Differentiating between heat pain intensities: the combined effect of multiple autonomic parameters.
Although it is well known that pain induces changes in autonomic parameters, the extent to which these changes correlate with the experience of pain is under debate. The aim of the present study was to compare a combination of multiple autonomic parameters and each parameter alone in their ability to differentiate among 4 categories of pain intensity. Tonic heat stimuli (1minute) were individually adjusted to induce no pain, low, medium, and high pain in 45 healthy volunteers. Electrocardiogram, photoplethysmogram, and galvanic skin response were recorded, and the following parameters were calculated: heart rate; heart rate variability-high frequency (0.15 to 0.4Hz) spectral power; skin conductance level; number of skin conduction fluctuations; and photoplethysmographic pulse wave amplitude. A combination of parameters was created by fitting an ordinal cumulative logit model to the data and using linear coefficients of the model. Friedman test with post-hoc Wilcoxon test were used to compare between pain intensity categories for every parameter alone and for their linear combination. All of the parameters successfully differentiated between no pain and all other pain categories. However, none of the parameters differentiated between all 3 pain categories (i.e., low and medium; medium and high; low and high). In contrast, the linear combination of parameters significantly differentiated not only between pain and no pain, but also between all pain categories (P<.001 to .02). These results suggest that multiparameter approaches should be further investigated to make progress toward reliable autonomic-based pain assessment.
The Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel Institute of Pain Medicine, Rambam Health Care Campus, Haifa, Israel Medasense Biometrics Ltd., Ofakim, Israel Pain Management Center, Sheba Medical Center, Tel Hashomer, Israel.
Roi
R
Treister
Mark
M
Kliger
Galit
G
Zuckerman
Itay Goor
IG
Aryeh
Elon
E
Eisenberg
D000328:Adult; D001341:Autonomic Nervous System / Q000502:physiology*; D004562:Electrocardiography; D005260:Female; D005712:Galvanic Skin Response; D006339:Heart Rate; D006358:Hot Temperature; D006801:Humans; D008297:Male; D010146:Pain / Q000503:physiopathology*; D010147:Pain Measurement / Q000379:methods*; D058748:Pain Perception / Q000502:physiology*; D017156:Photoplethysmography