Back to Search
Start Over
Classifying clinical phenotypes of functional recovery for acute traumatic spinal cord injury. An observational cohort study.
- Source :
-
Disability & Rehabilitation . Dec2024, Vol. 46 Issue 25, p6069-6076. 8p. - Publication Year :
- 2024
-
Abstract
- Purpose: Identify patient subgroups with different functional outcomes after SCI and study the association between functional status and initial ISNCSCI components. Methods: Using CART, we performed an observational cohort study on data from 675 patients enrolled in the Rick-Hansen Registry(RHSCIR) between 2014 and 2019. The outcome was the Spinal Cord Independence Measure (SCIM) and predictors included AIS, NLI, UEMS, LEMS, pinprick(PPSS), and light touch(LTSS) scores. A temporal validation was performed on data from 62 patients treated between 2020 and 2021 in one of the RHSCIR participating centers. Results: The final CART resulted in four subgroups with increasing totSCIM according to PPSS, LEMS, and UEMS: 1)PPSS < 27(totSCIM = 28.4 ± 16.3); 2)PPSS ≥ 27, LEMS < 1.5, UEMS < 45(totSCIM = 39.5 ± 19.0); 3)PPSS ≥ 27, LEMS < 1.5, UEMS ≥ 45(totSCIM = 57.4 ± 13.8); 4)PPSS ≥ 27, LEMS ≥ 1.5(totSCIM = 66.3 ± 21.7). The validation model performed similarly to the original model. The adjusted R-squared and F-test were respectively 0.556 and 62.2(P-value <0.001) in the development cohort and, 0.520 and 31.9(P-value <0.001) in the validation cohort. Conclusion: Acknowledging the presence of four characteristic subgroups of patients with distinct phenotypes of functional recovery based on PPSS, LEMS, and UEMS could be used by clinicians early after tSCI to plan rehabilitation and establish realistic goals. An improved sensory function could be key for potentiating motor gains, as a PPSS ≥ 27 was a predictor of a good function. IMPLICATIONS FOR REHABILITATION: After a traumatic Spinal Cord Injury (SCI), early neurological examination using the International Standards for Neurological Classification of Spinal Cord Injury (ISNCSCI) is recommended to determine initial injury severity and prognosis. This study identified three initial ISNCSCI components defining four subgroups of SCI patients with different expectations in functional outcomes, namely the initial pinprick sensory score, the Lower Extremity Motor Score, and the Upper Extremity Motor Score. Clinicians could use these subgroups early after tSCI to plan rehabilitation and set realistic therapeutic goals regarding functional outcomes. In clinical practice, careful and accurate assessment of pinprick sensation early after the SCI is crucial when predicting function or stratifying patients based on the expected function. [ABSTRACT FROM AUTHOR]
- Subjects :
- *STATISTICAL models
*SENSES
*NEUROLOGIC examination
*HEALTH self-care
*WOUNDS & injuries
*MATHEMATICAL variables
*RANDOM forest algorithms
*RESEARCH funding
*DISABILITY evaluation
*SCIENTIFIC observation
*SEX distribution
*QUESTIONNAIRES
*MULTIPLE regression analysis
*SPINAL cord injuries
*FUNCTIONAL status
*REPORTING of diseases
*RETROSPECTIVE studies
*AGE distribution
*DISCHARGE planning
*DESCRIPTIVE statistics
*LONGITUDINAL method
*CONVALESCENCE
*EPIDEMIOLOGY
*DATA analysis software
*PHENOTYPES
*PHYSICAL mobility
*COMORBIDITY
*TIME
*HEALTH care teams
*NONPARAMETRIC statistics
Subjects
Details
- Language :
- English
- ISSN :
- 09638288
- Volume :
- 46
- Issue :
- 25
- Database :
- Academic Search Index
- Journal :
- Disability & Rehabilitation
- Publication Type :
- Academic Journal
- Accession number :
- 181568259
- Full Text :
- https://doi.org/10.1080/09638288.2024.2320267