Highlights
- •People with MS may generalize improvements in protective steps across balance tasks.
- •Mediation analyses may be a unique approach to assess generalization via rehabilitation.
- •Generalization of protective stepping supports further study of step training in MS.
Abstract
Objective
To determine whether improvements in protective stepping experienced after repeated
support surface translations generalize to a different balance challenge in people
with multiple sclerosis (PwMS)
Background
MS affects almost 1 million people in the United States and impairs balance and mobility.
Perturbation practice can improve aspects of protective stepping in PwMS, but whether
these improvements generalize is unknown.
Methods
Fourteen PwMS completed two visits, 24hrs apart. The balance tasks included tether-release
trials and support surface translations on a treadmill eliciting backward protective
stepping. Margin of stability, step length, and step latency were calculated. Generalization
was assessed via multilevel mediation models (MLMM) with bootstrapping to produce
percentile and bias corrected confidence intervals
Results
There were no mediated effects for margin of stability or step latency; however, mediation
was observed for step length, indicating that participants increased step length throughout
the treadmill trials, and this generalized to tether-release trials
Discussion
MLMM may be useful for evaluating generalization of motor training to novel balance
situations, particularly in small sample sizes. Using these analyses, we observed
PwMS generalized improvements in step length, suggesting that aspects of protective
step training may translate to improvements in other reactive balance tasks in PwMS.
Keywords
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 Multiple Sclerosis and Related DisordersAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Evaluation of the EDMUS system (EVALUED) Study Group. European validation of a standardized clinical description of multiple sclerosis.J. Neurol. 2004; 251: 1472-1480https://doi.org/10.1007/s00415-004-0567-0
- Risk of fractures in patients with multiple sclerosis: A population-based cohort study.Neurology. 2012; 78: 1967-1973https://doi.org/10.1212/WNL.0b013e318259e0ff
- Generalization of gait adaptation for fall prevention: from moveable platform to slippery floor.J. Neurophysiol. 2009; 101: 948-957https://doi.org/10.1152/jn.91004.2008
- Intensive longitudinal methods: An introduction to diary and experience sampling research.Guilford Publications, Inc, New York2013
- Postural control in multiple sclerosis: Implications for fall prevention.Curr. Neurol. Neurosci. Rep. 2010; 10: 407-412https://doi.org/10.1007/s11910-010-0128-0
- Imbalance in multiple sclerosis: a result of slowed spinal somatosensory conduction.Somatosen. Mot. Res. 2008; 25: 113-122
- Reactive stepping behaviour in response to forward loss of balance predicts future falls in community-dwelling older adults.Age Ageing. 2014; 44 (...): 109-115
- Risks of falls in subjects with multiple sclerosis.Arch. Phys. Med. Rehabil. 2002; 83: 864-867https://doi.org/10.1053/apmr.2002.32825
- Body configuration at first stepping-foot contact predicts backward balance recovery capacity in people with chronic stroke.PLoS One. 2018; 13e0192961
Ender P. ml_mediation. 2014. Retrieved from https://stats.idre.ucla.edu/stat/stata/ado/analysis.
- Using psychometric techniques to improve the Balance Evaluation Systems Test: the mini-BESTest.J. Rehabilit. Med. 2010; 42: 323-331
- Required sample size to detect the mediated effect.Psychol. Sci. 2007; 18: 233-239
- Postural motor learning deficits in people with MS in spatial but not temporal control of center of mass.Neurorehab. Neural. Re. 2016; 30: 722-730
- Task-specific training reduces trip-related fall risk in women.Med. Sci. Sports Exerc. 2012; 44: 2410-2414https://doi.org/10.1249/MSS.0b013e318268c89f
- Systematic Review: The Effectiveness of Interventions to Reduce Falls and Improve Balance in Adults with Multiple Sclerosis.Arch. Phys. Med. Rehabil. 2015; 96: 1898-1912https://doi.org/10.1016/j.apmr.2015.05.018
- The ‘extrapolated center of mass’ concept suggests a simple control of balance in walking.Hum. Mov. Sci. 2008; 27: 112-125
- Central motor conduction differs between acute relapsing–remitting and chronic progressive multiple sclerosis.Clin. Neurophys. 2003; 114: 2196-2203
- Multiple sclerosis and progressive resistance training: A systematic review.Mult. Scler. J. 2012; 18: 1215-1228https://doi.org/10.1177/1352458512437418
- A guideline of selecting and reporting intraclass correlation coefficients for reliability research.J. Chiropr. Med. 2016; 15: 155-163
- Multilevel modeling of individual and group level mediated effects.Multivariate Behav. Res. 2001; 36: 249-277
- Generalization of treadmill perturbation to overground slip during gait: Effect of different perturbation distances on slip recovery.J. Biomech. 2016; 49: 149-154https://doi.org/10.1016/j.jbiomech.2015.11.021
- Surface perturbation training to prevent falls in older adults: a highly pragmatic, randomized controlled trial.Phys. Ther. 2020; (...) (E-pub ahead of print)https://doi.org/10.1093/ptj/pzaa023
- A comparison of methods to test mediation and other intervening variable effects.Psychol. Methods. 2002; 7: 83-117
- Introduction to statistical mediation analysis.Routledge, New York2012
- Effect of a Perturbation-Based Balance Training Program on Compensatory Stepping and Grasping Reactions in Older Adults: A Randomized Controlled Trial.Phys. Ther. 2010; 90: 476-491https://doi.org/10.2522/ptj.20090070
- Does Perturbation-Based Balance Training Prevent Falls? Systematic Review and Meta-Analysis of Preliminary Randomized Controlled Trials.Phys. Ther. 2014; 95: 700-709https://doi.org/10.2522/ptj.20140090
- Do measures of reactive balance control predict falls in people with stroke returning to the community?.Physiother (United Kingdom). 2015; 101: 373-380https://doi.org/10.1016/j.physio.2015.01.009
- Multilevel mediation with small samples: A cautionary note on the multilevel structural equation modeling framework.Struct. Equ. Model. 2017; 24: 609-625
- MoCA: a brief screening tool for mild cognitive impairment.J. Am. Geriat. Soc. 2005; 53: 695-699
- Perturbation training can reduce community-dwelling older adults’ annual fall risk: a randomized controlled trial.J. Gerontol. A Biol. Sci. Med. Sci. 2014; 69: 1586-1594
- Injurious Falls Among Middle Aged and Older Adults With Multiple Sclerosis.Arch. Phys. Med. Rehabil. 2008; 89: 1031-1037https://doi.org/10.1016/j.apmr.2007.10.043
- Characterization of Compensatory Stepping in People with Multiple Sclerosis.Arch. Phys. Med. Rehabil. 2016; 97 (Percutaneous): 513-521https://doi.org/10.1002/cncr.27633
- Postural motor learning in People with Parkinson’s disease.J. Neurol. 2016; 5: 1-8https://doi.org/10.4172/2157-7633.1000305
- Technology-assisted balance and gait training reduces falls in patients with Parkinson’s disease: A randomized controlled trial with 12-month follow-up.Neurorehabil. Neural Repair. 2015; 29: 103-111https://doi.org/10.1177/1545968314537559
- Age-Related difference in postural control during recovery from posterior and anterior perturbations.Anat. Rec. 2015; 298: 346-353
- Effect of exercise training on walking mobility in multiple sclerosis: a meta-analysis.Neurorehabil. Neural. Re. 2009; 23 (Epub 2008 Oct 23): 108-116https://doi.org/10.1177/1545968308320641
- Protective stepping in multiple sclerosis: Impacts of a single session of in-place perturbation practice.Mult. Scler. Relat. Disord. 2018; 2019 (October): 17-24https://doi.org/10.1016/j.msard.2019.01.054
- The prevalence of MS in the United States: A population-based estimate using health claims data.Neurology. 2019; 92: E1029-E1040https://doi.org/10.1212/WNL.0000000000007035
- Generalization of motor adaptation to repeated-slip perturbation across tasks.Neuroscience. 2011; 180: 85-95
- Generalization of treadmill-slip training to prevent a fall following a sudden (novel) slip in over-ground walking.J. Biomech. 2013; 46: 63-69https://doi.org/10.1016/j.jbiomech.2012.10.002
- Contribution of impaired mobility and general symptoms to the burden of multiple sclerosis.Adv. Ther. 2009; 26: 1043-1057https://doi.org/10.1007/s12325-009-0082-x
Article info
Publication history
Published online: August 16, 2021
Accepted:
August 14,
2021
Received in revised form:
June 14,
2021
Received:
February 13,
2020
Footnotes
*We would like to gratefully acknowledge Sydney Y. Schaefer, PhD for her contributions in editing the manuscript.
Identification
Copyright
Published by Elsevier B.V.