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Acute Respiratory Distress SyndromePIE-ARDSNCT06001645

Laboratory Biomarkers and Pulmonary Interstitial Emphysema in ARDS (PIE-ARDS)

An observational study of Acute Respiratory Distress Syndrome and Barotrauma, run by Università Vita-Salute San Raffaele at 4 sites in Italy.

Recruiting

Looking for participants now. Contact the study team or a site below to ask about taking part.

Sites and contacts
Official record
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Trial 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). Read more about this study

Who is it for?
Ages 18 years and older
What is being tested?
Blood and bronchoalveolar fluid collection and analysis and Chest CT scan
How many people
110 participants
Where
4 sitesItaly
Study dates
27 Nov 2023to Jul 2027
Phase
Observational
Are there results?
Not yet: the study is under way

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 years and older
  • All sexes
  • No healthy volunteers
  • Adult, Older adult

Study population: Patients with ARDS diagnosis will be enrolled. With the exception of blood and BAL samples collection, all patients enrolled in the prospective cohort will follow their normal course of diagnosis/treatment without any further requirements for the scope of this study other than those provided in the normal management of patients with this condition. Furthermore, any decision regarding drug or procedure will be made by the physician based on her/his clinical judgment, independently from the decision to include the patient in this study. No follow-up medical and/or imaging examinations/laboratory analysis after hospital discharge are needed by the present study design.

Who may be able to join

  • 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

Who cannot join

  • Poor quality imaging (because of motion/respiratory artefacts).

Trial locations and contacts

4 sites in 1 country. Contact the study team or a site near you to ask about taking part.

Italy4 sites, 4 recruiting
  • A.O.U. di Cagliari

    Cagliari

    Gabriele Finco, MD

    Not yet recruiting
  • IRCCS San Raffaele Scientific Institute

    Milan, 20132

    Diego Palumbo, MD, 0039022643 ext. 6151, palumbo.diego@hsr.it

    Alessandro Belletti, MD, 0039022643 ext. 6151, belletti.alessandro@hsr.it

    Recruiting
  • A.O.U. Pisana

    Pisa

    Fabio Guarracino, MD

    Not yet recruiting
  • Ospedale San Carlo

    Potenza

    Gianluca Paternoster, MD

    Not yet recruiting

Other trials in Italy

About this study

Official title: Pulmonary Interstitial Emphysema (Macklin Effect), Quantitative Imaging Analysis and CytoKine Profiling to Predict Lung Frailty IN ARDS

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

Read the 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)
Being tested
Blood and bronchoalveolar fluid collection and analysis, Chest CT scan
Keywords
Acute Respiratory Distress Syndrome, Mechanical Ventilation, Intensive Care, Respiratory Failure, Pneumothorax, Macklin effect
Medical subject headings
Respiratory Distress Syndrome, Barotrauma, Respiratory Insufficiency, Pneumothorax

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Blood and bronchoalveolar fluid collection and analysisDiagnostic test

    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.

  • Chest CT scanDiagnostic test

    Computed Tomography Scan per normal clinical practice

Study groups in NCT06001645
Study groupRoleWhat they receive
Acute Respiratory Distress SyndromePatients with ARDS requiring or not requiring invasive ventilation
Receives: Diagnostic Test: Blood and bronchoalveolar fluid collection and analysis; Diagnostic Test: Chest CT scan

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Rate of clinically relevant 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.

    Measured: 30 days or until hospital discharge. Specifically, from date of basal CT scan until the date of first radiologically documented barotrauma

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted21 Aug 2023
  2. Study start27 Nov 2023
  3. Primary completionApr 2027 (estimated)
  4. Study completionJul 2027 (estimated)

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Observational
Observational model
Case-control
Time perspective
Prospective
Enrolment
110 participants (estimated)
IDs, dates and publications
ClinicalTrials.gov ID
NCT06001645
Sponsor's protocol ID
PNRR-MAD-2022-12376
Acronym
PIE-ARDS
Status last verified
Aug 2025
First submitted
31 Jul 2023
Last updated
12 Aug 2025
Results posted
No
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
No

Publications

  • 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.

    PubMed 25431639
  • 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.

    PubMed 34392131
  • 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.

    PubMed 36863617
  • 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.

    PubMed 35537972
  • 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.

    PubMed 36889115
  • Guarracino F, Baldassarri R, Brizzi G, Isirdi A, Landoni G, Marmiere M, Belletti A. Awake Venovenous Extracorporeal Membrane Oxygenation in the Intensive Care Unit: Challenges and Emerging Concepts. J Cardiothorac Vasc Anesth. 2025 Apr;39(4):1004-1014. doi: 10.1053/j.jvca.2024.12.045. Epub 2025 Jan 9.

    PubMed 39843275
  • Belletti A, D'Andria Ursoleo J, Piazza E, Mongardini E, Paternoster G, Guarracino F, Palumbo D, Monti G, Marmiere M, Calabro MG, Landoni G, Zangrillo A. Extracorporeal membrane oxygenation for prevention of barotrauma in patients with respiratory failure: A scoping review. Artif Organs. 2025 Feb;49(2):183-195. doi: 10.1111/aor.14864. Epub 2024 Sep 21.

    PubMed 39305092

Questions about this trial

What is this clinical trial studying?

An observational study of Acute Respiratory Distress Syndrome and Barotrauma, run by Università Vita-Salute San Raffaele at 4 sites in Italy.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 3 inclusion and 1 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: looking for participants now, as of the sponsor's last update on 12 Aug 2025. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 4 sites in Italy. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

This study is still under way. Results are not available in the source record yet.

How can a doctor refer a patient or contact the research team?

Each site lists its own contact: choose the nearest one under Trial locations. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Rate of clinically relevant barotrauma (time frame: 30 days or until hospital discharge. Specifically, from date of basal CT scan until the date of first radiologically documented barotrauma). It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT06001645, which also lists 7 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 12 Aug 2025.

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