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Abnormal medial prefrontal cortex functional connectivity and its association with clinical symptoms in chronic low back pain
- Source :
- Pain. 160:1308-1318
- Publication Year :
- 2019
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2019.
-
Abstract
- Accumulating evidence has shown that complicated brain systems are involved in the development and maintenance of chronic low back pain (cLBP), but the association between brain functional changes and clinical outcomes remains unclear. Here, we used resting-state functional magnetic resonance imaging (fMRI) and multivariate pattern analysis to identify abnormal functional connectivity (FC) between the default mode, sensorimotor, salience, and central executive brain networks in cLBP and tested whether abnormal FCs are related to pain and comorbid symptoms. Fifty cLBP patients and 44 matched healthy controls (HCs) underwent an fMRI scan, from which brain networks were identified by independent component analysis. Multivariate pattern analysis, graph theory approaches, and correlation analyses were applied to find abnormal FCs that were associated with clinical symptoms. Findings were validated on a second cohort of 30 cLBP patients and 30 matched HCs. Results showed that the medial prefrontal cortex/rostral anterior cingulate cortex had abnormal FCs with brain regions within the default mode network and with other brain networks in cLBP patients. These altered FCs were also correlated with pain duration, pain severity, and pain interference. Finally, we found that resting-state FC could discriminate cLBP patients from HCs with 91% accuracy in the first cohort and 78% accuracy in the validation cohort. Our findings suggest that the medial prefrontal cortex/rostral anterior cingulate cortex may be an important hub for linking the default mode network with the other 3 networks in cLBP patients. Elucidating the altered FCs and their association with clinical outcomes will enhance our understanding of the pathophysiology of cLBP and may facilitate the development of pain management approaches.
- Subjects :
- Adult
Male
medicine.medical_specialty
Prefrontal Cortex
Correlation
03 medical and health sciences
0302 clinical medicine
Physical medicine and rehabilitation
Text mining
030202 anesthesiology
Neural Pathways
medicine
Humans
Prefrontal cortex
Anterior cingulate cortex
Default mode network
Aged
Brain Mapping
medicine.diagnostic_test
business.industry
Brain
Middle Aged
Magnetic Resonance Imaging
humanities
Pathophysiology
Anesthesiology and Pain Medicine
medicine.anatomical_structure
Neurology
Cohort
Female
Neurology (clinical)
Chronic Pain
Nerve Net
business
Functional magnetic resonance imaging
Low Back Pain
human activities
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 18726623 and 03043959
- Volume :
- 160
- Database :
- OpenAIRE
- Journal :
- Pain
- Accession number :
- edsair.doi.dedup.....caa7096dcd1cbacc7c73679fa85b7004