Abstract
Background
This study aimed to assess whether the plasminogen activator inhibitor‐1/tissue plasminogen activator (PAI‐1/tPA) ratio as a prothrombotic state is useful for optimizing cardiac treatment strategy.
Methods and Results
Using BARI 2D (Bypass Angioplasty Revascularization Investigation 2 Diabetes) trial data, we used a Cox proportional hazard model to calculate hazard ratios with 95% CIs for cardiac events in patients receiving early revascularization (percutaneous coronary intervention or coronary artery bypass grafting) or medical therapy, separately in patients with low (n=1276) and high (n=894) PAI‐1/tPA ratios. The primary outcome was major cardiac events, which was a composite end point including cardiac death and nonfatal myocardial infarction. The mean±SD follow‐up period was 4.1±1.7 years. The risk of major cardiac events in patients with high PAI‐1/tPA ratio was significantly higher when receiving percutaneous coronary intervention (hazard ratio, 1.84; 95% CI, 1.16–2.93; P=0.01) than when receiving medical therapy, whereas that in patients with low PAI‐1/tPA ratio did not differ significantly between the groups (hazard ratio, 0.95; 95% CI, 0.66–1.36; P=0.77); the interaction between the cardiac treatment strategy and PAI‐1/tPA ratio was significant (P=0.02). However, regardless of the PAI‐1/tPA ratio, major cardiac event risk seemed to be lower in patients receiving coronary artery bypass grafting than in those receiving medical therapy.
Conclusions
In patients with type 2 diabetes mellitus and coronary artery disease, this study demonstrated that those with high PAI‐1/tPA ratio were at higher risks of major cardiac events when treated with percutaneous coronary intervention than when treated with intensive medical therapy.
Keywords: coronary artery bypass graft surgery, coronary artery disease, diabetes mellitus, percutaneous coronary intervention, plasminogen activator inhibitor‐1, tissue plasminogen activator, type 2 diabetes mellitus
Subject Categories: Percutaneous Coronary Intervention; Cardiovascular Surgery; Diabetes, Type 2; Chronic Ischemic Heart Disease; Coronary Artery Disease
Clinical Perspective
What Is New?
In patients with type 2 diabetes mellitus and coronary artery disease, those with high plasminogen activator inhibitor‐1/tissue plasminogen activator ratio were at higher risks of major cardiac events, major adverse cardiovascular event, and myocardial infarction when treated with percutaneous coronary intervention than when treated with intensive medical therapy.
In contrast, patients with type 2 diabetes mellitus and coronary artery disease receiving coronary artery bypass grafting tended to have lower risks than those receiving intensive medical therapy, regardless of the plasminogen activator inhibitor‐1/tissue plasminogen activator ratio.
What Are the Clinical Implications?
The plasminogen activator inhibitor‐1/tissue plasminogen activator ratio as a prothrombotic state may be useful for optimizing cardiac treatment strategy.
Further studies are required to assess whether additional cardiac treatment beyond intensive medical therapy is beneficial in patients with type 2 diabetes mellitus and stable coronary artery disease.
Introduction
The number of patients with type 2 diabetes mellitus is increasing worldwide.1, 2 Glycemic control alone may not prevent major cardiovascular events in such patients,3, 4, 5 and some experience coronary artery disease (CAD) despite good glycemic control. However, the optimal treatment strategy for patients with type 2 diabetes mellitus and CAD remains unknown. The BARI 2D (Bypass Angioplasty Revascularization Investigation 2 Diabetes) trial indicated that the risk of cardiovascular events in patients with type 2 diabetes mellitus and CAD did not differ significantly between those patients receiving early revascularization and those receiving only intensive medical therapy.6 However, detailed analyses revealed that the risk of a composite cardiac outcome, including cardiac death and myocardial infarction, was significantly higher in patients receiving percutaneous coronary intervention (PCI) than in those receiving intensive medical therapy.7 A recent study reported that patients with diabetes mellitus are still at higher risks of adverse events after PCI than those without diabetes mellitus.8
Because hypercoagulability is common in patients with diabetes mellitus,9, 10 further consideration of imbalance of plasminogen activator inhibitor‐1 (PAI‐1) to tissue plasminogen activator (tPA) as a prothrombotic state may be useful for selecting the optimal cardiac treatment strategy in patients with diabetes mellitus and CAD. Therefore, we aimed to evaluate the association between the cardiac treatment strategy and risk of cardiac events in patients with type 2 diabetes mellitus and CAD on the basis of the PAI‐1/tPA ratio.
Methods
The anonymized data from the BARI 2D trial have been made publicly available at the National Heart, Lung, and Blood Institute and can be accessed.11
Study Design and Participants
We analyzed the BARI 2D trial data, which included 2368 patients with type 2 diabetes mellitus and CAD, recruited from 49 clinical sites in the United States, Canada, Mexico, Brazil, Austria, and the Czech Republic, who were followed up from January 1, 2001, to March 31, 2005. The BARI 2D trial protocol, design, and participant characteristics have been reported previously.6, 12, 13, 14, 15 The BARI 2D trial was a multicenter, international, randomized clinical trial using patients with type 2 diabetes mellitus and CAD. Using a 2×2 factorial design, the participants were randomly assigned to 1 of 2 treatment strategy groups: (1) early revascularization combined with intensive medical therapy versus intensive medical therapy alone, and (2) providing more endogenous or exogenous insulin versus reducing insulin resistance, with a target glycated hemoglobin level <7.0%. Randomization was stratified according to the optimal revascularization method (PCI or coronary artery bypass grafting [CABG]), which was determined a priori by the attending physician.6, 12, 13, 14, 15 The inclusion criteria for patients were as follows: (1) aged ≥25 years and (2) a diagnosis of type 2 diabetes mellitus and CAD. Type 2 diabetes mellitus was diagnosed on the basis of patient records and either the need for treatment with oral hypoglycemic drugs or insulin or elevated levels of fasting plasma glucose (≥126 mg/dL [≥7.0 mmoL/L]). CAD was diagnosed on the basis of angiography records, using criteria of ≥50% stenosis of a major epicardial coronary artery associated with a positive stress test result or ≥70% stenosis of a major epicardial coronary artery and classic angina. Patients were excluded if they had undergone revascularization within 12 months of their inclusion to this study, required immediate coronary revascularization, had congestive heart failure of functional class III or IV (New York Heart Association), had serum creatinine levels >2 mg/dL, had hepatic disease, had stenosis ≥50% of the left main coronary artery, or had glycated hemoglobin >13.0%. Studies have recommended revascularization rather than medical therapy for patients with stenosis ≥50% of the left main coronary artery.16, 17 After randomization, all patients underwent intensive treatment to manage hypertension (blood pressure <130/80 mm Hg) and dyslipidemia (low‐density lipoprotein cholesterol level <100 mg/dL). In addition, all patients received advice about weight loss, physical exercise, and smoking cessation. Because data from patients aged ≥80 years were trimmed in the BARI 2D trial data, they were excluded from the present analyses (n=38). Furthermore, patients without PAI‐1 or tPA data were excluded (n=160); the final sample comprised 2170 individuals. Participants provided written informed consent before enrollment in the BARI 2D trial. The present study was approved by the institutional review board of the National Center for Global Health and Medicine. The National Heart, Lung, and Blood Institute approved our use of the BARI 2D trial data.
PAI‐1 and tPA
PAI‐1 activity (AU/mL) and tPA antigen (ng/mL) in the blood samples were measured at baseline.18 Baseline tPA activity is undetectable and was not measured.18 The BARI 2D Fibrinolysis and Coagulation Systems Core Laboratory at the University of Vermont provided kits for both proteins to all clinical sites. The site personnel were carefully trained to perform the venipuncture technique by the core personnel to minimize both trauma to patients and sample variability. The tPA antigen levels were determined with commercially available enzyme‐linked immunoassay kits (Trinity Biotech PLC, Bray, Wicklow, Ireland).19 The PAI‐1 activity was assessed using a modified chromogenic substrate enzymatic assay developed by Chmielewska and Wiman, as previously described.19, 20 Detailed information about biomarker assays has been previously reported.18
Outcome Measurements
Detailed analyses of the BARI 2D trial outcomes were reported previously.6, 7 An independent Mortality and Morbidity Classification Committee performed the adjudication and classification of the end point data. Patients were evaluated monthly during the first 6 months and every 3 months thereafter, up to a maximum of 6 years (until November 30, 2008). The primary outcome was major cardiac events, which was a composite end point including cardiac death and nonfatal myocardial infarction. Cardiac death included death from cardiogenic shock, congestive heart failure, myocardial infarction, and sudden cardiac death within 60 minutes of the onset of cardiac symptoms. It also included death within 30 days or within the same hospitalization for a cardiac procedure such as diagnostic angiography, PCI, or CABG. Myocardial infarction included spontaneous, silent, and procedure‐related events.6, 7 Spontaneous myocardial infarction was diagnosed on the basis of doubled cardiac biomarkers (eg, creatine kinase MB or troponin) and evidence of ischemia evaluated from symptoms, electrocardiography, or imaging.6, 7 Silent myocardial infarction was diagnosed on the basis of a 2‐grade Q‐wave change on routine electrocardiography, according to the Minnesota code.6, 7 The secondary outcomes included major adverse cardiovascular events (MACEs), myocardial infarction, stroke, all‐cause death, and cardiac death. MACE was a composite end point that included cardiovascular death, myocardial infarction, and stroke.
Statistical Analysis
Demographic data are presented as means±SDs or proportions. Continuous variables were compared using the t test, and categorical variables were compared using the χ2 test or Fisher's exact test. Patients were divided into 2 groups (low and high ratio), according to a cutoff PAI‐1/tPA ratio of 2 (low ratio, <2; high ratio, ≥2), which approximated the overall mean value. For a sensitivity analysis, we divided patients equally into tertile groups according to their PAI‐1/tPA ratio levels (low ratio, <1.33; middle ratio, 1.33–2.20; and high ratio, ≥2.21) to assess the association between the PAI‐1/tPA ratio and the risk of major cardiac events. Kaplan‐Meier survival curves for primary and secondary outcomes were constructed, and the event rates were calculated in patients grouped by whether they received early revascularization or intensive medical therapy. Using the randomized design of the BARI 2D trial, a Cox proportional hazard model was used to calculate hazard ratios (HRs) for primary and secondary outcomes with 95% CIs. A comparison between the early revascularization and medical therapy cohorts was performed separately for patients with low and high PAI‐1/tPA ratios. These analyses were primarily performed to assess the HRs for primary or secondary outcomes after PCI and CABG relative to those in the medical therapy group. The interaction between the cardiac treatment strategy and PAI‐1/tPA ratio was also assessed. To confirm the results, we performed further analyses to assess the risk of major cardiac events in the early revascularization (PCI or CABG) group relative to the medical therapy group, according to PAI‐1 activity and tPA antigen levels. The PAI‐1 activity levels were divided into 2 categories according to a cutoff PAI‐1 activity level of 20 AU/mL; tPA antigen levels were divided similarly according to a cutoff tPA antigen level of 10 ng/mL. Cutoff levels approximated the overall mean values. We tested the proportional hazards assumption using scaled Schoenfeld residual methods and graphical tests.21 The proportional hazards assumption was met for almost all analyses. Because large differences in the cardiac outcomes were noted within 1 year between the PCI and medical therapy groups in patients with high PAI‐1/tPA ratio, the assumption may be potentially violated. Considering the periprocedural complications of PCI, such as stent thrombosis, perforation, and distal embolization,22 the risk in patients with high PAI‐1/tPA ratio was assessed by comparing the incidence of cardiac events within 1 year and after 1 year of the follow‐up in the PCI groups with the medical therapy group.
In addition, we performed a Cox proportional hazard analysis to assess the association between the PAI‐1/tPA ratio and subsequent cardiovascular events in patients with type 2 diabetes mellitus and CAD.
P<0.05 was considered statistically significant. All statistical analyses were performed using Stata software, version 14.1 (Stata Corp, College Station, TX).
Results
Characteristics of the Study Participants
The baseline characteristics of the patient group with the low (n=1276) and high (n=894) PAI‐1/tPA ratios are presented in Table 1. The mean±SD ages of patients with the low and high PAI‐1/tPA ratios were 62.8±8.4 and 60.1±8.5 years, and the proportions of women were 28.4% and 32.6%, respectively. The baseline characteristics of each condition were not significantly different between the early revascularization and medical therapy groups. Similar results were observed in the PCI and CABG strata.
Table 1.
Baseline Characteristics of Patients With Low and High Ratios of PAI‐1/tPA
| Characteristics | Low PAI‐1/tPA Ratio | High PAI‐1/tPA Ratio | ||||
|---|---|---|---|---|---|---|
| Medical Therapy | Revascularization | P Value | Medical Therapy | Revascularization | P Value | |
| (N=665) | (N=611) | (N=429) | (N=465) | |||
| Age, y | 62.9±8.5 | 62.7±8.2 | 0.71 | 60.0±8.5 | 60.3±8.5 | 0.53 |
| Female sex, % | 29.0 | 27.7 | 0.59 | 31.5 | 33.6 | 0.50 |
| Race and ethnicity (white), % | 71.1 | 67.6 | 0.17 | 77.4 | 78.5 | 0.69 |
| Smoking status, % | ||||||
| Never | 33.7 | 34.1 | 0.87 | 29.2 | 35.1 | 0.06 |
| Former | 55.7 | 53.8 | 0.48 | 56.6 | 51.5 | 0.12 |
| Current | 10.6 | 12.1 | 0.38 | 14.2 | 13.4 | 0.71 |
| Education level, % | ||||||
| Less than high school | 36.5 | 39.6 | 0.25 | 33.6 | 31.0 | 0.41 |
| High school | 23.6 | 20.2 | 0.14 | 21.0 | 25.2 | 0.13 |
| More than high school | 39.9 | 40.2 | 0.91 | 45.4 | 43.8 | 0.62 |
| Physical activity, % | ||||||
| Sedentary | 18.8 | 19.1 | 0.89 | 23.5 | 21.5 | 0.46 |
| Mild | 40.0 | 42.7 | 0.31 | 42.7 | 43.4 | 0.82 |
| Moderate/strenuous | 41.2 | 38.1 | 0.26 | 33.8 | 35.1 | 0.67 |
| Body mass index, kg/m2 a | 31.2±5.7 | 31.0±5.7 | 0.48 | 33.4±5.6 | 32.8±6.0 | 0.13 |
| Duration of diabetes mellitus ≥5 y, % | 71.6 | 69.5 | 0.41 | 62.5 | 61.2 | 0.69 |
| Hypertension, % | 82.4 | 82.5 | 0.96 | 83.9 | 84.0 | 0.98 |
| Hypercholesterolemia, % | 82.5 | 82.2 | 0.88 | 82.0 | 86.3 | 0.08 |
| History of MI, % | 32.1 | 31.6 | 0.87 | 30.0 | 29.1 | 0.84 |
| History of stroke/TIA, % | 11.5 | 10.7 | 0.62 | 9.1 | 8.2 | 0.63 |
| History of chronic heart failure, % | 6.5 | 8.7 | 0.14 | 6.1 | 5.2 | 0.54 |
| Medications, % | ||||||
| ACE‐I/ARB | 80.2 | 76.7 | 0.12 | 79.5 | 76.1 | 0.22 |
| Calcium channel blocker | 31.4 | 29.1 | 0.38 | 35.9 | 32.4 | 0.27 |
| β Blockers | 75.4 | 72.8 | 0.30 | 70.2 | 75.2 | 0.09 |
| Diuretics | 40.5 | 41.9 | 0.60 | 37.5 | 38.4 | 0.79 |
| Statin | 76.4 | 75.1 | 0.58 | 75.5 | 76.2 | 0.80 |
| Aspirin | 89.3 | 86.1 | 0.08 | 89.2 | 89.2 | 0.99 |
| Biguanides | 52.8 | 49.4 | 0.23 | 60.4 | 61.1 | 0.81 |
| Sulfonylureas | 54.0 | 51.4 | 0.35 | 53.2 | 52.7 | 0.89 |
| Insulin | 32.0 | 30.3 | 0.51 | 25.4 | 25.2 | 0.94 |
| Glycated hemoglobin, % | 7.6±1.6 | 7.7±1.6 | 0.60 | 7.7±1.5 | 7.6±1.6 | 0.21 |
| Estimated GFR, mL/min per 1.73 m2 | 70.2±20.8 | 71.7±36.8 | 0.33 | 75.0±21.8 | 73.5±20.9 | 0.28 |
| Glycemic treatment assignment | ||||||
| Insulin providing, % | 49.6 | 51.9 | 0.42 | 49.2 | 48.0 | 0.71 |
Data are presented as percentage of participants or mean±SD. ACE‐I indicates angiotensin‐converting enzyme inhibitor; ARB, angiotensin II receptor blocker; GFR, glomerular filtration rate; MI, myocardial infarction; PAI‐1/tPA, plasminogen activator inhibitor‐1/tissue plasminogen activator; TIA, transient ischemic attack.
Body mass index was calculated as weight in kilograms divided by the square of height in meters.
Primary and Secondary Outcomes
The overall mean±SD follow‐up period was 4.1±1.7 years: 4.0±1.8 and 4.1±1.7 years for patients with low and high PAI‐1/tPA ratios, respectively. The Kaplan‐Meier survival curves for major cardiac events in patients with low and high PAI‐1/tPA ratios are shown in Figure 1. The risk of major cardiac events in patients with low or high PAI‐1/tPA ratios did not differ significantly between the early revascularization and medical therapy groups (HR in the early revascularization group compared with the medical therapy group in patients with low PAI‐1/tPA ratio: 0.83; 95% CI, 0.63–1.10; P=0.19 [Figure 1A]; and HR in those with high PAI‐1/tPA ratio: 1.30; 95% CI, 0.90–1.88; P=0.16 [Figure 1B]). In the PCI stratum, the risk of major cardiac events in patients with low PAI‐1/tPA ratio did not differ between patients receiving PCI and those receiving medical therapy (HR, 0.95; 95% CI, 0.66–1.36; P=0.77; Figure 1C); however, in patients with high PAI‐1/tPA ratio, the risk was significantly higher in the PCI group than in the medical therapy group (HR, 1.84; 95% CI, 1.16–2.93; P=0.01; Figure 1D). A significant interaction was observed between the cardiac treatment strategy (PCI or medical therapy) and the PAI‐1/tPA ratio (P value for interaction=0.02). The incidence of major cardiac events within 1 year of follow‐up in patients with high PAI‐1/tPA ratio was significantly higher in the PCI group than in the medical therapy group (10.1% versus 3.2%, respectively [P=0.001]), whereas the risk after 1 year of follow‐up did not significantly differ between the 2 groups (HR, 1.22; 95% CI, 0.66–2.26; P=0.53). Conversely, in the CABG stratum, although there was no significant difference, risk of major cardiac events in both patients with low and high PAI‐1/tPA ratios was lower in the CABG group than in the medical therapy group (HR in those with low PAI‐1/tPA ratio: 0.66; 95% CI, 0.42–1.05; P=0.08 [Figure 1E]; and HR in those with high PAI‐1/tPA ratio: 0.62; 95% CI, 0.32–1.22; P=0.16 [Figure 1F]). No significant interaction was observed between the cardiac treatment strategy (CABG or medical therapy) and the PAI‐1/tPA ratio (P value for interaction=0.87).
Figure 1.
Kaplan‐Meier survival curves for major cardiac events in patients with low and with high plasminogen activator inhibitor‐1/tissue plasminogen activator (PAI‐1/tPA) ratio. Rates of freedom from major cardiac events: early revascularization vs medical therapy (A and B), percutaneous coronary intervention (PCI) vs medical therapy (C and D), and coronary artery bypass grafting (CABG) vs medical therapy (E and F). Major cardiac events include cardiac death and nonfatal myocardial infarction.
Figure 2 and Figure S1 show the Kaplan‐Meier survival curves for MACE, myocardial infarction, and stroke in the PCI and CABG strata, respectively. The event rates and HRs for cardiovascular events and death in the PCI and CABG strata are shown in Table 2. In the PCI stratum, the risk of MACE in patients with low PAI‐1/tPA ratio did not differ significantly between the PCI and medical therapy groups (HR, 1.06; 95% CI, 0.77–1.47; P=0.72; Figure 2A). However, in patients with high PAI‐1/tPA ratio, the risk of MACE was significantly higher in the PCI group than in the medical therapy group (HR, 1.77; 95% CI, 1.14–2.76; P=0.01; Figure 2B). Similarly, the risk of myocardial infarction in patients with low PAI‐1/tPA ratio did not differ significantly between the 2 groups (HR, 0.76; 95% CI, 0.50–1.15; P=0.55; Figure 2C), whereas that in patients with high PAI‐1/tPA ratio was significantly higher in the PCI group than in the medical therapy group (HR, 1.87; 95% CI, 1.13–3.09; P=0.01; Figure 2D). There was a significant interaction between the cardiac treatment strategy (PCI or medical therapy) and the PAI‐1/tPA ratio (P value for interaction=0.006). The incidence of MACE within 1 year of follow‐up in patients with high PAI‐1/tPA ratio was significantly higher in the PCI group than in the medical therapy group (10.4% versus 3.9%, respectively [P=0.003]), whereas the risk after 1 year of follow‐up was not significantly different between the 2 groups (HR, 1.19; 95% CI, 0.66–2.15; P=0.56). Similar findings were observed in the analysis for myocardial infarction. The risk of stroke was not significantly different between the PCI and medical therapy groups regardless of the PAI‐1/tPA ratio (Figure 2E and 2F).
Figure 2.
Cardiovascular events in patients receiving percutaneous coronary intervention (PCI) or intensive medical therapy, according to low and high plasminogen activator inhibitor‐1/tissue plasminogen activator (PAI‐1/tPA) ratio. Rates of freedom from major adverse cardiovascular events (MACEs; A and B), myocardial infarction (MI; C and D), and stroke (E and F). MACE includes cardiovascular death, nonfatal myocardial infarction, and nonfatal stroke.
Table 2.
Cardiac Events and Mortality in Patients With and Without History of Myocardial Infarction
| Variable | Low PAI‐1/tPA Ratio | High PAI‐1/tPA Ratio | ||||
|---|---|---|---|---|---|---|
| Medical Therapy | PCI | P Value | Medical Therapy | PCI | P Value | |
| (N=450) | (N=397) | (N=300) | (N=337) | |||
| Event | ||||||
| Major cardiac events | ||||||
| No. of patients | 65 | 54 | 27 | 53 | ||
| Event rate (per 1000 person‐years) | 35.3 | 33.6 | 21.1 | 39.2 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.95 (0.66–1.36) | 0.77 | 1.00 (Reference) | 1.84 (1.16–2.93) | 0.01 |
| Major adverse cardiovascular events | ||||||
| No. of patients | 76 | 70 | 30 | 57 | ||
| Event rate (per 1000 person‐years) | 41.8 | 44.6 | 23.6 | 42.2 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 1.06 (0.77–1.47) | 0.72 | 1.00 (Reference) | 1.77 (1.14–2.76) | 0.01 |
| Myocardial infarction | ||||||
| No. of patients | 57 | 38 | 23 | 46 | ||
| Event rate (per 1000 person‐years) | 30.9 | 23.6 | 17.9 | 34.0 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.76 (0.50–1.15) | 0.55 | 1.00 (Reference) | 1.87 (1.13–3.09) | 0.01 |
| Stroke | ||||||
| No. of patients | 15 | 16 | 5 | 6 | ||
| Event rate (per 1000 person‐years) | 7.7 | 9.7 | 3.8 | 4.0 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 1.25 (0.62–2.53) | 0.53 | 1.00 (Reference) | 1.06 (0.32–3.49) | 0.91 |
| All‐cause death | ||||||
| No. of patients | 57 | 47 | 26 | 32 | ||
| Event rate (per 1000 person‐years) | 25.6 | 24.8 | 17.7 | 19.4 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.97 (0.66–1.43) | 0.88 | 1.00 (Reference) | 1.10 (0.65–1.84) | 0.72 |
| Cardiac death | ||||||
| No. of patients | 19 | 20 | 10 | 14 | ||
| Event rate (per 1000 person‐years) | 8.5 | 10.6 | 6.8 | 8.5 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 1.23 (0.65–2.30) | 0.52 | 1.00 (Reference) | 1.25 (0.55–2.81) | 0.59 |
| Medical Therapy | CABG | P Value | Medical Therapy | CABG | P Value | |
|---|---|---|---|---|---|---|
| (N=215) | (N=214) | (N=129) | (N=128) | |||
| Event | ||||||
| Major cardiac events | ||||||
| No. of patients | 47 | 31 | 22 | 14 | ||
| Event rate (per 1000 person‐years) | 56.8 | 36.8 | 43.2 | 26.5 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.66 (0.42–1.05) | 0.08 | 1.00 (Reference) | 0.62 (0.32–1.22) | 0.16 |
| Major adverse cardiovascular events | ||||||
| No. of patients | 54 | 34 | 25 | 17 | ||
| Event rate (per 1000 person‐years) | 66.0 | 40.8 | 49.7 | 32.5 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.64 (0.41–0.98) | 0.03 | 1.00 (Reference) | 0.66 (0.36–1.23) | 0.19 |
| Myocardial infarction | ||||||
| No. of patients | 40 | 18 | 15 | 11 | ||
| Event rate (per 1000 person‐years) | 51.4 | 16.9 | 29.4 | 20.8 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.46 (0.26–0.80) | 0.006 | 1.00 (Reference) | 0.72 (0.33–1.56) | 0.40 |
| Stroke | ||||||
| No. of patients | 7 | 3 | 4 | 3 | ||
| Event rate (per 1000 person‐years) | 7.6 | 3.4 | 7.5 | 5.5 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 0.45 (0.11–1.76) | 0.25 | 1.00 (Reference) | 0.75 (0.17–3.37) | 0.71 |
| All‐cause death | ||||||
| No. of patients | 33 | 32 | 21 | 11 | ||
| Event rate (per 1000 person‐years) | 32.2 | 32.5 | 35.3 | 18.3 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 1.01 (0.62–1.64) | 0.96 | 1.00 (Reference) | 0.51 (0.25–1.06) | 0.07 |
| Cardiac death | ||||||
| No. of patients | 15 | 17 | 13 | 6 | ||
| Event rate (per 1000 person‐years) | 14.6 | 17.3 | 21.9 | 10.0 | ||
| Hazard ratio (95% CI) | 1.00 (Reference) | 1.18 (0.59–2.36) | 0.64 | 1.00 (Reference) | 0.45 (0.17–1.19) | 0.11 |
CABG indicates coronary artery bypass grafting; PAI‐1/tPA, plasminogen activator inhibitor‐1/tissue plasminogen activator; PCI, percutaneous coronary intervention.
In the CABG stratum, the risks of both MACE and myocardial infarction in patients with low PAI‐1/tPA ratio were significantly lower in the CABG group than in the medical therapy group (HR for MACE: 0.64; 95% CI, 0.41–0.98; P=0.03; Figure S1A; HR for myocardial infarction: 0.46; 95% CI, 0.26–0.80; P=0.006; Figure S1C). However, there were no significant differences in the risks of MACE and myocardial infarction in patients with high PAI‐1/tPA ratio (HR for MACE: 0.66; 95% CI, 0.36–1.23; P=0.19; Figure S1B; HR for myocardial infarction: 0.72; 95% CI, 0.72–1.56; P=0.40; Figure S1D). For MACE and myocardial infarction, no significant interaction was observed between the cardiac treatment strategy (CABG or medical therapy) and the PAI‐1/tPA ratio (P values for interaction=0.90 and 0.34, respectively). There were no significant differences in the risks of stroke between the CABG and medical therapy groups, regardless of the PAI‐1/tPA ratio (Figure S1E and S1F).
Sensitivity analyses using tertile groups according to the PAI‐1/tPA ratio levels found that the risk of major cardiac events was significantly higher in the PCI group than in the medical therapy group only in the patients with a high ratio (HR, 2.05; 95% CI, 1.20–3.49; P=0.008; Figure S2).
Major Cardiac Events According to PAI‐1 Activity and tPA Antigen Levels
The Kaplan‐Meier survival curves for major cardiac events in the revascularization and medical therapy groups are shown in Figures S3 and S4, respectively. The risks of major cardiac events were not significantly different between the revascularization and medical therapy groups, regardless of PAI‐1 activity level (Figure S3A and S3B). In the PCI stratum, the risk of major cardiac events in patients with low PAI‐1 activity levels was not significantly different between the PCI and medical therapy groups (HR, 1.04; 95% CI, 0.73–1.48; P=0.83; Figure S3C), whereas the risk in patients with high PAI‐1 activity levels was significantly higher in the PCI group than in the medical therapy group (HR, 1.66; 95% CI, 1.04–2.65; P=0.03; Figure S3D). In the CABG stratum, the risk of major cardiac events in patients with low PAI‐1 activity levels was significantly lower than that in the medical therapy group (HR, 0.63; 95% CI, 0.39–0.99; P=0.04; Figure S3E), but not significantly different in patients with high PAI‐1 activity levels (HR, 0.71; 95% CI, 0.37–1.36; P=0.30; Figure S3F). The risks of major cardiac events were not significantly different between the revascularization and medical therapy groups, regardless of tPA antigen level (Figure S4).
To assess the impact of PAI‐1 activity and tPA antigen levels on major cardiac events, we subdivided patients into 4 categories, as follows: (1) high PAI‐1 activity and high tPA antigen levels, (2) high PAI‐1 activity and low tPA antigen levels, (3) low PAI‐1 activity and high tPA antigen levels, and (4) low PAI‐1 activity and low tPA antigen levels. As shown in Figure 3, only patients in category 2 had a significant difference in the risk of major cardiac events; risk was significantly higher in the PCI group than in the medical therapy group (HR, 6.28; 95% CI, 1.44–27.5; P=0.01; Figure 3B).
Figure 3.
Major cardiac events in patients receiving percutaneous coronary intervention (PCI) or intensive medical therapy, according to categorization by plasminogen activator inhibitor‐1 (PAI‐1) activity and tissue plasminogen activator (tPA) antigen levels. Rates of freedom from major cardiac events in patients with high PAI‐1 activity and high tPA antigen levels (A), high PAI‐1 activity and low tPA antigen levels (B), low PAI‐1 activity and high tPA antigen levels (C), and low PAI‐1 activity and low tPA antigen levels (D).
Association Between the PAI‐1/tPA Ratio and Subsequent Cardiovascular Events
As seen in Table S1, after multivariable adjustment, the risks of major cardiac events, MACE, myocardial infarction, stroke, all‐cause death, and cardiac death were not significantly different between patients with low and high PAI‐1/tPA ratios.
Discussion
This study revealed that the risks of major cardiac events, MACE, and myocardial infarction in patients with high PAI‐1/tPA ratio were significantly higher in those receiving PCI than in those receiving intensive medical therapy, with large differences within 1 year of the follow‐up. However, the risks in patients with low PAI‐1/tPA ratio were not significantly different between those receiving PCI and intensive medical therapy. This difference represents a significant interaction between the cardiac treatment strategy and the PAI‐1/tPA ratio. Furthermore, in patients with high PAI‐1 activity and low tPA antigen levels, the risk of major cardiac events was significantly higher in those receiving PCI than in those receiving intensive medical therapy. In contrast, regardless of the PAI‐1/tPA ratio, these risks seemed to be lower in patients receiving CABG than in those receiving intensive medical therapy. No significant association was observed between the PAI‐1/tPA ratio and subsequent cardiovascular events in patients with type 2 diabetes mellitus and stable CAD.
Thrombotic/Thrombolytic Balance and Adverse Cardiac Events
The coagulation and fibrinolytic pathways are composed of a complicated cascade. When activated, the coagulation proteins lead to thrombin and fibrin generation. On the other hand, plasmin is an important enzyme within the fibrinolytic cascade. Plasmin is regulated by plasminogen activators, such as tPA, and indirectly by plasminogen‐activator inhibitors, such as PAI‐1.tPA is secreted by endothelial cells,23 and elevated tPA levels are associated with endothelial cell dysfunction and damage.24 Elevated tPA levels can generate plasmin and thus degrade fibrin; this may be beneficial because endothelial dysfunction is associated with an increased risk of thrombosis.9, 10 Conversely, elevated PAI‐1 activity levels reflect impaired fibrinolysis and are associated with an increased risk of coronary events and reinfarction after myocardial infarction.25, 26, 27, 28, 29 Increased PAI‐1 concentrations are observed in patients with type 2 diabetes mellitus.30, 31, 32, 33 Insulin and precursors of insulin were shown to directly augment the expression of PAI‐1.34, 35 A previous study demonstrated higher PAI‐1 levels in obese and diabetic patients than in lean control subjects despite the lack of significant differences in plasma concentrations of tPA.30 The impaired fibrinolysis in patients with diabetes mellitus can result in an increased risk of cardiovascular events.36 Although data are limited, higher PAI‐1 levels after PCI may also result in a higher incidence of all‐cause mortality or acute coronary syndrome.37 A study suggested that increased PAI activity and reduced tPA antigen are associated with CAD.38 Moreover, a high PAI‐1/tPA ratio was significantly associated with an increased risk of myocardial infarction.39 Further studies are warranted to reveal the association between the PAI‐1/tPA ratio and coronary events after revascularization in patients with type 2 diabetes mellitus.
The present study demonstrated that patients with high PAI‐1/tPA ratio had an increased risk of major cardiac events when they received PCI than when they received intensive medical therapy, with a large difference of cardiac event rates between PCI and medical therapy groups at an early period after the follow‐up. Stent thrombosis, which can cause luminal occlusion and myocardial infarction, is a major problem after PCI. PCI using stent in patients with high PAI‐1/tPA ratio, which represents prothrombotic state, may have higher risk of stent thrombosis. A recent report suggested that death within the 30‐day period after PCI may be attributed to PCI‐related complications, particularly stent thrombosis.40 Thus, PCI for patients with high PAI‐1/tPA ratio can be potentially dangerous. To reveal the association between the PAI‐1/tPA ratio and PCI‐related complications, such as stent thrombosis and in‐stent restenosis, further studies are warranted. Conversely, no significant interaction between cardiac treatment strategy (CABG or medical therapy) and the PAI‐1/tPA ratio was observed, suggesting that CABG may be beneficial in patients with type 2 diabetes mellitus and stable CAD. The risk of stroke was not significantly different between patients receiving early revascularization (PCI or CABG) combined with intensive medical therapy and those receiving intensive medical therapy alone, regardless of the PAI‐1/tPA ratio. In patients receiving intensive medical therapy, vascular events (excluding coronary events) may not be associated with the cardiac treatment strategy. Moreover, the small number of stroke events may have introduced some bias to our results. In addition, the PAI‐1/tPA ratio itself was not significantly associated with subsequent cardiovascular events. Although the exact reasons remain unknown, the favorable effects of intensive medical therapy for all participants in the BARI 2D trial may suppress the higher risks of an imbalanced PAI‐1/tPA ratio. Further studies are required to assess whether additional cardiac treatment beyond intensive medical therapy is beneficial in patients with type 2 diabetes mellitus and stable CAD.
Limitations
The present study has several limitations. First, this study is a secondary analysis of a randomized controlled trial. Consequently, the definition of myocardial infarction used in the present study was different from the current definition, including acute myocardial injury with the detection of an increase and/or decrease of cardiac troponin values with at least 1 value above the 99th percentile upper reference limit.41 In addition, the results may reflect the type II errors because of insufficient statistical power resulting from a small number of subjects. Furthermore, uncontrolled or residual confounding may be present. Therefore, our results need to be confirmed by newly randomized controlled trials applying the updated definition. Second, some patients in the BARI 2D trial underwent PCI with a bare‐metal stent or no stent.6 Whether the PAI‐1/tPA ratio affects the major cardiac event risk in patients receiving PCI with current drug‐eluting stent remains unknown. Because stent thrombosis is still a serious problem in patients with drug‐eluting stents, further studies are required to evaluate whether the status of the PAI‐1/tPA ratio affects the cardiac outcomes in patients receiving PCI with drug‐eluting stent. Third, the type of revascularization (PCI or CABG) was assigned at the physician's discretion, and the number of patients in each stratum was small. Although the patients were randomly assigned to revascularization and medical therapy in both PCI and CABG strata, further large‐scale studies are required for patients with type 2 diabetes mellitus and CAD considering the PAI‐1/tPA ratio. Fourth, our PAI‐1/tPA ratio cutoff may not be an optimal indicator for cardiac treatment determinant. Further studies are needed to reveal the optimal cutoff value for the best selection of the cardiac treatment.
Conclusion
This study demonstrated that in patients with type 2 diabetes mellitus and stable CAD, those with high PAI‐1/tPA ratios were at higher risks of major cardiac events, MACE, and myocardial infarction when treated with PCI than when treated with intensive medical therapy. However, patients receiving CABG tended to have lower risks than those receiving intensive medical therapy, regardless of the PAI‐1/tPA ratio. These results indicate that PCI should not be recommended in favor of intensive medical therapy or CABG in patients with type 2 diabetes mellitus and stable CAD who have a high PAI‐1/tPA ratio. No current treatment is known to lower the PAI‐1/tPA ratio itself. Further studies are warranted to assess whether the PAI‐1/tPA ratio can be an indicator for cardiac treatment determinant and a treatment target to improve outcomes.
Author Contributions
Study concept and design: Tsujimoto. Data acquisition: Tsujimoto. Analysis and data interpretation: Tsujimoto and Kajio. Drafting the manuscript: Tsujimoto and Kajio. Statistical analysis: Tsujimoto. Tsujimoto had full access to all data in the study and takes responsibility for the integrity and accuracy of data analysis. This article was prepared using BARI 2D (Bypass Angioplasty Revascularization Investigation 2 Diabetes) Research Materials obtained from the National Heart, Lung, and Blood Institute (NHLBI) Biologic Specimen and Data Repository Information Coordinating Center and does not necessarily reflect the opinions or views of the BARI 2D trial or the NHLBI.
Sources of Funding
The study was supported by a Grant for National Center for Global Health and Medicine (30‐1001) and a Grant‐in‐Aid for Scientific Research from the Japan Society for the Promotion of Science (Grant 18K16219). The funding source had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Disclosures
None.
Supporting information
Table S1. Cardiovascular Events According to the PAI‐1/tPA Ratios
Figure S1. Cardiovascular events in patients receiving CABG or intensive medical therapy, according to low and high PAI‐1/tPA ratio.
Figure S2. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low, middle, and high PAI‐1/tPa ratio activity levels.
Figure S3. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low and high PAI‐1 activity levels.
Figure S4. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low and high tPA antigen levels.
(J Am Heart Assoc. 2019;8:e011207 DOI: 10.1161/JAHA.118.011207.)
References
- 1. Cowie CC, Rust KF, Ford ES, Eberhardt MS, Byrd‐Holt DD, Li C, Williams DE, Gregg EW, Bainbridge KE, Saydah SH, Geiss LS. Full accounting of diabetes and pre‐diabetes in the U.S. population in 1988–1994 and 2005–2006. Diabetes Care. 2009;32:287–294. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Yang W, Lu J, Weng J, Jia W, Ji L, Xiao J, Shan Z, Liu J, Tian H, Ji Q, Zhu D, Ge J, Lin L, Chen L, Guo X, Zhao Z, Li Q, Zhou Z, Shan G, He J. Prevalence of diabetes among men and women in China. N Engl J Med. 2010;362:1090–1101. [DOI] [PubMed] [Google Scholar]
- 3. Gerstein HC, Miller ME, Byington RP, Goff DC Jr, Bigger JT, Buse JB, Cushman WC, Genuth S, Ismail‐Beigi F, Grimm RH Jr, Probstfield JL, Simons‐Morton DG, Friedewald WT. Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008;358:2545–2559. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Patel A, MacMahon S, Chalmers J, Neal B, Billot L, Woodward M, Marre M, Cooper M, Glasziou P, Grobbee D, Hamet P, Harrap S, Heller S, Liu L, Mancia G, Mogensen CE, Pan C, Poulter N, Rodgers A, Williams B, Bompoint S, de Galan BE, Joshi R, Travert F. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008;358:2560–2572. [DOI] [PubMed] [Google Scholar]
- 5. Duckworth W, Abraira C, Moritz T, Reda D, Emanuele N, Reaven PD, Zieve FJ, Marks J, Davis SN, Hayward R, Warren SR, Goldman S, McCarren M, Vitek ME, Henderson WG, Huang GD; VADT Investigators . Glucose control and vascular complications in veterans with type 2 diabetes. N Engl J Med. 2009;360:129–139. [DOI] [PubMed] [Google Scholar]
- 6. BARI 2D Study Group , Frye RL, August P, Brooks MM, Hardison RM, Kelsey SF, MacGregor JM, Orchard TJ, Chaitman BR, Genuth SM, Goldberg SH, Hlatky MA, Jones TL, Molitch ME, Nesto RW, Sako EY, Sobel BE. A randomized trial of therapies for type 2 diabetes and coronary artery disease. N Engl J Med. 2009;360:2503–2515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Chaitman BR, Hardison RM, Adler D, Gebhart S, Grogan M, Ocampo S, Sopko G, Ramires JA, Schneider D, Frye RL; Bypass Angioplasty Revascularization Investigation 2 Diabetes Study Group . The Bypass Angioplasty Revascularization Investigation 2 Diabetes randomized trial of different treatment strategies in type 2 diabetes mellitus with stable ischemic heart disease: impact of treatment strategy on cardiac mortality and myocardial infarction. Circulation. 2009;120:2529–2540. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Kang SH, Park KH, Ahn HS, Park KW, Hong YJ, Koo BK, Jeong MH, Kim HS. Everolimus‐eluting versus sirolimus‐eluting coronary stents in patients with and without diabetes mellitus. EuroIntervention. 2014;10:74–82. [DOI] [PubMed] [Google Scholar]
- 9. Carr ME. Diabetes mellitus: a hypercoagulable state. J Diabetes Complications. 2001;15:44–54. [DOI] [PubMed] [Google Scholar]
- 10. Grant PJ. Diabetes mellitus as a prothrombotic condition. J Intern Med. 2007;262:157–172. [DOI] [PubMed] [Google Scholar]
- 11. Biologic Specimen and Data Repositories Information Coordinating Center. National Heart, Lung, and Blood Institute; https://biolincc.nhlbi.nih.gov/studies/bari2d/. Accessed June 6, 2018. [Google Scholar]
- 12. Pasierski T, Pearson AC, Labovitz AJ. Pathophysiology of isolated systolic hypertension in elderly patients: Doppler echocardiographic insights. Am Heart J. 1991;122:528–534. [DOI] [PubMed] [Google Scholar]
- 13. Schwartz L, Kip KE, Alderman E, Lu J, Bates ER, Srinivas V, Bach RG, Mighton LD, Feit F, King S III, Frye RL; BARI 2D Study Group . Baseline coronary angiographic findings in the Bypass Angioplasty Revascularization Investigation 2 Diabetes trial (BARI 2D). Am J Cardiol. 2009;103:632–638. [DOI] [PubMed] [Google Scholar]
- 14. Chung SC, Hlatky MA, Faxon D, Ramanathan K, Adler D, Mooradian A, Rihal C, Stone RA, Bromberger JT, Kelsey SF, Brooks MM; BARI 2D Study Group . The effect of age on clinical outcomes and health status BARI 2D (Bypass Angioplasty Revascularization Investigation in Type 2 Diabetes). J Am Coll Cardiol. 2011;58:810–819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Dagenais GR, Lu J, Faxon DP, Kent K, Lago RM, Lezama C, Hueb W, Weiss M, Slater J, Frye RL; Bypass Angioplasty Revascularization Investigation 2 Diabetes Study Group . Effects of optimal medical treatment with or without coronary revascularization on angina and subsequent revascularizations in patients with type 2 diabetes mellitus and stable ischemic heart disease. Circulation. 2011;123:1492–1500. [DOI] [PubMed] [Google Scholar]
- 16. Yusuf S, Zucker D, Passamani E, Peduzzi P, Takaro T, Fisher LD, Kennedy JW, Davis K, Killip T, Norris R, Morris C, Mathur V, Varnauskas E, Chalmers TC. Effect of coronary artery bypass graft surgery on survival: overview of 10‐year results from randomised trials by the Coronary Artery Bypass Graft Surgery Trialists Collaboration. Lancet. 1994;344:563–570. [DOI] [PubMed] [Google Scholar]
- 17. Takaro T, Peduzzi P, Detre KM, Hultgren HN, Murphy ML, van der Bel‐Kahn J, Thomsen J, Meadows WR. Survival in subgroups of patients with left main coronary artery disease: Veterans Administration Cooperative Study of Surgery for Coronary Arterial Occlusive Disease. Circulation. 1982;66:14–22. [DOI] [PubMed] [Google Scholar]
- 18. Sobel BE, Hardison RM, Genuth S, Brooks MM, McBane RD III, Schneider DJ, Pratley RE, Huber K, Wolk R, Krishnaswami A, Frye RL. Profibrinolytic, antithrombotic, and antiinflammatory effects of an insulin‐sensitizing strategy in patients in the Bypass Angioplasty Revascularization Investigation 2 Diabetes (BARI 2D) trial. Circulation. 2011;124:695–703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. McBane RD II, Hardison RM, Sobel BE. Comparison of plasminogen activator inhibitor‐1, tissue type plasminogen activator antigen, fibrinogen, and D‐dimer levels in various age decades in patients with type 2 diabetes mellitus and stable coronary artery disease (from the BARI 2D trial). Am J Cardiol. 2010;105:17–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Kruszynska YT, Yu JG, Olefsky JM, Sobel BE. Effects of troglitazone on blood concentrations of plasminogen activator inhibitor 1 in patients with type 2 diabetes and in lean and obese normal subjects. Diabetes. 2000;49:633–639. [DOI] [PubMed] [Google Scholar]
- 21. Schoenfeld D. Partial residuals for the proportional hazards regression model. Biometrika. 1982;69:239–241. [Google Scholar]
- 22. Lindsey JB, Marso SP, Pencina M, Stolker JM, Kennedy KF, Rihal C, Barsness G, Piana RN, Goldberg SL, Cutlip DE, Kleiman NS, Cohen DJ. Prognostic impact of periprocedural bleeding and myocardial infarction after percutaneous coronary intervention in unselected patients: results from the EVENT (evaluation of drug‐eluting stents and ischemic events) registry. JACC Cardiovasc Interv. 2009;2:1074–1082. [DOI] [PubMed] [Google Scholar]
- 23. Dobrovolsky AB, Titaeva EV. The fibrinolysis system: regulation of activity and physiologic functions of its main components. Biochemistry (Mosc). 2002;67:99–108. [DOI] [PubMed] [Google Scholar]
- 24. Steins MB, Padro T, Li CX, Mesters RM, Ostermann H, Hammel D, Scheld HH, Berdel WE, Kienast J. Overexpression of tissue‐type plasminogen activator in atherosclerotic human coronary arteries. Atherosclerosis. 1999;145:173–180. [DOI] [PubMed] [Google Scholar]
- 25. Paramo JA, Colucci M, Collen D, van de Werf F. Plasminogen activator inhibitor in the blood of patients with coronary artery disease. Br Med J (Clin Res Ed). 1985;291:573–574. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Juhan‐Vague I, Pyke SD, Alessi MC, Jespersen J, Haverkate F, Thompson SG; ECAT Study Group: European Concerted Action on Thrombosis and Disabilities . Fibrinolytic factors and the risk of myocardial infarction or sudden death in patients with angina pectoris. Circulation. 1996;94:2057–2063. [DOI] [PubMed] [Google Scholar]
- 27. Hamsten A, de Faire U, Walldius G, Dahlen G, Szamosi A, Landou C, Blomback M, Wiman B. Plasminogen activator inhibitor in plasma: risk factor for recurrent myocardial infarction. Lancet. 1987;2:3–9. [DOI] [PubMed] [Google Scholar]
- 28. Juhan‐Vague I, Alessi MC, Vague P. Thrombogenic and fibrinolytic factors and cardiovascular risk in non‐insulin‐dependent diabetes mellitus. Ann Med. 1996;28:371–380. [DOI] [PubMed] [Google Scholar]
- 29. Smith A, Patterson C, Yarnell J, Rumley A, Ben‐Shlomo Y, Lowe G. Which hemostatic markers add to the predictive value of conventional risk factors for coronary heart disease and ischemic stroke? The Caerphilly Study. Circulation. 2005;112:3080–3087. [DOI] [PubMed] [Google Scholar]
- 30. McGill JB, Schneider DJ, Arfken CL, Lucore CL, Sobel BE. Factors responsible for impaired fibrinolysis in obese subjects and NIDDM patients. Diabetes. 1994;43:104–109. [DOI] [PubMed] [Google Scholar]
- 31. Auwerx J, Bouillon R, Collen D, Geboers J. Tissue‐type plasminogen activator antigen and plasminogen activator inhibitor in diabetes mellitus. Arteriosclerosis. 1988;8:68–72. [DOI] [PubMed] [Google Scholar]
- 32. Vague P, Juhan‐Vague I, Aillaud MF, Badier C, Viard R, Alessi MC, Collen D. Correlation between blood fibrinolytic activity, plasminogen activator inhibitor level, plasma insulin level, and relative body weight in normal and obese subjects. Metabolism. 1986;35:250–253. [DOI] [PubMed] [Google Scholar]
- 33. Schneider DJ, Sobel BE. PAI‐1 and diabetes: a journey from the bench to the bedside. Diabetes Care. 2012;35:1961–1967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Alessi MC, Juhan‐Vague I, Kooistra T, Declerck PJ, Collen D. Insulin stimulates the synthesis of plasminogen activator inhibitor 1 by the human hepatocellular cell line Hep G2. Thromb Haemost. 1988;60:491–494. [PubMed] [Google Scholar]
- 35. Nordt TK, Schneider DJ, Sobel BE. Augmentation of the synthesis of plasminogen activator inhibitor type‐1 by precursors of insulin: a potential risk factor for vascular disease. Circulation. 1994;89:321–330. [DOI] [PubMed] [Google Scholar]
- 36. Haffner SM, Lehto S, Ronnemaa T, Pyorala K, Laakso M. Mortality from coronary heart disease in subjects with type 2 diabetes and in nondiabetic subjects with and without prior myocardial infarction. N Engl J Med. 1998;339:229–234. [DOI] [PubMed] [Google Scholar]
- 37. Battes LC, Akkerhuis KM, Cheng JM, Garcia‐Garcia HM, Oemrawsingh RM, de Boer SP, Regar E, van Geuns RJ, Serruys PW, Boersma E, Kardys I. Circulating acute phase proteins in relation to extent and composition of coronary atherosclerosis and cardiovascular outcome: results from the ATHEROREMO‐IVUS study. Int J Cardiol. 2014;177:847–853. [DOI] [PubMed] [Google Scholar]
- 38. Francis RB Jr, Kawanishi D, Baruch T, Mahrer P, Rahimtoola S, Feinstein DI. Impaired fibrinolysis in coronary artery disease. Am Heart J. 1988;115:776–780. [DOI] [PubMed] [Google Scholar]
- 39. Saigo M, Abe S, Ogawa M, Yamashita T, Biro S, Minagoe S, Maruyama I, Tei C. Imbalance of plasminogen activator inhibitor‐I/tissue plasminogen activator and tissue factor/tissue factor pathway inhibitor in young Japanese men with myocardial infarction. Thromb Haemost. 2001;86:1197–1203. [PubMed] [Google Scholar]
- 40. Aggarwal B, Ellis SG, Lincoff AM, Kapadia SR, Cacchione J, Raymond RE, Cho L, Bajzer C, Nair R, Franco I, Simpfendorfer C, Tuzcu EM, Whitlow PL, Shishehbor MH. Cause of death within 30 days of percutaneous coronary intervention in an era of mandatory outcome reporting. J Am Coll Cardiol. 2013;62:409–415. [DOI] [PubMed] [Google Scholar]
- 41. Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD. Fourth universal definition of myocardial infarction (2018). J Am Coll Cardiol. 2018;72:2231–2264. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Table S1. Cardiovascular Events According to the PAI‐1/tPA Ratios
Figure S1. Cardiovascular events in patients receiving CABG or intensive medical therapy, according to low and high PAI‐1/tPA ratio.
Figure S2. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low, middle, and high PAI‐1/tPa ratio activity levels.
Figure S3. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low and high PAI‐1 activity levels.
Figure S4. Major cardiac events in patients receiving revascularization or intensive medical therapy, according to low and high tPA antigen levels.