64 years or never became overweight, those first overweight at age 26 or 36 years had approximately double the odds of developing CKD. The strength of this association decreased with increasing age when first overweight (P for trend <0.001). These associations were consistent for creatinine-based eGFR, cystatin C-based eGFR, and UACR. Taken together, these results suggest that preventing overweight in early adulthood may have a considerable effect on the prevalence of CKD in the population.
Collapse
Affiliation(s)
- Richard J Silverwood
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
27
|
Pinto Pereira SM, Power C. Life course body mass index, birthweight and lipid levels in mid-adulthood: a nationwide birth cohort study. Eur Heart J 2012; 34:1215-24. [PMID: 23234645 DOI: 10.1093/eurheartj/ehs333] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
AIMS Improvement in lipid profiles is an important public health and clinical goal for which a better understanding is needed of biological pathways and influences. Evidence is scant on the role of growth, including trajectories of body mass index (BMI), so we aimed to determine whether particular life stages from birth to adulthood are important for lipid levels in mid-adulthood (45 years). METHODS AND RESULTS In the 1958 British birth cohort (n = 3927 men; 3897 women), weight and height were recorded at: birth (weight only), 7, 11, 16, 23, 33, and 45 years. Birthweight was inversely associated with triglycerides and in women with total- and non-high-density lipoprotein cholesterol; associations were little affected by adjustment for 7-year BMI. Associations between lipids and BMI strengthened with age, e.g. in women, adult (45-year) triglycerides were elevated by 1.54% (95% confidence interval: 0.87-2.21%) and 3.57% (3.29-3.86%), respectively, per kg/m² higher BMI at 11 and 45 years. Body mass index gain was related to lipids, with strongest associations for the interval between 33 and 45 years, where a kg/m² gain in BMI was associated with ~0.6% higher total cholesterol and ~5.3% higher triglycerides. Associations between 45-year BMI and lipids were stronger for those with lowest than highest BMI at younger ages (P for interaction ≤0.05). A long duration of obesity and obesity in childhood but not thereafter were unrelated to adult lipid levels. CONCLUSIONS Our findings from a large population-based cohort highlight detrimental consequences of high adult BMI for lipids as most pronounced for those with a lower BMI at earlier life stages.
Collapse
Affiliation(s)
- Snehal M Pinto Pereira
- Centre for Paediatric Epidemiology and Biostatistics, UCL Institute of Child Health, 30 Guilford Street London WC1N 1EH, UK
| | | |
Collapse
|
28
|
Abstract
BACKGROUND We investigated whether there are subgroups with different underlying (latent) trajectories of midlife systolic blood pressure (BP), diastolic BP, and pulse pressure in a UK cohort. METHODS Data are from 1840 men and 1819 women with BP measured at ages 36, 43, and 53 years. We used unconditional growth mixture models to test for the presence of latent trajectory classes. Extracted classes were described in terms of a number of known lifetime risk factors, and linked to the risk of undiagnosed angina (Rose questionnaire) at age 53 years. RESULTS In both sexes for systolic BP, diastolic BP, and pulse pressure, there was a large "normative" class (>90% of the sample) characterized by gentle annual increases (eg, an increase in male systolic BP of 0.9 mm Hg/year [95% confidence interval = 0.9 to 1.0]), with a smaller class for whom the rate of increase was high (eg, an increase in male systolic BP of 3.1 mm Hg/year [2.8 to 3.4]). In women, there was an additional class for whom BP was high at age 36 and remained high. Persons in the "normative" classes were, on average, heavier at birth and taller at age 7 years, had a lower midlife body mass index, and were less likely to be on antihypertensive medication compared with those in other classes. Among those with no diagnosed cardiovascular disease, those in the classes with more strongly increasing systolic BP and pulse pressure were at greatest risk of angina. CONCLUSION Our study suggests that in midlife the majority of the population have a gentle underlying increase in BP, but that there also exists an important subgroup in whom BP increases much more markedly. These classes may be useful for identifying those most at risk for cardiovascular disease.
Collapse
|
29
|
Giles L, Davies M, Whitrow M, Rumbold A, Lynch J, Sawyer M, Moore V. Structured Regression Analyses of Life Course Processes: An Example Exploring How Maternal Depression in Early Childhood Affects Children’s Subsequent Internalizing Behavior. Ann Epidemiol 2011; 21:654-9. [DOI: 10.1016/j.annepidem.2011.04.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Revised: 03/09/2011] [Accepted: 04/01/2011] [Indexed: 11/16/2022]
|
30
|
Murray ET, Mishra GD, Kuh D, Guralnik J, Black S, Hardy R. Life course models of socioeconomic position and cardiovascular risk factors: 1946 birth cohort. Ann Epidemiol 2011; 21:589-97. [PMID: 21737047 PMCID: PMC3226834 DOI: 10.1016/j.annepidem.2011.04.005] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2011] [Revised: 04/04/2011] [Accepted: 04/27/2011] [Indexed: 11/15/2022]
Abstract
PURPOSE To identify the life course model that best describes the association between life course socioeconomic position (SEP) and cardiovascular (CVD) risk factors (ie, body mass index [BMI], systolic and diastolic blood pressure, total cholesterol, low-density lipoprotein, high-density lipoprotein, triglycerides, and glycated hemoglobin) and explore BMI across the life course as mediators of the relationship. METHODS The Medical Research Council National Survey of Health and Development was used to compare partial F-tests of simpler nested life course SEP models corresponding to critical period, accumulation, and social mobility models with a saturated model. Then, the chosen life course model for each CVD risk factor was adjusted for BMI at age 53 and lifetime BMI (ages 4, 26, 43, and 53 years). RESULTS Among women, SEP was generally associated with CVD risk factors in a cumulative manner, whereas childhood critical period was the prominent model for men. When the best-fitting SEP models were used, we found that adjustment for BMI at age 53 reduced associations for all outcomes in both genders. Further adjustment for lifetime BMI (4, 26, 43, and 53 years) did not substantially alter most associations (except for triglycerides). CONCLUSIONS SEP at different points across life influences CVD risk factors differently in men and women.
Collapse
Affiliation(s)
- Emily T Murray
- MRC Unit for Lifelong Health and Ageing, University College and Royal Free Medical School, London, United Kingdom.
| | | | | | | | | | | |
Collapse
|
31
|
Gaysina D, Hotopf M, Richards M, Colman I, Kuh D, Hardy R. Symptoms of depression and anxiety, and change in body mass index from adolescence to adulthood: results from a British birth cohort. Psychol Med 2011; 41:175-184. [PMID: 20236569 PMCID: PMC3188372 DOI: 10.1017/s0033291710000346] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Depression and anxiety have been shown to be associated with obesity and underweight, but little is known about how the relationship varies across the life course, from adolescence through adulthood. We aimed to investigate the association between adolescent- and adult-onset affective symptoms and body mass index (BMI) change from age 15 to 53 years. METHOD We used data from a British birth cohort born in 1946 and followed up ever since. The relationship between affective symptom profiles, distinguishing adolescent-onset and adult-onset symptoms, and BMI change from adolescence to age 53 years was investigated using multilevel models. RESULTS Women with adolescent-onset symptoms had lower mean BMI at age 15 years, faster rates of increase across adulthood, and higher BMI at age 53 years than those with no symptoms. Men with adolescent-onset symptoms had lower BMI at all ages from 15 to 53 years. The BMI trajectories of men and women with adult-onset symptoms did not differ from those with absence of symptoms at all ages. CONCLUSIONS The relationship between affective symptoms and change in BMI varies by sex and age at onset of symptoms. Adolescence may be an important period for the development of the association between affective symptoms and weight gain in girls. Intervention to prevent increases in BMI across adult life in women with adolescent-onset symptoms, even if they are not overweight at this age, should be considered.
Collapse
Affiliation(s)
- D Gaysina
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK.
| | | | | | | | | | | |
Collapse
|
32
|
Strand BH, Murray ET, Guralnik J, Hardy R, Kuh D. Childhood social class and adult adiposity and blood-pressure trajectories 36-53 years: gender-specific results from a British birth cohort. J Epidemiol Community Health 2010; 66:512-8. [PMID: 21098826 DOI: 10.1136/jech.2010.115220] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND In this study, the authors investigate gender-specific effects of childhood socio-economic position (SEP) on adiposity and blood pressure at three time points in adulthood. METHODS Mixed models were used to assess the association of childhood SEP with body mass index (BMI), waist circumference, systolic blood pressure (SBP) and diastolic blood pressure (DBP) at ages 36, 43 and 53 years in a British birth cohort. RESULTS The adverse effect of lower childhood SEP on adiposity increased between ages 36 and 53 years in women (BMI: trend test: p=0.03) and remained stable in men, but the opposite was seen for SBP, where inequalities increased in men (p=0.01). Childhood SEP inequalities in DBP were stable with age in both men and women. Educational attainment mediated some but not all of the effects of childhood SEP on adiposity and SBP, and their rate of change; adult social class was a less important mediator. CONCLUSION Childhood SEP is important for adult adiposity and blood pressure across midlife, especially for BMI in women and for blood pressure in men. Thus, pathways to adult health differ for men and women, and public health policies aimed at reducing social inequalities need to start early in life and take account of gender.
Collapse
Affiliation(s)
- Bjørn Heine Strand
- MRC National Survey of Healthand Development, MRC Unit for Lifelong Health and Ageing, London, UK.
| | | | | | | | | |
Collapse
|