| Literature DB >> 18835958 |
Caroline H D Fall1, Harshpal Singh Sachdev, Clive Osmond, Ramakrishnan Lakshmy, Sushant Dey Biswas, Dorairaj Prabhakaran, Nikhil Tandon, Siddharth Ramji, K Srinath Reddy, David J P Barker, Santosh K Bhargava.
Abstract
OBJECTIVE: The purpose of this study was to describe patterns of infant, childhood, and adolescent BMI and weight associated with adult metabolic risk factors for cardiovascular disease. RESEARCH DESIGN AND METHODS: We measured waist circumference, blood pressure, glucose, insulin and lipid concentrations, and the prevalence of metabolic syndrome (National Cholesterol Education Program Adult Treatment Panel III definition) in 1,492 men and women aged 26-32 years in Delhi, India, whose weight and height were recorded every 6 months throughout infancy (0-2 years), childhood (2-11 years), and adolescence (11 years-adult).Entities:
Mesh:
Year: 2008 PMID: 18835958 PMCID: PMC2584194 DOI: 10.2337/dc08-0911
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 17.152
Body measurements at birth, 2, 11, and 26–32 years and adult risk factors and components of the metabolic syndrome
| Men | Women | |||
|---|---|---|---|---|
| 886 | 640 | |||
| Birth | ||||
| Length (SD score) | −0.44 ± 0.80 | 779 | −0.45 ± 0.81 | 558 |
| Weight (SD score) | −1.06 ± 0.71 | 803 | −1.17 ± 0.72 | 561 |
| At 2 years | ||||
| Height (SD score) | −1.54 ± 1.03 | 840 | −1.55 ± 1.04 | 609 |
| Weight (SD score) | −2.01 ± 1.19 | 834 | −2.27 ± 1.43 | 609 |
| BMI (SD score) | −0.78 ± 1.10 | 833 | −0.85 ± 0.98 | 604 |
| At 11 years | ||||
| Height (SD score) | −1.11 ± 0.84 | 831 | −1.37 ± 1.04 | 607 |
| Weight (SD score) | −1.56 ± 1.01 | 834 | −1.87 ± 1.19 | 608 |
| BMI (SD score) | −1.23 ± 1.03 | 830 | −1.31 ± 1.04 | 606 |
| Adult | ||||
| Age (years) | 29.2 ± 1.3 | 886 | 29.2 ± 1.4 | 640 |
| Height (cm) | 169.7 ± 6.4 | 886 | 154.9 ± 5.7 | 638 |
| BMI (kg/m2) | 24.9 ± 4.3 | 886 | 24.6 ± 5.1 | 638 |
| Waist circumference (cm) | 90.2 ± 12.1 | 886 | 79.6 ± 12.4 | 640 |
| Overweight (BMI ≥25) (%) | 47.4 | 886 | 45.5 | 638 |
| Obese (BMI ≥30) (%) | 9.5 | 886 | 13.0 | 638 |
| Any alcohol intake (%) | 56.2 | 886 | 1.4 | 640 |
| Ex-smokers (%) | 5.1 | 886 | 0.2 | 640 |
| Current smokers (%) | 29.8 | 886 | 0.2 | 640 |
| Systolic blood pressure (mmHg) | 118.4 ± 11.4 | 880 | 106.6 ± 11.0 | 631 |
| Diastolic blood pressure (mmHg) | 77.9 ± 10.3 | 880 | 73.4 ± 9.2 | 631 |
| Fasting | ||||
| Glucose (mmol/l) | 5.37 ± 1.21 | 869 | 5.28 ± 1.17 | 623 |
| Insulin (pmol/l) | 34.4 ± 2.62 | 868 | 28.8 ± 2.64 | 623 |
| Insulin resistance (HOMA) | 1.37 ± 2.73 | 868 | 1.13 ± 2.75 | 623 |
| Total cholesterol (mmol/l) | 5.16 ± 1.14 | 869 | 4.75 ± 0.94 | 623 |
| HDL cholesterol (mmol/l) | 1.12 ± 1.30 | 869 | 1.24 ± 1.29 | 621 |
| Triglycerides (mmol/l) | 1.57 ± 1.69 | 868 | 1.05 ± 1.51 | 623 |
| 2-h glucose (mmol/l) | 5.93 ± 1.34 | 848 | 6.12 ± 1.28 | 591 |
| Components of the metabolic syndrome | ||||
| High waist circumference (%): ≥90 cm (men) ≥80 cm (women) | 51.5 | 886 | 45.5 | 640 |
| Low HDL cholesterol (%) <1.0 mmol/l (men) <1.3 mmol/l (women) | 34.2 | 869 | 55.6 | 621 |
| High triglycerides (%) ≥1.7 mmol/l | 41.2 | 868 | 10.6 | 623 |
| High blood pressure (%): systolic ≥130 or diastolic ≥85 mmHg or receiving treatment for hypertension | 27.6 | 880 | 12.3 | 632 |
| High fasting glucose (%) ≥5.6 mmol/l | 41.3 | 869 | 36.6 | 623 |
| Metabolic syndrome (NCEP-ATPIII) (%) | 35.6 | 869 | 20.2 | 623 |
| Diabetes (%) | 4.8 | 849 | 3.7 | 593 |
| IGT (%) | 11.2 | 849 | 10.3 | 593 |
Data are arithmetic means ± SD or % unless otherwise indicated.
SD scores are based on National Centre for Health Statistics data (18).
Geometric means ± SD. ATPIII, Adult Treatment Panel III; NCEP, National Cholesterol Education Program.
Mean waist circumference, HDL cholesterol and triglyceride concentrations, systolic blood pressure, fasting glucose concentration, prevalence of metabolic syndrome and IGT/DM, insulin resistance, and total cholesterol concentrations according to BMI at birth, age 2 years, age 11 years, and adulthood
| Waist circumference (cm) | HDL cholesterol (mmol/l) | Triglycerides (mmol/l) | Systolic blood pressure (mmHg) | Fasting glucose (mmol/l) | 120-min glucose (mmol/l) | Metabolic syndrome (NCEP-ATP III) (%) | IGT/diabetes (%) | Insulin resistance (HOMA) | Cholesterol (mmol/l) | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Min | Max | |||||||||||
| Fifths of BMI at birth (kg/m2) | ||||||||||||
| Low | 253 | 266 | 84.0 | 1.18 | 1.35 | 113.8 | 5.33 | 6.16 | 30.2 | 15.4 | 1.27 | 5.04 |
| 255 | 268 | 85.8 | 1.17 | 1.33 | 113.7 | 5.47 | 6.06 | 29.7 | 16.9 | 1.35 | 4.99 | |
| 250 | 268 | 86.4 | 1.18 | 1.34 | 113.9 | 5.34 | 5.92 | 28.8 | 13.2 | 1.33 | 4.98 | |
| 255 | 268 | 86.5 | 1.16 | 1.33 | 113.8 | 5.29 | 5.97 | 31.6 | 12.9 | 1.22 | 5.05 | |
| High | 251 | 267 | 86.5 | 1.16 | 1.31 | 112.6 | 5.26 | 5.89 | 24.7 | 15.5 | 1.19 | 4.93 |
| | 0.02 (+) | 0.9 | 0.4 | 0.5 | 0.06 | 0.03 (−) | 0.1 | 0.4 | 0.3 | 0.7 | ||
| | 0.1 | 0.8 | 0.09 | 0.05 (−) | 0.04 (−) | 0.009 (−) | 0.002 (−) | 0.2 | 0.004 (−) | 0.3 | ||
| Fifths of BMI at 2 years (kg/m2) | ||||||||||||
| Low | 267 | 286 | 82.5 | 1.18 | 1.31 | 112.5 | 5.36 | 6.31 | 29.3 | 19.9 | 1.22 | 4.99 |
| 273 | 288 | 83.5 | 1.17 | 1.23 | 114.1 | 5.38 | 6.15 | 24.9 | 17.2 | 1.17 | 4.84 | |
| 273 | 288 | 85.8 | 1.19 | 1.42 | 112.8 | 5.33 | 5.93 | 29.2 | 12.5 | 1.25 | 5.09 | |
| 271 | 288 | 86.6 | 1.16 | 1.38 | 114.4 | 5.20 | 5.76 | 29.4 | 12.2 | 1.26 | 5.09 | |
| High | 275 | 287 | 90.1 | 1.15 | 1.29 | 113.7 | 5.39 | 5.90 | 32.7 | 13.5 | 1.36 | 4.88 |
| | <0.001 (+) | 0.3 | 0.6 | 0.1 | 0.6 | <0.001 (−) | 0.1 | 0.06 | 0.1 | 0.8 | ||
| | 0.4 | 0.9 | 0.02 (−) | 0.05 (−) | 0.2 | <0.001 (−) | 0.01 (−) | 0.002 (−) | 0.002 (−) | 0.02 (−) | ||
| Fifths of BMI at 11 years (kg/m2) | ||||||||||||
| Low | 267 | 287 | 78.2 | 1.20 | 1.25 | 111.8 | 5.33 | 6.09 | 18.2 | 15.7 | 1.06 | 4.91 |
| 272 | 287 | 82.4 | 1.18 | 1.31 | 112.6 | 5.35 | 5.98 | 24.8 | 12.5 | 1.18 | 4.94 | |
| 271 | 288 | 84.7 | 1.19 | 1.31 | 113.5 | 5.29 | 5.98 | 29.1 | 16.2 | 1.18 | 5.03 | |
| 268 | 287 | 88.7 | 1.16 | 1.30 | 113.6 | 5.36 | 5.95 | 33.0 | 13.1 | 1.34 | 4.91 | |
| High | 276 | 287 | 94.8 | 1.15 | 1.44 | 116.3 | 5.36 | 6.04 | 40.5 | 18.1 | 1.62 | 5.13 |
| | <0.001 (+) | 0.8 | 0.002 (+) | <0.001 (+) | 0.3 | 0.8 | <0.001 (+) | 0.09 | <0.001 (+) | 0.05 (+) | ||
| | <0.001 (−) | 0.02 (+) | <0.001 (−) | <0.001 (−) | 0.3 | <0.001 (−) | <0.001 (−) | 0.2 | <0.001 (−) | <0.001 (−) | ||
| Fifths of adult BMI (kg/m2) | ||||||||||||
| Low | 278 | 304 | 70.6 | 1.22 | 1.02 | 107.9 | 5.25 | 5.66 | 4.5 | 9.4 | 0.66 | 4.53 |
| 288 | 305 | 80.3 | 1.18 | 1.28 | 112.1 | 5.28 | 5.89 | 12.7 | 11.8 | 0.94 | 4.93 | |
| 297 | 306 | 85.8 | 1.16 | 1.38 | 114.0 | 5.28 | 6.03 | 26.4 | 12.5 | 1.31 | 5.12 | |
| 292 | 305 | 91.3 | 1.17 | 1.43 | 115.5 | 5.38 | 6.08 | 43.7 | 18.8 | 1.63 | 5.12 | |
| High | 286 | 304 | 100.9 | 1.11 | 1.57 | 118.1 | 5.47 | 6.38 | 57.9 | 23.1 | 2.36 | 5.23 |
| | <0.001 (+) | <0.001 (−) | <0.001 (+) | <0.001 (+) | 0.001 (+) | <0.001 (+) | <0.001 (+) | <0.001 (+) | <0.001 (+) | <0.001 (+) | ||
All available data was used; minimum (Min) and maximum (Max) numbers of subjects in each row are provided. Fifths of BMI were sex-specific. All values in the table are adjusted for age and sex, except for the binary outcome variables.
Denotes geometric mean. P values are derived from regression analysis, using all variables except binary outcomes as continuous. P1 was adjusted for age and sex. P2 was adjusted for age, sex, and adult BMI. Alongside statistically significant P values (P ≤ 0.05) (+) denotes a positive association and (−) denotes an inverse association. ATPIII, Adult Treatment Panel III; NCEP, National Cholesterol Education Program.
Figure 1Mean ± SD scores for BMI measured at earlier ages in subjects with components of the metabolic syndrome (A–E) and insulin resistance (HOMA) (F) above the upper quartile. High waist circumference (A), low HDL cholesterol concentration (B), high triglyceride concentration (C), high blood pressure (D), high fasting glucose concentration (E), and insulin resistance (HOMA) (F).The rest of the cohort is represented by the zero line in all graphs.
Figure 2Mean ± SD scores for BMI and weight measured at earlier ages for subjects who developed (A and B) metabolic syndrome, (C and D) overweight or obesity (BMI >25 kg/m2), and (E and F) IGT or diabetes. The rest of the cohort is represented by the zero line in all graphs.
Multiple linear and logistic regression analyses using conditional BMI SD scores in earlier life to predict adult outcomes
| Risk factors | BMI at birth (SD score) | BMI change | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Birth–2 years (SD) | 2–11 years (SD) | 11–adult (SD) | ||||||||||
| 95% CI | 95% CI | 95% CI | 95% CI | |||||||||
| Waist circumference (SD) | 0.07 | 0.05–0.09 | <0.001 | 0.19 | 0.17–0.22 | <0.001 | 0.43 | 0.41–0.46 | <0.001 | 0.74 | 0.72–0.77 | <0.001 |
| HDL cholesterol (SD) | 0.00 | −0.05–0.05 | 1.0 | −0.01 | −0.07–0.05 | 0.7 | −0.01 | −0.07–0.05 | 0.7 | −0.14 | −0.20–−0.08 | <0.001 |
| Triglycerides (SD) | −0.01 | −0.06–0.03 | 0.5 | −0.00 | −0.06–0.06 | 1.0 | 0.06 | 0.01–0.12 | 0.03 | 0.29 | 0.23–0.35 | <0.001 |
| Systolic blood pressure (SD) | −0.03 | −0.07–0.02 | 0.3 | 0.06 | 0.01–0.12 | 0.02 | 0.11 | 0.06–0.17 | <0.001 | 0.30 | 0.24–0.35 | <0.001 |
| Fasting glucose (SD) | −0.03 | −0.08–0.02 | 0.2 | −0.02 | −0.08–0.03 | 0.4 | 0.03 | −0.03–0.09 | 0.3 | 0.08 | 0.02–0.14 | 0.006 |
| 120-min glucose (SD) | −0.05 | −0.09–0.00 | 0.05 | −0.08 | −0.14–−0.02 | 0.01 | 0.04 | −0.02–0.09 | 0.2 | 0.19 | 0.13–0.25 | <0.001 |
| Insulin resistance (HOMA) (SD) | −0.01 | −0.05–0.04 | 0.8 | 0.04 | −0.02–0.09 | 0.2 | 0.15 | 0.09–0.20 | <0.001 | 0.45 | 0.40–0.51 | <0.001 |
| Cholesterol (SD) | −0.01 | −0.06–0.04 | 0.7 | −0.03 | −0.09–0.02 | 0.2 | 0.01 | −0.04–0.07 | 0.6 | 0.19 | 0.13–0.25 | <0.001 |
BMI changes are calculated as conditional measures; the standardized residuals of a BMI SD score value regressed on earlier SD score values. The continuous outcome variables were normalized so that B (regression coefficient) values for the associations with SD scores at birth and changes in early life indicate the SD change in the outcome per SD change in the predictor. All analyses are adjusted for age, sex, and lifestyle factors: alcohol consumption (four levels from none to heavy), physical activity (continuous measure estimated from reported activity levels, transformed, and expressed as a sex-specific SD score), tobacco use (categorized into never, ex-user, and current user), socioeconomic status in childhood based on father's occupation (ranging from 1 [low class] to 6 [high class]), socioeconomic status in adult life derived from education level, household possessions and occupation (ranging from 1 [low class] to 17 [high class]), and family history of any of high blood pressure, angina, myocardial infarction, stroke, or diabetes in a first-degree relative.
Multiple linear and logistic regression analyses using conditional weight SD scores in earlier life to predict adult outcomes
| Risk factors | Weight at birth (SD score) | Weight change | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Birth–2 years (SD) | 2–11 years (SD) | 11–adult (SD) | ||||||||||
| 95% CI | 95% CI | 95% CI | 95% CI | |||||||||
| Waist circumference (SD) | 0.15 | 0.13–0.17 | <0.001 | 0.30 | 0.27–0.32 | <0.001 | 0.41 | 0.38–0.43 | <0.001 | 0.74 | 0.72–0.76 | <0.001 |
| HDL cholesterol (SD) | −0.03 | −0.09–0.02 | 0.3 | −0.03 | −0.09–0.03 | 0.3 | −0.03 | −0.09–0.03 | 0.3 | −0.14 | −0.20–−0.08 | <0.001 |
| Triglycerides (SD) | −0.03 | −0.09–0.02 | 0.3 | 0.09 | 0.03–0.15 | 0.004 | 0.07 | 0.01–0.12 | 0.02 | 0.28 | 0.22–0.34 | <0.001 |
| Systolic blood pressure (SD) | −0.02 | −0.07–0.04 | 0.5 | 0.11 | 0.05–0.17 | <0.001 | 0.11 | 0.06–0.17 | <0.001 | 0.30 | 0.24–0.35 | <0.001 |
| Fasting glucose (SD) | −0.02 | −0.08–0.04 | 0.5 | 0.04 | −0.02–0.10 | 0.2 | 0.04 | −0.01–0.10 | 0.1 | 0.07 | 0.01–0.13 | 0.01 |
| 120-min glucose (SD) | −0.04 | −0.10–0.02 | 0.2 | −0.04 | −0.10–0.02 | 0.2 | 0.06 | −0.00–0.12 | 0.06 | 0.17 | 0.11–0.23 | <0.001 |
| Insulin resistance (HOMA) (SD) | 0.00 | −0.05–0.06 | 0.9 | 0.08 | 0.02–0.13 | 0.005 | 0.15 | 0.10–0.20 | <0.001 | 0.44 | 0.39–0.49 | <0.001 |
| Cholesterol (SD) | −0.04 | −0.10–0.02 | 0.2 | 0.00 | −0.06–0.06 | 1.0 | 0.01 | −0.05–0.07 | 0.7 | 0.16 | 0.10–0.22 | <0.001 |
Weight changes are calculated as conditional measures; the standardized residuals of a weight SD score value regressed on earlier SD score values. The continuous outcome variables were normalized so that B (regression coefficient) values for the associations with SD scores at birth and changes in early life indicate the SD change in the outcome per SD change in the predictor. All analyses are adjusted for age, sex, and lifestyle factors: alcohol consumption (four levels from none to heavy), physical activity (continuous measure estimated from reported activity levels, transformed, and expressed as a sex-specific SD score), tobacco use (categorized into never, ex-user, and current user), socioeconomic status in childhood based on father's occupation (ranging from 1 [low class] to 6 [high class]), socioeconomic status in adult life derived from education level, household possessions and occupation (ranging from 1 [low class] to 17 [high class]), and family history of any of high blood pressure, angina, myocardial infarction, stroke, or diabetes in a first-degree relative.