TY - JOUR
T1 - Whole-brain functional network disruption in chronic pain with disk herniation
AU - Huang, Shishi
AU - Wakaizumi, Kenta
AU - Wu, Binbin
AU - Shen, Bangli
AU - Wu, Bo
AU - Fan, Linyu
AU - Baliki, Marwan N.
AU - Zhan, Gonghao
AU - Apkarian, A. Vania
AU - Huang, Lejian
N1 - Funding Information:
The authors thank Feng Xu at the Department of Pain Management for helping recruitment and Lili Yang at the Department of Radiology in the Second Affiliated Hospital of Wenzhou Medical University for maintaining MRI scanner. The authors also thank NIH (grant 1P50DA044121-01A1) for funding for data analysis.
Publisher Copyright:
© 2019 International Association for the Study of Pain.
PY - 2019/12/1
Y1 - 2019/12/1
N2 - Brain functional network properties are globally disrupted in multiple musculoskeletal chronic pain conditions. Back pain with lumbar disk herniation (LDH) is highly prevalent and a major route for progression to chronic back pain. However, brain functional network properties remain unknown in such patients. Here, we examined resting-state functional magnetic resonance imaging-based functional connectivity networks in chronic back pain patients with clear evidence for LDH (LDH-chronic pain n = 146), in comparison to healthy controls (HCs, n = 165). The study was conducted in China, thus providing the opportunity to also examine the influence of culture on brain functional reorganization with chronic pain. The data were equally subdivided into discovery and validation subgroups (n = 68 LDH-chronic pain and n = 68 HC, for each subgroup), and contrasted to an off-site data set (n = 272, NITRC 1000). Graph disruption indices derived from 3 network topological measurements, degree, clustering coefficient, and efficiency, which respectively represent network hubness, segregation, and integration, were significantly decreased compared with HC, across all predefined link densities, in both discovery and validation groups. However, global mean clustering coefficient and betweenness centrality were decreased in the discovery group and showed trend in the validation group. The relationship between pain and graph disruption indices was limited to males with high education. These results deviate somewhat from recent similar analysis for other musculoskeletal chronic pain conditions, yet we cannot determine whether the differences are due to types of pain or also to cultural differences between patients studied in China and the United States.
AB - Brain functional network properties are globally disrupted in multiple musculoskeletal chronic pain conditions. Back pain with lumbar disk herniation (LDH) is highly prevalent and a major route for progression to chronic back pain. However, brain functional network properties remain unknown in such patients. Here, we examined resting-state functional magnetic resonance imaging-based functional connectivity networks in chronic back pain patients with clear evidence for LDH (LDH-chronic pain n = 146), in comparison to healthy controls (HCs, n = 165). The study was conducted in China, thus providing the opportunity to also examine the influence of culture on brain functional reorganization with chronic pain. The data were equally subdivided into discovery and validation subgroups (n = 68 LDH-chronic pain and n = 68 HC, for each subgroup), and contrasted to an off-site data set (n = 272, NITRC 1000). Graph disruption indices derived from 3 network topological measurements, degree, clustering coefficient, and efficiency, which respectively represent network hubness, segregation, and integration, were significantly decreased compared with HC, across all predefined link densities, in both discovery and validation groups. However, global mean clustering coefficient and betweenness centrality were decreased in the discovery group and showed trend in the validation group. The relationship between pain and graph disruption indices was limited to males with high education. These results deviate somewhat from recent similar analysis for other musculoskeletal chronic pain conditions, yet we cannot determine whether the differences are due to types of pain or also to cultural differences between patients studied in China and the United States.
KW - Brain network disruption
KW - Chronic pain
KW - Lumbar disk herniation
KW - Resting-state fMRI
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U2 - 10.1097/j.pain.0000000000001674
DO - 10.1097/j.pain.0000000000001674
M3 - Article
C2 - 31408051
AN - SCOPUS:85074964430
SN - 0304-3959
VL - 160
SP - 2829
EP - 2840
JO - Pain
JF - Pain
IS - 12
ER -