Back to Search Start Over

Chest CT in COVID-19 at the ED: Validation of the COVID-19 Reporting and Data System (CO-RADS) and CT severity score

Authors :
Arthur W.E. Lieveld
Bernd P. Teunissen
Ruud S. Kootte
Peter M. van de Ven
Sabine F.B. van der Horst
Rutger M. van Haaften
Kaoutar Azijli
Carlijn de Gans
Inge A.H. van den Berk
Prabath W. B. Nanayakkara
Source :
Chest
Publication Year :
2020
Publisher :
Published by Elsevier Inc under license from the American College of Chest Physicians., 2020.

Abstract

Background: CT is thought to play a key role in coronavirus disease 2019 (COVID-19) diagnostic workup. The possibility of comparing data across different settings depends on the systematic and reproducible manner in which the scans are analyzed and reported. The COVID-19 Reporting and Data System (CO-RADS) and the corresponding CT severity score (CTSS) introduced by the Radiological Society of the Netherlands (NVvR) attempt to do so. However, this system has not been externally validated. Research Question: We aimed to prospectively validate the CO-RADS as a COVID-19 diagnostic tool at the ED and to evaluate whether the CTSS is associated with prognosis. Study Design and Methods: We conducted a prospective, observational study in two tertiary centers in The Netherlands, between March 19 and May 28, 2020. We consecutively included 741 adult patients at the ED with suspected COVID-19, who received a chest CT and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) PCR (PCR). Diagnostic accuracy measures were calculated for CO-RADS, using PCR as reference. Logistic regression was performed for CTSS in relation to hospital admission, ICU admission, and 30-day mortality. Results: Seven hundred forty-one patients were included. We found an area under the curve (AUC) of 0.91 (CI, 0.89-0.94) for CO-RADS using PCR as reference. The optimal CO-RADS cutoff was 4, with a sensitivity of 89.4% (CI, 84.7-93.0) and specificity of 87.2% (CI, 83.9-89.9). We found a significant association between CTSS and hospital admission, ICU admission, and 30-day mortality; adjusted ORs per point increase in CTSS were 1.19 (CI, 1.09-1.28), 1.23 (1.15-1.32), 1.14 (1.07-1.22), respectively. Intraclass correlation coefficients for CO-RADS and CTSS were 0.94 (0.91-0.96) and 0.82 (0.70-0.90). Interpretation: Our findings support the use of CO-RADS and CTSS in triage, diagnosis, and management decisions for patients presenting with possible COVID-19 at the ED.

Subjects

Subjects :
Male
PLR, positive likelihood ratio
Intraclass correlation
Chest ct
Critical Care and Intensive Care Medicine
Logistic regression
Severity of Illness Index
CUSUM, cumulative sum control chart
AUC, area under the curve
Patient Admission
0302 clinical medicine
PCR, polymerase chain reaction
ED, Emergency department
030212 general & internal medicine
Netherlands
Original Research
LDH, lactate dehydrogenase
Area under the curve
CO-RADS, COVID-19 Reporting and Data System
Middle Aged
Prognosis
Radiology Information Systems
NLR, negative likelihood ratio
NPV, negative predictive value
Evaluation Studies as Topic
Research Design
Radiological weapon
Emergency Medicine
CT, Computed tomography
Female
Emergency Service, Hospital
Cardiology and Cardiovascular Medicine
VUmc, Vrije Universiteit medical center
CT
Pulmonary and Respiratory Medicine
MDT, multidisciplinary team of experts
medicine.medical_specialty
Coronavirus disease 2019 (COVID-19)
Clinical Decision-Making
Pneumonia, Viral
CTSS, Computed tomography severity score
WHO, World Health Organization
03 medical and health sciences
Internal medicine
ICU, Intensive Care Unit
medicine
AUROC, area under the receiver operating characteristic curve
Humans
pneumonia
FMS, Dutch Federation of Medical Specialists
Mortality
ICC, intra-class correlation coefficient
IQR, interquartile range
SARS-CoV-2
business.industry
COVID-19
RSNA, Radiological Society of North America
Triage
PPV, positive predictive value
ROC, receiver operating characteristic
CI, confidence interval
OR, odds ratio
CIE, change in estimate
030228 respiratory system
COPD, chronic obstructive pulmonary disease
Observational study
CXR, chest radiograph
Tomography, X-Ray Computed
business
SD, standard deviation
NVvR, Radiological Society of the Netherlands

Details

Language :
English
ISSN :
19313543 and 00123692
Database :
OpenAIRE
Journal :
Chest
Accession number :
edsair.doi.dedup.....1744bcc648e62b04eaefb6cd137bf646