Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury

Traumatic brain injury (TBI) and cerebrovascular accidents (CVA) are two of the leading causes of disability in the United States. Robotic exoskeletons (RE) have been approved for rehabilitation by the Federal Drug Administration (FDA) for use after a CVA, and recently received approval for use in p...

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Main Authors: Lisa R. Treviño, Peter Roberge, Michael E. Auer, Angela Morales, Annelyn Torres-Reveron
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2021.682156/full
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spelling doaj-3050193bba1f48c2b5423a094c534a902021-06-10T07:02:22ZengFrontiers Media S.A.Frontiers in Neurorobotics1662-52182021-06-011510.3389/fnbot.2021.682156682156Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain InjuryLisa R. Treviño0Peter Roberge1Michael E. Auer2Angela Morales3Annelyn Torres-Reveron4DHR Health Institute for Research and Development, Edinburg, TX, United StatesDHR Health Institute for Research and Development, Edinburg, TX, United StatesThe DHR Health Rehabilitation Hospital, Edinburg, TX, United StatesThe DHR Health Rehabilitation Hospital, Edinburg, TX, United StatesDHR Health Institute for Research and Development, Edinburg, TX, United StatesTraumatic brain injury (TBI) and cerebrovascular accidents (CVA) are two of the leading causes of disability in the United States. Robotic exoskeletons (RE) have been approved for rehabilitation by the Federal Drug Administration (FDA) for use after a CVA, and recently received approval for use in patients with TBI. The aim of the study was to determine which factors predict the improvement in functional independence measure (FIM) score after using RE rehabilitation in a population of patients with CVA or TBI. We carried out a retrospective chart-review analysis of the use of the RE (Ekso® GT) in the rehabilitation of patients with TBI and CVA using data from a single, private rehabilitation hospital for patients admitted and discharged between 01/01/2017 and 04/30/2020. From the medical records, we collected presentation date, Glasgow Coma Scale score (GCS) on the date of injury, rehabilitation start date, age, diabetes status on presentation (Yes or No), injury category (TBI or CVA), and both admission and discharge FIM scores. Matching algorithms resulted in one TBI patient matched to three CVA patients resulting in a sample size of 36. The diabetic and non-diabetic populations showed significant differences between age and days from injury to the start of rehabilitation. A multivariate linear regression assessed predictors for discharge motor FIM and found admission motor FIM score and total RE steps to be statistically significant predictors. For each point scored higher on the admission motor FIM the discharge FIM was increased by 1.19 FIM points, and for each 1,000 steps taken in the RE, the discharge motor FIM increased by three points. The type of acquired brain injury (CVA or TBI) was not found to affect functional outcome. The presented results show that key clinic-biologic factors including diabetic status, together with start to rehabilitation play key roles in discharge FIM scores for patients using RE.Clinical Trial Registration: ClinicalTrials.gov, NCT04465019https://www.frontiersin.org/articles/10.3389/fnbot.2021.682156/fulltraumainjuryminoritiesgaitdiabetes
collection DOAJ
language English
format Article
sources DOAJ
author Lisa R. Treviño
Peter Roberge
Michael E. Auer
Angela Morales
Annelyn Torres-Reveron
spellingShingle Lisa R. Treviño
Peter Roberge
Michael E. Auer
Angela Morales
Annelyn Torres-Reveron
Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
Frontiers in Neurorobotics
trauma
injury
minorities
gait
diabetes
author_facet Lisa R. Treviño
Peter Roberge
Michael E. Auer
Angela Morales
Annelyn Torres-Reveron
author_sort Lisa R. Treviño
title Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
title_short Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
title_full Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
title_fullStr Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
title_full_unstemmed Predictors of Functional Outcome in a Cohort of Hispanic Patients Using Exoskeleton Rehabilitation for Cerebrovascular Accidents and Traumatic Brain Injury
title_sort predictors of functional outcome in a cohort of hispanic patients using exoskeleton rehabilitation for cerebrovascular accidents and traumatic brain injury
publisher Frontiers Media S.A.
series Frontiers in Neurorobotics
issn 1662-5218
publishDate 2021-06-01
description Traumatic brain injury (TBI) and cerebrovascular accidents (CVA) are two of the leading causes of disability in the United States. Robotic exoskeletons (RE) have been approved for rehabilitation by the Federal Drug Administration (FDA) for use after a CVA, and recently received approval for use in patients with TBI. The aim of the study was to determine which factors predict the improvement in functional independence measure (FIM) score after using RE rehabilitation in a population of patients with CVA or TBI. We carried out a retrospective chart-review analysis of the use of the RE (Ekso® GT) in the rehabilitation of patients with TBI and CVA using data from a single, private rehabilitation hospital for patients admitted and discharged between 01/01/2017 and 04/30/2020. From the medical records, we collected presentation date, Glasgow Coma Scale score (GCS) on the date of injury, rehabilitation start date, age, diabetes status on presentation (Yes or No), injury category (TBI or CVA), and both admission and discharge FIM scores. Matching algorithms resulted in one TBI patient matched to three CVA patients resulting in a sample size of 36. The diabetic and non-diabetic populations showed significant differences between age and days from injury to the start of rehabilitation. A multivariate linear regression assessed predictors for discharge motor FIM and found admission motor FIM score and total RE steps to be statistically significant predictors. For each point scored higher on the admission motor FIM the discharge FIM was increased by 1.19 FIM points, and for each 1,000 steps taken in the RE, the discharge motor FIM increased by three points. The type of acquired brain injury (CVA or TBI) was not found to affect functional outcome. The presented results show that key clinic-biologic factors including diabetic status, together with start to rehabilitation play key roles in discharge FIM scores for patients using RE.Clinical Trial Registration: ClinicalTrials.gov, NCT04465019
topic trauma
injury
minorities
gait
diabetes
url https://www.frontiersin.org/articles/10.3389/fnbot.2021.682156/full
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