396. Relationship Between Patient Characteristics and Critical Illness in Patients Admitted for CoVID-19

Background: While several studies have explored hospitalization risk factors with the novel coronavirus (COVID-19) infection, the risk of poor outcomes during hospitalization has primarily relied upon laboratory or hospital-acquired data Our goal was to identify clinical characteristics associated with intubation or death within 7 days of admission Methods: The first 436 patients admitted to the University of Colorado Hospital (Denver metropolitan area) with confirmed CoVID-19 were included Demographics, comorbidities, and select medications were collected by chart abstraction Missing height for calculating body mass index (BMI) was imputed using the median heightfor patients' sex and race/ethnicity Adjusted odds ratios (aOR) were estimated using multivariable logistic regression and a minimax concave penalty (MCP) regularized logistic regression explored prediction Results: Participants had a mean(SD) age 55(17), BMI 30 9(8 2), 55% were male and 80% were ethnic/racial minorities Unadjusted comparisons by outcome are shown (Table 1) Male sex (aOR: 1 60, 95% CI (1 02, 2 54)), increasing age (aOR: 1 25(1 08, 1 47);per 10 years), higher BMI (aOR 1 03(1 00, 1 06) and poorly controlled diabetes (hemoglobin A1C ≥8) (aOR 2 33(1 27, 4 27) were significantly (p65, sex and minority status, but predicted intubation/death only slightly better than random chance (AUC= 0 61(0 56, 0 67)) Conclusion: In a hospitalized patient cohort with COVID-19, male sex, poorly controlled diabetes, increasing age and BMI were significantly associated with early intubation or death These results complement larger cohort studies, and highlight risk differences across metropolitan areas with varying COVID-19 prevalence, demographics, and comorbid disease burden Notably, our predictive model had limited success, which may suggest unmeasured factors also contribute to disease severity differences