Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782448572053061632 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4989441 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kenwrightda thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT bernjaka thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT draegnit thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT dzeroskis thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT entwistlem thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT horvatm thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT kvandalp thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT landsverksa thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT mcclintockpve thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT musizzab thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT petrovcicj thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT raederj thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT sheppardlw thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT smithaf thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT stankovskit thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT stefanovskaa thediscriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT kenwrightda discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT bernjaka discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT draegnit discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT dzeroskis discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT entwistlem discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT horvatm discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT kvandalp discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT landsverksa discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT mcclintockpve discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT musizzab discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT petrovcicj discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT raederj discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT sheppardlw discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT smithaf discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT stankovskit discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy AT stefanovskaa discriminatoryvalueofcardiorespiratoryinteractionsindistinguishingawakefromanaesthetisedstatesarandomisedobservationalstudy |