Laboratory Biomarkers and Pulmonary Interstitial Emphysema in ARDS (PIE-ARDS)
Study Details
Study Description
Brief Summary
Barotrauma (pneumothorax, pneumomediastinum) is a well-described complication of Acute Respiratory Distress Syndrome (ARDS), especially in patients with coronavirus disease 2019 (COVID-19) (16.1% in COVID-19, and about 6% in non-COVID-19 ARDS). Macklin effect was recently discovered by our group as an accurate radiological predictor of barotrauma in COVID-19 ARDS; the Investigators also found that density histograms automatically extracted from chest CT images provide a reliable insight into lung composition
. Since lung frailty is a major issue also in non-COVID-19 ARDS, the Investigators want to confirm the predictive role of Macklin effect also in this setting. In addition, the Investigators aim to explore inflammatory profiling to decipher different biological aspects of the same clinical issue. Finally, the Investigators want to develop a specific management algorithm for patients diagnosed, according to our findings, with a specific ARDS sub phenotype characterized by increased lung frailty
| Condition or Disease | Intervention/Treatment | Phase |
|---|---|---|
|
Detailed Description
Barotrauma occurs frequently in acute respiratory distress syndrome (ARDS), and has a difficult, non-standardized management. Unfortunately, mortality rates remain high (> 60% in COVID-19 ARDS, around 46% in non-COVID-19 ARDS). Interestingly, data from COVID-19 patients suggested that barotrauma may occur also in spontaneously breathing patients with ARDS. Accordingly, frailty of lung parenchyma represents a major issue in ARDS. Protective mechanical ventilation (i.e. ventilation with low tidal volume and low airway pressures) remains a cornerstone of supportive management of ARDS. Unfortunately, mechanical ventilation may worsen pulmonary damage (ventilator-induced lung injury) and, in high-risk patients, may induce barotrauma even when ventilator settings are maintained within the "safe" limit of protective ARDS. Early identification of high-risk features could therefore allow clinicians to individualize management of high-risk patients, by tailoring respiratory support and potentially select candidates for advanced support (i.e. extracorporeal membrane oxygenation) before development of overt barotrauma.
Macklin effect is a well-described radiological sign originally intended to differentiate between "peripheral" (distal airway rupture, "respiratory" barotrauma) and "central" (lesion to large airways/esophaegal injury) causes of air leakage in the mediastinum. However, the Investigators recently identified Macklin effect as a strong radiological predictor of barotrauma development in mechanically ventilated COVID-19 ARDS patients (sensitivity: 89.2%; specificity: 95.6%). In our cohort, radiologically-detected Macklin effect was identified 8-12 days before development of pneumomediastinum/pneumothorax. These preliminary results have been confirmed in a subsequent multicenter study (sample size 697 patients; sensitivity: 100%; specificity: 99.8%).
Furthermore, preliminary data suggest that early application of awake veno/venous extracorporeal membrane oxygenation (ECMO) before invasive mechanical ventilation in COVID-19 patients with severe ARDS and at high-risk for barotrauma (defined as presence of Macklin effect on chest CT imaging) might result in no barotrauma events with a low intubation rate.
Concurrently, a hyper inflammatory sub phenotype has been associated with overall worse outcome both in terms of mortality and ventilator-free days in ARDS. Moreover, the occurrence of lung injury during mechanical ventilation has been proven to be significantly related to the recruitment of mast cells via CXCL10/CXCR3 signaling .
In this view, confirmation of Macklin effect predictive role and identification of further, novel laboratory biomarkers could provide instruments for early risk stratification in ARDS patients.
Taken together, i) quantitative imaging analysis and ii) systemic inflammatory profiling could decipher different biological aspects of the same clinical issue, possibly laying foundation for the definition of a multimodality signature of lung frailty in ARDS patients..
Accordingly, the driving hypotheses of this retrospective/prospective study is that identification of a novel ARDS sub phenotype characterized, irrespective of the underlying etiology, by increased lung frailty could substantially improve the poor prognosis routinely associated with this condition, possibly being a landmark for personalized management strategies.
To further validate the role of Macklin effect, the Investigators will:
-
evaluate the accuracy of Macklin effect in a retrospective cohort of 350 ARDS patients (COVID-19 and non-COVID-19)
-
identify, throughout densitometry, machine learning and artificial intelligence-based approaches, novel imaging biomarkers characteristics of higher lung frailty in the same cohort.
In the main prospective study, the Investigators will:
-
analyse the following biomarkers in the serum and bronchoalveolar lavage fluid of 100 ARDS patients prospectively enrolled: Interleukin-8 (IL-8), Interleukin (IL)-6, IL-1Ra, IL-18, interferon (IFN ), Angiopoietin-2 (Ang-2), Tumour Necrosis Factor receptor-1 (TNFr1), Plasminogen Activator Inhibitor-1(PAI-1), Receptor for Advanced Glycation Endproducts (RAGE), Intercellular adhesion molecule-1 (ICAM-1), Surfactant Protein D (SPD), protein C, Von Willebrand Factor (VWF), CXCL10/CXCR3, and metalloproteases (MMP9, MMP10).
-
Develop a specific management algorithm for ARDS patients at high risk for barotrauma by collecting clinical and outcome data from 10 ARDS patients receiving unconventional management (e.g. awake ECMO, ultraprotective ventilation, etc)
Study Design
Arms and Interventions
| Arm | Intervention/Treatment |
|---|---|
| Acute Respiratory Distress Syndrome Patients with ARDS requiring or not requiring invasive ventilation |
Diagnostic Test: Blood and bronchoalveolar fluid collection and analysis
Blood and bronchoalveolar lavage fluid will be collected within 12 hours after intubation. Blood samples will be centrifuged, and the serum immediately stored at less than 70° C. The following biomarkers will be analysed in the serum and bronchoalveolar lavage fluid: Interleukin-8 (IL-8), Interleukin (IL)-6, IL-1Ra, IL-18, interferon (IFN ), Angiopoietin-2 (Ang-2), Tumour Necrosis Factor receptor-1 (TNFr1), Plasminogen Activator Inhibitor-1(PAI-1), Receptor for Advanced Glycation Endproducts (RAGE), Intercellular adhesion molecule-1 (ICAM-1), Surfactant Protein D (SPD), protein C, Von Willebrand Factor (VWF), CXCL10/CXCR3, and metalloproteases (MMP9, MMP10). Blood samples obtained from the patients will be placed in specimen tubes containing heparin, centrifuged at 1500 G for 10 minutes, and then the plasma will be aspirated and stored at -70° C. Bronchoalveolar lavage fluid will be centrifuged at 1500 G for 10 minutes to remove cellular contents and stored at -70° C.
Diagnostic Test: Chest CT scan
Computed Tomography Scan per normal clinical practice
|
Outcome Measures
Primary Outcome Measures
- Rate of clinically relevant barotrauma [30 days or until hospital discharge. Specifically, from date of basal CT scan until the date of first radiologically documented barotrauma]
Barotrauma is diagnosed only in the case of clear radiological evidence (free air at chest X-ray and/or chest CT scan). Rate of barotrauma will be compared between patients with an hyperinflammatory pattern as compared with control.
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Clinical and radiological signs of ARDS, according to Berlin criteria, requiring ICU admission;
-
Obtain duly signed informed consent
-
Availability of at least one chest CT scan during hospital stay
Exclusion Criteria:
• Poor quality imaging (because of motion/respiratory artefacts).
Contacts and Locations
Locations
| Site | City | State | Country | Postal Code | |
|---|---|---|---|---|---|
| 1 | A.O.U. di Cagliari | Cagliari | Italy | ||
| 2 | IRCCS San Raffaele Scientific Institute | Milan | Italy | 20132 | |
| 3 | A.O.U. Pisana | Pisa | Italy | ||
| 4 | Ospedale San Carlo | Potenza | Italy |
Sponsors and Collaborators
- Università Vita-Salute San Raffaele
Investigators
None specified.Study Documents (Full-Text)
None provided.More Information
Publications
- Belletti A, Pallanch O, Bonizzoni MA, Guidi L, De Cobelli F, Landoni G, Zangrillo A, De Bonis M, Palumbo D. Clinical use of Macklin-like radiological sign (Macklin effect): A systematic review. Respir Med. 2023 Apr-May;210:107178. doi: 10.1016/j.rmed.2023.107178. Epub 2023 Feb 28.
- Maccarrone V, Liou C, D'souza B, Salvatore MM, Leb J, Belletti A, Palumbo D, Landoni G, Capaccione KM. The Macklin effect closely correlates with pneumomediastinum in acutely ill intubated patients with COVID-19 infection. Clin Imaging. 2023 May;97:50-54. doi: 10.1016/j.clinimag.2023.03.003. Epub 2023 Mar 4.
- Murayama S, Gibo S. Spontaneous pneumomediastinum and Macklin effect: Overview and appearance on computed tomography. World J Radiol. 2014 Nov 28;6(11):850-4. doi: 10.4329/wjr.v6.i11.850.
- Palumbo D, Zangrillo A, Belletti A, Guazzarotti G, Calvi MR, Guzzo F, Pennella R, Monti G, Gritti C, Marmiere M, Rocchi M, Colombo S, Valsecchi D, Scandroglio AM, Dagna L, Rovere-Querini P, Tresoldi M, Landoni G, De Cobelli F; COVID-BioB Study Group. A radiological predictor for pneumomediastinum/pneumothorax in COVID-19 ARDS patients. J Crit Care. 2021 Dec;66:14-19. doi: 10.1016/j.jcrc.2021.07.022. Epub 2021 Aug 12.
- Paternoster G, Bertini P, Belletti A, Landoni G, Gallotta S, Palumbo D, Isirdi A, Guarracino F. Venovenous Extracorporeal Membrane Oxygenation in Awake Non-Intubated Patients With COVID-19 ARDS at High Risk for Barotrauma. J Cardiothorac Vasc Anesth. 2022 Aug;36(8 Pt B):2975-2982. doi: 10.1053/j.jvca.2022.03.011. Epub 2022 Mar 17.
- PNRR-MAD-2022-12376