Among surgical intensive care unit (SICU) patients, it is difficult to distinguish bacterial sepsis from other causes of systemic inflammatory response syndrome (SIRS). Biomarkers have proven useful to identify the presence of bacterial infection. We enrolled a prospective cohort of 69 SICU patients with suspected sepsis and assayed the concentrations of nine biomarkers (α-2 macroglobulin (A2M), C-reactive protein, ferritin, fibrinogen, haptoglobin, procalcitonin (PCT), serum amyloid A, serum amyloid P, and tissue plasminogen activator) at baseline, 24-, 48-, and 72-hours. 42 patients (61%) had bacterial sepsis by chart review. A2M concentrations were significantly lower and PCT concentrations significantly higher in subjects with bacterial sepsis at three of four timepoints. Using optimal cutoff values, the combination of baseline A2M and 72-hour PCT achieved a negative predictive value of 75% (95% CI, 54%–96%). The combination of A2M and PCT discriminated bacterial sepsis from other SIRS among SICU patients with suspected sepsis.