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1.
BMJ Open ; 13(1): e066626, 2023 01 12.
Article in English | MEDLINE | ID: covidwho-2193797

ABSTRACT

OBJECTIVES: To reliably quantify the radiographic severity of COVID-19 pneumonia with the Radiographic Assessment of Lung Edema (RALE) score on clinical chest X-rays among inpatients and examine the prognostic value of baseline RALE scores on COVID-19 clinical outcomes. SETTING: Hospitalised patients with COVID-19 in dedicated wards and intensive care units from two different hospital systems. PARTICIPANTS: 425 patients with COVID-19 in a discovery data set and 415 patients in a validation data set. PRIMARY AND SECONDARY OUTCOMES: We measured inter-rater reliability for RALE score annotations by different reviewers and examined for associations of consensus RALE scores with the level of respiratory support, demographics, physiologic variables, applied therapies, plasma host-response biomarkers, SARS-CoV-2 RNA load and clinical outcomes. RESULTS: Inter-rater agreement for RALE scores improved from fair to excellent following reviewer training and feedback (intraclass correlation coefficient of 0.85 vs 0.93, respectively). In the discovery cohort, the required level of respiratory support at the time of CXR acquisition (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 (IQR): 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, soluble receptor of advanced glycation end-products and soluble tumour necrosis factor receptor 1 (p<0.05). RALE scores were independently associated with 90-day survival in a multivariate Cox proportional hazards model (adjusted HR 1.04 (1.02-1.07), p=0.002). We replicated the significant associations of RALE scores with baseline disease severity and mortality in the independent validation data set. CONCLUSIONS: With a reproducible method to measure radiographic severity in COVID-19, we found significant associations with clinical and physiologic severity, host inflammation and clinical outcomes. The incorporation of radiographic severity assessments in clinical decision-making may provide important guidance for prognostication and treatment allocation in COVID-19.


Subject(s)
COVID-19 , Pulmonary Edema , Humans , COVID-19/diagnostic imaging , Prognosis , SARS-CoV-2 , Inpatients , Reproducibility of Results , RNA, Viral , Respiratory Sounds , Pulmonary Edema/diagnostic imaging , Cohort Studies , Lung/diagnostic imaging , Edema , Respiration, Artificial
2.
Respir Care ; 67(7): 871-878, 2022 07.
Article in English | MEDLINE | ID: covidwho-1818482

ABSTRACT

BACKGROUND: Severity of radiographic abnormalities on chest radiograph in subjects with COVID-19 has been shown to be associated with worse outcomes, but studies are limited by different scoring systems, sample size, subject age, and study duration. Data regarding the longitudinal evolution of radiographic abnormalities and its association with outcomes are scarce. We sought to evaluate these questions using a well-validated scoring system (the Radiographic Assessment of Lung Edema [RALE] score) using data over 6 months from a large, multihospital health care system. METHODS: We collected clinical and demographic data and quantified radiographic edema on chest radiograph obtained in the emergency department (ED) as well as on days 1-2 and 3-5 (in those admitted) in subjects with a nasopharyngeal swab positive for SARS-CoV-2 by polymerase chain reaction (PCR) visiting the ED for coronavirus disease 2019 (COVID)-19-related complaints between March-September 2020. We examined the association of baseline and longitudinal evolution of radiographic edema with severity of hypoxemia and clinical outcomes. RESULTS: Eight hundred and seventy subjects were included (median age 53.6; 50.8% female). Inter-rate agreement for RALE scores was excellent (interclass correlation coefficient 0.84 [95% CI 0.82-0.87], P < .001). RALE scores correlated with hypoxemia as quantified by SpO2 /FIO2 (r = -0.42, P < .001). Admitted subjects had higher RALE scores than those discharged (6 [2-11] vs 0 [0-3], P < .001). An increase of RALE score ≥ 4 was associated with worse 30-d survival (P = .006). Larger increases in the RALE score were associated with worse survival. CONCLUSIONS: The RALE score was reproducible and easily implementable in adult subjects presenting to the ED with COVID-19. Its association with physiologic parameters and outcomes at baseline and longitudinally makes it a readily available tool for prognostication and early ICU triage, particularly in patients with worsening radiographic edema.


Subject(s)
COVID-19 , Pulmonary Edema , Adult , Emergency Service, Hospital , Female , Humans , Hypoxia , Male , Middle Aged , Respiratory Sounds , Retrospective Studies , SARS-CoV-2 , Severity of Illness Index
4.
Am J Hosp Palliat Care ; 38(3): 300-304, 2021 Mar.
Article in English | MEDLINE | ID: covidwho-934211

ABSTRACT

The COVID-19 pandemic created a global health emergency that has changed the practice of medicine and has shown the need for palliative care as an essential element of hospital care. In our small South Florida hospital, a palliative care service was created to support the frontline caregivers. Thanks to the hospital support, our team was formed rapidly. It consisted of 3 advanced care practitioners, a pulmonary physician with palliative care experience and the cooperation of community resources such as hospice and religious support. We were able to support patients and their families facilitating communication as visitation was not allowed. We also addressed goals of care, providing comfort care transition when appropriate, and facilitating allocation of scarce resources to patients who were most likely to benefit from them. With this article we describe a simplified framework to replicate the creation of a Palliative Care Team for other hospitals that are experiencing this need.


Subject(s)
COVID-19/epidemiology , Hospital Administration , Palliative Care/organization & administration , Patient Care Team/organization & administration , Communication , Family/psychology , Health Care Rationing/organization & administration , Humans , Pandemics , Patient Care Planning/organization & administration , Patient Comfort/organization & administration , SARS-CoV-2
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