by Kievlan, Daniel R.;
Zhang, Li A.; Chang, Chung-Chou H.; Angus, Derek C.; Seymour, Christopher W.
Objectives: Among
patients with suspected infection, a single measurement of the quick
Sepsis-related Organ Failure Assessment has good predictive validity for
sepsis, yet the increase in validity from repeated measurements is unknown. We
sought to determine the incremental predictive validity for sepsis of repeated
quick Sepsis-related Organ Failure Assessment measurements over 48 hours
compared with the initial measurement.
Design:
Retrospective cohort study. Setting: Twelve hospitals in southwestern
Pennsylvania in 2012. Patients: All
adult medical and surgical encounters in the emergency department, hospital
ward, postanesthesia care unit, and ICU. Interventions: None.
Measurements and Main Results: Among 1.3 million adult encounters, we identified
those with a first episode of suspected infection. Using the maximum quick
Sepsis-related Organ Failure Assessment score in each 6-hour epoch from onset
of suspected infection until 48 hours later, we characterized repeated quick
Sepsis-related Organ Failure Assessment with: 1) summary measures (e.g., mean
over 48 hr), 2) crude trajectory groups, and 3) group-based trajectory
modeling. We measured the predictive validity of repeated quick Sepsis-related
Organ Failure Assessment using incremental changes in the area under the
receiver operating characteristic curve for in-hospital mortality beyond that
of baseline risk (age, sex, race/ethnicity, and comorbidity). Of 37,591
encounters with suspected infection, 1,769 (4.7%) died before discharge. Both
the mean quick Sepsis-related Organ Failure Assessment at 48 hours (area under
the receiver operating characteristic, 0.86 [95% CI, 0.85–0.86]) and crude
trajectory groups (area under the receiver operating characteristic, 0.83 [95%
CI, 0.83–0.83]) improved predictive validity compared with initial quick
Sepsis-related Organ Failure Assessment (area under the receiver operating
characteristic, 0.79 [95% CI, 0.78–0.80]) (p < 0.001 for both). Group-based
trajectory modeling found five trajectories (quick Sepsis-related Organ Failure
Assessment always low, increasing, decreasing, moderate, and always high) with
greater predictive validity than the initial measurement (area under the
receiver operating characteristic, 0.85 [95% CI, 0.84–0.85]; p < 0.001).
Conclusions:
Repeated measurements of quick Sepsis-related Organ Failure Assessment improve
predictive validity for sepsis using in-hospital mortality compared with a
single measurement of quick Sepsis-related Organ Failure Assessment at the time
a clinician suspects infection.
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