Sex differences in brain modular organization in chronic pain. Issue 4 (April 2021)
- Record Type:
- Journal Article
- Title:
- Sex differences in brain modular organization in chronic pain. Issue 4 (April 2021)
- Main Title:
- Sex differences in brain modular organization in chronic pain
- Authors:
- Fauchon, Camille
Meunier, David
Rogachov, Anton
Hemington, Kasey S.
Cheng, Joshua C.
Bosma, Rachael L.
Osborne, Natalie R.
Kim, Junseok A.
Hung, Peter Shih-Ping
Inman, Robert D.
Davis, Karen D. - Abstract:
- Abstract : Abstract: Men and women can exhibit different pain sensitivities, and many chronic pain conditions are more prevalent in one sex. Although there is evidence of sex differences in the brain, it is not known whether there are sex differences in the organization of large-scale functional brain networks in chronic pain. Here, we used graph theory with modular analysis and machine-learning of resting-state-functional magnetic resonance imaging data from 220 participants: 155 healthy controls and 65 individuals with chronic low back pain due to ankylosing spondylitis, a form of arthritis. We found an extensive overlap in the graph partitions with the major brain intrinsic systems (ie, default mode, central, visual, and sensorimotor modules), but also sex-specific network topological characteristics in healthy people and those with chronic pain. People with chronic pain exhibited higher cross-network connectivity, and sex-specific nodal graph properties changes (ie, hub disruption), some of which were associated with the severity of the chronic pain condition. Females exhibited atypically higher functional segregation in the mid cingulate cortex and subgenual anterior cingulate cortex and lower connectivity in the network with the default mode and frontoparietal modules, whereas males exhibited stronger connectivity with the sensorimotor module. Classification models on nodal graph metrics could classify an individual's sex and whether they have chronic pain with highAbstract : Abstract: Men and women can exhibit different pain sensitivities, and many chronic pain conditions are more prevalent in one sex. Although there is evidence of sex differences in the brain, it is not known whether there are sex differences in the organization of large-scale functional brain networks in chronic pain. Here, we used graph theory with modular analysis and machine-learning of resting-state-functional magnetic resonance imaging data from 220 participants: 155 healthy controls and 65 individuals with chronic low back pain due to ankylosing spondylitis, a form of arthritis. We found an extensive overlap in the graph partitions with the major brain intrinsic systems (ie, default mode, central, visual, and sensorimotor modules), but also sex-specific network topological characteristics in healthy people and those with chronic pain. People with chronic pain exhibited higher cross-network connectivity, and sex-specific nodal graph properties changes (ie, hub disruption), some of which were associated with the severity of the chronic pain condition. Females exhibited atypically higher functional segregation in the mid cingulate cortex and subgenual anterior cingulate cortex and lower connectivity in the network with the default mode and frontoparietal modules, whereas males exhibited stronger connectivity with the sensorimotor module. Classification models on nodal graph metrics could classify an individual's sex and whether they have chronic pain with high accuracies (77%-92%). These findings highlight the organizational abnormalities of resting-state-brain networks in people with chronic pain and provide a framework to consider sex-specific pain therapeutics. Abstract : Supplemental Digital Content is Available in the Text.Sex-specific brain modular organization exists in healthy people and those with chronic pain. People with chronic pain exhibited higher cross-network connectivity and sex-specific atypical segregations. … (more)
- Is Part Of:
- Pain. Volume 162:Issue 4(2021)
- Journal:
- Pain
- Issue:
- Volume 162:Issue 4(2021)
- Issue Display:
- Volume 162, Issue 4 (2021)
- Year:
- 2021
- Volume:
- 162
- Issue:
- 4
- Issue Sort Value:
- 2021-0162-0004-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-04
- Subjects:
- Chronic pain -- Sex differences -- Graph theory -- Functional connectivity -- Network
Pain -- Periodicals
Douleur -- Périodiques
Anesthésie -- Périodiques
Pain
Electronic journals
Periodicals
Electronic journals
616.0472 - Journal URLs:
- http://ovidsp.ovid.com/ovidweb.cgi?T=JS&NEWS=n&CSC=Y&PAGE=toc&D=yrovft&AN=00006396-000000000-00000 ↗
http://www.sciencedirect.com/science/journal/03043959 ↗
http://www.clinicalkey.com/dura/browse/journalIssue/03043959 ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/03043959 ↗
http://journals.lww.com/pain/pages/default.aspx ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1097/j.pain.0000000000002104 ↗
- Languages:
- English
- ISSNs:
- 0304-3959
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6333.795000
British Library DSC - BLDSS-3PM
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- 25589.xml