To identify the risk factors for infection and to develop a model for
the prediction of infection in hospitalized patients with active syste
mic lupus erythematosus (SLE), we carried out a retrospective cohort s
tudy with clinical data collected from 121 consecutive patients with a
ctive SLE, Seventeen patients had infection within 6 months of beginni
ng steroid therapy for active SLE, Independent multivariate predictors
of infection were a decrease in the serum albumin value, an increase
in the serum creatinine value, and prednisolone use in a dose of great
er than or equal to 60 mg/day without methylprednisolone pulse therapy
, The error rate of the model by 10-fold cross-validation method was 1
2%, sensitivity was 65%, specificity was 91%, and positive predictive
value was 55%, Four nonsurvivors were correctly discriminated, Use of
this model could contribute to earlier diagnosis of infection and may
assist decisions regarding empiric antimicrobial administration in pat
ients with SLE.