Predictors of survival after cerebral infarction: importance of cardiac factors
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Updated: Aug 19, 2026

Myocardial Infarction and Functional Outcome Assessment in Pigs
Published on: April 25, 2014
1Stroke Unit, Waikato Hospital, Hamilton, New Zealand.
Insights
Predicting stroke mortality in elderly patients is crucial. Key factors include interstitial edema, elevated creatinine, low Mini-Mental State scores, and age, guiding better patient outcomes.
Area of Science:
- Neurology
- Geriatrics
- Cardiology
Background:
- Stroke is a leading cause of death globally.
- Reducing stroke incidence and case fatality are key strategies.
- Elderly individuals are particularly vulnerable to stroke complications.
Purpose of the Study:
- Identify predictors of mortality in elderly patients with acute cerebral infarction.
- Determine factors present at hospital admission that correlate with poor outcomes.
- Enhance risk stratification for acute stroke in older populations.
Main Methods:
- Prospective cohort study of 215 elderly patients admitted with acute cerebral infarction.
- Confirmation of diagnosis via computed tomography (CT).
- Survival analysis using a proportional hazards model over a one-year follow-up period.
Main Results:
- Univariate analysis identified predictors: elevated serum creatinine, interstitial edema on chest X-ray, low Mini-Mental State Examination (MMSE) score, atrial fibrillation, advanced age, cardiomegaly, elevated leucocyte count, pulmonary venous congestion, and homonymous hemianopia.
- Interstitial edema was the strongest cardiac predictor.
- Multivariate models identified key predictors: (1) interstitial edema, serum creatinine, age, and homonymous hemianopia; (2) serum creatinine and MMSE score.
Conclusions:
- Elevated serum creatinine and low MMSE scores are significant predictors of mortality in elderly stroke patients.
- Interstitial edema, advanced age, and homonymous hemianopia also contribute to mortality risk.
- Further research is needed to elucidate the link between high serum creatinine and adverse stroke outcomes.
Background:
Stroke is the third leading cause of death in much of the developed world. There are two approaches to lowering mortality from stroke: reducing the incidence of stroke and reducing case fatality rate.
Aims:
To determine factors, identified at presentation, that were predictive of mortality in elderly persons with acute cerebral infarction.
Methods:
A consecutive series of 215 elderly persons admitted to hospital with acute cerebral infarction, confirmed by computerised tomography, were followed for an average of one year. A proportional hazards model was used to identify predictors of mortality.
Results:
The following variables were identified on univariate analysis as predictors of death: raised serum creatinine, interstitial oedema on chest radiograph, low score on the Mini-Mental State Examination, atrial fibrillation, advanced age, cardiomegaly, raised leucocyte count, pulmonary venous congestion and homonymous hemianopia. Interstitial oedema was the most powerful predictor of death among the four measures of cardiac status. Two successful multivariate models included: 1) interstitial oedema, serum creatinine, age and homonymous hemianopia; 2) serum creatinine and Mini-Mental State Score. Further studies are required to assess the relationship between elevated serum creatinine and poor survival following stroke.
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