Relationship Between Motor Level and Wheelchair Transfer Ability in Spina Bifida: A Study From the National Spina Bifida Patient Registry.
Adolescent
Adult
Age Factors
Aged
Bayes Theorem
Child
Child, Preschool
Disability Evaluation
Female
Humans
Insurance Coverage
Longitudinal Studies
Male
Meningomyelocele
/ physiopathology
Middle Aged
Physical Functional Performance
Registries
Spinal Dysraphism
/ physiopathology
United States
Wheelchairs
Young Adult
Machine learning
Myelomeningocele
Registries
Rehabilitation
Spinal dysraphism
Walking
Wheelchairs
Journal
Archives of physical medicine and rehabilitation
ISSN: 1532-821X
Titre abrégé: Arch Phys Med Rehabil
Pays: United States
ID NLM: 2985158R
Informations de publication
Date de publication:
11 2020
11 2020
Historique:
received:
27
04
2020
revised:
07
06
2020
accepted:
11
06
2020
pubmed:
20
7
2020
medline:
14
1
2021
entrez:
20
7
2020
Statut:
ppublish
Résumé
To identify the specific features that contribute to the variability in baseline wheelchair transfer and the changes in transfer ability (gain or loss) over time for a large cohort of patients with spina bifida (SB) in the National Spina Bifida Patient Registry. Longitudinal cohort study. A total of 35 United States outpatient SB clinic sites. Individuals (N=1687) with SB ages 5-73 (median, 13.33) years who were therapeutic ambulators or nonambulators. Not applicable. Ability to transfer from a wheelchair to another level surface. Bayesian Network Analysis was used to reduce the initial variable set to the following predictors: SB subphenotype, motor level, age, insurance, sex, race, ethnicity, surgical procedures, and number of visits. We used a multinomial logistic model with Wald Chi-square analysis of effects to examine the relationships between transfer ability and predictors. A total of 295 of 1687 eligible patients (17.56%) with myelomeningocele (MMC) and 6 of 58 eligible patients (10.32%) with non-MMC experienced changes in transfer ability during the period of the study. For those with MMC and non-MMC, the highest number of individuals exhibiting changes in motor level had changes from thoracic to high-lumbar, high-lumbar to thoracic, high-lumbar to midlumbar, and midlumbar to high-lumbar lesion levels. Results of the Bayesian Network Analysis revealed that motor level was the predominant factor associated with baseline transfer ability followed by age. The combination of SB sub phenotype, motor level, age, insurance status, number and type of surgical procedures, and time point accurately classified the loss, gain, or no change in transfer ability 82.7% of the time. Motor level was the predominant factor associated with baseline transfer ability, and the change in transfer ability was directly related to a corresponding change in motor level that might be explained by changes in muscle strength of the iliopsoas and quadriceps.
Identifiants
pubmed: 32682935
pii: S0003-9993(20)30430-5
doi: 10.1016/j.apmr.2020.06.016
pmc: PMC8996082
mid: NIHMS1790628
pii:
doi:
Types de publication
Journal Article
Multicenter Study
Research Support, U.S. Gov't, P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
1953-1960Subventions
Organisme : NCBDD CDC HHS
ID : U01 DD001078
Pays : United States
Organisme : ACL HHS
ID : U01DD001078
Pays : United States
Informations de copyright
Published by Elsevier Inc.
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