A Prediction Rule to Identify Low-Risk Patients with Community-Acquired Pneumonia
Michael J. Fine, M.D., Thomas E. Auble, Ph.D., Donald M. Yealy, M.D., Barbara H. Hanusa, Ph.D., Lisa A. Weissfeld, Ph.D., Daniel E. Singer, M.D., Christopher M. Coley, M.D., Thomas J. Marrie, M.D., and Wishwa N. Kapoor, M.D., M.P.H.
Background There is considerable variability in rates of hospitalizationof patients with community-acquired pneumonia, in part becauseof physicians' uncertainty in assessing the severity of illnessat presentation.
Methods From our analysis of data on 14,199 adult inpatientswith community-acquired pneumonia, we derived a prediction rulethat stratifies patients into five classes with respect to therisk of death within 30 days. The rule was validated with 1991data on 38,039 inpatients and with data on 2287 inpatients andoutpatients in the Pneumonia Patient Outcomes Research Team(PORT) cohort study. The prediction rule assigns points basedon age and the presence of coexisting disease, abnormal physicalfindings (such as a respiratory rate of >30 per minute ora temperature of >40°C), and abnormal laboratory findings(such as a pH <7.35, a blood urea nitrogen concentration>30 mg per deciliter [11 mmol per liter] or a sodium concentration<130 mmol per liter) at presentation.
Results There were no significant differences in mortality ineach of the five risk classes among the three cohorts. Mortalityranged from 0.1 to 0.4 percent for class I patients (P = 0.22),from 0.6 to 0.7 percent for class II (P = 0.67), and from 0.9to 2.8 percent for class III (P = 0.12). Among the 1575 patientsin the three lowest risk classes in the Pneumonia PORT cohort,there were only seven deaths, of which only four were pneumonia-related.The risk class was significantly associated with the risk ofsubsequent hospitalization among those treated as outpatientsand with the use of intensive care and the number of days inthe hospital among inpatients.
Conclusions The prediction rule we describe accurately identifiesthe patients with community-acquired pneumonia who are at lowrisk for death and other adverse outcomes. This prediction rulemay help physicians make more rational decisions about hospitalizationfor patients with pneumonia.
Source Information
From the Division of General Medicine, Department of Medicine (M.J.F., B.H.H., W.N.K.), the Department of Emergency Medicine (T.E.A., D.M.Y.), and the Department of Biostatistics (L.A.W.), Graduate School of Public Health, University of Pittsburgh, Pittsburgh; the General Internal Medicine Unit, Medical Services, Massachusetts General Hospital and Harvard Medical School, Boston (D.E.S., C.M.C.); and the Division of Infectious Diseases, Department of Medicine, Victoria General Hospital and Dalhousie University, Halifax, N.S., Canada (T.J.M.).
Address reprint requests to Dr. Fine at Montefiore University Hospital, 8 East Rm. 824, 200 Lothrop St., Pittsburgh, PA 15213.
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