| Literature DB >> 20215459 |
Edwina H Yeung1, Cuilin Zhang, Germaine M Buck Louis, Walter C Willett, Frank B Hu.
Abstract
OBJECTIVE: To determine how childhood overweight, in conjunction with other life course weight characteristics, relates to the development of type 2 diabetes in adulthood. RESEARCH DESIGN AND METHODS: Among 109,172 women in the Nurses' Health Study II, body fatness at ages 5, 10, and 20 years was assessed by recall using 9-level pictorial diagrams (somatotypes) representing extreme thinness (category 1) to obesity (category 9). Recalled weights at age 18 years and adulthood were used to derive BMI. Self-reported cases of type 2 diabetes were confirmed by supplementary questionnaire.Entities:
Mesh:
Year: 2010 PMID: 20215459 PMCID: PMC2875455 DOI: 10.2337/dc10-0100
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 17.152
Baseline characteristics of NHSII participants by somatotype at age 10 years
| Total | Childhood somatotype at age 10 years | ||||||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | ≥6 | ||
| Women (%) | 100 | 18.9 | 30.7 | 22.5 | 15.8 | 9.0 | 3.1 |
| Age (years) | 34.3 ± 5 | 34.7 ± 5 | 34.0 ± 5 | 34.1 ± 5 | 34.4 ± 5 | 34.7 ± 5 | 34.8 ± 5 |
| White (%) | 95.2 | 92.0 | 95.0 | 96.4 | 96.7 | 96.7 | 95.6 |
| Birth weight <5.5 pounds (%) | 7.9 | 10.2 | 7.8 | 7.1 | 6.9 | 7.4 | 7.2 |
| Birth weight >10 pounds (%) | 1.3 | 0.9 | 0.9 | 1.3 | 1.5 | 1.9 | 3.1 |
| Premature (%) | 6.5 | 7.1 | 6.4 | 6.2 | 6.3 | 6.5 | 6.4 |
| Multiple gestation (%) | 1.4 | 1.5 | 1.5 | 1.3 | 1.2 | 0.9 | 0.7 |
| Breast-fed (%) | 34.0 | 33.0 | 34.2 | 35.5 | 33.4 | 33.1 | 31.9 |
| Menarche at age 12 years (%) | 30.2 | 27.1 | 29.8 | 32.5 | 31.4 | 30.7 | 29.6 |
| Menarche at age ≥15 years (%) | 7.6 | 12.1 | 8.7 | 5.7 | 4.7 | 4.6 | 4.9 |
| Nulliparous (%) | 30.4 | 29.6 | 29.3 | 29.3 | 31.5 | 34.4 | 37.9 |
| Age at first birth >24 years (%) | 41.0 | 40.5 | 42.1 | 42.3 | 40.6 | 37.3 | 34.7 |
| Parental history of diabetes (%) | 15.2 | 15.0 | 13.6 | 14.4 | 16.6 | 18.7 | 22.1 |
| Active smoker (%) | 13.4 | 13.4 | 11.6 | 12.4 | 14.4 | 17.8 | 20.8 |
| Nondrinker (%) | 35.0 | 33.4 | 34.5 | 36.0 | 35.9 | 35.3 | 36.2 |
| Physical activity (METs/week) | 24.9 ± 37 | 26.3 ± 40 | 25.0 ± 37 | 24.3 ± 36 | 24.1 ± 34 | 24.4 ± 35 | 26.0 ± 41 |
| Somatotype ≥6 at 5 years (%) | 1.6 | 0.1 | 0.1 | 0.1 | 0.4 | 2.3 | 41.0 |
| Somatotype ≥6 at 20 years (%) | 3.3 | 0.3 | 0.5 | 1.5 | 4.4 | 13.9 | 27.7 |
| BMI at age 18 (kg/m2) | 21.3 ± 3 | 19.3 ± 2 | 20.2 ± 2 | 21.6 ± 3 | 22.8 ± 3 | 23.9 ± 4 | 25.6 ± 6 |
| Adult weight (kg) | 65 ± 14 | 59.9 ± 10 | 61.8 ± 11 | 66.3 ± 14 | 70 ± 17 | 73.2 ± 18 | 76.5 ± 19 |
| Adult height (m) | 1.65 ± 0.07 | 1.65 ± 0.07 | 1.65 ± 0.07 | 1.65 ± 0.07 | 1.65 ± 0.07 | 1.65 ± 0.07 | 1.66 ± 0.07 |
| Adult BMI (kg/m2) | 24.1 ± 5 | 22.0 ± 3 | 22.8 ± 4 | 24 ± 5 | 26.1 ± 6 | 26.9 ± 6 | 27.9 ± 7 |
| Weight change since age 18 (kg) | 7.61 ± 11 | 7.31 ± 8 | 6.94 ± 9 | 7.92 ± 11 | 8.74 ± 13 | 8.26 ± 14 | 6.30 ± 16 |
Means ± SD presented unless indicated. n = 109,172.
*Reported in 1991 questionnaire (rather than at baseline in 1989 for all other covariates).
Childhood and adolescent size and RR (95% CI) of type 2 diabetes in adulthood in NHSII
| PY | Cases of diabetes | Age-adjusted | Model 2 | Model 3 | |
|---|---|---|---|---|---|
| Age 5 somatotype | |||||
| 1 | 417,996 | 756 | 1.13 (1.02–1.25) | 1.05 (0.95–1.16) | 1.01 (0.90–1.13) |
| 2 | 533,990 | 807 | 1.00 | 1.00 | 1.00 |
| 3 | 396,742 | 774 | 1.28 (1.15–1.41) | 1.25 (1.14–1.38) | 1.20 (1.08–1.34) |
| 4 | 212,080 | 568 | 1.72 (1.54–1.91) | 1.65 (1.48–1.84) | 1.63 (1.45–1.84) |
| 5 | 88,885 | 289 | 2.04 (1.78–2.33) | 1.85 (1.62–2.12) | 1.80 (1.55–2.09) |
| ≥6 | 26,619 | 113 | 2.61 (2.14–3.18) | 2.19 (1.79–2.67) | 2.00 (1.59–2.51) |
| | <0.0001 | <0.0001 | <0.0001 | ||
| Age 10 somatotype | |||||
| 1 | 317,663 | 441 | 1.04 (0.92–1.17) | 0.98 (0.87–1.11) | 0.96 (0.83–1.10) |
| 2 | 516,959 | 649 | 1.00 | 1.00 | 1.00 |
| 3 | 377,995 | 716 | 1.50 (1.35–1.67) | 1.49 (1.34–1.66) | 1.49 (1.32–1.67) |
| 4 | 262,795 | 765 | 2.27 (2.05–2.52) | 2.17 (1.95–2.41) | 2.15 (1.92–2.42) |
| 5 | 149,808 | 525 | 2.68 (2.39–3.01) | 2.45 (2.18–2.75) | 2.52 (2.21–2.86) |
| ≥6 | 51,091 | 211 | 3.09 (2.64–3.61) | 2.57 (2.20–3.01) | 2.41 (2.02–2.88) |
| | <0.0001 | <0.0001 | <0.0001 | ||
| Age 20 somatotype | |||||
| 1 | 75,871 | 83 | 0.97 (0.77–1.23) | 0.91 (0.72–1.15) | 0.96 (0.73–1.25) |
| 2 | 443,762 | 443 | 1.00 | 1.00 | 1.00 |
| 3 | 633,117 | 928 | 1.54 (1.37–1.72) | 1.52 (1.36–1.70) | 1.55 (1.36–1.76) |
| 4 | 346,718 | 924 | 2.83 (2.53–3.17) | 2.71 (2.42–3.04) | 2.78 (2.44–3.16) |
| 5 | 122,949 | 564 | 4.85 (4.28–5.49) | 4.42 (3.90–5.01) | 4.79 (4.16–5.51) |
| ≥6 | 53,897 | 365 | 7.24 (6.30–8.32) | 5.67 (4.92–6.54) | 6.17 (5.26–7.23) |
| | <0.0001 | <0.0001 | <0.0001 | ||
| BMI at age 18 | |||||
| <18 kg/m2 | 158,206 | 164 | 1.13 (0.94–1.35) | 1.06 (0.88–1.26) | 1.06 (0.86–1.30) |
| 18–<19 kg/m2 | 507,641 | 458 | 1.00 | 1.00 | 1.00 |
| 20–<22 kg/m2 | 530,083 | 727 | 1.52 (1.35–1.71) | 1.49 (1.32–1.67) | 1.51 (1.32–1.72) |
| 22–<25 kg/m2 | 312,876 | 848 | 3.02 (2.69–3.38) | 2.79 (2.49–3.13) | 2.86 (2.51–3.25) |
| 25–<30 kg/m2 | 127,826 | 721 | 6.32 (5.62–7.11) | 5.32 (4.72–5.99) | 6.10 (5.35–6.97) |
| ≥30 kg/m2 | 39,682 | 389 | 11.55 (10.08–13.23) | 8.72 (7.58–10.02) | 9.26 (7.92–10.82) |
| | <0.0001 | <0.0001 | <0.0001 |
Data are RR (95% CI) unless otherwise indicated. n = 109,172.
*Model 2 adjusted for age, race, smoking status, parental history of diabetes, parity, age at first birth, and adult physical activity.
†Model 3 adjusted for age, race, parental history of diabetes, birth weight, multiple birth, prematurity, age of menarche (n = 87,175, case subjects = 2,681 in subgroup not missing birth weight information). PY, person-years.
Changes in size and RR (95% CI) of type 2 diabetes in NHSII
| PY | Cases of diabetes | Age-adjusted | Model 2 | Model 3 | |
|---|---|---|---|---|---|
| Age 5–10 years | |||||
| Decrease | 19,572 | 29 | 0.93 (0.65–1.35) | 0.95 (0.65–1.37) | 0.63 (0.43–0.91) |
| No change | 1,235,621 | 1,943 | 1.00 | 1.00 | 1.00 |
| +1 | 310,086 | 950 | 2.00 (1.85–2.16) | 1.86 (1.72–2.01) | 1.89 (1.75–2.05) |
| ≥2 | 111,033 | 385 | 2.16 (1.93–2.41) | 1.95 (1.75–2.18) | 2.19 (1.95–2.45) |
| Age 10–20 years | |||||
| Decrease | 109,956 | 196 | 1.04 (0.89–1.21) | 1.00 (0.86–1.17) | 0.53 (0.45–0.62) |
| No change | 758,071 | 1,294 | 1.00 | 1.00 | 1.00 |
| +1 | 621,736 | 1,274 | 1.27 (1.18–1.37) | 1.22 (1.12–1.31) | 1.86 (1.71–2.02) |
| ≥2 | 186,550 | 543 | 1.89 (1.70–2.08) | 1.72 (1.55–1.90) | 2.87 (2.58–3.20) |
| Weight change since age 18 | |||||
| Loss ≥10 pounds | 31,322 | 61 | 5.44 (4.11–7.20) | 4.48 (3.38–5.94) | 1.26 (0.93–1.71) |
| Loss 5–<10 pounds | 58,170 | 41 | 2.02 (1.45–2.82) | 1.84 (1.32–2.56) | 1.17 (0.84–1.63) |
| No change (±5 pounds) | 714,230 | 249 | 1.00 (referent) | 1.00 (referent) | 1.00 (referent) |
| Gain 5–<8 pounds | 226,283 | 169 | 2.05 (1.69–2.49) | 1.99 (1.64–2.42) | 2.10 (1.73–2.55) |
| Gain 8–<11 pounds | 182,828 | 219 | 3.24 (2.70–3.88) | 3.05 (2.54–3.66) | 3.10 (2.58–3.72) |
| Gain 11–<15 pounds | 177,159 | 437 | 6.54 (5.60–7.65) | 5.99 (5.12–7.00) | 5.78 (4.94–6.77) |
| Gain 15–<20 pounds | 114,008 | 477 | 10.92 (9.36–12.74) | 9.67 (8.28–11.30) | 8.74 (7.48–10.20) |
| Gain 20–<25 pounds | 76,539 | 464 | 15.72 (13.46–18.36) | 13.42 (11.48–15.70) | 11.11 (9.49–13.00) |
| Gain ≥25 pounds | 95,774 | 1,190 | 32.28 (28.11–37.06) | 27.13 (23.57–31.23) | 20.41 (17.70–23.52) |
Data are RR (95% CI) unless otherwise indicated. n = 109,172.
*Model 2 adjusted for age, race, smoking status, parental history of diabetes, parity, age at first birth, and adult physical activity.
†Model 2 variables with additional adjustment for earlier size, i.e., somatotype at age 5 and 10 years and BMI at age 18 years. PY, person-years.
Figure 1Adjusted RRs (95% CI) of type 2 diabetes by somatotype ≥5 at age 10, BMI ≥25 kg/m2 at age 18 years, and BMI ≥25 kg/m2 at baseline (average age of 34 years), after adjustment for age, race, smoking status, parental history of diabetes, parity, age at first birth, and physical activity. Number of cases of type 2 diabetes for each category: 503 for none; 50 for 10 years; 21 for 18 years; 10 for 10 and 18 years; 1,469 for 34 years; 260 for 10 and 34 years; 664 for 18 and 34 years; and 441 for all ages.