Abstract 16681: Ability of the Intermountain Risk Score Measured in 2019 (pre-COVID) to Predict Major Adverse Health Events in Patients Positive for SARS-CoV-2 in 2020

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Background: The Intermountain Risk Sore (IMRS) is a general health clinical decision tool based on the complete blood count (CBC) and basic metabolic profile (BMP). IMRS was developed to predict all-cause mortality. IMRS was validated previously in patients from the US and elsewhere, including in general medical and surgical patients and in diagnosis-specific populations. IMRS has been implemented at Intermountain Healthcare to guide clinical care in hospital settings. IMRS has not been tested as a predictor of major adverse health events after diagnosis of novel coronavirus disease (COVID)-19. Methods: Intermountain patients (ages ≥18 years) with a CBC and BMP measured in 2019 and with a COVID-positive test in 2020 (N=1,025) were evaluated to determine if the pre-2020 IMRS predicted a composite of hospitalization or mortality. All study subjects tested positive for COVID between March 3 and June 8, 2020. IMRS was calculated using original sex-specific variable weightings (see Horne BD et al, Am J Med 2009). Results: Overall, 55 females and 54 males had a composite endpoint, respectively (5 and 10 deaths; 52 and 46 hospitalizations), with c-statistics of c=0.748 for females and c=0.669 for males using IMRS calculations from 2019 (see Table). For n=170 patients, IMRS was also calculated from 2020 CBC/BMP panels obtained at the time of COVID diagnosis, and it also predicted the composite endpoint at that timepoint (for females and males combined, odds ratios= 4.05, 2.46, and 1.53 for high-, moderate-, and mild-risk categories vs. low-risk; see Table for category thresholds). Conclusion: IMRS measured using 2019 CBC and BMP lab results predicted major adverse health events for patients diagnosed with COVID in 2020. Use of IMRS may empower population health with anticipation of COVID outcomes; for higher risk patients, the IMRS result may lead to enhanced preventive measures if the patient is free of COVID and, if COVID is diagnosed, it may lead to earlier, more aggressive care.