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Epidemiology/Health Services Research

BMI and All-Cause Mortality in Normoglycemia, Impaired Fasting Glucose, Newly Diagnosed Diabetes, and Prevalent Diabetes: A Cohort Study

  1. Eun Young Lee1,
  2. Yong-ho Lee2,
  3. Sang-Wook Yi3⇑,
  4. Soon-Ae Shin4 and
  5. Jee-Jeon Yi5
  1. 1Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
  2. 2Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
  3. 3Department of Preventive Medicine and Public Health, Catholic Kwandong University College of Medicine, Gangneung, Republic of Korea
  4. 4Big Data Steering Department, National Health Insurance Service, Wonju, Republic of Korea
  5. 5Institute for Occupational and Environmental Health, Catholic Kwandong University, Gangneung, Republic of Korea
  1. Corresponding author: Sang-Wook Yi, flyhigh{at}cku.ac.kr
  1. E.Y.L. and Y.-h.L. contributed equally to this work.

Diabetes Care 2017 Aug; 40(8): 1026-1033. https://doi.org/10.2337/dc16-1458
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    Figure 1

    HRs for mortality in 11 BMI categories by diabetes status and sex for men and women (A), men (B), and women (C). BMI categories (kg/m2): <17.5, 17.5–18.9, 19.0–20.4, 20.5–21.9, 22.0–23.4, 23.5–24.9, 25.0–26.4 [reference], 26.5–27.9, 28.0–29.4, 29.5–30.9, and ≥31.0. The midpoint was used as a representative value for each BMI category except for both ends (16.9 and 32.3), for which the median of all participants was used. HRs and 95% CIs were calculated using Cox proportional hazards models stratified by baseline age (18–24, 25–34, 35–44, 45–54, 55–64, 65–74, 75–84, and 85–99 years) after adjustment for age at baseline as a continuous variable (within each age-group), sex, smoking history, alcohol use, and physical activity.

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    Figure 2

    HRs for mortality in 44 BMI–diabetes status combined categories by age in men: 18–99 years (A), 18–44 years (B), 45–54 years (C), 55–64 years (D), 65–74 years (E), and 75–99 years (F). BMI categories (kg/m2): <17.5, 17.5–18.9, 19.0–20.4, 20.5–21.9, 22.0–23.4, 23.5–24.9, 25.0–26.4, 26.5–27.9, 28.0–29.4, 29.5–30.9, and ≥31.0. Normoglycemic people with BMI 25–26.4 were the reference group. The midpoint was used as a representative value for each BMI category, except for both ends (16.9 and 32.3), for which the median of all participants was used. HRs and 95% CIs were calculated using Cox proportional hazards models stratified by baseline age (18–24, 25–34, 35–44, 45–54, 55–64, 65–74, 75–84, and 85–99 years) after adjustment for age at baseline as a continuous variable (within each age-group), smoking status, alcohol use, and physical activity.

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    Figure 3

    HRs for mortality in 44 BMI–diabetes status combined categories by age in women: 18–99 years (A), 18–44 years (B), 45–54 years (C), 55–64 years (D), 65–74 years (E), and 75–99 years (F). BMI categories (kg/m2): <17.5, 17.5–18.9, 19.0–20.4, 20.5–21.9, 22.0–23.4, 23.5–24.9, 25.0–26.4, 26.5–27.9, 28.0–29.4, 29.5–30.9, and ≥31.0. Normoglycemic individuals with BMI 25–26.4 were the reference group. The midpoint was used as a representative value for each BMI category, except for both ends (16.9 and 32.3), for which the median of all participants was used. HRs and 95% CIs were calculated using Cox proportional hazards models stratified by baseline age (18–24, 25–34, 35–44, 45–54, 55–64, 65–74, 75–84, and 85–99 years) (if applicable) after adjustment for age at baseline as a continuous variable (within each age-group), smoking history, alcohol use, and physical activity.

Tables

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    Characteristics of participants according to diabetes status

    VariableTotal Normoglycemia IFGNewly diagnosed diabetes Prevalent diabetes
    N = 12,815,006n = 9,403,894n = 2,505,235n = 546,232n = 359,645
    Age, years44.4 ± 14.242.5 ± 13.947.7 ± 13.852.5 ± 13.356.8 ± 12.1
    BMI, kg/m223.5 ± 3.223.2 ± 3.124.1 ± 3.224.7 ± 3.324.5 ± 3.2
    SBP, mmHg124.1 ± 17.3122.3 ± 16.6127.9 ± 17.7133.1 ± 19.0131.5 ± 18.8
    FSG, mg/dL94.9 ± 31.084.8 ± 8.6108.0 ± 6.6133.1 ± 19.0131.5 ± 18.8
    Total cholesterol, mg/dL194.2 ± 49.0191.2 ± 44.8201.1 ± 56.6208.5 ± 64.8201.2 ± 58.3
    Sex
     Men7,292,064 (56.9)5,155,811 (54.8)367,232 (67.2)1,567,046 (62.6)201,975 (56.2)
     Women5,522,942 (43.1)4,248,083 (45.2)179,000 (32.8)938,189 (37.4)157,670 (43.8)
    Smoking status
     Current smoker3,653,334 (28.5)2,626,812 (27.9)182,435 (33.4)756,268 (30.2)87,819 (24.2)
     Former smoker1,099,436 (8.6)759,271 (8.1)52,186 (9.6)249,647 (10.0)38,332 (10.7)
     Never smoker7,425,581 (57.9)5,527,669 (58.8)283,945 (52.0)1,389,340 (55.5)224,627 (62.5)
     Missing636,655 (5.0)490,142 (5.2)27,666 (5.1)109,980 (4.4)8,867 (26.8)
    Alcohol consumption, frequency (days)
     ≤1/month6,102,884 (47.6)4,490,767 (47.8)252,841 (46.3)1,142,796 (45.6)216,480 (60.2)
     2/month–2/week4,980,284 (38.9)3,743,434 (39.8)185,155 (33.9)955,218 (38.1)96,477 (26.8)
     3–7/week1,237,846 (9.7)791,794 (8.4)84,861 (15.5)321,116 (12.8)40,075 (11.1)
     Missing493,992 (3.9)377,899 (4.0)23,375 (4.3)86,105 (3.4)6,613 (1.8)
    Physical activity
     ≥1 times/week5,158,300 (40.3)3,744,925 (39.8)1,032,589 (38.1)211,600 (33.9)169,186 (26.8)
    Self-reported comorbidity
     Cancer, heart disease, stroke 202,464 (1.6)120,449 (1.3)46,594 (1.9)16,676 (3.1)18,745 (5.2)
    • Data are expressed as mean ± SD or n (%).

    • FSG, fasting serum glucose; SBP, systolic blood pressure.

    • P values, which were calculated by χ2 tests and one-way ANOVA between diabetes status groups, were <0.001 for each variable.

    • To convert cholesterol from mg/dL to mmol/L, multiply by 0.0259.

    • To convert glucose from mg/dL to mmol/L, multiply by 0.0555.

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BMI and All-Cause Mortality in Normoglycemia, Impaired Fasting Glucose, Newly Diagnosed Diabetes, and Prevalent Diabetes: A Cohort Study
Eun Young Lee, Yong-ho Lee, Sang-Wook Yi, Soon-Ae Shin, Jee-Jeon Yi
Diabetes Care Aug 2017, 40 (8) 1026-1033; DOI: 10.2337/dc16-1458

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BMI and All-Cause Mortality in Normoglycemia, Impaired Fasting Glucose, Newly Diagnosed Diabetes, and Prevalent Diabetes: A Cohort Study
Eun Young Lee, Yong-ho Lee, Sang-Wook Yi, Soon-Ae Shin, Jee-Jeon Yi
Diabetes Care Aug 2017, 40 (8) 1026-1033; DOI: 10.2337/dc16-1458
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