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Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model
In clinical practice, subjective pain evaluations, e.g., the visual analogue scale and the numeric rating scale, are generally employed, but these are limited in terms of their ability to detect inaccurate reports, and are unsuitable for use in anesthetized patients or those with dementia. We focuse...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5814565/ https://www.ncbi.nlm.nih.gov/pubmed/29449663 http://dx.doi.org/10.1038/s41598-018-21223-1 |
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author | Matsubara, Hiroki Hirano, Hiroki Hirano, Harutoyo Soh, Zu Nakamura, Ryuji Saeki, Noboru Kawamoto, Masashi Yoshizumi, Masao Yoshino, Atsuo Sasaoka, Takafumi Yamawaki, Shigeto Tsuji, Toshio |
author_facet | Matsubara, Hiroki Hirano, Hiroki Hirano, Harutoyo Soh, Zu Nakamura, Ryuji Saeki, Noboru Kawamoto, Masashi Yoshizumi, Masao Yoshino, Atsuo Sasaoka, Takafumi Yamawaki, Shigeto Tsuji, Toshio |
author_sort | Matsubara, Hiroki |
collection | PubMed |
description | In clinical practice, subjective pain evaluations, e.g., the visual analogue scale and the numeric rating scale, are generally employed, but these are limited in terms of their ability to detect inaccurate reports, and are unsuitable for use in anesthetized patients or those with dementia. We focused on the peripheral sympathetic nerve activity that responds to pain, and propose a method for evaluating pain sensation, including intensity, sharpness, and dullness, using the arterial stiffness index. In the experiment, electrocardiogram, blood pressure, and photoplethysmograms were obtained, and an arterial viscoelastic model was applied to estimate arterial stiffness. The relationships among the stiffness index, self-reported pain sensation, and electrocutaneous stimuli were examined and modelled. The relationship between the stiffness index and pain sensation could be modelled using a sigmoid function with high determination coefficients, where R(2) ≥ 0.88, p < 0.01 for intensity, R(2) ≥ 0.89, p < 0.01 for sharpness, and R(2) ≥ 0.84, p < 0.01 for dullness when the stimuli could appropriately evoke dull pain. |
format | Online Article Text |
id | pubmed-5814565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58145652018-02-21 Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model Matsubara, Hiroki Hirano, Hiroki Hirano, Harutoyo Soh, Zu Nakamura, Ryuji Saeki, Noboru Kawamoto, Masashi Yoshizumi, Masao Yoshino, Atsuo Sasaoka, Takafumi Yamawaki, Shigeto Tsuji, Toshio Sci Rep Article In clinical practice, subjective pain evaluations, e.g., the visual analogue scale and the numeric rating scale, are generally employed, but these are limited in terms of their ability to detect inaccurate reports, and are unsuitable for use in anesthetized patients or those with dementia. We focused on the peripheral sympathetic nerve activity that responds to pain, and propose a method for evaluating pain sensation, including intensity, sharpness, and dullness, using the arterial stiffness index. In the experiment, electrocardiogram, blood pressure, and photoplethysmograms were obtained, and an arterial viscoelastic model was applied to estimate arterial stiffness. The relationships among the stiffness index, self-reported pain sensation, and electrocutaneous stimuli were examined and modelled. The relationship between the stiffness index and pain sensation could be modelled using a sigmoid function with high determination coefficients, where R(2) ≥ 0.88, p < 0.01 for intensity, R(2) ≥ 0.89, p < 0.01 for sharpness, and R(2) ≥ 0.84, p < 0.01 for dullness when the stimuli could appropriately evoke dull pain. Nature Publishing Group UK 2018-02-15 /pmc/articles/PMC5814565/ /pubmed/29449663 http://dx.doi.org/10.1038/s41598-018-21223-1 Text en © The Author(s) 2018 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 Matsubara, Hiroki Hirano, Hiroki Hirano, Harutoyo Soh, Zu Nakamura, Ryuji Saeki, Noboru Kawamoto, Masashi Yoshizumi, Masao Yoshino, Atsuo Sasaoka, Takafumi Yamawaki, Shigeto Tsuji, Toshio Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title | Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title_full | Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title_fullStr | Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title_full_unstemmed | Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title_short | Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model |
title_sort | quantitative evaluation of pain during electrocutaneous stimulation using a log-linearized peripheral arterial viscoelastic model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5814565/ https://www.ncbi.nlm.nih.gov/pubmed/29449663 http://dx.doi.org/10.1038/s41598-018-21223-1 |
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