Evidence map›Paper›PMID 41807016›Full record

ArticleBMJ open respiratory research2026

Shunt estimation in pneumonia of different aetiologies: a non-invasive physiological assessment.

Federico Raimondi, Luca Novelli, Luca Malandrino, Simone Pappacena, Giuseppe F Sferrazza Papa, Antonio Caronni, Laura Perucca, Gianmariano Marchesi, Gianluca Milanese, Maurizio Balbi and 1 more

Abstract read
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Article in BMJ open respiratory research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Federico RaimondiRespiratory Unit, Medicine Department, ASST Papa Giovanni XXIII, Bergamo, Italy.ORCID http://orcid.org/0000-0001-9599-6864
Luca NovelliRespiratory Unit, Medicine Department, ASST Papa Giovanni XXIII, Bergamo, Italy lnovelli@asst-pg23.it.ORCID http://orcid.org/0000-0002-2705-248X
Luca MalandrinoRespiratory Unit, Medicine Department, ASST Papa Giovanni XXIII, Bergamo, Italy.
Simone PappacenaDon Gnocchi Foundation, Milan, Lombardy, Italy.
Giuseppe F Sferrazza PapaDepartment of Neurorehabilitation Sciences, Casa di Cura Igea, Milan, Lombardy, Italy.
Antonio CaronniDepartment of Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.
Laura PeruccaDepartment of Neurorehabilitation Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.
Gianmariano MarchesiGeneral Intensive Care Unit, ASST Papa Giovanni XXIII, Bergamo, Italy.
Gianluca MilaneseScienze Radiologiche Unit, Department of Medicine and Surgery, University Hospital of Parma, Parma, Italy.
Maurizio BalbiRadiology Unit, Department of Oncology, University of Turin, San Luigi Gonzaga Hospital, Orbassano, Italy.
Fabiano Di MarcoRespiratory Unit, Medicine Department, ASST Papa Giovanni XXIII, Bergamo, Italy.ORCID http://orcid.org/0000-0002-1743-0504

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionCOVID-19 has challenged traditional models of respiratory failure, and several studies have suggested that gas exchange impairment in COVID-19 pneumonia may involve mechanisms beyond anatomical shunt. This has renewed interest in non-invasive physiological tools to explore gas exchange abnormalities, including the evaluation of shunt, dead space and ventilation/perfusion mismatch. MATERIAL AND

methodsThis prospective cross-sectional study was conducted between October 2020 and January 2021 at Papa Giovanni XXIII Hospital (Bergamo, Italy), enrolling adults with acute respiratory failure due to COVID-19 or other pneumonias. Pulmonary shunt fraction was estimated non-invasively via the BEACON system using peripheral oxigen saturation (SpO₂)/fraction of inspired oxygen responses during incremental oxygen steps. Chest CT scans were quantitatively analysed for pathological patterns. The primary outcome was the comparison of BEACON-estimated shunt fraction between COVID-19 and non-COVID-19 groups; the secondary outcome included correlations with CT findings.

resultsA total of 51 patients were enrolled, including 36 with COVID-19 and 15 with non-COVID-19 pneumonia. COVID-19 patients showed significantly higher pulmonary shunt fractions (18.2% vs 12.5%, p=0.022). In non-COVID-19 cases, shunt fraction correlated positively with the extent of CT consolidations (ρ=0.567, p=0.035) and negatively with ground-glass opacities (ρ =-0.565, p=0.035). No significant correlations between shunt and CT findings were observed in COVID-19 patients.

conclusionsOur findings demonstrate increased estimated shunt in COVID-19 pneumonia despite comparable radiological severity to non-COVID-19 pneumonias, reinforcing the concept of distinct gas exchange pathophysiology across different pneumonia aetiologies.

Indexed as

COVID-19LungPneumoniaPulmonary Gas ExchangeRespiratory InsufficiencyAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedProspective StudiesSARS-CoV-2Tomography, X-Ray ComputedCOVID-19Critical CarePneumoniaRespiratory Measurement

Identifiers

PMID41807016
PMCPMC12983931

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.