Derivation and validation of a clinical severity score for acutely ill adults with suspected COVID-19: The PRIEST observational cohort study

• Published in: PloS one Vol. 16; no. 1; p. e0245840
• Main Authors: Goodacre, Steve, Thomas, Ben, Sutton, Laura, Burnsall, Matthew, Lee, Ellen, Bradburn, Mike, Loban, Amanda, Waterhouse, Simon, Simmonds, Richard, Biggs, Katie, Marincowitz, Carl, Schutter, Jose, Connelly, Sarah, Sheldon, Elena, Hall, Jamie, Young, Emma, Bentley, Andrew, Challen, Kirsty, Fitzsimmons, Chris, Harris, Tim, Lecky, Fiona, Lee, Andrew, Maconochie, Ian, Walter, Darren
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 22.01.2021; Public Library of Science (PLoS)
• Subjects: Adult; Aged; Aged, 80 and over; Biology and Life Sciences; Children; Cohort analysis; Control; Coronaviruses; Cough; COVID-19; COVID-19 - diagnosis; COVID-19 - epidemiology; COVID-19 - pathology; COVID-19 diagnostic tests; Data analysis; Data collection; Diagnostic systems; Editing; Emergency medical care; Emergency medical services; Emergency service; Epidemics; Evaluation; Female; Fever; Funding; Health risks; Hospitals; Humans; Infections; Influenza; Male; Medicine and Health Sciences; Middle Aged; Observational studies; Pandemics; Patients; Pharyngitis; Physical Sciences; Prognosis; Prospective Studies; Retrospective Studies; Risk Assessment; SARS-CoV-2 - isolation & purification; Severity of Illness Index; Sneezing; Social Sciences; Sputum; Statistical analysis; United Kingdom; United Kingdom - epidemiology; Variables; Wheezing; United Kingdom; United Kingdom > UK
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0245840

We aimed to derive and validate a triage tool, based on clinical assessment alone, for predicting adverse outcome in acutely ill adults with suspected COVID-19 infection. We undertook a mixed prospective and retrospective observational cohort study in 70 emergency departments across the United Kingdom (UK). We collected presenting data from 22445 people attending with suspected COVID-19 between 26 March 2020 and 28 May 2020. The primary outcome was death or organ support (respiratory, cardiovascular, or renal) by record review at 30 days. We split the cohort into derivation and validation sets, developed a clinical score based on the coefficients from multivariable analysis using the derivation set, and the estimated discriminant performance using the validation set. We analysed 11773 derivation and 9118 validation cases. Multivariable analysis identified that age, sex, respiratory rate, systolic blood pressure, oxygen saturation/inspired oxygen ratio, performance status, consciousness, history of renal impairment, and respiratory distress were retained in analyses restricted to the ten or fewer predictors. We used findings from multivariable analysis and clinical judgement to develop a score based on the NEWS2 score, age, sex, and performance status. This had a c-statistic of 0.80 (95% confidence interval 0.79-0.81) in the validation cohort and predicted adverse outcome with sensitivity 0.98 (0.97-0.98) and specificity 0.34 (0.34-0.35) for scores above four points. A clinical score based on NEWS2, age, sex, and performance status predicts adverse outcome with good discrimination in adults with suspected COVID-19 and can be used to support decision-making in emergency care. ISRCTN registry, ISRCTN28342533, http://www.isrctn.com/ISRCTN28342533.