INTRODUCTION: COVID-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 METHODS: This 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. RESULTS: A 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. CONCLUSIONS: Our 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.

Shunt estimation in pneumonia of different aetiologies: a non-invasive physiological assessment / F. Raimondi, L. Novelli, L. Malandrino, S. Pappacena, G.F. Sferrazza Papa, A. Caronni, L. Perucca, G. Marchesi, G. Milanese, M. Balbi, F. Di Marco. - In: BMJ OPEN RESPIRATORY RESEARCH. - ISSN 2052-4439. - 13:1(2026), pp. e003929.1-e003929.8. [10.1136/bmjresp-2025-003929]

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

F. Raimondi
Primo
;
L. Malandrino;S. Pappacena;G.F. Sferrazza Papa;A. Caronni;L. Perucca;F. Di Marco
2026

Abstract

INTRODUCTION: COVID-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 METHODS: This 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. RESULTS: A 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. CONCLUSIONS: Our 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.
COVID-19; Critical Care; Pneumonia; Respiratory Measurement;
Settore MEDS-19/B - Medicina fisica e riabilitativa
2026
10-mar-2026
Article (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1245235
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