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Radiographic Assessment of Lung Edema (RALE) Scores are Highly Reproducible and Prognostic of Clinical Outcomes for Inpatients with COVID-19.

Authors :
Al-Yousif N
Komanduri S
Qurashi H
Korzhuk A
Lawal HO
Abourizk N
Schaefer C
Mitchell KJ
Dietz CM
Hughes EK
Brandt CS
Fitzgerald GM
Joyce R
Chaudhry AS
Kotok D
Rivera JD
Kim AI
Shettigar S
Lavina A
Girard CE
Gillenwater SR
Hadeh A
Bain W
Shah FA
Bittner M
Lu M
Prendergast N
Evankovich J
Golubykh K
Ramesh N
Jacobs JJ
Kessinger C
Methé B
Lee JS
Morris A
McVerry BJ
Kitsios GD
Source :
MedRxiv : the preprint server for health sciences [medRxiv] 2022 Jun 14. Date of Electronic Publication: 2022 Jun 14.
Publication Year :
2022

Abstract

Introduction: Chest imaging is necessary for diagnosis of COVID-19 pneumonia, but current risk stratification tools do not consider radiographic severity. We quantified radiographic heterogeneity among inpatients with COVID-19 with the Radiographic Assessment of Lung Edema (RALE) score on Chest X-rays (CXRs).<br />Methods: We performed independent RALE scoring by ≥2 reviewers on baseline CXRs from 425 inpatients with COVID-19 (discovery dataset), we recorded clinical variables and outcomes, and measured plasma host-response biomarkers and SARS-CoV-2 RNA load from subjects with available biospecimens.<br />Results: We found excellent inter-rater agreement for RALE scores (intraclass correlation co-efficient=0.93). The required level of respiratory support at the time of baseline CXRs (supplemental oxygen or non-invasive ventilation [n=178]; invasive-mechanical ventilation [n=234], extracorporeal membrane oxygenation [n=13]) was significantly associated with RALE scores (median [interquartile range]: 20.0[14.1-26.7], 26.0[20.5-34.0] and 44.5[34.5-48.0], respectively, p<0.0001). Among invasively-ventilated patients, RALE scores were significantly associated with worse respiratory mechanics (plateau and driving pressure) and gas exchange metrics (PaO2/FiO2 and ventilatory ratio), as well as higher plasma levels of IL-6, sRAGE and TNFR1 levels (p<0.05). RALE scores were independently associated with 90-day survival in a multivariate Cox proportional hazards model (adjusted hazard ratio 1.04[1.02-1.07], p=0.002). We validated significant associations of RALE scores with baseline severity and mortality in an independent dataset of 415 COVID-19 inpatients.<br />Conclusion: Reproducible assessment of radiographic severity revealed significant associations with clinical and physiologic severity, host-response biomarkers and clinical outcome in COVID-19 pneumonia. Incorporation of radiographic severity assessments may provide prognostic and treatment allocation guidance in patients hospitalized with COVID-19.

Details

Language :
English
Database :
MEDLINE
Journal :
MedRxiv : the preprint server for health sciences
Accession number :
35734089
Full Text :
https://doi.org/10.1101/2022.06.10.22276249