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DOI 10.1093/eurheartj/eht533

Медицинская библиотека · European heart journal · 2013

Prognostic models for stable coronary artery disease based on electronic health record cohort of 102 023 patients.

Rapsomaniki Eleni, Shah Anoop, Perel Pablo, Denaxas Spiros, George Julie, Nicholas Owen, Udumyan Ruzan, Feder Gene Solomon, Hingorani Aroon D, Timmis Adam, Smeeth Liam, Hemingway Harry

СтатьяПоддержка NIH: внешняя программаПоддержка исследования: вне правительства СШАПеревод в очереди

Аннотация

AIMS: The population with stable coronary artery disease (SCAD) is growing but validated models to guide their clinical management are lacking. We developed and validated prognostic models for all-cause mortality and non-fatal myocardial infarction (MI) or coronary death in SCAD.

METHODS AND

RESULTS

Models were developed in a linked electronic health records cohort of 102 023 SCAD patients from the CALIBER programme, with mean follow-up of 4.4 (SD 2.8) years during which 20 817 deaths and 8856 coronary outcomes were observed. The Kaplan-Meier 5-year risk was 20.6% (95% CI, 20.3, 20.9) for mortality and 9.7% (95% CI, 9.4, 9.9) for non-fatal MI or coronary death. The predictors in the models were age, sex, CAD diagnosis, deprivation, smoking, hypertension, diabetes, lipids, heart failure, peripheral arterial disease, atrial fibrillation, stroke, chronic kidney disease, chronic pulmonary disease, liver disease, cancer, depression, anxiety, heart rate, creatinine, white cell count, and haemoglobin. The models had good calibration and discrimination in internal (external) validation with C-index 0.811 (0.735) for all-cause mortality and 0.778 (0.718) for non-fatal MI or coronary death. Using these models to identify patients at high risk (defined by guidelines as 3% annual mortality) and support a management decision associated with hazard ratio 0.8 could save an additional 13-16 life years or 15-18 coronary event-free years per 1000 patients screened, compared with models with just age, sex, and deprivation.

CONCLUSION

These validated prognostic models could be used in clinical practice to support risk stratification as recommended in clinical guidelines.

Для цитирования: Rapsomaniki Eleni, Shah Anoop, Perel Pablo, Denaxas Spiros, George Julie, Nicholas Owen, Udumyan Ruzan, Feder Gene Solomon, Hingorani Aroon D, Timmis Adam, Smeeth Liam, Hemingway Harry. Prognostic models for stable coronary artery disease based on electronic health record cohort of 102 023 patients.. European heart journal. 2013. DOI: 10.1093/eurheartj/eht533.

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