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Breathing pattern, accessory respiratory muscles work, and gas exchange evaluation for prediction of NIV failure in moderate-to-severe COVID-19-associated ARDS after deterioration of respiratory failure outside ICU: the COVID-NIV observational study

Background Data on the efficacy of non-invasive ventilation (NIV) after progression of respiratory failure in patients who have already received oxygen therapy, or CPAP outside ICU is limited. The study aimed to find predictors of NIV failure based on breathing pattern, gas exchange, and accessory r...

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Published in:BMC anesthesiology 2022-10, Vol.22 (1), p.1-307, Article 307
Main Authors: Yaroshetskiy, Andrey I, Merzhoeva, Zamira M, Tsareva, Natalia A, Trushenko, Natalia V, Nuralieva, Galia S, Konanykhin, Vasily D, Krasnoshchekova, Anna P, Avdeev, Sergey N
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container_title BMC anesthesiology
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creator Yaroshetskiy, Andrey I
Merzhoeva, Zamira M
Tsareva, Natalia A
Trushenko, Natalia V
Nuralieva, Galia S
Konanykhin, Vasily D
Krasnoshchekova, Anna P
Avdeev, Sergey N
description Background Data on the efficacy of non-invasive ventilation (NIV) after progression of respiratory failure in patients who have already received oxygen therapy, or CPAP outside ICU is limited. The study aimed to find predictors of NIV failure based on breathing pattern, gas exchange, and accessory respiratory muscles evaluation in patients who progressed to moderate-to-severe COVID-19 ARDS. Methods This was a prospective observational study in patients with moderate-to-severe COVID-19-ARDS on NIV (n = 80) admitted to COVID-ICU of Sechenov University. The combined success rate for conventional oxygen and CPAP outside ICU was 78.6% (440 of 560 patients). The primary endpoints were intubation rate and mortality. We measured respiratory rate, exhaled tidal volume (Vte), mean peak inspiratory flow (PIF), inspiratory time (Ti), PaO.sub.2, SpO.sub.2, end-tidal carbon dioxide (P.sub.ETCO.sub.2), and Patrick score, and calculated ROX index, PaO.sub.2/FiO.sub.2, ventilatory ratio, and alveolar dead space (Vdalv/Vt) on Days 1, 3, 5, 7, 10, and 14. For all significant differences between NIV success and failure groups in measured data, we performed ROC analysis. Results NIV failure rate in ICU after deterioration of respiratory failure outside ICU was 71.3% (n = 57). Patients with the subsequent NIV failure were older at inclusion, more frail, had longer duration of disease before ICU admission, and higher rate of CPAP use outside ICU. ROC-analysis revealed that the following respiratory parameters after 48 h of NIV can serve as a predictors for NIV failure in moderate-to-severe COVID-19-associated ARDS: PaO.sub.2/FiO.sub.2 < 112 mmHg (AUROC 0.90 (0.93-0.97), p < 0.0001); P.sub.ETCO.sub.2 < 19.5 mmHg (AUROC 0.84 (0.73-0.94), p < 0.0001); VDalv/VT > 0.43 (AUROC 0.78 (0.68-0.90), p < 0.0001); ROX-index < 5.02 (AUROC 0.89 (0.81-0.97), p < 0.0001); Patrick score > 2 points (AUROC 0.87 (0.78-0.96), p = 0.006). Conclusion In patients who progressed to moderate-to-severe COVID-19-ARDS probability of NIV success rate was about 1/3. Prediction of the NIV failure can be made after 48 h based on ROX index < 5.02, PaO.sub.2/FiO.sub.2 < 112 mmHg, P.sub.ETCO2 < 19.5 mmHg, and Patrick score > = 2. Trial registration ClinicalTrials.gov identifier: NCT04667923, registered on 16/12/2020. Keywords: COVID-19, Noninvasive ventilation, NIV, ROX-index, Accessory respiratory muscles, Alveolar dead space, ARDS
doi_str_mv 10.1186/s12871-022-01847-7
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The study aimed to find predictors of NIV failure based on breathing pattern, gas exchange, and accessory respiratory muscles evaluation in patients who progressed to moderate-to-severe COVID-19 ARDS. Methods This was a prospective observational study in patients with moderate-to-severe COVID-19-ARDS on NIV (n = 80) admitted to COVID-ICU of Sechenov University. The combined success rate for conventional oxygen and CPAP outside ICU was 78.6% (440 of 560 patients). The primary endpoints were intubation rate and mortality. We measured respiratory rate, exhaled tidal volume (Vte), mean peak inspiratory flow (PIF), inspiratory time (Ti), PaO.sub.2, SpO.sub.2, end-tidal carbon dioxide (P.sub.ETCO.sub.2), and Patrick score, and calculated ROX index, PaO.sub.2/FiO.sub.2, ventilatory ratio, and alveolar dead space (Vdalv/Vt) on Days 1, 3, 5, 7, 10, and 14. For all significant differences between NIV success and failure groups in measured data, we performed ROC analysis. Results NIV failure rate in ICU after deterioration of respiratory failure outside ICU was 71.3% (n = 57). Patients with the subsequent NIV failure were older at inclusion, more frail, had longer duration of disease before ICU admission, and higher rate of CPAP use outside ICU. ROC-analysis revealed that the following respiratory parameters after 48 h of NIV can serve as a predictors for NIV failure in moderate-to-severe COVID-19-associated ARDS: PaO.sub.2/FiO.sub.2 < 112 mmHg (AUROC 0.90 (0.93-0.97), p < 0.0001); P.sub.ETCO.sub.2 < 19.5 mmHg (AUROC 0.84 (0.73-0.94), p < 0.0001); VDalv/VT > 0.43 (AUROC 0.78 (0.68-0.90), p < 0.0001); ROX-index < 5.02 (AUROC 0.89 (0.81-0.97), p < 0.0001); Patrick score > 2 points (AUROC 0.87 (0.78-0.96), p = 0.006). Conclusion In patients who progressed to moderate-to-severe COVID-19-ARDS probability of NIV success rate was about 1/3. Prediction of the NIV failure can be made after 48 h based on ROX index < 5.02, PaO.sub.2/FiO.sub.2 < 112 mmHg, P.sub.ETCO2 < 19.5 mmHg, and Patrick score > = 2. Trial registration ClinicalTrials.gov identifier: NCT04667923, registered on 16/12/2020. Keywords: COVID-19, Noninvasive ventilation, NIV, ROX-index, Accessory respiratory muscles, Alveolar dead space, ARDS]]></description><identifier>ISSN: 1471-2253</identifier><identifier>EISSN: 1471-2253</identifier><identifier>DOI: 10.1186/s12871-022-01847-7</identifier><language>eng</language><publisher>London: BioMed Central Ltd</publisher><subject>Accessory respiratory muscles ; Alveolar dead space ; Alveoli ; Analysis ; Blood pressure ; Carbon dioxide ; Care and treatment ; Coma ; Continuous positive airway pressure ; Coronaviruses ; COVID-19 ; Gas exchange ; Intubation ; Laboratories ; Lung diseases ; Mechanical ventilation ; Medical research ; Medicine, Experimental ; Mortality ; Muscles ; NIV ; Noninvasive ventilation ; Observational studies ; Oxygen ; Oxygen therapy ; Patients ; Respiration ; Respiratory failure ; Respiratory insufficiency ; ROX-index ; Success ; Taiwan ; United Kingdom ; Variables ; Ventilators</subject><ispartof>BMC anesthesiology, 2022-10, Vol.22 (1), p.1-307, Article 307</ispartof><rights>COPYRIGHT 2022 BioMed Central Ltd.</rights><rights>2022. 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The study aimed to find predictors of NIV failure based on breathing pattern, gas exchange, and accessory respiratory muscles evaluation in patients who progressed to moderate-to-severe COVID-19 ARDS. Methods This was a prospective observational study in patients with moderate-to-severe COVID-19-ARDS on NIV (n = 80) admitted to COVID-ICU of Sechenov University. The combined success rate for conventional oxygen and CPAP outside ICU was 78.6% (440 of 560 patients). The primary endpoints were intubation rate and mortality. We measured respiratory rate, exhaled tidal volume (Vte), mean peak inspiratory flow (PIF), inspiratory time (Ti), PaO.sub.2, SpO.sub.2, end-tidal carbon dioxide (P.sub.ETCO.sub.2), and Patrick score, and calculated ROX index, PaO.sub.2/FiO.sub.2, ventilatory ratio, and alveolar dead space (Vdalv/Vt) on Days 1, 3, 5, 7, 10, and 14. For all significant differences between NIV success and failure groups in measured data, we performed ROC analysis. Results NIV failure rate in ICU after deterioration of respiratory failure outside ICU was 71.3% (n = 57). Patients with the subsequent NIV failure were older at inclusion, more frail, had longer duration of disease before ICU admission, and higher rate of CPAP use outside ICU. ROC-analysis revealed that the following respiratory parameters after 48 h of NIV can serve as a predictors for NIV failure in moderate-to-severe COVID-19-associated ARDS: PaO.sub.2/FiO.sub.2 < 112 mmHg (AUROC 0.90 (0.93-0.97), p < 0.0001); P.sub.ETCO.sub.2 < 19.5 mmHg (AUROC 0.84 (0.73-0.94), p < 0.0001); VDalv/VT > 0.43 (AUROC 0.78 (0.68-0.90), p < 0.0001); ROX-index < 5.02 (AUROC 0.89 (0.81-0.97), p < 0.0001); Patrick score > 2 points (AUROC 0.87 (0.78-0.96), p = 0.006). Conclusion In patients who progressed to moderate-to-severe COVID-19-ARDS probability of NIV success rate was about 1/3. Prediction of the NIV failure can be made after 48 h based on ROX index < 5.02, PaO.sub.2/FiO.sub.2 < 112 mmHg, P.sub.ETCO2 < 19.5 mmHg, and Patrick score > = 2. Trial registration ClinicalTrials.gov identifier: NCT04667923, registered on 16/12/2020. 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Merzhoeva, Zamira M ; Tsareva, Natalia A ; Trushenko, Natalia V ; Nuralieva, Galia S ; Konanykhin, Vasily D ; Krasnoshchekova, Anna P ; Avdeev, Sergey N</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c540t-b783f894c92e79392694677048b761cea76de43655b3838427186206169854243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Accessory respiratory muscles</topic><topic>Alveolar dead space</topic><topic>Alveoli</topic><topic>Analysis</topic><topic>Blood pressure</topic><topic>Carbon dioxide</topic><topic>Care and treatment</topic><topic>Coma</topic><topic>Continuous positive airway pressure</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>Gas exchange</topic><topic>Intubation</topic><topic>Laboratories</topic><topic>Lung diseases</topic><topic>Mechanical ventilation</topic><topic>Medical research</topic><topic>Medicine, Experimental</topic><topic>Mortality</topic><topic>Muscles</topic><topic>NIV</topic><topic>Noninvasive ventilation</topic><topic>Observational studies</topic><topic>Oxygen</topic><topic>Oxygen therapy</topic><topic>Patients</topic><topic>Respiration</topic><topic>Respiratory failure</topic><topic>Respiratory insufficiency</topic><topic>ROX-index</topic><topic>Success</topic><topic>Taiwan</topic><topic>United Kingdom</topic><topic>Variables</topic><topic>Ventilators</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yaroshetskiy, Andrey I</creatorcontrib><creatorcontrib>Merzhoeva, Zamira M</creatorcontrib><creatorcontrib>Tsareva, Natalia A</creatorcontrib><creatorcontrib>Trushenko, Natalia V</creatorcontrib><creatorcontrib>Nuralieva, Galia S</creatorcontrib><creatorcontrib>Konanykhin, Vasily D</creatorcontrib><creatorcontrib>Krasnoshchekova, Anna P</creatorcontrib><creatorcontrib>Avdeev, Sergey N</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest_Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>BMC anesthesiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yaroshetskiy, Andrey I</au><au>Merzhoeva, Zamira M</au><au>Tsareva, Natalia A</au><au>Trushenko, Natalia V</au><au>Nuralieva, Galia S</au><au>Konanykhin, Vasily D</au><au>Krasnoshchekova, Anna P</au><au>Avdeev, Sergey N</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Breathing pattern, accessory respiratory muscles work, and gas exchange evaluation for prediction of NIV failure in moderate-to-severe COVID-19-associated ARDS after deterioration of respiratory failure outside ICU: the COVID-NIV observational study</atitle><jtitle>BMC anesthesiology</jtitle><date>2022-10-01</date><risdate>2022</risdate><volume>22</volume><issue>1</issue><spage>1</spage><epage>307</epage><pages>1-307</pages><artnum>307</artnum><issn>1471-2253</issn><eissn>1471-2253</eissn><abstract><![CDATA[Background Data on the efficacy of non-invasive ventilation (NIV) after progression of respiratory failure in patients who have already received oxygen therapy, or CPAP outside ICU is limited. The study aimed to find predictors of NIV failure based on breathing pattern, gas exchange, and accessory respiratory muscles evaluation in patients who progressed to moderate-to-severe COVID-19 ARDS. Methods This was a prospective observational study in patients with moderate-to-severe COVID-19-ARDS on NIV (n = 80) admitted to COVID-ICU of Sechenov University. The combined success rate for conventional oxygen and CPAP outside ICU was 78.6% (440 of 560 patients). The primary endpoints were intubation rate and mortality. We measured respiratory rate, exhaled tidal volume (Vte), mean peak inspiratory flow (PIF), inspiratory time (Ti), PaO.sub.2, SpO.sub.2, end-tidal carbon dioxide (P.sub.ETCO.sub.2), and Patrick score, and calculated ROX index, PaO.sub.2/FiO.sub.2, ventilatory ratio, and alveolar dead space (Vdalv/Vt) on Days 1, 3, 5, 7, 10, and 14. For all significant differences between NIV success and failure groups in measured data, we performed ROC analysis. Results NIV failure rate in ICU after deterioration of respiratory failure outside ICU was 71.3% (n = 57). Patients with the subsequent NIV failure were older at inclusion, more frail, had longer duration of disease before ICU admission, and higher rate of CPAP use outside ICU. ROC-analysis revealed that the following respiratory parameters after 48 h of NIV can serve as a predictors for NIV failure in moderate-to-severe COVID-19-associated ARDS: PaO.sub.2/FiO.sub.2 < 112 mmHg (AUROC 0.90 (0.93-0.97), p < 0.0001); P.sub.ETCO.sub.2 < 19.5 mmHg (AUROC 0.84 (0.73-0.94), p < 0.0001); VDalv/VT > 0.43 (AUROC 0.78 (0.68-0.90), p < 0.0001); ROX-index < 5.02 (AUROC 0.89 (0.81-0.97), p < 0.0001); Patrick score > 2 points (AUROC 0.87 (0.78-0.96), p = 0.006). Conclusion In patients who progressed to moderate-to-severe COVID-19-ARDS probability of NIV success rate was about 1/3. Prediction of the NIV failure can be made after 48 h based on ROX index < 5.02, PaO.sub.2/FiO.sub.2 < 112 mmHg, P.sub.ETCO2 < 19.5 mmHg, and Patrick score > = 2. Trial registration ClinicalTrials.gov identifier: NCT04667923, registered on 16/12/2020. Keywords: COVID-19, Noninvasive ventilation, NIV, ROX-index, Accessory respiratory muscles, Alveolar dead space, ARDS]]></abstract><cop>London</cop><pub>BioMed Central Ltd</pub><doi>10.1186/s12871-022-01847-7</doi><orcidid>https://orcid.org/0000-0002-5999-2150</orcidid><orcidid>https://orcid.org/0000-0002-3174-5000</orcidid><orcidid>https://orcid.org/0000-0001-9357-4924</orcidid><orcidid>https://orcid.org/0000-0002-6558-1227</orcidid><orcidid>https://orcid.org/0000-0001-6986-1368</orcidid><orcidid>https://orcid.org/0000-0002-4726-4906</orcidid><orcidid>https://orcid.org/0000-0002-1484-092X</orcidid><orcidid>https://orcid.org/0000-0002-0685-4133</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 1471-2253
ispartof BMC anesthesiology, 2022-10, Vol.22 (1), p.1-307, Article 307
issn 1471-2253
1471-2253
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_5a0f7e48fc0f48e881cde40feddab055
source NCBI_PubMed Central(免费); Publicly Available Content Database; Coronavirus Research Database
subjects Accessory respiratory muscles
Alveolar dead space
Alveoli
Analysis
Blood pressure
Carbon dioxide
Care and treatment
Coma
Continuous positive airway pressure
Coronaviruses
COVID-19
Gas exchange
Intubation
Laboratories
Lung diseases
Mechanical ventilation
Medical research
Medicine, Experimental
Mortality
Muscles
NIV
Noninvasive ventilation
Observational studies
Oxygen
Oxygen therapy
Patients
Respiration
Respiratory failure
Respiratory insufficiency
ROX-index
Success
Taiwan
United Kingdom
Variables
Ventilators
title Breathing pattern, accessory respiratory muscles work, and gas exchange evaluation for prediction of NIV failure in moderate-to-severe COVID-19-associated ARDS after deterioration of respiratory failure outside ICU: the COVID-NIV observational study
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