Background
Methods
Study Subjects
Laboratory Measurements
Study End-points
Follow-up
Definitions
Statistical Analysis
Results
Variable | Total n (%) | With MACE n (%) | Without MACE n (%) | P value |
---|---|---|---|---|
No | 1520 | 558 (36.7) | 962 (63.3) | |
Gender | ||||
Women | 413 (27.2) | 140 (25.1) | 273 (28.4) | 0.165 |
Men | 1107 (72.8) | 418 (74.9) | 689 (71.6) | 0.165 |
Education | ||||
Illiterate | 256 (16.8) | 120 (21.5) | 136 (14.1) | 0.002 |
Elementary school | 586 (38.6) | 228 (40.9) | 358 (37.2) | 0.240 |
Junior high school | 225 (14.8) | 77 (13.8) | 148 (15.4) | 0.497 |
High school | 336 (22.1) | 96 (17.2) | 240 (24.9) | 0.003 |
College | 119 (7.8) | 38 (6.8) | 81 (8.4) | 0.315 |
Marital status | ||||
Single | 54 (3.6) | 18 (3.2) | 36 (3.7) | 0.695 |
Married | 1222 (80.4) | 442 (79.2) | 780 (81.1) | 0.405 |
Divorced | 54 (3.6) | 18 (3.2) | 36 (3.7) | 0.695 |
Widow or widower | 187 (12.3) | 80 (14.3) | 107 (11.1) | 0.121 |
Mini nutritional assessment | ||||
Normal nutritional status | 1082 (71.2) | 326 (58.4) | 756 (78.6) | 0.001 |
At risk of malnutrition | 376 (24.7) | 184 (33.0) | 192 (20.0) | 0.025 |
Malnourished | 61 (4.0) | 48 (8.6) | 13 (1.4) | 0.009 |
Economic situation, dependent | 766 (50.4) | 336 (60.2) | 430 (44.7) | <0.0001 |
Smoking | 722 (47.5) | 267 (47.9) | 455 (47.3) | 0.809 |
Drinking | 463 (30.5) | 164 (29.4) | 299 (31.1) | 0.503 |
Regular exercise | 617 (40.6) | 219 (39.3) | 398 (41.4) | 0.488 |
Antihypertensive medication | 824 (54.2) | 312 (55.9) | 512 (53.2) | 0.310 |
Statin | 487 (32.0) | 201 (36.0) | 286 (29.7) | 0.011 |
Hypoglycemic medication | 223 (14.7) | 108 (19.4) | 115 (12.0) | <0.0001 |
Triple vessel disease | 435 (28.6) | 228 (40.9) | 207 (21.5) | <0.0001 |
Stents placed | 444 (29.2) | 198 (35.5) | 246 (25.6) | <0.0001 |
Anemia | 356 (23.4) | 155 (27.8) | 201 (20.9) | 0.003 |
Diabetes mellitus | 582 (38.3) | 260 (46.6) | 322 (33.5) | <0.0001 |
Hypertension | 1092 (71.8) | 435 (78.0) | 657 (68.3) | <0.0001 |
Hyperlipidemia | 949 (62.4) | 364 (65.2) | 585 (60.8) | 0.088 |
Cause of admission | ||||
Acute coronary syndrome | 654 (43.0) | 311 (55.7) | 343 (35.7) | <0.0001 |
Elective PCI | 866 (57.0) | 247 (44.3) | 619 (64.4) | <0.0001 |
Variable | Total | With MACE | Without MACE | P-value |
---|---|---|---|---|
No | 1520 | 558 | 962 | |
Age (years) | 68.9 ± 12.0 | 71.9 ± 11.7 | 67.2 ± 11.9 | <0.0001 |
Body mass index (kg/m2) | 25.7 ± 10.6 | 25.2 ± 4.4 | 26.0 ± 12.9 | 0.186 |
Waist circumference (cm) | 91.0 ± 10.4 | 91.9 ± 10.5 | 90.4 ± 10.2 | 0.021 |
Waist to hip ratio | 0.94 ± 0.11 | 0.95 ± 0.14 | 0.93 ± 0.08 | <0.0001 |
Systolic BP (mmHg) | 133 ± 22 | 133 ± 24 | 132 ± 21 | 0.298 |
Diastolic BP (mmHg) | 77 ± 14 | 75 ± 14 | 77 ± 13 | 0.008 |
HbA1C (%) | 7.0 ± 1.8 | 7.1 ± 1.9 | 6.9 ± 1.7 | 0.012 |
Fasting glucose (mg/dl) | 144.9 ± 77.0 | 159.5 ± 88.7 | 136.4 ± 68.0 | <0.0001 |
Total cholesterol (mg/dl) | 177.1 ± 45.5 | 174.9 ± 45.3 | 178.4 ± 45.5 | 0.156 |
Triglycerides (mg/dl) | 143.8 ± 105.2 | 138.1 ± 93.3 | 147.0 ± 111.2 | 0.116 |
HDL-cholesterol (mg/dl) | 40.2 ± 12.0 | 38.6 ± 11.9 | 41.0 ± 12.0 | 0.0002 |
LDL-cholesterol (mg/dl) | 103.7 ± 35.4 | 104.4 ± 37.1 | 103.2 ± 34.3 | 0.518 |
Creatinine (mg/dl) | 1.74 ± 1.83 | 2.0 ± 2.3 | 1.6 ± 1.5 | <0.0001 |
Uric acid (mg/dl) | 6.8 ± 2.7 | 7.0 ± 2.1 | 6.6 ± 3.0 | 0.017 |
eGFR (ml/min/1.73 m2) | 57.2 ± 23.1 | 51.4 ± 23.0 | 60.5 ± 22.6 | <0.0001 |
Hs-CRP (mg/L) | 12.2 ± 32.4 | 14.0 ± 36.8 | 11.0 ± 29.1 | 0.001 |
White blood cell (109/l) | 8.469 ± 3.877 | 8.795 ± 3.699 | 8.279 ± 3.967 | 0.012 |
Red blood cell (10 6/μl) | 4.54 ± 1.21 | 4.46 ± 0.94 | 4.58 ± 1.34 | 0.030 |
Hemoglobin (g/dl) | 13.2 ± 2.3 | 13.1 ± 2.6 | 13.3 ± 2.1 | 0.033 |
Hematocrit (%) | 39.5 ± 6.1 | 39.1 ± 6.3 | 39.8 ± 5.9 | 0.039 |
Mean corpuscular volume (fL) | 88.4 ± 7.7 | 88.6 ± 7.9 | 88.2 ± 7.6 | 0.320 |
MCH (pg/cell) | 29.8 ± 7.4 | 29.6 ± 3.0 | 30.0 ± 9.1 | 0.323 |
MCHC (g/dL) | 33.4 ± 1.3 | 33.3 ± 1.4 | 33.5 ± 1.2 | <0.0001 |
Malnutrition indicator score | 24.7 ± 3.5 | 23.9 ± 3.6 | 25.1 ± 3.3 | 0.010 |
Baseline Characteristics
Association of the Baseline Clinical and Biochemical Risk Factors for the Development of MACE
Acute coronary syndrome | Elective PCI | |||||||
---|---|---|---|---|---|---|---|---|
Baseline data | Univariate analysis HR (95% CI) | P value | Multivariate model HR (95% CI) | P value | Univariate analysis HR (95% CI) | P value | Multivariate model HR (95% CI) | P value |
Age | 1.02 (1.02–1.03) | <0.0001 | 1.03 (1.01–1.04) | <0.0001 | ||||
Gender | 1.10 (0.85–1.45) | 0.486 | 1.15 (0.88–1.54) | 0.317 | ||||
Education (illiterate) | 1.63 (1.19–2.18) | 0.002 | 1.25 (0.85–1.79) | 0.257 | ||||
Marital status (widow or widower) | 1.44 (1.02–1.98) | 0.040 | 0.90 (0.55–1.40) | 0.662 | ||||
Malnourished | 2.87 (0.86–7.21) | 0.082 | 4.00 (1.20–9.91) | 0.027 | ||||
Economic situation (dependent) | 1.52 (1.18–1.97) | 0.001 | 1.81 (1.34–2.45) | 0.0001 | ||||
Smoking | 1.11 (0.89–1.39) | 0.369 | 0.98 (0.76–1.26) | 0.857 | ||||
Drinking | 0.90 (0.68–1.17) | 0.414 | 0.97 (0.71–1.31) | 0.849 | ||||
Regular exercise | 0.85 (0.65–1.11) | 0.236 | 0.79 (0.57–1.07) | 0.127 | ||||
Antihypertensive medication | 0.98 (0.78–1.24) | 0.885 | 0.95 (0.73–1.22) | 0.661 | ||||
Statins | 0.87 (0.69–1.09) | 0.222 | 0.98 (0.74–1.29) | 0.909 | ||||
Hypoglycemic medication | 1.17 (0.89–1.53) | 0.262 | 1.43 (1.01–1.98) | 0.042 | ||||
Triple vessel disease | 1.67 (1.33–2.10) | <0.0001 | 3.66 (1.38–9.97) | 0.009 | 2.27 (1.75–2.93) | <0.0001 | 3.12 (1.43–6.82) | 0.005 |
Stent implantation | 1.50 (1.18–1.90) | 0.001 | 3.61 (1.47–9.05) | 0.005 | 1.47 (1.12–1.91) | 0.005 | 4.10 (2.09–8.13) | 0.0001 |
Anemia | 1.42 (1.10–1.81) | 0.007 | 1.47 (1.09–1.95) | 0.011 | ||||
Diabetes mellitus | 1.78 (1.42–2.23) | <0.0001 | 1.35 (1.04–1.74) | 0.024 | ||||
Hypertension | 1.27 (0.97–1.67) | 0.079 | 1.73 (1.06–2.21) | 0.020 | 1.50 (1.11–2.07) | 0.008 | 1.07 (1.02–2.37) | 0.014 |
Hyperlipidemia | 0.99 (0.78-1.28) | 0.960 | 1.03 (0.79-1.34) | 0.839 |
Acute coronary syndrome | Elective PCI | |||||||
---|---|---|---|---|---|---|---|---|
Baseline data | Univariate analysis HR (95% CI) | P value | Multivariate model HR (95% CI) | P-value | Univariate analysis HR (95% CI) | P value | Multivariate model HR (95% CI) | P value |
Body mass index | 0.98 (0.95–1.01) | 0.135 | 0.99 (0.97–1.03) | 0.942 | ||||
Waist circumference | 1.01 (0.99–1.02) | 0.131 | 1.01 (0.99–1.02) | 0.172 | ||||
Waist to hip ratio | 3.45 (1.30–7.40) | 0.016 | 3.56 (1.29–7.03) | 0.019 | ||||
Systolic BP | 0.99 (0.99–1.00) | 0.701 | 1.01 (0.99–1.01) | 0.146 | ||||
Diastolic BP | 0.24 (0.07–0.90) | 0.034 | 0.15 (0.02–0.97) | 0.046 | ||||
HbA1C | 1.06 (0.99–1.11) | 0.063 | 1.06 (0.99–1.16) | 0.192 | ||||
Fasting glucose | 3.98 (2.24–6.98) | <0.0001 | 3.82 (1.85–7.66) | 0.0004 | ||||
Total cholesterol | 0.43 (0.24–0.91) | 0.030 | 1.04 (0.30–3.61) | 0.946 | ||||
Triglyceride | 0.99 (0.99–1.00) | 0.121 | 0.99 (0.99–1.00) | 0.154 | ||||
HDL-cholesterol | 0.29 (0.11–0.77) | 0.014 | 0.30 (0.11–0.83) | 0.021 | ||||
LDL-cholesterol | 1.00 (0.99–1.00) | 0.447 | 1.00 (0.99–1.01) | 0.221 | ||||
Uric acid | 1.00 (0.96–1.03) | 0.981 | 1.17 (1.09–1.26) | <0.0001 | 1.14 (1.01–1.28) | 0.041 | ||
Creatinine | 1.10 (1.03–1.16) | 0.005 | 1.09 (1.05–1.13) | 0.0004 | ||||
eGFR | 0.46 (0.32–0.66) | 0.0001 | 0.20 (0.05–0.86) | 0.031 | 0.32 (0.23–0.48) | <0.0001 | ||
Hs–CRP | 1.00 (0.99–1.01) | 0.713 | 1.01 (1.00–1.01) | 0.013 | ||||
White blood cell | 1.02 (0.99–1.05) | 0.148 | 1.01 (0.97–1.05) | 0.653 | ||||
Red blood cell | 0.84 (0.73–0.97) | 0.017 | 0.88 (0.73–1.04) | 0.158 | ||||
Hemoglobin | 0.93 (0.89–0.98) | 0.004 | 0.95 (0.89–1.02) | 0.143 | ||||
Hematocrit | 0.98 (0.96–0.99) | 0.003 | 0.98 (0.95–1.00) | 0.073 | ||||
MCV | 1.00 (0.98–1.01) | 0.656 | 1.02 (1.00–1.04) | 0.047 | ||||
MCH | 0.97 (0.94–1.01) | 0.099 | 1.00 (0.97–1.01) | 0.687 | ||||
MCHC | 0.91 (0.84–0.99) | 0.029 | 0.89 (0.81–0.98) | 0.016 |
AUC analysis
Basic characteristics and biochemical data of the study participants with and without stent implantation
Variable | With stent implantation | Without stent implantation | P-value |
---|---|---|---|
No | 458 | 1062 | |
Age (years) | 67.2 ± 11.1 | 69.5 ± 12.3 | 0.001 |
Gender (male) | 352(76.9) | 751(70.7) | 0.004 |
Education (illiterate) | 62(13.5) | 194(18.3) | 0.053 |
Marital status (widow or widower) | 41(9.0) | 145(13.7) | 0.028 |
Malnourished | 11(2.4) | 49(4.6) | 0.406 |
Economic situation (dependent) | 215(46.9) | 552(52.0) | 0.128 |
Smoking | 235(51.3) | 490(46.1) | 0.077 |
Triple vessel disease | 174(38.0) | 254(23.9) | <0.0001 |
Anemia | 103(22.5) | 249(23.5) | 0.661 |
Diabetes mellitus | 188(41.1) | 396(37.3) | 0.168 |
Hypertension | 341(74.5) | 750(70.6) | 0.137 |
Hyperlipidemia | 335(73.1) | 613(57.7) | <0.0001 |
Body mass index (kg/m2) | 26.7 ± 18.5 | 25.3 ± 4.4 | 0.017 |
Systolic BP (mmHg) | 133 ± 21 | 132 ± 22 | 0.864 |
Diastolic BP (mmHg) | 77 ± 13 | 76 ± 14 | 0.242 |
HbA1C (%) | 7.1 ± 1.7 | 6.9 ± 1.8 | 0.048 |
Fasting glucose (mg/dl) | 146.0 ± 75.5 | 144.3 ± 77.6 | 0.700 |
Total cholesterol (mg/dl) | 180.7 ± 46.6 | 175.4 ± 44.7 | 0.039 |
Triglycerides (mg/dl) | 148.6 ± 108.1 | 141.3 ± 103.0 | 0.220 |
HDL-cholesterol (mg/dl) | 39.4 ± 12.7 | 40.5 ± 11.8 | 0.110 |
LDL-cholesterol (mg/dl) | 106.7 ± 37.8 | 102.1 ± 34.0 | 0.023 |
Creatinine (mg/dl) | 1.9 ± 2.4 | 1.7 ± 1.5 | 0.090 |
Uric acid (mg/dl) | 6.9 ± 3.7 | 6.8 ± 2.2 | 0.622 |
eGFR (ml/min/1.73 m2) | 57.8 ± 22.7 | 57.3 ± 23.2 | 0.686 |
Hs-CRP (mg/L) | 13.6 ± 35.5 | 9.0 ± 24.2 | 0.044 |
White blood cell (109/l) | 8.652 ± 4.151 | 8.010 ± 3.128 | 0.004 |
Red blood cell (10 6/μl) | 4.54 ± 0.85 | 4.54 ± 1.33 | 0.952 |
Hemoglobin (g/dl) | 13.3 ± 2.1 | 13.2 ± 2.3 | 0.482 |
Hematocrit (%) | 39.7 ± 5.6 | 39.5 ± 6.2 | 0.720 |