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Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory

Identifying common patterns in capnography waveform abnormalities and the factors that influence these patterns could yield insights to optimize responses to sedation-induced respiratory depression. Respiratory state sequences for 102 patients who had a procedure in a cardiac catheterisation laborat...

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Autores principales: Conway, Aaron, Collins, Peter, Chang, Kristina, Mafeld, Sebastian, Sutherland, Joanna, Fingleton, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6629622/
https://www.ncbi.nlm.nih.gov/pubmed/31308455
http://dx.doi.org/10.1038/s41598-019-46751-2
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author Conway, Aaron
Collins, Peter
Chang, Kristina
Mafeld, Sebastian
Sutherland, Joanna
Fingleton, James
author_facet Conway, Aaron
Collins, Peter
Chang, Kristina
Mafeld, Sebastian
Sutherland, Joanna
Fingleton, James
author_sort Conway, Aaron
collection PubMed
description Identifying common patterns in capnography waveform abnormalities and the factors that influence these patterns could yield insights to optimize responses to sedation-induced respiratory depression. Respiratory state sequences for 102 patients who had a procedure in a cardiac catheterisation laboratory with procedural sedation and analgesia were developed by classifying each second of procedures into a state of normal breathing or other capnography waveform abnormalities based on pre-specified cut-offs for respiratory rate and end-tidal CO(2) concentration. Hierarchical clustering identified four common patterns in respiratory state sequences, which were characterized by a predominance of the state assigned normal breathing (n = 42; 41%), hypopneic hypoventilation (n = 38; 38%), apnea (n = 15; 15%) and bradypneic hypoventilation (n = 7; 7%). A multivariable distance matrix regression model including demographic and clinical variables explained 28% of the variation in inter-individual differences in respiratory state sequences. Obstructive sleep apnea (R(2) = 2.4%; p = 0.02), smoking status (R(2) = 2.8%; p = 0.01), Charlson comorbidity index score (R(2) = 2.5%; p = 0.021), peak transcutaneous carbon dioxide concentration (R(2) = 4.1%; p = 0.002) and receiving an intervention to support respiration (R(2) = 5.6%; p = 0.001) were significant covariates but each explained only small amounts of the variation in respiratory state sequences. Oxygen desaturation (SpO(2) < 90%) was rare (n = 3; 3%) and not associated with respiratory state sequence trajectories.
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spelling pubmed-66296222019-07-23 Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory Conway, Aaron Collins, Peter Chang, Kristina Mafeld, Sebastian Sutherland, Joanna Fingleton, James Sci Rep Article Identifying common patterns in capnography waveform abnormalities and the factors that influence these patterns could yield insights to optimize responses to sedation-induced respiratory depression. Respiratory state sequences for 102 patients who had a procedure in a cardiac catheterisation laboratory with procedural sedation and analgesia were developed by classifying each second of procedures into a state of normal breathing or other capnography waveform abnormalities based on pre-specified cut-offs for respiratory rate and end-tidal CO(2) concentration. Hierarchical clustering identified four common patterns in respiratory state sequences, which were characterized by a predominance of the state assigned normal breathing (n = 42; 41%), hypopneic hypoventilation (n = 38; 38%), apnea (n = 15; 15%) and bradypneic hypoventilation (n = 7; 7%). A multivariable distance matrix regression model including demographic and clinical variables explained 28% of the variation in inter-individual differences in respiratory state sequences. Obstructive sleep apnea (R(2) = 2.4%; p = 0.02), smoking status (R(2) = 2.8%; p = 0.01), Charlson comorbidity index score (R(2) = 2.5%; p = 0.021), peak transcutaneous carbon dioxide concentration (R(2) = 4.1%; p = 0.002) and receiving an intervention to support respiration (R(2) = 5.6%; p = 0.001) were significant covariates but each explained only small amounts of the variation in respiratory state sequences. Oxygen desaturation (SpO(2) < 90%) was rare (n = 3; 3%) and not associated with respiratory state sequence trajectories. Nature Publishing Group UK 2019-07-15 /pmc/articles/PMC6629622/ /pubmed/31308455 http://dx.doi.org/10.1038/s41598-019-46751-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Conway, Aaron
Collins, Peter
Chang, Kristina
Mafeld, Sebastian
Sutherland, Joanna
Fingleton, James
Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title_full Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title_fullStr Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title_full_unstemmed Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title_short Sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
title_sort sequence analysis of capnography waveform abnormalities during nurse-administered procedural sedation and analgesia in the cardiac catheterization laboratory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6629622/
https://www.ncbi.nlm.nih.gov/pubmed/31308455
http://dx.doi.org/10.1038/s41598-019-46751-2
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