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Genecand L, Jaksic C, Desponds R, Simian G, Guerreiro I, Thorens S, Altarelli M, Frésard I, Cantero C, Bringard A, Beurnier A, Laveneziana P, Montani D, Bergeron A, Lador F, Bridevaux P. Comparing methods to measure the dispersion of breathing parameters during exercise testing: A simulation study based on real-life parameters from patients with dysfunctional breathing. Physiol Rep 2025; 13:e70233. [PMID: 40019840 PMCID: PMC11870078 DOI: 10.14814/phy2.70233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/03/2025] [Accepted: 01/23/2025] [Indexed: 03/03/2025] Open
Abstract
The dispersion of the tidal volume and of the breathing frequency have been used to diagnose dysfunctional breathing during cardio-pulmonary exercise testing. No validated methods to objectively describe this dispersion exist. We aimed to validate such a method. We used simulations based on real-life parameters. Moving standard deviation (MSD) and residuals from locally estimated scatterplot smoothing (LOESS) were evaluated. The precision and the bias of each tested method at rest and during exercise simulations, with and without sighs, were measured. For LOESS, a 2nd degree polynomial was used, and different spans were tested (LOESS1, LOESS0.75, and LOESS0.5). For MSD, different number of points used for the calculation were tested (MSD7, MSD11, MSD15, and MSD19). The LOESS method was globally more precise, had less bias, and was less influenced by the trend as compared to MSD in almost all simulations except for extremely low dispersion combined with extreme trends. LOESS0.75 had intermediate bias and precision between LOESS0.5 and LOESS1 in all simulations. LOESS0.75 is a method that combines high precision, low bias, and low influenceability of trends. It could be considered as the method of choice to evaluate the dispersion of breathing parameters during cardiopulmonary exercise testing.
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Affiliation(s)
- Léon Genecand
- Service de Pneumologie, Département de MédecineHôpitaux Universitaires de GenèveGenèveSwitzerland
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Cyril Jaksic
- Centre de Recherche CliniqueHôpitaux Universitaires de GenèveGenèveSwitzerland
| | | | - Gaëtan Simian
- Faculté de MathématiqueUniversité de GenèveGenèveSwitzerland
| | - Ivan Guerreiro
- Service de Pneumologie, Département de MédecineHôpitaux Universitaires de GenèveGenèveSwitzerland
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Sara Thorens
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Marco Altarelli
- Service de PneumologieHôpital du Valais, Centre Hospitalier du Valais RomandSionSwitzerland
| | - Isabelle Frésard
- Service de PneumologieHôpital du Valais, Centre Hospitalier du Valais RomandSionSwitzerland
| | - Chloé Cantero
- Service de Pneumologie, Département de MédecineHôpitaux Universitaires de GenèveGenèveSwitzerland
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Aurélien Bringard
- Service de Pneumologie, Département de MédecineHôpitaux Universitaires de GenèveGenèveSwitzerland
| | - Antoine Beurnier
- Université Paris‐Saclay, School of MedicineLe Kremlin‐BicêtreFrance
- Institut National de la Santé et de la Recherche Scientifique, Unité Mixte de Recherche S_999 «Pulmonary Hypertension: Pathophysiology and Novel Therapies», HPPIT, Marie Lannelongue Hospital,Le Plessis RobinsonFrance
- Assistance Publique ‐ Hôpitaux de Paris (AP‐HP), Department of Respiratory and Intensive Care Medicine, Pulmonary Hypertension National Referral Center, FHU André Cournand, ERN‐LUNG, Bicêtre HospitalLe Kremlin‐BicêtreFrance
| | - Pierantonio Laveneziana
- AP‐HP, Groupe Hospitalier Universitaire APHP‐Sorbonne Université, Hôpitaux Pitié‐Salpêtrière, Saint‐Antoine et Tenon, Service Des Explorations Fonctionnelles de la Respiration, de l'Exercice et de la Dyspnée (Département R3S)ParisFrance
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et CliniqueParisFrance
- AP‐HP, Groupe Hospitalier Universitaire APHP‐Sorbonne Université, Hôpital Pitié‐SalpêtrièreParisFrance
| | - David Montani
- Université Paris‐Saclay, School of MedicineLe Kremlin‐BicêtreFrance
- Institut National de la Santé et de la Recherche Scientifique, Unité Mixte de Recherche S_999 «Pulmonary Hypertension: Pathophysiology and Novel Therapies», HPPIT, Marie Lannelongue Hospital,Le Plessis RobinsonFrance
- Assistance Publique ‐ Hôpitaux de Paris (AP‐HP), Department of Respiratory and Intensive Care Medicine, Pulmonary Hypertension National Referral Center, FHU André Cournand, ERN‐LUNG, Bicêtre HospitalLe Kremlin‐BicêtreFrance
| | - Anne Bergeron
- Service de Pneumologie, Département de MédecineHôpitaux Universitaires de GenèveGenèveSwitzerland
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Frédéric Lador
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
| | - Pierre‐Olivier Bridevaux
- Faculté de MédecineUniversité de GenèveGenèveSwitzerland
- Service de PneumologieHôpital du Valais, Centre Hospitalier du Valais RomandSionSwitzerland
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Longobardi I, Prado DMLD, de Andrade DCO, Goessler KF, de Oliveira Júnior GN, de Almeida Azevedo R, Leitão AE, Santos JVP, Pinto ALDS, Gualano B, Roschel H. Cardiorespiratory abnormalities in ICU survivors of COVID-19 with postacute sequelae of SARS-CoV-2 infection are unrelated to invasive mechanical ventilation. Am J Physiol Heart Circ Physiol 2024; 326:H907-H915. [PMID: 38334972 DOI: 10.1152/ajpheart.00073.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 02/07/2024] [Accepted: 02/09/2024] [Indexed: 02/10/2024]
Abstract
Postacute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (PASC) often leads to exertional intolerance and reduced exercise capacity, particularly in individuals previously admitted to an intensive care unit (ICU). However, the impact of invasive mechanical ventilation (IMV) on PASC-associated cardiorespiratory abnormalities during exercise remains poorly understood. This single-center, cross-sectional study aimed to gather knowledge on this topic. Fifty-two patients with PASC recruited ∼6 mo after ICU discharge were clustered based on their need for IMV (PASC + IMV, n = 27) or noninvasive support therapy (PASC + NIS, n = 25). Patients underwent pulmonary function and cardiopulmonary exercise testing (CPX) and were compared with a reference group (CONTROL, n = 19) comprising individuals of both sexes with similar age, comorbidities, and physical activity levels but without a history of COVID-19 illness. Individuals with PASC, irrespective of support therapy, presented with higher rates of cardiorespiratory abnormalities than CONTROL, especially dysfunctional breathing patterns, dynamic hyperinflation, reduced oxygen uptake and oxygen pulse, and blunted heart rate recovery (all P < 0.05). Only the rate of abnormal oxygen pulse was greater among PASC + IMV group than PASC + NIS group (P = 0.05). Mean estimates for all CPX variables were comparable between PASC + IMV and PASC + NIS groups (all P > 0.05). These findings indicate significant involvement of both central and peripheral factors, leading to exertional intolerance in individuals with PASC previously admitted to the ICU, regardless of their need for IMV.NEW & NOTEWORTHY We found cardiorespiratory abnormalities in ICU survivors of severe-to-critical COVID-19 with PASC to be independent of IMV need. Overall, both group of patients experienced dysfunctional breathing patterns, dynamic hyperinflation, lower oxygen uptake and oxygen pulse, and blunted heart rate responses to CPX. PASC seems to impact exertional tolerance and exercise capacity due to ventilatory inefficiency, impaired aerobic metabolism, and potential systolic and autonomic dysfunction, all of these irrespective of support therapy during ICU stay.
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Affiliation(s)
- Igor Longobardi
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Danilo Marcelo Leite do Prado
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | | | - Karla Fabiana Goessler
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Gersiel Nascimento de Oliveira Júnior
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Rafael de Almeida Azevedo
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Alice Erwig Leitão
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Jhonnatan Vasconcelos Pereira Santos
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
| | - Ana Lucia de Sá Pinto
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Sao Paulo, Brazil
| | - Bruno Gualano
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Sao Paulo, Brazil
| | - Hamilton Roschel
- Applied Physiology and Nutrition Research Group, School of Physical Education and Sport, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
- Center of Lifestyle Medicine, Laboratory of Assessment and Conditioning in Rheumatology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, São Paulo, Brazil
- Rheumatology Division, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Sao Paulo, Brazil
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