Introduction
Materials and methods
Study design and population
Data collection and definitions
Endpoints
Statistical analysis
Results
Baseline characteristics
Variable | Overall population (n = 5308) | Diabetes (n = 2081) | No diabetes (n = 3227) |
---|---|---|---|
Age (years) | 62.0 ± 12.4 | 63.1 ± 11.5 | 61.3 ± 12.9 |
Male, n (%) | 3961 (74.6) | 1420 (68.2) | 2541 (78.7) |
Body mass index (kg/m2) | 24.8 ± 3.0 | 25.0 ± 3.2 | 24.7 ± 2.9 |
Current smoking, n (%) | 2474 (46.6) | 792 (38.1) | 1682 (52.1) |
Hypertension, n (%) | 2924 (55.1) | 1304 (62.7) | 1620 (50.2) |
Hyperlipidemia, n (%) | 778 (14.7) | 336 (16.1) | 442 (13.7) |
Previous myocardial infarction, n (%) | 370 (7.0) | 194 (9.3) | 176 (5.5) |
Family history of premature CAD, n (%) | 184 (3.5) | 74 (3.6) | 110 (3.4) |
Previous PCI, n (%) | 208 (3.9) | 126 (6.1) | 82 (2.5) |
Previous CABG, n (%) | 21 (0.4) | 14 (0.7) | 7 (0.2) |
Previous stroke, n (%) | 510 (9.6) | 231 (11.1) | 279 (8.6) |
Peripheral vascular disease, n (%) | 68 (1.3) | 29 (1.4) | 39 (1.2) |
Previous heart failure, n (%) | 127 (2.4) | 71 (3.4) | 56 (1.7) |
Chronic kidney disease in treatment, n (%) | 81 (1.5) | 43 (2.1) | 38 (1.2) |
COPD, n (%) | 104 (2.0) | 41 (2.0) | 63 (2.0) |
STEMI, n (%) | 4090 (77.1) | 1512 (72.7) | 2578 (79.9) |
Anterior myocardial infarction, n (%) | 2806 (52.9) | 1061 (51.0) | 1745 (54.1) |
Killip class II/III/IV, n (%) | 1183 (22.3) | 508 (24.4) | 675 (20.9) |
Primary PCI, n (%) | 2072 (39.0) | 745 (35.8) | 1327 (41.1) |
Heart rate (beats/min) | 79 ± 18 | 81 ± 18 | 78 ± 18 |
Systolic blood pressure (mmHg) | 130 ± 24 | 132 ± 25 | 128 ± 24 |
Left ventricular ejection fraction (%) | 53.6 ± 10.0 | 53.1 ± 10.2 | 53.9 ± 9.9 |
Laboratory data | |||
Triglyceride (mmol/L) | 1.39 (0.99–2.02) | 1.55 (1.11–2.33) | 1.30 (0.93–1.82) |
LDL-C (mmol/L) | 2.71 (2.17–3.32) | 2.71 (2.17–3.37) | 2.71 (2.17–3.30) |
HDL-C (mmol/L) | 1.04 (0.89–1.22) | 1.03 (0.86–1.18) | 1.04 (0.90–1.24) |
Fasting blood glucose (mmol/L) | 6.86 (5.60–9.23) | 9.32 (7.20-12.99) | 6.06 (5.25–7.24) |
HbA1c (%) | 5.9 (5.5–7.1) | 7.6 (6.7-9.0) | 5.6 (5.3–5.9) |
Serum creatinine (µmol/L) | 75.1 (64.2–88.4) | 75.1 (63.5–90.1) | 75.1 (65.0-87.3) |
Hemoglobin (g/L) | 137 (124–149) | 135 (122–148) | 137 (125–149) |
Medications during hospitalization | |||
Aspirin, n (%) | 5081 (95.7) | 2008 (96.5) | 3073 (95.2) |
P2Y12 inhibitor, n (%) | 5214 (98.2) | 2050 (98.5) | 3164 (98.0) |
ACEI/ARB, n (%) | 3296 (62.1) | 1295 (62.2) | 2001 (62.0) |
β-blockers, n (%) | 4082 (76.9) | 1621 (77.9) | 2461 (76.3) |
Statins, n (%) | 5123 (96.5) | 2015 (96.8) | 3108 (96.3) |
Association between fasting SHR, FPG, HbA1c and in-hospital mortality
Category | Event, n/total (%) | Odds ratio (95% confidence interval) | |
---|---|---|---|
Unadjusted model | Multivariable-adjusted model | ||
Diabetes | |||
Q1 | 11/537 (2.0) | Reference | Reference |
Q2 | 13/518 (2.5) | 1.231 (0.546, 2.773) | 1.263 (0.543, 2.938) |
Q3 | 19/501 (3.8) | 1.885 (0.888, 4.002) | 1.867 (0.849, 4.108) |
Q4 | 51/525 (9.7) |
5.145 (2.650, 9.987) |
4.070 (2.014, 8.228) |
SHR as a continuous variable | 94/2081 (4.5) |
4.815 (3.279, 7.072) |
3.682 (2.380, 5.696) |
No diabetes | |||
Q1 | 18/817 (2.2) | Reference | Reference |
Q2 | 12/798 (1.5) | 0.678 (0.324, 1.416) | 0.706 (0.327, 1.523) |
Q3 | 31/814 (3.8) | 1.757 (0.975, 3.168) | 1.532 (0.823, 2.854) |
Q4 | 70/798 (8.8) |
4.268 (2.518, 7.234) |
2.976 (1.695, 5.224) |
SHR as a continuous variable | 131/3227 (4.1) | 1.111 (0.997, 1.237) |
1.109 (1.016, 1.211) |
Category | Event, n/total (%) | Odds ratio (95% confidence interval) | |
---|---|---|---|
Unadjusted model | Multivariable-adjusted model | ||
Diabetes | |||
Q1 | 10/518 (1.9) | Reference | Reference |
Q2 | 18/522 (3.4) | 1.814 (0.829, 3.969) | 2.005 (0.883, 4.554) |
Q3 | 17/520 (3.3) | 1.717 (0.779, 3.786) | 1.878 (0.813, 4.338) |
Q4 | 49/521 (9.4) |
5.274 (2.641,10.531) |
5.354 (2.541,11.282) |
FPG as a continuous variable | 94/2081 (4.5) |
1.136 (1.099, 1.174) |
1.125 (1.083, 1.169) |
No diabetes | |||
Q1 | 17/806 (2.1) | Reference | Reference |
Q2 | 10/806 (1.2) | 0.583 (0.265, 1.281) | 0.646 (0.286, 1.459) |
Q3 | 37/808 (4.6) |
2.227 (1.244, 3.989) |
2.032 (1.097, 3.762) |
Q4 | 67/807 (8.3) |
4.202 (2.445, 7.223) |
2.948 (1.654, 5.254) |
FPG as a continuous variable | 131/3227 (4.1) |
1.227 (1.162, 1.295) |
1.161 (1.093, 1.233) |
Category | Event, n/total (%) | Odds ratio (95% confidence interval) | |
---|---|---|---|
Unadjusted model | Multivariable-adjusted model | ||
Diabetes | |||
Q1 | 26/536 (4.9) | Reference | Reference |
Q2 | 19/494 (3.8) | 0.785 (0.429, 1.436) | 0.899 (0.470, 1.720) |
Q3 | 20/530 (3.8) | 0.769 (0.424, 1.396) | 0.827 (0.435, 1.573) |
Q4 | 29/521 (5.6) | 1.156 (0.671, 1.992) | 1.374 (0.742, 2.544) |
HbA1c as a continuous variable | 94/2081 (4.5) | 1.058 (0.946, 1.184) | 1.099 (0.971, 1.243) |
No diabetes | |||
Q1 | 38/757 (5.0) | Reference | Reference |
Q2 | 30/769 (3.9) | 0.768 (0.471, 1.253) | 0.901 (0.527, 1.541) |
Q3 | 25/815 (3.1) | 0.599 (0.358, 1.002) | 0.596 (0.342, 1.040) |
Q4 | 38/886 (4.3) | 0.848 (0.535, 1.344) | 0.787 (0.470, 1.317) |
HbA1c as a continuous variable | 131/3227 (4.1) | 0.782 (0.565, 1.081) | 0.757 (0.538, 1.065) |
Predictive value of fasting SHR, FPG and HbA1c for in-hospital mortality
Comparative incremental predictive value of different measures of hyperglycemia
C-Statistic (95% CI) | ΔC-statistic (95% CI) | P value | |
---|---|---|---|
Diabetic patients | |||
Established risk factors | 0.821 (0.778, 0.863) | Reference | |
Established risk factors + SHR | 0.862 (0.827, 0.897) | 0.042 (0.016, 0.067) |
0.002 |
Established risk factors + FPG | 0.858 (0.823, 0.894) | 0.038 (0.013, 0.063) |
0.003 |
Established risk factors + HbA1c | 0.823 (0.780, 0.865) | 0.002 (-0.004, 0.009) | 0.500 |
Nondiabetic patients | |||
Established risk factors | 0.856 (0.826, 0.885) | Reference | |
Established risk factors + SHR | 0.858 (0.829, 0.888) | 0.002 (0.001, 0.004) |
0.001 |
Established risk factors + FPG | 0.871 (0.841, 0.899) | 0.015 (0.006, 0.023) |
0.0008 |
Established risk factors + HbA1c | 0.855 (0.826, 0.885) | -0.001 (-0.004, 0.003) | 0.715 |