Abstract
It is widely believed that cortical changes are a consequence of longstanding neuropathic
pain (NP). In this article, we demonstrate that NP in individuals with subacute spinal
cord injury (SCI) has characteristic electroencephalography markers (EEG) that precede
the onset of pain. EEG was recorded in a relaxed state and during motor imagination
tasks in 10 able-bodied participants and 31 patients with subacute SCI (11 with NP,
10 without NP, and 10 who had pain develop within 6 months of EEG recording). All
20 patients with SCI initially without NP were tested for mechanically induced allodynia,
but only 1 patient, who later had pain develop, reported an unpleasant sensation.
The EEG reactivity to eye opening was reduced in the alpha band and absent in the
theta and beta bands in the patients who later developed pain and was reduced in those
who already had pain. Alpha band power was reduced at BA7 in both the relaxed state
and during motor imagination in patients who either had or later developed pain compared
with those without pain. All SCI groups had reduced dominant alpha frequency and beta
band power at BA7. EEG reactivity to eye opening and reduced spontaneous and induced
alpha activity over the parietal cortex were predictors of future NP, as well as markers
of existing NP.
Clinical Trial Registration Number: NCT02178917
Perspective
We demonstrate that brain activity in patients with subacute SCI reveals both early
markers and predictors of NP, which may manifest before sensory discomfort. These
markers and predictors may complement known sensory phenotypes of NP. They may exist
in other patient groups suffering from NP of central origin.
Key words
To read this article in full you will need to make a payment
Purchase one-time access:
Academic and PersonalCorporate R&D ProfessionalsOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to The Journal of PainAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Guidelines for standard electrode position nomenclature.J Clin Neurophysiol. 2006; 23: 107-110
- EEG differences between eyes-closed and eyes-open resting conditions.Clin Neurophysiol. 2007; 118: 2765-2773
- EEG, drug effects and central neural system poisoning.in: Niedermeyer E da Silva L Electroencephalography: Basic Principles, Clinical Applications and Related Fields. Lippincott Williams & Wilkins, Philadelphia, PA2005: 701-723
- An information-maximization approach to blind separation and blind deconvolution.Neural Comput. 1995; 7: 1129-1159
- The control of the false discovery rate in multiple testing under dependency.Ann Statist. 2001; 29: 1165-1188
- The LANSS Pain Scale: the Leeds assessment of neuropathic symptoms and signs.Pain. 2001; 92: 147-157
- Electroencephalographic slowing and reduced reactivity in NP following spinal cord injury.Spinal Cord. 2008; 46: 118-123
- Waking EEG cortical markers of chronic pain and sleepiness.Pain Med. 2017; 18: 1921-1931
- Development of the Wisconsin Brief Pain Questionnaire to assess pain in cancer and other diseases.Pain. 1983; 17: 197-210
- Characterization of chronic pain and somatosensory function in spinal cord injury subjects.Pain. 2001; 89: 253-263
- EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis.J Neurosci Methods. 2004; 134: 9-21
- Spinal cord injury pain: Mechanisms and treatment.Eur J Neurol. 2004; 11: 73-82
- Pain in patients with spinal cord injury.Pain. 2013; 154: S71-S76
- Phenotypes and predictors of pain following traumatic spinal cord injury: a prospective study.J Pain. 2014; 15: 40-48
- Brain anatomy changes associated with persistent NP following spinal cord injury.Cereb Cortex. 2010; 20: 1409-1419
- Reversed cortical over-activity during movement imagination following neurofeedback treatment for central NP.Clin Neurophysiol. 2016; 127: 3118-3127
- Altered brain wave activity in persons with chronic spinal cord injury.Int J Neurosci. 2007; 117: 1731-1734
- Thalamic mechanisms of EEG alpha rhythms and their pathological implications.Neuroscientist. 2005; 11: 357-372
- A neuropsychological model of pain: Research and clinical implications.J Pain. 2010; 11: 2-12
- Brain EEG activity correlates of chronic pain in persons with spinal cord injury: Clinical implications.Spinal Cord. 2013; 51: 55-58
- Functional and structural plasticity in the primary somatosensory cortex associated with chronic pain.J Neurochem. 2017; 141: 499-506
- Electroencephalographic signatures of pain and analgesia in rats.Pain. 2016; 157: 2330-2340
- Pain assessment according to the International Spinal Cord Injury Pain classification in patients with spinal cord injury referred to a multidisciplinary pain center.Spinal Cord. 2016; 54: 809-815
- Auditory event-related dynamics of the EEG spectrum and effects of exposure to tones.Electroencephalogr Clin Neurophysiol. 1993; 86: 283-293
- CanPain SCI clinical practice guidelines for rehabilitation management of NP after spinal cord: Screening and diagnosis recommendations.Spinal Cord. 2016; 54: S7-S13
- ERS/ERD patterns reflecting sensorimotor activation and deactivation.Prog Brain Res. 159. 2006: 211-222
- Nonparametric permutation tests for functional neuroimaging: A primer with examples.Hum Brain Mapp. 2001; 15: 1-25
- Alpha rhythms as physiological and abnormal phenomena.Int J Psychophysiol. 1997; 26: 31-49
- The glutamatergic system as a target for NP relief.Exp Physiol. 2013; 98: 372-384
- Rehabilitation of hand in subacute tetraplegic patients based on brain computer interface and functional electrical stimulation: a randomised pilot study.J Neural Eng. 2016; 13065002
Pascual-Marqui RD: Discrete, 3D distributed, linear imaging methods of electric neuronal activity, part 1: Exact, zero error localization. Available at: https://arxiv.org/abs/0710.3341. Accessed May 28, 2018
- Event-related EEG/MEG synchronization and desynchronization: Basic principles.Clin Neurophysiol. 1999; 110: 1842-1857
- Increased EEG power and slowed dominant frequency in patients with neurogenic pain.Brain. 2006; 129: 55-64
- High thalamocortical theta coherence in patients with neurogenic pain.Neuroimage. 2008; 39: 1910-1917
- A longitudinal study of the prevalence and characteristics of pain in the first 5 years following spinal cord injury.Pain. 2003; 103: 249-257
- Spinal cord injury-induced pain: mechanisms and treatments.Pain Manag. 2015; 5: 493-507
- Localization bias and spatial resolution of adaptive and non-adaptive spatial filters for MEG source reconstruction.Neuroimage. 2005; 25: 1056-1067
- EEG source localization: Sensor density and head surface coverage.J Neurosci Methods. 2015; 256: 9-21
- Persistent EEG overactivation in the cortical pain matrix of neurogenic pain patients.Neuroimage. 2006; 31: 721-731
- Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: An approach to cerebral imaging. New York, NY, Thieme. 1988;
- Levels of brain wave activity (8–13 Hz) in persons with spinal cord injury.Spinal Cord. 2004; 42: 73-79
- Dynamic oscillatory signatures of central neuropathic pain in spinal cord injury.J Pain. 2014; 15: 645-655
- Neuropathic pain and spinal cord injury: phenotypes and pharmacological management.Drugs. 2017; 77: 967-984
- The nature and course of sensory changes following spinal cord injury: Predictive properties and implications on the mechanism of central pain.Brain. 2012; 135: 418-430
Article Info
Publication History
Published online: May 08, 2018
Accepted:
April 21,
2018
Received in revised form:
March 10,
2018
Received:
January 8,
2018
Footnotes
☆This research was been supported by the Higher Committee for Education Development, Iraq.
✯✯Conflicts of interest: none
Identification
Copyright
© 2018 by the American Pain Society

