TY - JOUR
T1 - Circulating Lipids and Acute Pain Sensitization
T2 - An Exploratory Analysis
AU - Starkweather, Angela
AU - Julian, Thomas
AU - Ramesh, Divya
AU - Heineman, Amy
AU - Sturgill, Jamie
AU - Dorsey, Susan G.
AU - Lyon, Debra E.
AU - Wijesinghe, Dayanjan Shanaka
N1 - Publisher Copyright:
© 2017 Wolters Kluwer Health, Inc. All rights reserved.
PY - 2017/11/1
Y1 - 2017/11/1
N2 - Background In individuals with low back pain, higher lipid levels have been documented and were associated with increased risk for chronic low back pain. Objectives The purpose of this research was to identify plasma lipids that discriminate participants with acute low back pain with or without pain sensitization as measured by quantitative sensory testing. Methods This exploratory study was conducted as part of a larger parent randomized controlled trial. A cluster analysis of 30 participants with acute low back pain revealed two clusters: one with signs of peripheral and central sensitivity to mechanical and thermal stimuli and the other with an absence of peripheral and central sensitivity. Lipid levels were extracted from plasma and measured using mass spectroscopy. Results Triacylglycerol 50:2 was significantly higher in participants with peripheral and central sensitization compared to the nonsensitized cluster. The nonsensitized cluster had significantly higher levels of phosphoglyceride 34:2, plasmenyl phosphocholine 38:1, and phosphatidic acid 28:1 compared to participants with peripheral and central sensitization. Linear discriminant function analysis was conducted using the four statistically significant lipids to test their predictive power to classify those in the sensitization and no-sensitization clusters; the four lipids accurately predicted cluster classification 58% of the time (R 2 =.58, -2 log likelihood = 14.59). Discussion The results of this exploratory study suggest a unique lipidomic signature in plasma of patients with acute low back pain based on the presence or absence of pain sensitization. Future work to replicate these preliminary findings is underway.
AB - Background In individuals with low back pain, higher lipid levels have been documented and were associated with increased risk for chronic low back pain. Objectives The purpose of this research was to identify plasma lipids that discriminate participants with acute low back pain with or without pain sensitization as measured by quantitative sensory testing. Methods This exploratory study was conducted as part of a larger parent randomized controlled trial. A cluster analysis of 30 participants with acute low back pain revealed two clusters: one with signs of peripheral and central sensitivity to mechanical and thermal stimuli and the other with an absence of peripheral and central sensitivity. Lipid levels were extracted from plasma and measured using mass spectroscopy. Results Triacylglycerol 50:2 was significantly higher in participants with peripheral and central sensitization compared to the nonsensitized cluster. The nonsensitized cluster had significantly higher levels of phosphoglyceride 34:2, plasmenyl phosphocholine 38:1, and phosphatidic acid 28:1 compared to participants with peripheral and central sensitization. Linear discriminant function analysis was conducted using the four statistically significant lipids to test their predictive power to classify those in the sensitization and no-sensitization clusters; the four lipids accurately predicted cluster classification 58% of the time (R 2 =.58, -2 log likelihood = 14.59). Discussion The results of this exploratory study suggest a unique lipidomic signature in plasma of patients with acute low back pain based on the presence or absence of pain sensitization. Future work to replicate these preliminary findings is underway.
KW - acute pain
KW - back pain
KW - lipids
KW - pain sensitization
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U2 - 10.1097/NNR.0000000000000248
DO - 10.1097/NNR.0000000000000248
M3 - Article
C2 - 29095376
AN - SCOPUS:85034060418
SN - 0029-6562
VL - 66
SP - 454
EP - 461
JO - Nursing Research
JF - Nursing Research
IS - 6
ER -