Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Jun;16(6):1111-1120.
doi: 10.4103/1673-5374.300450.

A network-based cognitive training induces cognitive improvements and neuroplastic changes in patients with relapsing-remitting multiple sclerosis: an exploratory case-control study

Affiliations

A network-based cognitive training induces cognitive improvements and neuroplastic changes in patients with relapsing-remitting multiple sclerosis: an exploratory case-control study

Riccardo Manca et al. Neural Regen Res. 2021 Jun.

Abstract

Cognitive impairments are commonly observed in patients with multiple sclerosis and are associated with lower levels of quality of life. No consensus has been reached on how to tackle effectively cognitive decline in this clinical population non-pharmacologically. This exploratory case-control study aims to investigate the effectiveness of a hypothesis-based cognitive training designed to target multiple domains by promoting the synchronous co-activation of different brain areas and thereby improve cognition and induce changes in functional connectivity in patients with relapsing-remitting multiple sclerosis. Forty-five patients (36 females and 9 males, mean age 44.62 ± 8.80 years) with clinically stable relapsing-remitting multiple sclerosis were assigned to either a standard cognitive training or to control groups (sham training and non-active control). The standard training included twenty sessions of computerized exercises involving various cognitive functions supported by distinct brain networks. The sham training was a modified version of the standard training that comprised the same exercises and number of sessions but with increased processing speed load. The non-active control group received no cognitive training. All patients underwent comprehensive neuropsychological and magnetic resonance imaging assessments at baseline and after 5 weeks. Cognitive and resting-state magnetic resonance imaging data were analyzed using repeated measures models. At reassessment, the standard training group showed significant cognitive improvements compared to both control groups in memory tasks not specifically targeted by the training: the Buschke Selective Reminding Test and the Semantic Fluency test. The standard training group showed reductions in functional connectivity of the salience network, in the anterior cingulate cortex, associated with improvements on the Buschke Selective Reminding Test. No changes were observed in the sham training group. These findings suggest that multi-domain training that stimulates multiple brain areas synchronously may improve cognition in people with relapsing-remitting multiple sclerosis if sufficient time to process training material is allowed. The associated reduction in functional connectivity of the salience network suggests that training-induced neuroplastic functional reorganization may be the mechanism supporting performance gains. This study was approved by the Regional Ethics Committee of Yorkshire and Humber (approval No. 12/YH/0474) on November 20, 2013.

Keywords: cognitive training; magnetic resonance imaging; multiple sclerosis; neuroplasticity; neuropsychology; rehabilitation; salience network.

PubMed Disclaimer

Conflict of interest statement

None

Figures

Figure 1
Figure 1
Lexical-semantic tasks. Sample trials included in: (A) Change calculation, (B) Lexical odd one out, (C) Semantic odd one out, (D) Semantic inhibition tasks. Used images have been selected from a publicly a freely available database that can be found at http://www.freedigitalphotos.net/.
Figure 2
Figure 2
Reasoning tasks. Sample trials included in: (A) Verbal sequence completion, (B) Visual sequence completion, (C) Sentence completion, (D) Scene completion tasks.Used images have been selected from a publicly a freely available database that can be found at http://www.freedigitalphotos.net/.
Figure 3
Figure 3
Cognitive performance. Cognitive changes on the Buschke Selective Reminding Test (BSRT) and the Semantic Fluency Test resulting from the three group-by-time repeated measures analysis of covariance comparing two experimental groups at a time (n = 15 for each group). Values are expressed as the mean ± standard error. n.s.: Not significant.
Figure 4
Figure 4
Functional connectivity of the salience network. Decreases (blue) and increases (red) in resting-state functional connectivity of the salience network resulting from the three group-by-time repeated measures analysis of covariance comparing two experimental groups at a time in SPM12 (n = 15 for each group). P < 0.05 Family Wise Error corrected. L: Left; R: right.
Figure 5
Figure 5
Association between cognitive and functional connectivity changes. Negative association between decreased resting-state functional connectivity (post-training – baseline difference maps) within the salience network and increased cognitive performance on the Buschke Selective Reminding Test (post-training – baseline difference score) in the Standard training group (n = 15). P < 0.05 Family Wise Error corrected. L: Left; R: right.

References

    1. Allen MD, Bigler ED, Larsen J, Goodrich-Hunsaker NJ, Hopkins RO. Functional neuroimaging evidence for high cognitive effort on the Word Memory Test in the absence of external incentives. Brain Inj. 2007;21:1425–1428. - PubMed
    1. Armitage SG. An analysis of certain psychological tests used for the evaluation of brain injury. Psychol Monogr. 1946;60:1–48.
    1. Binder JR, Desai RH, Graves WW, Conant LL. Where is the semantic system. A critical review and meta-analysis of 120 functional neuroimaging studies. Cereb Cortex. 2009;19:2767–2796. - PMC - PubMed
    1. Bisecco A, Stamenova S, Caiazzo G, d’Ambrosio A, Sacco R, Docimo R, Esposito S, Cirillo M, Esposito F, Bonavita S, Tedeschi G, Gallo A. Attention and processing speed performance in multiple sclerosis is mostly related to thalamic volume. Brain Imaging Behav. 2017;12:20–28. - PubMed
    1. Bonavita S, Sacco R, Della Corte M, Esposito S, Sparaco M, d’Ambrosio A, Docimo R, Bisecco A, Lavorgna L, Corbo D, Cirillo S, Gallo A, Esposito F, Tedeschi G. Computer-aided cognitive rehabilitation improves cognitive performances and induces brain functional connectivity changes in relapsing remitting multiple sclerosis patients: An exploratory study. J Neurol. 2015;262:91–100. - PubMed