Abstract
Objective
To systematically review and quantitatively synthesize the existing evidence of motor
learning in persons with multiple sclerosis (PwMS).
Data Sources
PubMed, Cumulative Index to Nursing and Allied Health Literature, and Web of Science
were searched using the following terms: multiple sclerosis, task learning, motor
learning, skill learning, performance learning.
Study Selection
Studies had to include PwMS with a main outcome being motor learning, be published
in peer-reviewed journals, and be written in English. The search yielded 68 results,
and the inclusion criteria were met by 17 studies.
Data Extraction
Basic descriptors of each study, study protocol, and motor learning measures were
extracted. The Grading of Recommendations Assessment, Development, and Evaluation
approach revealed the quality of evidence was low with a high risk of bias. Meta-analysis
was conducted to determine the difference in implicit and explicit learning in PwMS
and controls without multiple sclerosis.
Data Synthesis
Studies scored on average 15.9 of 18 for quality assessment. PwMS were able to learn
functional mobility and upper limb manipulation motor skills as indicated by short-term
acquisition, transfer, and retention. Implicit learning conditions from the meta-analysis
showed that PwMS were able to learn at a similar rate to controls without multiple
sclerosis (P<.001), yet explicit learning conditions did not display a significant rate of learning
(P=.133).
Conclusions
While this review indicated that PwMS are capable of motor learning, several knowledge
gaps still exist. Future research should focus on using higher-quality evidence to
understand motor learning in PwMS and translate the findings to rehabilitation and
activities of daily living.
Keywords
List of abbreviations:
GRADE (Grading of Recommendations Assessment Development and Evaluation), MS (multiple sclerosis), PwMS (persons with multiple sclerosis)To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Archives of Physical Medicine and RehabilitationAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Robot-based rehabilitation of the upper limbs in multiple sclerosis: feasibility and preliminary results.J Rehabil Med. 2009; 41: 966-970
- Preservation of motor skill learning in patients with multiple sclerosis.Mult Scler. 2011; 17: 103-115
- [Cognitive impairment in multiple sclerosis] [Japanese].Brain Nerve. 2014; 66: 1201-1209
- Is there an overlooked “window of opportunity” in MS exercise therapy? Perspectives for early MS rehabilitation.Mult Scler. 2018; 24: 886-894
- Motor control and learning: a behavioral emphasis.Human Kinetics, Champaign1999
- Parameters and measures in assessment of motor learning in neurorehabilitation; a systematic review of the literature.Front Hum Neurosci. 2017; 11: 82
- A comparison of implicit and explicit motor sequence learning in patients with relapsing-remitting multiple sclerosis.Sports (Basel). 2017; 5: 34
- A PET investigation of implicit and explicit sequence learning.Hum Brain Mapp. 1995; 3: 271-286
- Multidisciplinary views on applying explicit and implicit motor learning in practice: an international survey.PLoS One. 2015; 10e0135522
- Does implicit motor learning lead to greater automatization of motor skills compared to explicit motor learning? A systematic review.PLoS One. 2018; 13e0203591
- Motor learning in Parkinson's disease: limitations and potential for rehabilitation.Parkinsonism Relat Disord. 2009; 15: 53-58
- Short-term motor learning and retention during visually guided walking in persons with multiple sclerosis.Neurorehabil Neural Rep. 2017; 31: 648-656
- Impaired short-term motor learning in multiple sclerosis: evidence from virtual reality.Neurorehabil Neural Repair. 2007; 21: 273-278
- Implicit and explicit learning of sequential motor skill in multiple sclerosis: directions for rehabilitation.J Neurosci Rehabil. 2014; 1: 10-15
- Structural integrity of callosal midbody influences intermanual transfer in a motor reaction-time task.Hum Brain Mapp. 2011; 32: 218-228
- Is implicit motor learning preserved after stroke? A systematic review with meta-analysis.PloS One. 2016; 11e0166376
- Implicit motor sequence learning in individuals with Parkinson disease: a meta-analysis.J Parkinsons Dis. 2015; 5: 549-560
- Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement.Syst Rev. 2015; 4: 1
- Systematic reviews and meta-analysis.Oxford University Press, New York2008
- Cochrane handbook for systematic reviews of interventions.John Wiley & Sons Ltd, Chichester2008
- Impairment in explicit visuomotor sequence learning is related to loss of microstructural integrity of the corpus callosum in multiple sclerosis patients with minimal disability.Neuroimage. 2011; 57: 495-501
- Selective impairments of motor sequence learning in multiple sclerosis patients with minimal disability.Brain Res. 2014; 1585: 91-98
- Interference effect of prior explicit information on motor sequence learning in relapsing-remitting multiple sclerosis patients.Malays J Med Sci. 2017; 24: 69-80
- The effect of changed visual feedback on intention tremor in multiple sclerosis.Neurosci Lett. 2006; 394: 17-21
- Abnormal sensorimotor control, but intact force field adaptation, in multiple sclerosis subjects with no clinical disability.Mult Scler. 2008; 14: 330-342
- Robot-supported upper limb training in a virtual learning environment: a pilot randomized controlled trial in persons with MS.J Neuroeng Rehabil. 2015; 12: 60
- Structural and functional bases for individual differences in motor learning.Hum Brain Mapp. 2011; 32: 494-508
- Rapid-onset central motor plasticity in multiple sclerosis.Neurology. 2010; 74: 728-735
- Virtual reality cues for improvement of gait in patients with multiple sclerosis.Neurology. 2006; 66: 178-181
- Altered cerebellar functional connectivity mediates potential adaptive plasticity in patients with multiple sclerosis.J Neurol Neurosurg Psychiatry. 2004; 75: 840-846
- Use of awareness through movement improves balance and balance confidence in people with multiple sclerosis: a randomized controlled study.Neurol Rep. 2001; 25: 39-49
- Head control: volitional aspects of rehabilitation training in patients with multiple sclerosis compared with healthy subjects.Arch Phys Med Rehabil. 2005; 86: 1381-1388
- Functional connectivity underlying postural motor adaptation in people with multiple sclerosis.Neuroimage Clin. 2015; 8: 281-289
- Postural motor learning deficits in people with MS in spatial but not temporal control of center of mass.Neurorehabil Neural Repair. 2016; 30: 722-730
- Corpus callosum structural integrity is associated with postural control improvement in persons with multiple sclerosis who have minimal disability.Neurorehabil Neural Repair. 2017; 31: 343-353
- Relating brain damage to brain plasticity in patients with multiple sclerosis.Neurorehabil Neural Repair. 2012; 26: 581-593
- Learning of a novel visuo-postural co-ordination task in adults with multiple sclerosis.J Rehabil Med. 2006; 38: 295-301
- Adaptation to repeated gait-slip perturbations among individuals with multiple sclerosis.Mult Scler Relat Disord. 2019; 35: 135-141
- Publication bias in meta-analysis: prevention, assessment and adjustments.John Wiley & Sons, Chichester2006
- Information processing speed, neural efficiency, and working memory performance in multiple sclerosis: differential relationships with structural magnetic resonance imaging.J Clin Exp Neuropsychol. 2011; 33: 1129-1145
- Motor sequence learning: a study with positron emission tomography.J Neurosci. 1994; 14: 3775-3790
- Functional mapping of sequence learning in normal humans.J Cogn Neurosci. 1995; 7: 497-510
- Structural connectivity influences brain activation during PVSAT in multiple sclerosis.Neuroimage. 2009; 44: 9-15
- Multiple sclerosis pathology in the normal and abnormal appearing white matter of the corpus callosum by diffusion tensor imaging.Mult Scler. 2004; 10: 392-397
- Motor control and aging: links to age-related brain structural, functional, and biochemical effects.Neurosci Biobehav Rev. 2010; 34: 721-733
- Gait and balance impairment in early multiple sclerosis in the absence of clinical disability.Mult Scler. 2006; 12: 620-628
Article info
Publication history
Published online: October 24, 2019
Footnotes
Disclosures: none.
Identification
Copyright
© 2019 by the American Congress of Rehabilitation Medicine