BackgroundWe aimed to determine prognostic values of NEWS2 and laboratory parameters during the first week of COVID-19.MethodsAll adult patients who were hospitalized for a confirmed COVID-19 between the 11th of March and the 11th of May 2020 were retrospectively included. To evaluate the factors in prognosis which are admission to intensive care unit (ICU) and in-hospital death, univariate logistic regression analysis was performed at admission (D0), at day-3 (D3), day-5 (D5), and day-7 (D7). Additionally, receiver operating characteristic (ROC) analyses were performed.ResultsOverall, 611 patients were included. Clinical deterioration was observed in 79 (12.9%) patients during hospitalisation, 36 (5.9%) during the first three days, 54 (8.8%) during the first five days, and 62 (10.1%) during the first week of hospitalisation. Our results showed that NEWS2, procalcitonin, neutrophil/lymphocyte ratio (NLR), and albumin were the best predictors for clinical deterioration at D0, D3, D5, and D7. Procalcitonin had the highest odds ratio for clinical deterioration on all days in univariate analysis. ROC analyses showed that NEWS2 at D7, procalcitonin at D5, albumin at D7, and NLR at D5 had highest AUC values. Additionally, we detected a strong correlation between NEWS2 and laboratory parameters including neutrophil, lymphocyte, NLR, platelet/lymphocyte ratio, CRP, procalcitonin, ferritin, and urea on all days.ConclusionThis study provides a list of several laboratory parameters correlated with NEWS2 and potential predictors for ICU admission or in-hospital death during the clinical course of COVID-19. Dynamic monitoring of NEWS2 and laboratory parameters is vital for improving clinical outcomes.