Literature DB >> 25873194

Connectivity-based parcellation of the thalamus in multiple sclerosis and its implications for cognitive impairment: A multicenter study.

Alvino Bisecco1,2,3, Maria A Rocca1,4, Elisabetta Pagani1, Laura Mancini5, Christian Enzinger6, Antonio Gallo2,3, Hugo Vrenken7, Maria Laura Stromillo8, Massimiliano Copetti1, David L Thomas9, Franz Fazekas6, Gioacchino Tedeschi2,3, Frederik Barkhof7, Nicola De Stefano8, Massimo Filippi1,4.   

Abstract

In this multicenter study, we performed a tractography-based parcellation of the thalamus and its white matter connections to investigate the relationship between thalamic connectivity abnormalities and cognitive impairment in multiple sclerosis (MS). Dual-echo, morphological and diffusion tensor (DT) magnetic resonance imaging (MRI) scans were collected from 52 relapsing-remitting MS patients and 57 healthy controls from six European centers. Patients underwent an extensive neuropsychological assessment. Thalamic connectivity defined regions (CDRs) were segmented based on their cortical connectivity using diffusion tractography-based parcellation. Between-group differences of CDRs and cortico-thalamic tracts DT MRI indices were assessed. A vertex analysis of thalamic shape was also performed. A random forest analysis was run to identify the best imaging predictor of global cognitive impairment and deficits of specific cognitive domains. Twenty-two (43%) MS patients were cognitively impaired (CI). Compared to cognitively preserved, CI MS patients had increased fractional anisotropy of frontal, motor, postcentral and occipital connected CDRs (0.002<P<0.02). They also experienced more pronounced atrophy in anterior thalamic regions and abnormal DT MRI indices of all cortico-thalamic tracts. Damage of specific cortico-thalamic tracts explained global cognitive dysfunction and impairment of selected cognitive domains better than all other MRI variables. Thalamic CDR DT MRI abnormalities were correlated with abnormalities of the corresponding cortico-thalamic tracts. Cortico-thalamic disconnection is, at various levels, implicated in cognitive dysfunction in MS. Thalamic involvement in CI MS patients is likely related to gray matter rather than white matter damage of thalamic subregions.
© 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  DT MRI; cognitive impairment; gray matter; multiple sclerosis; thalamus; white matter

Mesh:

Year:  2015        PMID: 25873194      PMCID: PMC6869750          DOI: 10.1002/hbm.22809

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  65 in total

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