TY - JOUR
T1 - Circulating suPAR associates with severity and in-hospital progression of COVID-19
AU - Chalkias, Athanasios
AU - Skoulakis, Anargyros
AU - Papagiannakis, Nikolaos
AU - Laou, Eleni
AU - Tourlakopoulos, Konstantinos
AU - Pagonis, Athanasios
AU - Michou, Anastasia
AU - Ntalarizou, Nicoletta
AU - Mermiri, Maria
AU - Ragias, Dimitrios
AU - Bernal-Morell, Enrique
AU - Cebreiros López, Iria
AU - García de Guadiana-Romualdo, Luis
AU - Eugen-Olsen, Jesper
AU - Gourgoulianis, Konstantinos
AU - Pantazopoulos, Ioannis
AU - SPARCOL Investigators
N1 - © 2022 Stichting European Society for Clinical Investigation Journal Foundation. Published by John Wiley & Sons Ltd.
PY - 2022/7
Y1 - 2022/7
N2 - Background: COVID-19 disease progression is characterized by hyperinflammation and risk stratification may aid in early aggressive treatment and advanced planning. The aim of this study was to assess whether suPAR and other markers measured at hospital admission can predict the severity of COVID-19. Methods: The primary outcome measure in this international, multi-centre, prospective, observational study with adult patients hospitalized primarily for COVID-19 was the association of WHO Clinical Progression Scale (WHO-CPS) with suPAR, ferritin, CRP, albumin, LDH, eGFR, age, procalcitonin, and interleukin-6. Admission plasma suPAR levels were determined using the suPARnostic
® ELISA and suPARnostic
® Turbilatex assays. Results: Seven hundred and sixty-seven patients, 440 (57.4%) males and 327 (42.6%) females, were included with a median age of 64 years. Log-suPAR levels significantly correlated with WHO-CPS score, with each doubling of suPAR increasing the score by one point (p <.001). All the other markers were also correlated with WHO-CPS score. Admission suPAR levels were significantly lower in survivors (7.10 vs. 9.63, 95% CI 1.47–3.59, p <.001). A linear model (SALGA) including suPAR, serum albumin, serum lactate dehydrogenase, eGFR, and age can best estimate the WHO-CPS score and survival. Combining all five parameters in the SALGA model can improve the accuracy of discrimination with an AUC of 0.80 (95% CI: 0.759–0.836). Conclusions: suPAR levels significantly correlated with WHO-CPS score, with each doubling of suPAR increasing the score by one point. The SALGA model may serve as a quick tool for predicting disease severity and survival at admission.
AB - Background: COVID-19 disease progression is characterized by hyperinflammation and risk stratification may aid in early aggressive treatment and advanced planning. The aim of this study was to assess whether suPAR and other markers measured at hospital admission can predict the severity of COVID-19. Methods: The primary outcome measure in this international, multi-centre, prospective, observational study with adult patients hospitalized primarily for COVID-19 was the association of WHO Clinical Progression Scale (WHO-CPS) with suPAR, ferritin, CRP, albumin, LDH, eGFR, age, procalcitonin, and interleukin-6. Admission plasma suPAR levels were determined using the suPARnostic
® ELISA and suPARnostic
® Turbilatex assays. Results: Seven hundred and sixty-seven patients, 440 (57.4%) males and 327 (42.6%) females, were included with a median age of 64 years. Log-suPAR levels significantly correlated with WHO-CPS score, with each doubling of suPAR increasing the score by one point (p <.001). All the other markers were also correlated with WHO-CPS score. Admission suPAR levels were significantly lower in survivors (7.10 vs. 9.63, 95% CI 1.47–3.59, p <.001). A linear model (SALGA) including suPAR, serum albumin, serum lactate dehydrogenase, eGFR, and age can best estimate the WHO-CPS score and survival. Combining all five parameters in the SALGA model can improve the accuracy of discrimination with an AUC of 0.80 (95% CI: 0.759–0.836). Conclusions: suPAR levels significantly correlated with WHO-CPS score, with each doubling of suPAR increasing the score by one point. The SALGA model may serve as a quick tool for predicting disease severity and survival at admission.
KW - COVID-19
KW - outcome
KW - suPAR
KW - WHO Clinical Progression Scale
KW - Prognosis
KW - Prospective Studies
KW - Humans
KW - Middle Aged
KW - Male
KW - Receptors, Urokinase Plasminogen Activator
KW - Hospitals
KW - Biomarkers
KW - Adult
KW - Female
UR - http://www.scopus.com/inward/record.url?scp=85129357877&partnerID=8YFLogxK
U2 - 10.1111/eci.13794
DO - 10.1111/eci.13794
M3 - Journal article
C2 - 35435245
SN - 0014-2972
VL - 52
SP - 1
EP - 9
JO - European Journal of Clinical Investigation
JF - European Journal of Clinical Investigation
IS - 7
M1 - e13794
ER -