1Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
2Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
3Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
4Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
5Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
6Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
7Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
Copyright © 2023 Korean Diabetes Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
Seung-Hyun Ko is associate editor of the Diabetes & Metabolism Journal from 2022 to 2023. Yong-Moon Park has been statistical advisor of the Diabetes & Metabolism Journal since 2022.
They were not involved in the review process of this article. Otherwise, there was no conflict of interest.
AUTHOR CONTRIBUTIONS
Conception or design: S.H.K., K.D.H.
Acquisition, analysis, or interpretation of data: K.D.H., Y.M.P.
Drafting the work or revising: S.H.K., Y.M.P., J.S.Y., K.K., J. H.B., H.S.K., N.H.K.
Final approval of the manuscript: S.H.K., K.D.H., Y.M.P., J.S.Y., K.K., J.H.B., H.S.K., N.H.K.
FUNDING
This work was supported by the Bio & Medical Technology Development Program of the National Research Foundation (NRF) funded by the Korean government (MSIT) (NRF-2019M3E5D3073102), and National IT Industry Promotion Agency (NIPA) grant funded by MSIT (No. S0252-21-1001, Development of AI Precision Medical Solution [Doctor Answer 2.0]).
Variable | Total (n=3,068) | Men (n=1,327) | Women (n=1,741) | P valuea | |||
---|---|---|---|---|---|---|---|
Diabetes | |||||||
Prevalence, % | |||||||
FPG criteria | 26.0 | 27.5 | 24.9 | 0.145 | |||
65–74 yr | 25.1 | 28.5 | 22.0 | 0.005 | |||
≥75 yr | 27.4 | 25.8 | 28.4 | 0.354 | |||
FPG, A1C criteria | 29.6 | 30.0 | 29.3 | 0.712 | |||
65–74 yr | 28.1 | 30.6 | 26.0 | 0.061 | |||
≥75 yr | 31.5 | 28.9 | 33.2 | 0.140 | |||
Estimated number | |||||||
Total | 2,122,166 | 930,681 | 1,191,485 | ||||
65–74 yr | 1,169,538 | 597,344 | 572,194 | ||||
≥75 yr | 952,628 | 333,337 | 619,291 | ||||
Prediabetes | |||||||
Prevalence, % | |||||||
Total | 50.5 | 51.1 | 49.9 | 0.588 | |||
65–74 yr | 51.1 | 50.4 | 51.6 | 0.645 | |||
≥75 yr | 49.6 | 52.3 | 47.9 | 0.166 | |||
Estimated number | |||||||
Total | 3,620,684 | 1,588,338 | 2,032,346 | ||||
65–74 yr | 2,122,391 | 984,820 | 1,137,570 | ||||
≥75 yr | 1,498,293 | 603,518 | 894,776 |
Variable | Total (n=914) | Men (n=406) | Women (n=508) | P value | |
---|---|---|---|---|---|
Abdominal obesity, % | 63.9 (1.8) | 57.3 (2.7) | 69.0 (2.4) | 0.001 | |
Hypertension, % | |||||
Prevalence | 71.7 (1.7) | 67.5 (2.5) | 75.0 (2.2) | 0.023 | |
Control rate | 62.8 (2.3) | 67.5 (3.6) | 59.4 (3.1) | 0.092 | |
Hypercholesterolemia, % | |||||
Prevalence | 70.0 (1.9) | 64.1 (2.7) | 74.6 (2.4) | 0.002 | |
Control rate | 61.7 (1.9) | 63.1 (2.6) | 60.6 (2.4) | 0.268 | |
Triple comorbidities, %a | 50.7 (1.9) | 44.2 (2.7) | 55.7 (2.7) | 0.002 | |
Integrated management (A1C <6.5%b) | 13.6 (1.4) | 18.1 (2.3) | 10.1 (1.5) | 0.003 | |
Integrated management (A1C <7.5%c) | 36.0 (1.9) | 40.1 (2.8) | 32.8 (2.4) | 0.038 | |
Current smoker, % | 11.0 (1.3) | 20.6 (2.5) | 3.3 (0.8) | <0.001 | |
High-risk alcohol consumption, % | 12.4 (1.9) | 18.6 (2.8) | 1.2 (0.8) | <0.001 | |
Regular walking, % | 40.1 (2.0) | 49.7 (2.9) | 31.8 (2.8) | <0.001 |
Values are presented as percentages (standard error). Hypertension was defined as systolic blood pressure (BP) ≥140 mm Hg or diastolic BP ≥90 mm Hg or taking antihypertensive medications. Hypercholesterolemia was defined as low density lipoprotein cholesterol ≥100 mg/dL or taking lipid-lowering medications. Current smoking was defined as having smoked five packs (or 100 cigarettes) in his or her lifetime and currently smoking cigarettes. High-risk alcohol consumption was defined as more than seven drinks twice a week for men and more than five for women. Regular walking was defined as a minimum of 30 minutes a day of walking 5 or more days per week.
KNHANES, Korea National Health and Nutrition Examination Survey.
a Triple comorbidities were defined as the proportion of patients with hypertension, obesity, and hypercholesterolemia among the total diabetes mellitus (DM) population, Integrated management was defined as the proportion of patients with achieved target ranges (A1C <6.5%b or A1C <7.5%c) among the total DM population.
Variable | Prevalent DM (n=813) | Known DM (n=614) | Non-DM (n=1,846) | P valuea | ||
---|---|---|---|---|---|---|
Total daily energy intake, kcal | ||||||
Total | 1,553.7±24.8 | 1,583.8±29.9 | 1,575.5±22.7 | 0.493 | ||
Men | 1,796.3±41.7 | 1,859.1±49.5 | 1,821.3±31.0 | 0.621 | ||
Women | 1,341.0±25.7 | 1,338.4±28.3 | 1,372.1±24.4 | 0.353 | ||
P valueb | <0.001 | <0.001 | <0.001 | |||
Excess energy intake, % | ||||||
Total | 11.9 (1.4) | 12.2 (1.5) | 12.2 (1.0) | 0.887 | ||
Men | 13.4 (2.0) | 14.9 (2.4) | 14.6 (1.6) | 0.638 | ||
Women | 10.6 (1.8) | 10.0 (1.8) | 10.1 (1.1) | 0.830 | ||
P valueb | 0.300 | 0.113 | 0.006 | |||
Percentages of energy intake from macronutrients | ||||||
Carbohydrates, % | ||||||
Total | 70.5±0.5 | 70.1±0.5 | 69.4±0.4 | 0.044 | ||
Men | 68.6±0.5 | 67.8±0.7 | 68.7±0.6 | 0.980 | ||
Women | 72.1±0.6 | 72.1±0.7 | 69.9±0.4 | 0.002 | ||
P valueb | <0.001 | <0.001 | 0.027 | |||
Protein, % | ||||||
Total | 13.9±0.1 | 14.0±0.2 | 14.1±0.1 | 0.190 | ||
Men | 14.6±0.2 | 14.9±0.3 | 14.6±0.2 | 0.863 | ||
Women | 13.2±0.2 | 13.2±0.2 | 13.8±0.1 | 0.025 | ||
P valueb | <0.001 | <0.001 | <0.001 | |||
Fat, % | ||||||
Total | 15.6±0.4 | 15.9±0.4 | 16.5±0.3 | 0.048 | ||
Men | 16.7±0.5 | 17.3±0.5 | 16.7±0.4 | 0.962 | ||
Women | 14.6±0.5 | 14.7±0.6 | 16.3±0.3 | 0.003 | ||
P valueb | <0.001 | <0.001 | 0.306 |
Characteristic | Total |
Diabetes |
|||||||
---|---|---|---|---|---|---|---|---|---|
Total | Men | Women | P value | Total | Men | Women | P value | ||
Number | 3,068 | 1,327 | 1,741 | 914 | 406 | 508 | |||
Age, yr | 73.0±0.1 | 72.5±0.2 | 73.4±0.2 | <0.001 | 73.4±0.2 | 72.2±0.3 | 74.3±0.3 | <0.001 | |
Male sex | 43.3 (0.9) | - | 43.9 (1.8) | - | |||||
Body mass index, kg/m2 | 24.1±0.1 | 23.9±0.1 | 24.2±0.1 | 0.060 | 24.8±0.1 | 24.6±0.2 | 25.0±0.2 | 0.184 | |
Waist circumference, cm | 87.4±0.2 | 89.3±0.3 | 85.9±0.3 | <0.001 | 90.2±0.3 | 91.8±0.5 | 89.0±0.5 | <0.001 | |
Obesity, % | 36.4 (1.0) | 35.0 (1.6) | 37.4 (1.3) | 0.245 | 44.1 (1.8) | 42.1 (2.8) | 45.6 (2.5) | 0.367 | |
Abdominal obesity, % | 52.3 (1.0) | 48.2 (1.6) | 55.4 (1.4) | 0.001 | 63.9 (1.8) | 57.3 (2.7) | 69.1 (2.4) | 0.001 | |
Current smoker, % | 9.5 (0.7) | 18.5 (1.4) | 2.7 (0.5) | <0.001 | 11.0 (1.3) | 20.6 (2.5) | 3.3 (0.8) | <0.001 | |
High-risk alcohol consumption, % | 11.3 (1.0) | 17.7 (1.5) | 2.0 (0.7) | <0.001 | 12.4 (1.9) | 18.6 (2.8) | 1.2 (0.8) | <0.001 | |
Regular walking, % | 41.3 (1.2) | 44.7 (1.5) | 38.6 (1.7) | 0.003 | 40.1 (2.0) | 49.7 (2.9) | 31.8 (2.8) | <0.001 | |
Hypertension, % | 62.7 (1.1) | 58.6 (1.6) | 65.8 (1.3) | 0.001 | 71.7 (1.7) | 67.5 (2.5) | 75.0 (2.2) | 0.023 | |
Hypercholesterolemia, % | 76.5 (0.9) | 71.2 (1.4) | 80.6 (1.1) | <0.001 | 70.1 (1.9) | 64.1 (2.7) | 74.7 (2.4) | 0.002 | |
Stroke, % | 6.5 (0.6) | 7.3 (0.9) | 5.9 (0.7) | 0.194 | 8.0 (1.3) | 7.7 (1.5) | 8.3 (1.6) | 0.768 | |
Myocardial infarction, % | 3.2 (0.4) | 4.7 (0.7) | 2.1 (0.4) | 0.009 | 5.0 (0.9) | 8.6 (1.6) | 2.0 (0.6) | <0.001 | |
Angina, % | 6.4 (0.5) | 7.2 (0.8) | 5.8 (0.7) | 0.197 | 8.9 (1.1) | 11.3 (1.9) | 6.8 (1.4) | 0.059 | |
Cancer, % | 7.3 (0.6) | 6.8 (0.9) | 7.7 (0.8) | 0.452 | 7.9 (1.1) | 7.3 (1.6) | 8.4 (1.6) | 0.675 | |
Systolic blood pressure, mm Hg | 129.6±0.4 | 127.0±0.6 | 131.7±0.5 | <0.001 | 130.0±0.7 | 127.1±1.0 | 132.3±1.0 | 0.001 | |
Diastolic blood pressure, mm Hg | 73.0±0.2 | 72.8±0.3 | 73.2±0.3 | 0.337 | 71.2±0.4 | 71.4±0.6 | 71.0±0.5 | 0.554 | |
Laboratory test | |||||||||
Fasting glucose, mg/dL | 107.1±0.5 | 108.7±0.7 | 105.8 ±1.2 | 0.001 | 128.4±1.2 | 130.4±1.7 | 126.8±1.6 | 0.109 | |
A1C, % | 6.12±0.02 | 6.10±0.03 | 6.14±0.02 | 0.312 | 7.03±0.04 | 6.99±0.1 | 7.05±0.1 | 0.449 | |
Total cholesterol, mg/dL | 181.4±0.9 | 176.4±1.3 | 185.3±1.2 | <0.001 | 168.3±1.6 | 165.6±2.4 | 170.4±2.0 | 0.117 | |
HDL-C, mg/dL | 49.3±0.3 | 47.0±0.4 | 51.1±0.4 | <0.001 | 46.6±0.4 | 44.7±0.6 | 48.1±0.6 | <0.001 | |
LDL-C, mg/dL | 106.7±0.8 | 103.1±1.2 | 109.4±1.1 | <0.001 | 93.9±1.3 | 91.3±2.1 | 95.9±1.7 | 0.071 | |
Triglyceride, mg/dL | 113.0 (110.4–115.6) | 115.3 (111.3–119.5) | 111.2 (108.2–114.3) | 0.088 | 121.9 (117.1–126.8) | 127.1 (119.4–135.4) | 117.9 (112.6–123.4) | 0.044 |
Variable | Total (n=3,068) | Men (n=1,327) | Women (n=1,741) | P value |
|||
---|---|---|---|---|---|---|---|
Diabetes | |||||||
Prevalence, % | |||||||
FPG criteria | 26.0 | 27.5 | 24.9 | 0.145 | |||
65–74 yr | 25.1 | 28.5 | 22.0 | 0.005 | |||
≥75 yr | 27.4 | 25.8 | 28.4 | 0.354 | |||
FPG, A1C criteria | 29.6 | 30.0 | 29.3 | 0.712 | |||
65–74 yr | 28.1 | 30.6 | 26.0 | 0.061 | |||
≥75 yr | 31.5 | 28.9 | 33.2 | 0.140 | |||
Estimated number | |||||||
Total | 2,122,166 | 930,681 | 1,191,485 | ||||
65–74 yr | 1,169,538 | 597,344 | 572,194 | ||||
≥75 yr | 952,628 | 333,337 | 619,291 | ||||
Prediabetes | |||||||
Prevalence, % | |||||||
Total | 50.5 | 51.1 | 49.9 | 0.588 | |||
65–74 yr | 51.1 | 50.4 | 51.6 | 0.645 | |||
≥75 yr | 49.6 | 52.3 | 47.9 | 0.166 | |||
Estimated number | |||||||
Total | 3,620,684 | 1,588,338 | 2,032,346 | ||||
65–74 yr | 2,122,391 | 984,820 | 1,137,570 | ||||
≥75 yr | 1,498,293 | 603,518 | 894,776 |
Variable | Total (n=914) | Men (n=406) | Women (n=508) | P value | |
---|---|---|---|---|---|
Abdominal obesity, % | 63.9 (1.8) | 57.3 (2.7) | 69.0 (2.4) | 0.001 | |
Hypertension, % | |||||
Prevalence | 71.7 (1.7) | 67.5 (2.5) | 75.0 (2.2) | 0.023 | |
Control rate | 62.8 (2.3) | 67.5 (3.6) | 59.4 (3.1) | 0.092 | |
Hypercholesterolemia, % | |||||
Prevalence | 70.0 (1.9) | 64.1 (2.7) | 74.6 (2.4) | 0.002 | |
Control rate | 61.7 (1.9) | 63.1 (2.6) | 60.6 (2.4) | 0.268 | |
Triple comorbidities, % |
50.7 (1.9) | 44.2 (2.7) | 55.7 (2.7) | 0.002 | |
Integrated management (A1C <6.5% |
13.6 (1.4) | 18.1 (2.3) | 10.1 (1.5) | 0.003 | |
Integrated management (A1C <7.5% |
36.0 (1.9) | 40.1 (2.8) | 32.8 (2.4) | 0.038 | |
Current smoker, % | 11.0 (1.3) | 20.6 (2.5) | 3.3 (0.8) | <0.001 | |
High-risk alcohol consumption, % | 12.4 (1.9) | 18.6 (2.8) | 1.2 (0.8) | <0.001 | |
Regular walking, % | 40.1 (2.0) | 49.7 (2.9) | 31.8 (2.8) | <0.001 |
Variable | Prevalent DM (n=813) | Known DM (n=614) | Non-DM (n=1,846) | P value |
||
---|---|---|---|---|---|---|
Total daily energy intake, kcal | ||||||
Total | 1,553.7±24.8 | 1,583.8±29.9 | 1,575.5±22.7 | 0.493 | ||
Men | 1,796.3±41.7 | 1,859.1±49.5 | 1,821.3±31.0 | 0.621 | ||
Women | 1,341.0±25.7 | 1,338.4±28.3 | 1,372.1±24.4 | 0.353 | ||
P value |
<0.001 | <0.001 | <0.001 | |||
Excess energy intake, % | ||||||
Total | 11.9 (1.4) | 12.2 (1.5) | 12.2 (1.0) | 0.887 | ||
Men | 13.4 (2.0) | 14.9 (2.4) | 14.6 (1.6) | 0.638 | ||
Women | 10.6 (1.8) | 10.0 (1.8) | 10.1 (1.1) | 0.830 | ||
P value |
0.300 | 0.113 | 0.006 | |||
Percentages of energy intake from macronutrients | ||||||
Carbohydrates, % | ||||||
Total | 70.5±0.5 | 70.1±0.5 | 69.4±0.4 | 0.044 | ||
Men | 68.6±0.5 | 67.8±0.7 | 68.7±0.6 | 0.980 | ||
Women | 72.1±0.6 | 72.1±0.7 | 69.9±0.4 | 0.002 | ||
P value |
<0.001 | <0.001 | 0.027 | |||
Protein, % | ||||||
Total | 13.9±0.1 | 14.0±0.2 | 14.1±0.1 | 0.190 | ||
Men | 14.6±0.2 | 14.9±0.3 | 14.6±0.2 | 0.863 | ||
Women | 13.2±0.2 | 13.2±0.2 | 13.8±0.1 | 0.025 | ||
P value |
<0.001 | <0.001 | <0.001 | |||
Fat, % | ||||||
Total | 15.6±0.4 | 15.9±0.4 | 16.5±0.3 | 0.048 | ||
Men | 16.7±0.5 | 17.3±0.5 | 16.7±0.4 | 0.962 | ||
Women | 14.6±0.5 | 14.7±0.6 | 16.3±0.3 | 0.003 | ||
P value |
<0.001 | <0.001 | 0.306 |
Values are presented as mean±standard error (SE), percentage (SE), or geometric mean (95% confidence interval). KNHANES, Korea National Health and Nutrition Examination Survey; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol.
Prediabetes: FPG 100–125 mg/dL or A1C 5.7%–6.4% and no history of diagnosed diabetes. KNHANES, Korea National Health and Nutrition Examination Survey; FPG, fasting plasma glucose.
Values are presented as percentages (standard error). Hypertension was defined as systolic blood pressure (BP) ≥140 mm Hg or diastolic BP ≥90 mm Hg or taking antihypertensive medications. Hypercholesterolemia was defined as low density lipoprotein cholesterol ≥100 mg/dL or taking lipid-lowering medications. Current smoking was defined as having smoked five packs (or 100 cigarettes) in his or her lifetime and currently smoking cigarettes. High-risk alcohol consumption was defined as more than seven drinks twice a week for men and more than five for women. Regular walking was defined as a minimum of 30 minutes a day of walking 5 or more days per week. KNHANES, Korea National Health and Nutrition Examination Survey. Triple comorbidities were defined as the proportion of patients with hypertension, obesity, and hypercholesterolemia among the total diabetes mellitus (DM) population, Integrated management was defined as the proportion of patients with achieved target ranges (A1C <6.5%b or A1C <7.5%c) among the total DM population.
Values are presented as mean±standard error (SE) or percentage (SE). DM, diabetes mellitus.