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NCT Number: NCT07245888

ClusterVAP: Multicentre Proteomic Endotyping of Ventilator-associated Pneumonia

Ventilator-associated pneumonia (VAP) is a common and serious infection in patients receiving mechanical ventilation in intensive care units. Current diagnostic methods are imprecise, leading to unnecessary antibiotic use and delayed treatment. The ClusterVAP study aims to identify biologically and clinically distinct subgroups of patients with suspected VAP by analyzing proteins in bronchoalveolar lavage (BAL) fluid using advanced proteomic techniques. This multicentre observational study will enroll approximately 400 adult patients from intensive care units in Sweden, France, Portugal, Denmark, and the United Kingdom. BAL or mini-BAL samples collected for clinical reasons will be analyzed to define "pneumoclusters" and explore their association with patient outcomes. The study will also identify candidate biomarkers that could support future diagnostic tools. No experimental treatments are given; all patients receive standard care. Results may improve diagnostic accuracy and guide personalized treatment strategies for critically ill patients.

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Key information

Age range

18 year and older

Sex eligibility

All sexes

Study type

Observational

Primary location

CHU Limoges, Limoges, France

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About this study

ClusterVAP is an exploratory, observational, prospective, multicentre cross-sectional study designed to identify biologically and clinically distinct subgroups ("pneumoclusters") among patients with suspected ventilator-associated pneumonia (VAP). The study will enroll approximately 400 adult patients admitted to intensive care units in Sweden, France, Portugal, Denmark, and the United Kingdom who are receiving mechanical ventilation and undergo bronchoalveolar lavage (BAL) or mini-BAL for clinical reasons.

Residual BAL supernatant will be processed for proteomic analysis using liquid chromatography tandem mass spectrometry (LC-MS/MS). Unsupervised consensus clustering will be applied to proteomic data, alone and in combination with clinical and microbiological variables, to define pneumoclusters. These clusters will be characterized by clinical features, microbiology, and radiology, and compared for 30-day outcomes including mortality, ventilator-free days, antibiotic-free days, ICU-free days, and hospital-free days. Differential protein abundance analysis will be used to identify candidate biomarkers for pragmatic cluster assignment.

Data will be collected in electronic case report forms hosted in REDCap, with built-in quality checks. All data will be pseudonymized, and biological samples will be stored under controlled conditions for up to ten years for confirmatory analyses. No experimental interventions are administered; all patients receive standard care. The study has been approved by the Swedish Ethical Review Authority (Dnr 2025-04564-01) and equivalent bodies in participating countries. Results will be disseminated through peer-reviewed publications and scientific conferences, with statistical code shared for transparency.

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

Adult patients (≥18 years) admitted to an intensive care unit (ICU). Receiving invasive mechanical ventilation. Undergoing bronchoalveolar lavage (BAL) or mini-BAL on clinical indication for suspected lower respiratory tract infection.

New or worsening clinical signs compatible with lower respiratory tract infection within the preceding 24 hours, defined as the treating clinician's suspicion plus at least one of:

Body temperature >38 °C or <36 °C. Visually purulent tracheal secretions. Signs of reduced oxygenation (e.g., increased FiO₂ and/or decreased arterial pO₂, increased positive end-expiratory pressure or driving pressure).

Request for chest radiograph to investigate infection or new infiltrate. Initiation of antibiotic therapy targeting lower respiratory tract infection.

Exclusion criteria

BAL or mini-BAL performed solely for screening without suspicion of infection. Concurrent enrolment in the VAPmarkers study (reserved for external validation).

Age <18 years. Any condition that, in the opinion of the investigator, would preclude safe participation or confound study objectives.

Treatment and study plan

Primary outcomes

  1. Distribution of patients into biologically distinct clusters ("pneumoclusters") based on BAL proteomic data

    Time frame: Day 0 (at enrolment)

    Unsupervised consensus clustering of bronchoalveolar lavage (BAL) proteomic profiles, alone and in combination with clinical and microbiological variables, will be performed to classify patients with suspected ventilator-associated pneumonia into biologically distinct clusters ("pneumoclusters"). The number of clusters, the number of patients per cluster, and key distinguishing features will be reported.

Secondary outcomes

  1. 30-day all-cause mortality

    Time frame: 30 days after enrolment

    Mortality status compared across identified clusters.

  2. Ventilator-free days

    Time frame: 30 days after enrolment

    Number of days alive and free from invasive mechanical ventilation.

  3. Antibiotic-free days

    Time frame: 30 days after enrolment

    Number of days alive and not receiving systemic antibiotics.

  4. ICU-free days

    Time frame: 30 days after enrolment

    Number of days alive and not in an intensive care unit.

  5. Hospital-free days

    Time frame: 30 days after enrolment

    Number of days alive and not hospitalized.

Other outcomes

  1. Identification of candidate protein biomarkers for cluster assignment

    Time frame: Day 0 (at enrolment)

    Differential abundance analysis of bronchoalveolar lavage (BAL) proteomic data will be performed to identify candidate protein biomarkers that distinguish biologically defined patient clusters ("pneumoclusters"). The analysis will aim to derive a minimal set of proteins suitable for pragmatic cluster assignment in future cohorts. Results will include fold changes, statistical significance (e.g., adjusted p-values), and performance metrics (e.g., AUC) for each candidate biomarker.

Study contacts

Contact information is provided by the study sponsor or research team.

Magnus Paulsson, MD PhD

CONTACT

[email protected]

+46703124424

Sponsors and collaborators

Lead sponsor

Region Skane

Other

Collaborators

  • Karolinska University Hospital
  • King's College Hospital NHS Trust
  • Lund University
  • NOVA Medical School
  • Rigshospitalet, Denmark
  • Umeå University
  • University Hospital, Limoges

Registry information

Official study title

Endotyping of Ventilator-associated Pneumonia With Proteomics on Bronchoalveolar Lavage for Improved Diagnosis, the ClusterVAP Study

Acronym: ClusterVAP

Important dates

Study start
2026
Primary completion
2027
Study completion
2027
First posted
Nov 24, 2025
Registry last updated
Jun 30, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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