Format

Send to

Choose Destination
See comment in PubMed Commons below
PLoS Comput Biol. 2012 Feb;8(2):e1002343. doi: 10.1371/journal.pcbi.1002343. Epub 2012 Feb 16.

Use it and improve it or lose it: interactions between arm function and use in humans post-stroke.

Author information

1
Computer Science, University of Southern California, Los Angeles, California, USA.

Abstract

"Use it and improve it, or lose it" is one of the axioms of motor therapy after stroke. There is, however, little understanding of the interactions between arm function and use in humans post-stroke. Here, we explored putative non-linear interactions between upper extremity function and use by developing a first-order dynamical model of stroke recovery with longitudinal data from participants receiving constraint induced movement therapy (CIMT) in the EXCITE clinical trial. Using a Bayesian regression framework, we systematically compared this model with competitive models that included, or not, interactions between function and use. Model comparisons showed that the model with the predicted interactions between arm function and use was the best fitting model. Furthermore, by comparing the model parameters before and after CIMT intervention in participants receiving the intervention one year after randomization, we found that therapy increased the parameter that controls the effect of arm function on arm use. Increase in this parameter, which can be thought of as the confidence to use the arm for a given level of function, lead to increase in spontaneous use after therapy compared to before therapy.

PMID:
22761551
PMCID:
PMC3385844
DOI:
10.1371/journal.pcbi.1002343
[Indexed for MEDLINE]
Free PMC Article
PubMed Commons home

PubMed Commons

0 comments
How to join PubMed Commons

    Supplemental Content

    Full text links

    Icon for Public Library of Science Icon for PubMed Central
    Loading ...
    Support Center