Multiple Sclerosis: Effects of Cognitive Rehabilitation on Structural and Functional MR Imaging Measures-An Explorative Study

被引:169
作者
Filippi, Massimo [1 ,2 ]
Riccitelli, Gianna [1 ,5 ]
Mattioli, Flavia [4 ]
Capra, Ruggero
Stampatori, Chiara [4 ]
Pagani, Elisabetta [1 ]
Valsasina, Paola [1 ]
Copetti, Massimiliano [6 ]
Falini, Andrea [3 ]
Comi, Giancarlo [2 ]
Rocca, Maria A. [1 ,2 ]
机构
[1] Inst Sci, Neuroimaging Res Unit, Inst Expt Neurol, I-20132 Milan, Italy
[2] Inst Sci, Dept Neurol, Div Neurosci, I-20132 Milan, Italy
[3] Inst Sci, Dept Neuroradiol, I-20132 Milan, Italy
[4] Spedali Civili Brescia, Dept Clin Neuropsychol, Brescia, Italy
[5] Spedali Civili Brescia, Multiple Sclerosis Ctr, Brescia, Italy
[6] IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, Foggia, Italy
关键词
INDEPENDENT COMPONENT ANALYSIS; RESTING-STATE NETWORKS; BRAIN CHANGE; BASE-LINE; IMPAIRMENT; MEMORY; CONNECTIVITY; TRIAL; FMRI; MS;
D O I
10.1148/radiol.11111299
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Purpose: To evaluate brain changes after cognitive rehabilitation in patients with clinically stable relapsing-remitting (RR) multiple sclerosis (MS) by using neuropsychologic assessment and structural and functional magnetic resonance (MR) imaging techniques. Materials and Methods: The study was conducted with approval of the involved institutional review boards. Written informed consent was obtained from each participant. Twenty patients with RR MS and cognitive deficits at baseline were randomly assigned to undergo treatment (n = 10), which entailed computer-assisted cognitive rehabilitation of attention and information processing and executive functions, or to serve as a control subjects (n = 10) without cognitive rehabilitation. All patients underwent a standardized neuropsychologic assessment and MR imaging at baseline and after 12 weeks. Changes in gray matter (GM) volumes on three-dimensional T1-weighted images and changes in normal-appearing white matter (NAWM) architecture on diffusion-weighted images were assessed. Changes in functional activity at functional MR imaging during the Stroop task and at rest were also investigated by using linear models. Results: As compared with their performance at baseline, the patients in the treatment group improved at tests of attention and information processing and executive functions. Neither structural modifications to GM volume nor modifications to NAWM architecture were detected at follow-up in both groups. Functional MR imaging demonstrated modifications of the activity of the posterior cingulate cortex (PCC)/precuneus and dorsolateral prefrontal cortex (PFC) during the Stroop task, as well as modifications of the activity of the anterior cingulum, PCC and/or precuneus, left dorsolateral PFC, and right inferior parietal lobule at rest in the treatment group compared with the control group. In the treatment group, functional MR imaging changes were correlated with cognitive improvement (P < .0001 to .01). Conclusion: Rehabilitation of attention and information processing and executive functions in RR MS may be effected through enhanced recruitment of brain networks subserving the trained functions.
引用
收藏
页码:932 / 940
页数:9
相关论文
共 44 条
[1]
Multiple sclerosis-related cognitive changes: A review of cross-sectional and longitudinal studies [J].
Amato, MP ;
Zipoli, V ;
Portaccio, E .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2006, 245 (1-2) :41-46
[2]
Ashburner J, 2000, HUM BRAIN MAPP, V9, P212, DOI 10.1002/(SICI)1097-0193(200004)9:4<212::AID-HBM3>3.0.CO
[3]
2-#
[4]
Efficiency of cognitive control recruitment in the very early stage of multiple sclerosis: a one-year fMRI follow-up study [J].
Audoin, B. ;
Reuter, F. ;
Duong, M. V. A. ;
Malikova, I. ;
Confort-Gouny, S. ;
Cherif, A. A. ;
Cozzone, P. J. ;
Pelletier, J. ;
Ranjeva, J. P. .
MULTIPLE SCLEROSIS JOURNAL, 2008, 14 (06) :786-792
[5]
Investigations into resting-state connectivity using independent component analysis [J].
Beckmann, CF ;
DeLuca, M ;
Devlin, JT ;
Smith, SM .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) :1001-1013
[6]
Training-related brain plasticity in subjects at risk of developing Alzheimer's disease [J].
Belleville, Sylvie ;
Clement, Francis ;
Mellah, Samira ;
Gilbert, Brigitte ;
Fontaine, Francine ;
Gauthier, Serge .
BRAIN, 2011, 134 :1623-1634
[7]
Conflict monitoring and cognitive control [J].
Botvinick, MM ;
Braver, TS ;
Barch, DM ;
Carter, CS ;
Cohen, JD .
PSYCHOLOGICAL REVIEW, 2001, 108 (03) :624-652
[8]
A method for making group inferences from functional MRI data using independent component analysis [J].
Calhoun, VD ;
Adali, T ;
Pearlson, GD ;
Pekar, JJ .
HUMAN BRAIN MAPPING, 2001, 14 (03) :140-151
[9]
Anterior cingulate cortex, error detection, and the online monitoring of performance [J].
Carter, CS ;
Braver, TS ;
Barch, DM ;
Botvinick, MM ;
Noll, D ;
Cohen, JD .
SCIENCE, 1998, 280 (5364) :747-749
[10]
The precuneus: a review of its functional anatomy and behavioural correlates [J].
Cavanna, AE ;
Trimble, MR .
BRAIN, 2006, 129 :564-583