Predictors of 90-day outcome in patients stabilized after acute coronary syndromes
L K Newby1, M V Bhapkar, H D White
1Duke Clinical Research Institute, Durham, NC 27715-7969, USA.
Insights
Predictors of 90-day risk after acute coronary syndrome (ACS) were identified. Age, heart rate, and heart failure predict mortality, while creatinine clearance and PCI predict lower risk in ACS patients.
Area of Science:
- Cardiology
- Clinical Research
- Outcomes Research
Background:
- Patients surviving the acute phase of acute coronary syndrome (ACS) remain at risk for adverse events.
- Identifying these high-risk patients is crucial for targeted interventions and improved outcomes.
Purpose of the Study:
- To investigate predictors of 90-day risk for death, myocardial infarction (MI), and severe recurrent ischemia (SRI) in stabilized ACS patients.
- To develop and validate risk models for these composite endpoints.
Main Methods:
- Utilized data from 15,904 stabilized ACS patients from the SYMPHONY and 2nd SYMPHONY trials.
- Employed Cox proportional-hazards models to identify predictors from 118 demographic, historical, clinical, and medication variables.
- Validated models using individual trial models, backward elimination, and bootstrapping.
Main Results:
- Seventeen variables independently predicted 90-day mortality, with greater age, higher randomization heart rate, and heart failure (HF) variables showing the strongest associations.
- Higher creatinine clearance and percutaneous coronary intervention (PCI) between qualifying event and randomization were strong predictors of lower risk.
- Similar predictors emerged for composite endpoints of death or MI, and death, MI, or SRI, though HF variables and age were less strongly associated with these non-fatal outcomes.
Conclusions:
- Risk stratification is feasible for stabilized ACS patients within 90 days post-discharge.
- Traditional clinical markers are more effective in predicting mortality than non-fatal MI or SRI.
- Novel risk markers are needed to improve prediction of non-fatal ischemic events and severe recurrent ischemia in ACS patients.
Aims:
We investigated predictors of 90-day risk among patients surviving the early period after an acute coronary syndrome (ACS).
Methods And Results:
The study population included 15 904 stabilized ST-segment elevation or non-ST-segment elevation ACS patients randomized in SYMPHONY and 2nd SYMPHONY. We developed risk models for death, death or myocardial infarction (MI), and death, MI, or severe recurrent ischaemia (SRI) using Cox proportional-hazards techniques. Demographic, history, and pre-randomization clinical and medication variables were tested. Validation techniques included development of individual trial models, backward elimination and bootstrapping. Of 118 variables, 17 independently predicted mortality. The strongest associations included greater age (chi(2)=31.1), higher randomization heart rate (chi(2)=27.4), and heart failure (HF) variables (HF between qualifying event and randomization, chi(2)=21.8; history of HF, chi(2)=12.2). Higher creatinine clearance (chi(2)=17.7) and percutaneous coronary intervention between qualifying event and randomization (chi(2)=11.1) most strongly predicted lower risk. Similar characteristics entered the double and triple composite models, but HF variables and age less strongly predicted these end-points.
Conclusions:
In patients stabilized after ACS, those at highest risk over the next 90 days can be identified. Typical clinical markers are better at identifying risk of death than non-fatal MI or SRI. Novel risk markers are needed for these outcomes.
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