Functional connectivity changes and their relationship with clinical disability and white matter integrity in patients with relapsing–remitting multiple sclerosis. (November 2015)
- Record Type:
- Journal Article
- Title:
- Functional connectivity changes and their relationship with clinical disability and white matter integrity in patients with relapsing–remitting multiple sclerosis. (November 2015)
- Main Title:
- Functional connectivity changes and their relationship with clinical disability and white matter integrity in patients with relapsing–remitting multiple sclerosis
- Authors:
- Sbardella, Emilia
Tona, F
Petsas, N
Upadhyay, N
Piattella, MC
Filippini, N
Prosperini, L
Pozzilli, C
Pantano, P - Abstract:
- Background and objective: To define the pathological substrate underlying disability in multiple sclerosis by evaluating the relationship of resting-state functional connectivity with microstructural brain damage, as assessed by diffusion tensor imaging, and clinical impairments. Methods: Thirty relapsing–remitting patients and 24 controls underwent 3T-MRI; motor abilities were evaluated by using measures of walking speed, hand dexterity and balance capability, while information processing speed was evaluated by a paced auditory serial addiction task. Independent component analysis and tract-based spatial statistics were applied to RS-fMRI and diffusion tensor imaging data using FSL software. Group differences, after dual regression, and clinical correlations were modelled with General-Linear-Model and corrected for multiple comparisons. Results: Patients showed decreased functional connectivity in 5 of 11 resting-state-networks (cerebellar, executive-control, medial-visual, basal ganglia and sensorimotor), changes in inter-network correlations and widespread white matter microstructural damage. In multiple sclerosis, corpus callosum microstructural damage positively correlated with functional connectivity in cerebellar and auditory networks. Moreover, functional connectivity within the medial-visual network inversely correlated with information processing speed. White matter widespread microstructural damage inversely correlated with both the paced auditory serial addictionBackground and objective: To define the pathological substrate underlying disability in multiple sclerosis by evaluating the relationship of resting-state functional connectivity with microstructural brain damage, as assessed by diffusion tensor imaging, and clinical impairments. Methods: Thirty relapsing–remitting patients and 24 controls underwent 3T-MRI; motor abilities were evaluated by using measures of walking speed, hand dexterity and balance capability, while information processing speed was evaluated by a paced auditory serial addiction task. Independent component analysis and tract-based spatial statistics were applied to RS-fMRI and diffusion tensor imaging data using FSL software. Group differences, after dual regression, and clinical correlations were modelled with General-Linear-Model and corrected for multiple comparisons. Results: Patients showed decreased functional connectivity in 5 of 11 resting-state-networks (cerebellar, executive-control, medial-visual, basal ganglia and sensorimotor), changes in inter-network correlations and widespread white matter microstructural damage. In multiple sclerosis, corpus callosum microstructural damage positively correlated with functional connectivity in cerebellar and auditory networks. Moreover, functional connectivity within the medial-visual network inversely correlated with information processing speed. White matter widespread microstructural damage inversely correlated with both the paced auditory serial addiction task and hand dexterity. Conclusions: Despite the within-network functional connectivity decrease and the widespread microstructural damage, the inter-network functional connectivity changes suggest a global brain functional rearrangement in multiple sclerosis. The correlation between functional connectivity alterations and callosal damage uncovers a link between functional and structural connectivity. Finally, functional connectivity abnormalities affect information processing speed rather than motor abilities. … (more)
- Is Part Of:
- Multiple sclerosis. Volume 21:Number 13(2015)
- Journal:
- Multiple sclerosis
- Issue:
- Volume 21:Number 13(2015)
- Issue Display:
- Volume 21, Issue 13 (2015)
- Year:
- 2015
- Volume:
- 21
- Issue:
- 13
- Issue Sort Value:
- 2015-0021-0013-0000
- Page Start:
- 1681
- Page End:
- 1692
- Publication Date:
- 2015-11
- Subjects:
- Multiple sclerosis -- resting state -- disability -- functional connectivity -- structural connectivity
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
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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:
- 10.1177/1352458514568826 ↗
- Languages:
- English
- ISSNs:
- 1352-4585
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