TY - JOUR
T1 - Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model
AU - Matsubara, Hiroki
AU - Hirano, Hiroki
AU - Hirano, Harutoyo
AU - Soh, Zu
AU - Nakamura, Ryuji
AU - Saeki, Noboru
AU - Kawamoto, Masashi
AU - Yoshizumi, Masao
AU - Yoshino, Atsuo
AU - Sasaoka, Takafumi
AU - Yamawaki, Shigeto
AU - Tsuji, Toshio
N1 - Publisher Copyright:
© 2018 The Author(s).
PY - 2018/12/1
Y1 - 2018/12/1
N2 - 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.
AB - 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.
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U2 - 10.1038/s41598-018-21223-1
DO - 10.1038/s41598-018-21223-1
M3 - Article
C2 - 29449663
AN - SCOPUS:85042174336
SN - 2045-2322
VL - 8
JO - Scientific reports
JF - Scientific reports
IS - 1
M1 - 3091
ER -