Clinical Trials Logo

Clinical Trial Summary

The high incidence of barotrauma in patients with COVID-19-related acute respiratory distress syndrome (ARDS) (16.1%, with a mortality rate >60%) provides rationale for considering COVID-19 ARDS a paradigm for lung frailty. The investigators recently discovered that the Macklin effect is an impressive radiological predictor of barotrauma in COVID-19 ARDS. Since lung frailty is a major issue also in non-COVID-19 ARDS (6% barotrauma, with a mortality rate of 46% ) the investigators want to confirm the importance of Macklin effect in non-COVID-19 ARDS. Using artificial intelligence-based approaches the investigators also want to identify imaging biomarkers to non-invasively assess lung frailty in a mixed cohort of COVID-19/non-COVID-19 ARDS patients. Furthermore, the investigators want to prospectively validate these biomarkers in a cohort of ARDS patients. This will provide a therapeutic algorithm for ARDS patients at high-risk for barotrauma, identifying those most likely to benefit from hyper protective strategies.


Clinical Trial Description

Development of barotrauma, spanning from asymptomatic air leakage within lung parenchyma to life-threatening conditions such as tension pneumothorax, is frequent in acute respiratory distress syndrome (ARDS), with a difficult, non-standardized management, resulting in high mortality rates (greater than 60% in coronavirus disease 2019 [COVID-19] ARDS patients, around 46% in non-COVID-19 ARDS patients). Of note, barotrauma occurs also in spontaneously breathing patients with COVID-19 ARDS. Frailty of lung parenchyma represents indeed a major issue in ARDS. In addition, in high-risk patients, mechanical ventilation may exacerbate pulmonary damage (ventilator-induced lung injury) and potentially induce barotrauma despite use of protective mechanical ventilation. Early assessment of lung frailty could therefore allows early risk stratification in terms of barotrauma susceptibility amongst ARDS patients, providing rationale for the deployment of lung protective management strategies in those at high-risk for barotrauma. Macklin effect, firstly intended to allow proper differentiation between respiratory and other causes of air leakage in the mediastinum (such as tracheobronchial/oesophageal injury), has been recently proved by our group to be a consistent, very accurate radiological predictor of barotrauma development in COVID-19 ARDS patients (sensitivity: 89.2%; specificity: 95.6%), anticipating by 12 days the occurrence of clinically overt barotrauma. These results have been confirmed, and even improved by multicentre findings, which report, on a large cohort of COVID-19 patients (almost 700), an impressive, almost perfect overall accuracy (99.8%) of the Macklin effect in predicting barotrauma development. Furthermore, data from our group suggest that early application of awake veno/venous extracorporeal membrane oxygenation (ECMO) without invasive mechanical ventilation in COVID-19 severe ARDS patients at high-risk for barotrauma (those with Macklin effect on chest CT imaging) is feasible and may result in no barotrauma events and low intubation rate. In this respect, confirmation of Macklin effect role and identification of further, novel quantitative imaging biomarkers could unveil biological bases of lung frailty in course of ARDS and provide instruments for early risk stratification before barotrauma occurrence. Our group also implemented original in-house facilities consisting of densitometry, machine learning and artificial intelligence-based approaches to assess lung composition in COVID-19 patients throughout a fully automated workflow; recently, the investigators highlighted the outstanding clinical significance of this methodological approach in predicting patients' prognosis, as well as its great reproducibility. Preliminary, yet unpublished findings suggest that lung frailty has a specific densitometric signature, being a possible marker for hyper protective management strategies; few, highly robust radiomic features seem to corroborate the same result. Accordingly, the driving hypotheses of this retrospective/prospective study are that, irrespective of COVID-19 status, in ARDS patients, i) lung frailty has a specific pattern of imaging biomarkers, and that ii) a more accurate selection of patients could limit the problem of barotrauma associated with mechanical ventilation. ;


Study Design


Related Conditions & MeSH terms


NCT number NCT05816954
Study type Observational
Source Università Vita-Salute San Raffaele
Contact Diego Palumbo, MD
Phone +39022643
Email palumbo.diego@hsr.it
Status Recruiting
Phase
Start date August 30, 2023
Completion date July 31, 2027

See also
  Status Clinical Trial Phase
Completed NCT04384445 - Zofin (Organicell Flow) for Patients With COVID-19 Phase 1/Phase 2
Recruiting NCT05535543 - Change in the Phase III Slope of the Volumetric Capnography by Prone Positioning in Acute Respiratory Distress Syndrome
Completed NCT04695392 - Restore Resilience in Critically Ill Children N/A
Terminated NCT04972318 - Two Different Ventilatory Strategies in Acute Respiratory Distress Syndrome Due to Community-acquired Pneumonia N/A
Completed NCT04534569 - Expert Panel Statement for the Respiratory Management of COVID-19 Related Acute Respiratory Failure (C-ARF)
Completed NCT04078984 - Driving Pressure as a Predictor of Mechanical Ventilation Weaning Time on Post-ARDS Patients in Pressure Support Ventilation.
Completed NCT04451291 - Study of Decidual Stromal Cells to Treat COVID-19 Respiratory Failure N/A
Not yet recruiting NCT06254313 - The Role of Cxcr4Hi neutrOPhils in InflueNza
Not yet recruiting NCT04798716 - The Use of Exosomes for the Treatment of Acute Respiratory Distress Syndrome or Novel Coronavirus Pneumonia Caused by COVID-19 Phase 1/Phase 2
Withdrawn NCT04909879 - Study of Allogeneic Adipose-Derived Mesenchymal Stem Cells for Non-COVID-19 Acute Respiratory Distress Syndrome Phase 2
Not yet recruiting NCT02881385 - Effects on Respiratory Patterns and Patient-ventilator Synchrony Using Pressure Support Ventilation N/A
Terminated NCT02867228 - Noninvasive Estimation of Work of Breathing N/A
Completed NCT02545621 - A Role for RAGE/TXNIP/Inflammasome Axis in Alveolar Macrophage Activation During ARDS (RIAMA): a Proof-of-concept Clinical Study
Completed NCT02232841 - Electrical Impedance Imaging of Patients on Mechanical Ventilation N/A
Withdrawn NCT02253667 - Palliative Use of High-flow Oxygen Nasal Cannula in End-of-life Lung Disease Patients N/A
Withdrawn NCT01927237 - Pulmonary Vascular Effects of Respiratory Rate & Carbon Dioxide N/A
Completed NCT01504893 - Very Low Tidal Volume vs Conventional Ventilatory Strategy for One-lung Ventilation in Thoracic Anesthesia N/A
Completed NCT02889770 - Dead Space Monitoring With Volumetric Capnography in ARDS Patients N/A
Completed NCT02814994 - Respiratory System Compliance Guided VT in Moderate to Severe ARDS Patients N/A
Completed NCT01680783 - Non-Invasive Ventilation Via a Helmet Device for Patients Respiratory Failure N/A