| Literature DB >> 21289227 |
Jennifer G Robinson1, Joann E Manson, Joseph Larson, Simin Liu, Yiqing Song, Barbara V Howard, Lawrence Phillips, James M Shikany, Matthew Allison, J David Curb, Karen C Johnson, Nelson Watts.
Abstract
OBJECTIVE: To examine whether lower serum levels of serum 25-hydroxyvitamin (OH) D [25(OH)D] are associated with increased risk of developing type 2 diabetes. RESEARCH DESIGN AND METHODS: A post hoc analysis of three nested case-control studies of fractures, colon cancer, and breast cancer that measured serum 25(OH)D levels in women participating in the Women's Health Initiative (WHI) Clinical Trials and Observational Study who were free of prevalent diabetes at baseline. Diabetes was defined as self-report of physician diagnosis or receiving insulin or oral hypoglycemic medication. We used inverse probability weighting to make the study population representative of the WHI population as a whole. Weighted logistic regression models compared 25(OH)D levels (divided into quartiles, clinical cut points [<50, 50-<75, ≥ 75 nmol/L], or as a continuous variable) using the distribution of control subjects and adjusted for multiple confounding factors.Entities:
Mesh:
Substances:
Year: 2011 PMID: 21289227 PMCID: PMC3041195 DOI: 10.2337/dc10-1632
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Baseline characteristics of study participants (CaD and OS) by incident diabetes status
| No diabetes | Diabetes | ||
|---|---|---|---|
| Age at blood draw (years), mean (SD) | 66.26 (7.30) | 66.29 (7.18) | 0.597 |
| 50–59 | 1,044 (21.6) | 61 (19.2) | |
| 60–69 | 1,949 (40.4) | 133 (42.0) | |
| 70–79 | 1,830 (37.9) | 123 (38.8) | |
| Ethnicity | <0.001 | ||
| White | 4,400 (91.2) | 261 (82.3) | |
| Black | 207 (4.3) | 21 (6.6) | |
| Hispanic | 96 (2.0) | 19 (6.0) | |
| Other/Unknown | 120 (2.5) | 16 (5.0) | |
| U.S. region | 0.383 | ||
| Northeast | 1,208 (25.0) | 72 (22.7) | |
| South | 1,009 (20.9) | 79 (24.9) | |
| Midwest | 1,199 (24.9) | 76 (24.0) | |
| West | 1,407 (29.2) | 90 (28.4) | |
| Season of blood draw | 0.227 | ||
| Winter | 1,064 (22.1) | 57 (18.0) | |
| Spring | 1,317 (27.3) | 82 (25.9) | |
| Summer | 1,238 (25.7) | 92 (29.0) | |
| Fall | 1,204 (25.0) | 86 (27.1) | |
| Region by solar irradiance in Langley categories | 0.237 | ||
| 475–500 | 975 (20.2) | 68 (21.5) | |
| 400–430 | 777 (16.1) | 46 (14.5) | |
| 375–380 | 464 (9.6) | 40 (12.6) | |
| 350 | 1,099 (22.8) | 80 (25.2) | |
| 300–325 | 1,506 (31.2) | 83 (26.2) | |
| Smoking status | 0.324 | ||
| Never | 2,541 (52.7) | 176 (55.5) | |
| Past | 1,895 (39.3) | 114 (36.0) | |
| Current | 337 (7.0) | 26 (8.2) | |
| Hypertension at blood draw | <0.001 | ||
| No | 2,569 (53.3) | 116 (36.6) | |
| Yes | 2,254 (46.7) | 201 (63.4) | |
| BMI at blood draw (kg/m2), mean (SD) | 27.86 (5.45) | 31.27 (5.86) | <0.001 |
| ≤25 | 1,628 (33.8) | 46 (14.5) | |
| 25–<30 | 1,725 (35.8) | 95 (30.0) | |
| ≥30 | 1,470 (30.5) | 176 (55.5) | |
| Waist ≥88 cm at blood draw | <0.001 | ||
| No | 2,755 (57.1) | 97 (30.6) | |
| Yes | 2,067 (42.9) | 219 (69.1) | |
| Physical activity at blood draw (MET h/week), mean (SD) | 11.63 (13.28) | 8.98 (10.79) | 0.003 |
| <2 | 1,075 (22.3) | 92 (29.0) | |
| 2–<7.5 | 1,011 (21.0) | 76 (24.0) | |
| 7.5–17 | 1,218 (25.3) | 60 (18.9) | |
| ≥17 | 1,051 (21.8) | 53 (16.7) | |
| Hysterectomy | 3,017 (62.6) | 165 (52.1) | <0.001 |
| No | 1,806 (37.4) | 152 (47.9) | |
| Yes | 1,011 (21.0) | 76 (24.0) | |
| CaD arm | 0.706 | ||
| Not randomized | 658 (13.6) | 38 (12.0) | |
| Intervention | 2,108 (43.7) | 141 (44.5) | |
| Comparison | 2,057 (42.6) | 138 (43.5) | |
| HT arm | 0.066 | ||
| Not randomized | 2,979 (61.8) | 175 (55.2) | |
| Placebo | 949 (19.7) | 72 (22.7) | |
| Active | 895 (18.6) | 70 (22.1) | |
| DM arm | 0.953 | ||
| Not randomized | 1,906 (39.5) | 123 (38.8) | |
| Intervention | 1,808 (37.5) | 119 (37.5) | |
| Comparison | 1,109 (23.0) | 75 (23.7) | |
| OS flag | 0.404 | ||
| No | 4,165 (86.4) | 279 (88.0) | |
| Yes | 658 (13.6) | 38 (12.0) | |
| HT use at blood draw | 0.054 | ||
| Never used | 1,924 (39.9) | 114 (36.0) | |
| Past user | 803 (16.6) | 69 (21.8) | |
| Current user | 2,096 (43.5) | 134 (42.3) | |
| Education | 0.001 | ||
| ≤High school diploma/GED | 1,131 (23.5) | 86 (27.1) | |
| School after high school | 1,843 (38.2) | 143 (45.1) | |
| College degree or higher | 1,823 (37.8) | 85 (26.8) | |
| Family income | <0.001 | ||
| <$20,000 | 820 (17.0) | 83 (26.2) | |
| $20,000–$49,999 | 2,262 (46.9) | 135 (42.6) | |
| $50,000–$74,999 | 861 (17.9) | 44 (13.9) | |
| $75,000 + | 627 (13.0) | 34 (10.7) | |
| Alcohol use | 0.007 | ||
| Never drinker | 512 (10.6) | 45 (14.2) | |
| Past drinker | 756 (15.7) | 66 (20.8) | |
| Current drinker | 3,522 (73.0) | 203 (64.0) | |
| Cancer ever at blood draw | 0.455 | ||
| No | 4,223 (87.6) | 285 (89.9) | |
| Yes | 534 (11.1) | 28 (8.8) | |
| Skin cancer ever at blood draw | 0.159 | ||
| No | 4,363 (90.5) | 297 (93.7) | |
| Yes | 396 (8.2) | 17 (5.4) | |
| CVD ever at blood draw | 0.014 | ||
| No | 4,497 (93.2) | 282 (89.0) | |
| Yes | 254 (5.3) | 28 (8.8) | |
| Family history of adult diabetes | <0.001 | ||
| No | 3,248 (67.3) | 168 (53.0) | |
| Yes | 1,349 (28.0) | 132 (41.6) | |
| Family hx premature MI (<55 male, <65 female) | 0.055 | ||
| No | 3,521 (73.0) | 213 (67.2) | |
| Yes | 800 (16.6) | 68 (21.5) | |
| Multivitamin use at blood draw | 0.879 | ||
| No | 2,946 (61.1) | 195 (61.5) | |
| Yes | 1,877 (38.9) | 122 (38.5) | |
| Total vitamin D intake at blood draw (IU), mean (SD) | 374.09 (276.51) | 374.57 (263.06) | 0.332 |
| <200 | 1,781 (36.9) | 122 (38.5) | |
| 200–<400 | 928 (19.2) | 51 (16.1) | |
| 400–<600 | 1,150 (23.8) | 78 (24.6) | |
| ≥600 | 955 (19.8) | 64 (20.2) | |
| Total calcium intake (mg), mean (SD) | 828.63 (438.66) | 858.84 (458.64) | 0.247 |
| <513 | 1,212 (25.1) | 71 (22.4) | |
| 513–<740 | 1,214 (25.2) | 71 (22.4) | |
| 740–<1053 | 1,195 (24.8) | 92 (29.0) | |
| ≥1053 | 1,202 (24.9) | 83 (26.2) | |
| Total magnesium intake (mg), mean (SD) | 255.21 (95.32) | 253.36 (98.01) | 0.858 |
| <187 | 1,209 (25.1) | 80 (25.2) | |
| 187–< 242 | 1,193 (24.7) | 78 (24.6) | |
| 242–< 311 | 1,208 (25.0) | 85 (26.8) | |
| ≥311 | 1,213 (25.2) | 74 (23.3) | |
| Total fat intake (g), mean (SD) | 55.54 (29.74) | 59.97 (32.37) | 0.177 |
| <34.6 | 1,220 (25.3) | 66 (20.8) | |
| 34.6–< 49.5 | 1,201 (24.9) | 79 (24.9) | |
| 49.5–< 69.2 | 1,210 (25.1) | 79 (24.9) | |
| ≥69.2 | 1,192 (24.7) | 93 (29.3) | |
| Total protein intake (g), mean (SD) | 66.82 (26.73) | 70.24 (29.83) | 0.503 |
| <47.6 | 1,218 (25.3) | 69 (21.8) | |
| 47.6–<63.2 | 1,203 (24.9) | 78 (24.6) | |
| 63.2–<81.8 | 1,202 (24.9) | 86 (27.1) | |
| ≥81.8 | 1,200 (24.9) | 84 (26.5) | |
| Total glycemic load (total carbohydrates), mean (SD) | 104.96 (41.74) | 109.33 (52.32) | 0.480 |
| <75.1 | 1,201 (24.9) | 82 (25.9) | |
| 75.1–< 98.8 | 1,218 (25.3) | 68 (21.5) | |
| 98.8–<127.2 | 1,204 (25.0) | 81 (25.6) | |
| ≥127.2 | 1,200 (24.9) | 86 (27.1) | |
| Total fiber intake (g) at blood draw, mean (SD) | 16.26 (6.95) | 15.71 (7.22) | 0.423 |
| <11.2 | 1,200 (24.9) | 92 (29.0) | |
| 11.2–<15.2 | 1,206 (25.0) | 77 (24.3) | |
| 15.2–<20.1 | 1,214 (25.2) | 75 (23.7) | |
| ≥20.1 | 1,203 (24.9) | 73 (23.0) | |
| Fruit/vegetable servings at blood draw, mean (SD) | 4.32 (2.12) | 4.12 (2.35) | 0.016 |
| <2.7 | 1,192 (24.7) | 98 (30.9) | |
| 2.7–<4.0 | 1,156 (24.0) | 82 (25.9) | |
| 4.0–<5.6 | 1,262 (26.2) | 62 (19.6) | |
| ≥5.6 | 1,213 (25.2) | 75 (23.7) |
Data are n (%) unless otherwise indicated.
Relationship of serum 25(OH)D levels to incident type 2 diabetes among postmenopausal women in the Women’s Health Initiative (N = 5,262)
| 25(OH)D quartiles (nmol/L) | 25(OH)D levels | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| <34.7 | 34.7–47.8 | 47.9–64.2 | >64.2 | Continuous | <50 nmol/L | 50–< 75 nmol/L | ≥75 nmol/L | |||
| 1,263 | 1,295 | 1,295 | 1,287 | 5,140 | 2,741 | 1,668 | 731 | |||
| Model 1 | Reference | 1.15 (0.73–1.79) | 0.85 (0.55–1.32) | 0.78 (0.48–1.26) | 0.195 | 0.98 (0.95–1.02) | Reference | 0.79 (0.55–1.13) | 0.86 (0.53–1.40) | 0.355 |
| Model 2 | Reference | 1.15 (0.73–1.80) | 0.87 (0.56–1.35) | 0.78 (0.47–1.29) | 0.195 | 0.98 (0.95–1.02) | Reference | 0.80 (0.56–1.15) | 0.86 (0.52–1.42) | 0.355 |
| Model 3 | Reference | 1.25 (0.78–1.99) | 1.00 (0.64–1.57) | 1.05 (0.62–1.76) | 0.935 | 1.01 (0.97–1.05) | Reference | 0.89 (0.61–1.30) | 1.14 (0.68–1.90) | 0.873 |
Data are odds ratio (95% CI) unless otherwise indicated.
*P for linear trend across quartiles.
†5 nmol/L increase.
‡Adjusted for age and ethnicity.
§Adjusted for age, ethnicity, latitude of clinical center, month of blood draw, and WHI study indicators.
∥Adjusted for age, ethnicity, latitude of clinical center, month of blood draw, WHI study indicators, BMI, hypertension, fiber intake, magnesium intake, and physical activity.
Relationship of serum 25(OH)D levels (categorical) to type 2 diabetes incidence by subgroups
| 25(OH)D quartiles (nmol/L) | 25(OH)D levels (nmol/L) | 25(OH)D (nmol/L) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| <34.7 | 34.7–47.8 | 47.9–64.2 | ≥64.2 | <50 | 50–75 | ≥75 | 5-unit increases | ||||
| BMI | |||||||||||
| < 25 | Ref. | 0.70 (0.22–2.20) | 1.26 (0.46–3.49) | 0.37 (0.10–1.33) | 0.04 | Ref. | 1.21 (0.52–2.82) | 0.70 (0.20–2.50) | 0.48 | 0.96 (0.89–1.03) | 0.29 |
| 25–< 30 | Ref. | 2.10 (0.91–4.85) | 0.60 (0.22–1.65) | 1.72 (0.74–4.03) | Ref. | 0.61 (0.29–1.29) | 1.15 (0.51–2.60) | 1.02 (0.96–1.08) | |||
| ≥30 | Ref. | 1.05 (0.59–1.89) | 1.12 (0.63–1.99) | 1.04 (0.54–2.03) | Ref. | 0.99 (0.60–1.61) | 1.37 (0.67–2.82) | 1.02 (0.97–1.07) | |||
| Ethnicity | |||||||||||
| White | Ref. | 1.05 (0.65–1.69) | 0.99 (0.62–1.60) | 0.83 (0.49–1.41) | 0.22 | Ref. | 0.90 (0.61–1.34) | 0.99 (0.58–1.70) | 0.20 | 0.99 (0.95–1.03) | 0.43 |
| Black | Ref. | 4.31 (1.12–16.54) | 0.05 (0.01–0.49) | 0.27 (0.02–3.09) | Ref. | 0.03 (0.00–0.24) | 0.33 (0.03–4.08) | 0.99 (0.87–1.13) | |||
| Hispanic | Ref. | 1.86 (0.25–13.85) | 1.02 (0.25–4.28) | 1.21 (0.12–12.65) | Ref. | 0.75 (0.20–2.86) | 2.18 (0.23–20.33) | 1.04 (0.91–1.18) | |||
| Other | Ref. | 0.34 (0.04–2.74) | 0.19 (0.03–1.24) | 3.21 (0.58–17.83) | Ref. | 1.90 (0.35–10.42) | 8.65 (1.54–48.44) | 1.18 (1.00–1.40) | |||
| CaD | |||||||||||
| Placebo | Ref. | 1.08 (0.56–2.08) | 0.71 (0.36–1.41) | 1.10 (0.53–2.26) | 0.77 | Ref. | 0.78 (0.43–1.41) | 1.23 (0.59–2.56) | 0.82 | 1.01 (0.96–1.07) | 0.99 |
| Active | Ref. | 1.25 (0.64–2.42) | 1.16 (0.60–2.24) | 1.16 (0.57–2.33) | Ref. | 0.99 (0.57–1.73) | 1.19 (0.55–2.56) | 1.01 (0.96–1.06) | |||
Data are odds ratio (95% CI) unless otherwise indicated.
Model adjusted for age, ethnicity, latitude of clinical center, month of blood draw, WHI study indicators, BMI, hypertension, fiber intake, magnesium intake, and physical activity.
*P value for interaction.
†Combined black, Hispanic, and other race/ethnicity because some cells contained zero.