Structural constraints of functional connectivity drive cognitive impairment in the early stages of multiple sclerosis. (April 2021)
- Record Type:
- Journal Article
- Title:
- Structural constraints of functional connectivity drive cognitive impairment in the early stages of multiple sclerosis. (April 2021)
- Main Title:
- Structural constraints of functional connectivity drive cognitive impairment in the early stages of multiple sclerosis
- Authors:
- Koubiyr, Ismail
Deloire, Mathilde
Brochet, Bruno
Besson, Pierre
Charré-Morin, Julie
Saubusse, Aurore
Tourdias, Thomas
Ruet, Aurélie - Abstract:
- Background: The relationship between structural and functional deficits in multiple sclerosis (MS) is unclear. Objective: This study explored structure-function relationships during the 5 years following a clinically isolated syndrome and their role in cognitive performance. Methods: Thirty-two patients were enrolled after their first neurological episode suggestive of MS and followed for 5 years, along with 10 matched healthy controls. We assessed structural (using diffusion tensor imaging) and functional (using resting-state functional magnetic resonance imaging (fMRI)) brain network metrics, clinical and cognitive scores at each follow-up visit. Structural–functional coupling, calculated as the correlation coefficient between strengths of structural and functional networks, was used to assess structure–function relationships. Results: Structural clustering coefficient was significantly increased after 5 years, whereas characteristic path length decreased. Structural connections decreased after 1 year and increased after 5 years. Functional connections and related path lengths were decreased after 5 years. Structural–functional coupling had increased significantly after 5 years. This structural–functional coupling was associated with cognitive and clinical evolution, with stronger coupling associated with a decline in both domains. Conclusion: Our findings provide novel biological evidence that MS leads to a more constrained anatomical-dependant functional connectivity.Background: The relationship between structural and functional deficits in multiple sclerosis (MS) is unclear. Objective: This study explored structure-function relationships during the 5 years following a clinically isolated syndrome and their role in cognitive performance. Methods: Thirty-two patients were enrolled after their first neurological episode suggestive of MS and followed for 5 years, along with 10 matched healthy controls. We assessed structural (using diffusion tensor imaging) and functional (using resting-state functional magnetic resonance imaging (fMRI)) brain network metrics, clinical and cognitive scores at each follow-up visit. Structural–functional coupling, calculated as the correlation coefficient between strengths of structural and functional networks, was used to assess structure–function relationships. Results: Structural clustering coefficient was significantly increased after 5 years, whereas characteristic path length decreased. Structural connections decreased after 1 year and increased after 5 years. Functional connections and related path lengths were decreased after 5 years. Structural–functional coupling had increased significantly after 5 years. This structural–functional coupling was associated with cognitive and clinical evolution, with stronger coupling associated with a decline in both domains. Conclusion: Our findings provide novel biological evidence that MS leads to a more constrained anatomical-dependant functional connectivity. The collapse of this network seems to lead to both cognitive worsening and clinical disability. … (more)
- Is Part Of:
- Multiple sclerosis. Volume 27:Number 4(2021)
- Journal:
- Multiple sclerosis
- Issue:
- Volume 27:Number 4(2021)
- Issue Display:
- Volume 27, Issue 4 (2021)
- Year:
- 2021
- Volume:
- 27
- Issue:
- 4
- Issue Sort Value:
- 2021-0027-0004-0000
- Page Start:
- 559
- Page End:
- 567
- Publication Date:
- 2021-04
- Subjects:
- Multiple sclerosis -- clinically isolated syndrome -- functional MRI -- diffusion tensor imaging -- graph theory -- cognition
Central nervous system -- Diseases -- Periodicals
Myelin sheath -- Diseases -- Periodicals
Inflammation -- Periodicals
Multiple sclerosis -- Periodicals
Central Nervous System Diseases -- Periodicals
Demyelinating Diseases -- Periodicals
Inflammation -- Periodicals
Multiple Sclerosis -- Periodicals
Système nerveux central -- Maladies -- Périodiques
Gaine de myéline -- Maladies -- Périodiques
Inflammation (Pathologie) -- Périodiques
Sclérose en plaques -- Périodiques
Electronic journals
616.834005 - Journal URLs:
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http://firstsearch.oclc.org/journal=1352-4585;screen=info;ECOIP ↗
http://www.arnoldpublishers.com/journals/pages/mul_scl/13524585.htm ↗ - DOI:
- 10.1177/1352458520971807 ↗
- Languages:
- English
- ISSNs:
- 1352-4585
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