| Literature DB >> 31733656 |
You-Bin Lee1,2, Kyungdo Han3, Bongsung Kim4, Seung-Eun Lee5, Ji Eun Jun6, Jiyeon Ahn2, Gyuri Kim2, Sang-Man Jin2, Jae Hyeon Kim7,8.
Abstract
BACKGROUND: Both type 1 and type 2 diabetes are well-established risk factors for cardiovascular disease and early mortality. However, few studies have directly compared the hazards of cardiovascular outcomes and premature death among people with type 1 diabetes to those among people with type 2 diabetes and subjects without diabetes. Furthermore, information about the hazard of cardiovascular disease and early mortality among Asians with type 1 diabetes is sparse, although the clinical and epidemiological characteristics of Asians with type 1 diabetes are unlike those of Europeans. We estimated the hazard of myocardial infarction (MI), hospitalization for heart failure (HF), atrial fibrillation (AF), and mortality during follow-up in Korean adults with type 1 diabetes compared with those without diabetes and those with type 2 diabetes.Entities:
Keywords: Atrial fibrillation; Heart failure; Morality; Myocardial infarction; Type 1 diabetes mellitus
Mesh:
Year: 2019 PMID: 31733656 PMCID: PMC6858684 DOI: 10.1186/s12933-019-0953-7
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Fig. 1Enrollment, exclusions, and follow-up
Baseline characteristics according to the presence and type of diabetes mellitus
| Individuals without diabetes | Individuals with type 2 diabetes | Individuals with type 1 diabetes | |
|---|---|---|---|
| n = 18,500,151 | n = 1913,503 | n = 9397 | |
| Age (years) | 45.92 ± 14.23 | 57.81 ± 11.91 | 56.21 ± 13.99 |
| Men [n (%)] | 9,435,968 (51.00) | 1,125,851 (58.84) | 5,348 (56.91) |
| Low income level (lowest 20%) [n (%)] | 3,730,295 (20.16) | 435,273 (22.75) | 2,390 (25.43) |
| Current smoker [n (%)] | 4,596,861 (24.85) | 485,750 (25.39) | 2,196 (23.37) |
| Heavy alcohol consumers [n (%)] | 1,176,482 (6.36) | 161,349 (8.43) | 511 (5.44) |
| Regular exercise [n (%)] | 9,469,745 (51.19) | 914,636 (47.80) | 4,441 (47.26) |
| Body weight (kg) | 63.60 ± 11.80 | 66.24 ± 11.76 | 63.92 ± 11.06 |
| BMI (kg/m2) | 23.57 ± 3.26 | 25.08 ± 3.37 | 24.13 ± 3.39 |
| Waist circumference (cm) | 79.44 ± 9.20 | 85.47 ± 8.56 | 83.63 ± 9.52 |
| In men | 83.16 ± 7.93 | 86.98 ± 7.95 | 85.09 ± 8.67 |
| In women | 75.57 ± 8.83 | 83.31 ± 8.92 | 81.70 ± 10.21 |
| Systolic BP (mmHg) | 121.22 ± 14.80 | 128.91 ± 15.63 | 126.78 ± 16.65 |
| Diastolic BP (mmHg) | 75.65 ± 9.93 | 78.84 ± 10.07 | 76.57 ± 9.96 |
| Fasting plasma glucose (mg/dl) | 92.87 ± 11.01 | 145.22 ± 45.76 | 156.99 ± 69.64 |
| Total cholesterol (mg/dl) | 194.22 ± 35.88 | 194.96 ± 41.47 | 187.51 ± 40.96 |
| Triglyceride (mg/dl) | 106.71 (106.68–106.74) | 146.24 (146.13–146.36) | 119.02 (117.60–120.45) |
| HDL-C (mg/dl) | 55.90 ± 16.82 | 51.08 ± 17.14 | 53.09 ± 19.05 |
| LDL-C (mg/dl) | 114.43 ± 42.68 | 110.81 ± 43.36 | 106.26 ± 36.76 |
| eGFR (ml/min/1.73 m2) | 90.46 ± 47.25 | 85.47 ± 40.16 | 82.62 ± 43.45 |
| Proteinuria (urine dipstick positivity) [n (%)] | 728,964 (3.94) | 205,321 (10.73) | 1,897 (20.19) |
| Statin use [n (%)]a | 2,328,415 (12.59) | 926,340 (48.41) | 4,741 (50.45) |
| Baseline comorbidities [n (%)] | |||
| Hypertension | 4,111,022 (22.22) | 1,097,064 (57.33) | 5,291 (56.31) |
| Dyslipidemia | 3,020,052 (16.32) | 829,098 (43.33) | 3,870 (41.18) |
| Metabolic syndromeb | 4,155,335 (22.46) | 1,436,073 (75.05) | 5,972 (63.55) |
Continuous variables with normal distributions are expressed as mean ± standard deviation and continuous variables with non-normal distributions are expressed as median (interquartile range). Categorical data are presented as frequencies and percentages
AF atrial fibrillation, BMI body mass index, BP blood pressure, eGFR estimated glomerular filtration rate, HDL-C high-density lipoprotein cholesterol, HF heart failure, LDL-C low-density lipoprotein cholesterol, MI myocardial infarction
aStatin use was defined as the prescription of statins for at least 6 months from baseline to the end of the follow-up
bThe 2005 revision of the National Cholesterol Education Program Adult Treatment Panel III criteria were used with Asian-specific cut-off values for abdominal obesity (WC ≥ 90 cm in men, ≥ 80 cm in women)
Fig. 2Cumulative incidence of cardiovascular disease (myocardial infarction, hospitalization for heart failure, atrial fibrillation) and all-cause mortality during follow-up according to the presence and type of diabetes mellitus. The dashed lines represent the 95% confidence interval. The log-rank test was applied to evaluate differences among the groups and calculate the p-values
Hazard ratios (HRs) and 95% confidence intervals for the incidence of cardiovascular disease and all-cause mortality during follow up according to the presence and type of diabetes mellitus
| Individuals without diabetes | Individuals with type 2 diabetes | Individuals with type 1 diabetes | |
|---|---|---|---|
| n = 18,500,151 | n = 1,913,503 | n = 9,397 | |
| Myocardial infarction | |||
| Events (n) | 83,712 | 32,666 | 271 |
| Follow-up duration (person-years) | 84,157,841.27 | 9,193,771.11 | 44,306.51 |
| Incidence rate (per 100,000 person-years) | 99.470 | 355.306 | 611.648 |
| Model 1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2-1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 3 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 4 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Hospitalization for HF | |||
| Events (n) | 89,173 | 36,448 | 376 |
| Follow-up duration (person-years) | 84,188,450.19 | 9,203,077.54 | 44,238.57 |
| Incidence rate (per 100,000 person-years) | 105.921 | 396.041 | 849.937 |
| Model 1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2-1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 3 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 4 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Atrial fibrillation | |||
| Events (n) | 105,562 | 29,743 | 227 |
| Follow-up duration (person-years) | 84,127,796.33 | 9,204,929.38 | 44,425.71 |
| Incidence rate (per 100,000 person-years) | 125.478 | 323.120 | 510.965 |
| Model 1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2-1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 3 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 4 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| All-cause mortality | |||
| Events (n) | 249,622 | 94,018 | 876 |
| Follow-up duration (person-years) | 84,326,798.16 | 9,261,598.81 | 44,788.78 |
| Incidence rate (per 100,000 person-years) | 296.020 | 1015.140 | 1955.850 |
| Model 1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 2-1 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 3 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
| Model 4 | 1 (Ref.) | ||
| – | 1 (Ref.) | ||
Model 1: adjusted for age and sex
Model 2: adjusted for model 1 + smoking history, alcohol history, regular exercise, monthly income, body mass index, hypertension, and dyslipidemia
Model 2-1: adjusted for model 1 + smoking history, alcohol history, regular exercise, monthly income, body mass index, hypertension, and statin use. Statin use was defined as the prescription of statins for at least 6 months from baseline to the end of the follow-up
Model 3: adjusted for model 1 + smoking history, alcohol history, regular exercise, monthly income, metabolic syndrome, and end-stage renal disease
Model 4: adjusted for model 2 + fasting plasma glucose
HF heart failure.
Statistically significant values among the hazard ratios (95% confidence intervals) were given in talic
Hazard ratios (HRs) and 95% confidence intervals for the incidence of cardiovascular disease and all-cause mortality during follow up according to the presence, type, and duration of diabetes mellitus
| Individuals without diabetes | Individuals with type 2 diabetes (diabetes duration < 5 years) | Individuals with type 2 diabetes (diabetes duration ≥ 5 years) | Individuals with type 1 diabetes (diabetes duration < 5 years) | Individuals with type 1 diabetes (diabetes duration ≥ 5 years) | |
|---|---|---|---|---|---|
| n = 18,500,151 | n = 1,158,637 | n = 754,866 | n = 8,523 | n = 874 | |
| Myocardial infarction | |||||
| Events (n) | 83,712 | 14,986 | 17,680 | 257 | 14 |
| Follow-up duration (person-years) | 84,157,841.27 | 5,516,027.03 | 3,677,744.08 | 41,701.72 | 2,604.79 |
| Incidence rate (per 100,000 person-years) | 99.470 | 271.681 | 480.729 | 616.282 | 537.471 |
| Model 1 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 2 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 3 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 4 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Hospitalization for HF | |||||
| Events (n) | 89,173 | 15,926 | 20,522 | 358 | 18 |
| Follow-up duration (person-years) | 84,188,450.19 | 5,521,605.87 | 3,681,471.67 | 41,639.93 | 2,598.64 |
| Incidence rate (per 100,000 person-years) | 105.921 | 288.431 | 557.440 | 859.752 | 692.670 |
| Model 1 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 2 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 3 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 4 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Atrial fibrillation | |||||
| Events (n) | 105,562 | 15,019 | 14,724 | 213 | 14 |
| Follow-up duration (person-years) | 84,127,796.33 | 5,518,697.12 | 3,686,232.26 | 41,821.14 | 2,604.57 |
| Incidence rate (per 100,000 person-years) | 125.478 | 272.148 | 399.432 | 509.312 | 537.517 |
| Model 1 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 2 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 3 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 4 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| All-cause mortality | |||||
| Events (n) | 249,622 | 45,145 | 48,873 | 841 | 35 |
| Follow-up duration (person-years) | 84,326,798.16 | 5,547,858.83 | 3,713,739.98 | 42,168.61 | 2,620.17 |
| Incidence rate (per 100,000 person-years) | 296.020 | 813.740 | 1,316.000 | 1,994.370 | 1,335.790 |
| Model 1 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 2 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 3 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
| Model 4 | 1 (Ref.) | ||||
| – | 1 (Ref.) | ||||
Model 1: adjusted for age and sex
Model 2: adjusted for model 1 + smoking history, alcohol history, regular exercise, monthly income, body mass index, hypertension, and dyslipidemia
Model 3: adjusted for model 1 + smoking history, alcohol history, regular exercise, monthly income, metabolic syndrome, and end-stage renal disease
Model 4: adjusted for model 2 + fasting plasma glucose
HF heart failure. Statistically significant values among the hazard ratios (95% confidence intervals) were given in italic
Adjusted hazard ratios (HRs) and 95% confidence intervals for the incidence of cardiovascular diseases and all-cause mortality during follow up according to the presence and type of diabetes mellitus in subgroups
| n | Age groups | Sex | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Age < 65 years | Age ≥ 65 years | Men | |||||||
| Without diabetes | T2D | T1D | Without diabetes | T2D | T1D | Without diabetes | T2D | T1D | |
| 16,432,505 | 1,336,352 | 6444 | 2,067,646 | 577,151 | 2953 | 9,435,968 | 1,125,851 | 5348 | |
| Myocardial infarction | |||||||||
| Events (n) | 45,760 | 15,003 | 127 | 37,952 | 17,663 | 144 | 49,094 | 19,398 | 161 |
| Follow-up durationa | 74,096,761.66 | 6,371,484.62 | 30,193.35 | 10,061,079.61 | 2,822,286.48 | 14,113.17 | 43,604,234.55 | 5,351,613.56 | 24,915.64 |
| IRb | 61.760 | 235.470 | 420.620 | 377.220 | 625.840 | 1020.320 | 112.590 | 362.470 | 646.181 |
| Adjusted HR (95% CI) | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) | ||||||
| Hospitalization for HF | |||||||||
| Events (n) | 33,468 | 12,533 | 158 | 55,705 | 23,915 | 218 | 45,079 | 19,112 | 207 |
| Follow-up durationa | 74,137,669.23 | 6,382,665.72 | 30,199.82 | 10,050,780.96 | 2,820,411.82 | 14,038.75 | 43,638,053.44 | 5,362,891.91 | 24,894.04 |
| IRb | 45.140 | 196.360 | 523.180 | 554.240 | 847.930 | 1552.840 | 103.302 | 356.375 | 831.524 |
| Adjusted HR (95% CI) | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) | ||||||
| Atrial fibrillation | |||||||||
| Events (n) | 50,060 | 11,523 | 89 | 55,502 | 18,220 | 138 | 59,913 | 17,762 | 133 |
| Follow-up durationa | 74,095,720.84 | 6,381,466.71 | 30,291.22 | 10,032,075.49 | 2,823,462.67 | 14,134.49 | 43,594,810.10 | 5,358,747.06 | 24,969.15 |
| IRb | 67.561 | 180.570 | 293.815 | 553.245 | 645.307 | 976.335 | 137.431 | 331.458 | 532.657 |
| Adjusted HR (95% CI) | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) | ||||||
| All-cause mortality | |||||||||
| Events (n) | 96,885 | 30,131 | 300 | 152,737 | 63,887 | 576 | 161,569 | 62,460 | 581 |
| Follow-up durationa | 74,189,668.59 | 6,403,591.13 | 30,439.67 | 10,137,129.57 | 2,858,007.68 | 14,349.12 | 43,703,573.26 | 5,391,593.98 | 25,187.91 |
| IRb | 130.590 | 470.530 | 985.560 | 1506.710 | 2235.370 | 4014.180 | 369.690 | 1158.470 | 2306.660 |
| Adjusted HR (95% CI) | 1 (Ref.) | 1 (Ref.) | 1 (Ref.) | ||||||
Adjusted for age, sex, smoking history, alcohol history, regular exercise, monthly income, body mass index, hypertension, dyslipidemia, and fasting plasma glucose. Statistically significant values among the hazard ratios (95% confidence intervals) were given in italic
T2D type 2 diabetes, T1D type 1 diabetes IR incidence rate, HR hazard ratio, HF heart failure
aIn person-years
bPer 100,000 person-years
Fig. 3Adjusted hazard ratios and 95% confidence intervals for the incidence of cardiovascular disease and all-cause mortality during follow-up in type 1 diabetes patients versus type 2 diabetes patients in subgroups. Adjusted for age, sex, smoking history, alcohol history, regular exercise, monthly income, body mass index, hypertension, dyslipidemia, and fasting plasma glucose. CKD chronic kidney disease
E-values for the observed associations between cardiovascular diseases or all-cause mortality during follow up and the type of diabetes
| Type 1 versus type 2 diabetes | Myocardial infarction | Hospitalization for HF | Atrial fibrillation | All-cause mortality |
|---|---|---|---|---|
| Observed associationa | 1.679 (1.490–1.893) | 2.105 (1.901–2.330) | 1.608 (1.411–1.833) | 1.884 (1.762–2.013) |
| E-value for point estimate | 2.75 | 3.63 | 2.60 | 3.17 |
| E-value for confidence interval | 2.34 | 3.21 | 2.17 | 2.92 |
HF heart failure
aThe observed associations are the fully adjusted hazard ratios (95% confidence intervals) shown in Table 2 and are presented here for reference