Literature DB >> 16282201

Dynamics of pain: fractal dimension of temporal variability of spontaneous pain differentiates between pain States.

Jennifer M Foss1, A Vania Apkarian, Dante R Chialvo.   

Abstract

Spontaneous pain is a common complaint in chronic pain conditions. However, its properties have not been explored. Here we study temporal properties of spontaneous pain. We examine time variability of fluctuations of spontaneous pain in patients suffering from chronic back pain and chronic postherpetic neuropathy and contrast properties of these ratings to normal subjects' ratings of either acute thermal painful stimuli or of imagined back pain. Subjects are instructed to continuously rate their subjective assessment of the intensity of pain over a 6- to 12-min period. We observe that the fluctuations of spontaneous pain do not possess stable mean or variance, implying that these time series can be better characterized by fractal analysis. To this end, we apply time and frequency domain techniques to characterize variability of pain ratings with a single parameter: fractal dimension, D. We demonstrate that the majority of ratings of spontaneous pain by the patients have fractal properties, namely they show a power law relationship between variability and time-scale length; D is distinct between types of chronic pain, and from ratings of thermal stimulation or of imagined pain; and there is a correspondence between D for pain ratings and D for brain activity, in chronic back pain patients using fMRI. These results show that measures of variability of spontaneous pain differentiate between chronic pain conditions, and thus may have mechanistic and clinical utility.

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Year:  2005        PMID: 16282201     DOI: 10.1152/jn.00768.2005

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  37 in total

1.  Intrinsic brain connectivity in fibromyalgia is associated with chronic pain intensity.

Authors:  Vitaly Napadow; Lauren LaCount; Kyungmo Park; Sawsan As-Sanie; Daniel J Clauw; Richard E Harris
Journal:  Arthritis Rheum       Date:  2010-08

2.  Pain characteristic differences between subacute and chronic back pain.

Authors:  Mona Lisa Chanda; Matthew D Alvin; Thomas J Schnitzer; A Vania Apkarian
Journal:  J Pain       Date:  2011-04-15       Impact factor: 5.820

3.  Mind wandering away from pain dynamically engages antinociceptive and default mode brain networks.

Authors:  Aaron Kucyi; Tim V Salomons; Karen D Davis
Journal:  Proc Natl Acad Sci U S A       Date:  2013-10-28       Impact factor: 11.205

4.  Evaluation of the 3D fractal dimension as a marker of structural brain complexity in multiple-acquisition MRI.

Authors:  Stephan Krohn; Martijn Froeling; Alexander Leemans; Dirk Ostwald; Pablo Villoslada; Carsten Finke; Francisco J Esteban
Journal:  Hum Brain Mapp       Date:  2019-05-15       Impact factor: 5.038

5.  Brain activity for spontaneous pain of postherpetic neuralgia and its modulation by lidocaine patch therapy.

Authors:  P Y Geha; M N Baliki; D R Chialvo; R N Harden; J A Paice; A V Apkarian
Journal:  Pain       Date:  2006-10-25       Impact factor: 6.961

6.  Chronic pain and the emotional brain: specific brain activity associated with spontaneous fluctuations of intensity of chronic back pain.

Authors:  Marwan N Baliki; Dante R Chialvo; Paul Y Geha; Robert M Levy; R Norman Harden; Todd B Parrish; A Vania Apkarian
Journal:  J Neurosci       Date:  2006-11-22       Impact factor: 6.167

Review 7.  Towards a theory of chronic pain.

Authors:  A Vania Apkarian; Marwan N Baliki; Paul Y Geha
Journal:  Prog Neurobiol       Date:  2008-10-05       Impact factor: 11.685

8.  Use of lidocaine patches for neuropathic pain in a comprehensive cancer centre.

Authors:  Julia Ann Fleming; Bradley David O'Connor
Journal:  Pain Res Manag       Date:  2009 Sep-Oct       Impact factor: 3.037

Review 9.  Pain perception in relation to emotional learning.

Authors:  A Vania Apkarian
Journal:  Curr Opin Neurobiol       Date:  2008-10-14       Impact factor: 6.627

10.  D-cycloserine reduces neuropathic pain behavior through limbic NMDA-mediated circuitry.

Authors:  Magali Millecamps; Maria V Centeno; Hector H Berra; Charles N Rudick; Simona Lavarello; Tatiana Tkatch; A Vania Apkarian
Journal:  Pain       Date:  2007-04-20       Impact factor: 6.961

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