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The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study

Depth of anaesthesia monitors usually analyse cerebral function with or without other physiological signals; non‐invasive monitoring of the measured cardiorespiratory signals alone would offer a simple, practical alternative. We aimed to investigate whether such signals, analysed with novel, non‐lin...

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Autores principales: Kenwright, D. A., Bernjak, A., Draegni, T., Dzeroski, S., Entwistle, M., Horvat, M., Kvandal, P., Landsverk, S. A., McClintock, P. V. E., Musizza, B., Petrovčič, J., Raeder, J., Sheppard, L. W., Smith, A. F., Stankovski, T., Stefanovska, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989441/
https://www.ncbi.nlm.nih.gov/pubmed/26350998
http://dx.doi.org/10.1111/anae.13208
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author Kenwright, D. A.
Bernjak, A.
Draegni, T.
Dzeroski, S.
Entwistle, M.
Horvat, M.
Kvandal, P.
Landsverk, S. A.
McClintock, P. V. E.
Musizza, B.
Petrovčič, J.
Raeder, J.
Sheppard, L. W.
Smith, A. F.
Stankovski, T.
Stefanovska, A.
author_facet Kenwright, D. A.
Bernjak, A.
Draegni, T.
Dzeroski, S.
Entwistle, M.
Horvat, M.
Kvandal, P.
Landsverk, S. A.
McClintock, P. V. E.
Musizza, B.
Petrovčič, J.
Raeder, J.
Sheppard, L. W.
Smith, A. F.
Stankovski, T.
Stefanovska, A.
author_sort Kenwright, D. A.
collection PubMed
description Depth of anaesthesia monitors usually analyse cerebral function with or without other physiological signals; non‐invasive monitoring of the measured cardiorespiratory signals alone would offer a simple, practical alternative. We aimed to investigate whether such signals, analysed with novel, non‐linear dynamic methods, would distinguish between the awake and anaesthetised states. We recorded ECG, respiration, skin temperature, pulse and skin conductivity before and during general anaesthesia in 27 subjects in good cardiovascular health, randomly allocated to receive propofol or sevoflurane. Mean values, variability and dynamic interactions were determined. Respiratory rate (p = 0.0002), skin conductivity (p = 0.03) and skin temperature (p = 0.00006) changed with sevoflurane, and skin temperature (p = 0.0005) with propofol. Pulse transit time increased by 17% with sevoflurane (p = 0.02) and 11% with propofol (p = 0.007). Sevoflurane reduced the wavelet energy of heart (p = 0.0004) and respiratory (p = 0.02) rate variability at all frequencies, whereas propofol decreased only the heart rate variability below 0.021 Hz (p < 0.05). The phase coherence was reduced by both agents at frequencies below 0.145 Hz (p < 0.05), whereas the cardiorespiratory synchronisation time was increased (p < 0.05). A classification analysis based on an optimal set of discriminatory parameters distinguished with 95% success between the awake and anaesthetised states. We suggest that these results can contribute to the design of new monitors of anaesthetic depth based on cardiovascular signals alone.
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spelling pubmed-49894412016-09-01 The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study Kenwright, D. A. Bernjak, A. Draegni, T. Dzeroski, S. Entwistle, M. Horvat, M. Kvandal, P. Landsverk, S. A. McClintock, P. V. E. Musizza, B. Petrovčič, J. Raeder, J. Sheppard, L. W. Smith, A. F. Stankovski, T. Stefanovska, A. Anaesthesia Original Articles Depth of anaesthesia monitors usually analyse cerebral function with or without other physiological signals; non‐invasive monitoring of the measured cardiorespiratory signals alone would offer a simple, practical alternative. We aimed to investigate whether such signals, analysed with novel, non‐linear dynamic methods, would distinguish between the awake and anaesthetised states. We recorded ECG, respiration, skin temperature, pulse and skin conductivity before and during general anaesthesia in 27 subjects in good cardiovascular health, randomly allocated to receive propofol or sevoflurane. Mean values, variability and dynamic interactions were determined. Respiratory rate (p = 0.0002), skin conductivity (p = 0.03) and skin temperature (p = 0.00006) changed with sevoflurane, and skin temperature (p = 0.0005) with propofol. Pulse transit time increased by 17% with sevoflurane (p = 0.02) and 11% with propofol (p = 0.007). Sevoflurane reduced the wavelet energy of heart (p = 0.0004) and respiratory (p = 0.02) rate variability at all frequencies, whereas propofol decreased only the heart rate variability below 0.021 Hz (p < 0.05). The phase coherence was reduced by both agents at frequencies below 0.145 Hz (p < 0.05), whereas the cardiorespiratory synchronisation time was increased (p < 0.05). A classification analysis based on an optimal set of discriminatory parameters distinguished with 95% success between the awake and anaesthetised states. We suggest that these results can contribute to the design of new monitors of anaesthetic depth based on cardiovascular signals alone. John Wiley and Sons Inc. 2015-09-09 2015-12 /pmc/articles/PMC4989441/ /pubmed/26350998 http://dx.doi.org/10.1111/anae.13208 Text en © 2015 The Authors. Anaesthesia published by John Wiley & Sons Ltd on behalf of Association of Anaesthetists of Great Britain and Ireland. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Kenwright, D. A.
Bernjak, A.
Draegni, T.
Dzeroski, S.
Entwistle, M.
Horvat, M.
Kvandal, P.
Landsverk, S. A.
McClintock, P. V. E.
Musizza, B.
Petrovčič, J.
Raeder, J.
Sheppard, L. W.
Smith, A. F.
Stankovski, T.
Stefanovska, A.
The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title_full The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title_fullStr The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title_full_unstemmed The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title_short The discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
title_sort discriminatory value of cardiorespiratory interactions in distinguishing awake from anaesthetised states: a randomised observational study
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989441/
https://www.ncbi.nlm.nih.gov/pubmed/26350998
http://dx.doi.org/10.1111/anae.13208
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