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Gagné-Pelletier L, Poitras I, Roig M, Mercier C. Factors associated with upper extremity use after stroke: a scoping review of accelerometry studies. J Neuroeng Rehabil 2025; 22:33. [PMID: 39994630 PMCID: PMC11849390 DOI: 10.1186/s12984-025-01568-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 02/03/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND A discrepancy between the level of impairment at the upper extremity (UE) and its use in activities of daily life is frequently observed in individuals who have experienced a stroke. Wrist-worn accelerometers allow an objective and valid measure of UE use in everyday life. Accelerometer studies have shown that a wide range of factors beyond UE impairment can influence UE use. This scoping review aims to identify factors associated with UE use and to investigate the influence of different types of accelerometry metrics on these associations. METHOD A search using CINHAL, Embase, MEDLINE, Compendex, and Web of Science Core Collection databases was performed. Studies that assessed the association between UE use quantified with accelerometers and factors related to the person or their environment in individuals with stroke were included. Data related to study design, participants characteristics, accelerometry methodology (absolute vs. relative UE use metrics), and associations with personal and environmental factors were extracted. RESULTS Fifty-four studies were included. Multiple studies consistently reported associations between relative UE use and stroke severity, UE motor impairment, unimanual capacity, bimanual capacity, and mobility. In contrast, there were inconsistent associations with factors such as neglect and concordance between dominance and side of paresis and a consistent lack of association between relative UE use and time since stroke, sex, and age. Metrics of absolute paretic UE use yielded different results regarding their association with personal and environmental factors, as they were more influenced by factors related to physical activity and less associated with factors related to UE capacity. CONCLUSION Healthcare providers should recognize the complexity of the relationship between UE use and impairment and consider additional factors when selecting assessments during rehabilitation to identify patients at risk of underutilizing their paretic arm in daily life. Future research in this domain should preconize relative UE use metrics or multi-sensors method to control for the effect of physical activity.
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Affiliation(s)
- Léandre Gagné-Pelletier
- School of Rehabilitation Sciences, Université Laval, Quebec City, QC, G1V 0A6, Canada
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, 525 boul. Hamel, Québec City, QC, G1M 2S8, Canada
| | - Isabelle Poitras
- School of Rehabilitation Sciences, Université Laval, Quebec City, QC, G1V 0A6, Canada
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, 525 boul. Hamel, Québec City, QC, G1M 2S8, Canada
| | - Marc Roig
- School of Physical & Occupational Therapy, McGill University, Montreal, Qc, H3G 1Y5, Canada
- Memory and Motor Rehabilitation Laboratory (Memory-Lab), Center for Interdisciplinary Research in Rehabilitation of Greater Montreal (CRIR), Montreal, Qc, H3S 1M9, Canada
| | - Catherine Mercier
- School of Rehabilitation Sciences, Université Laval, Quebec City, QC, G1V 0A6, Canada.
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, 525 boul. Hamel, Québec City, QC, G1M 2S8, Canada.
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Poitras I, Clouâtre J, Campeau-Lecours A, Mercier C. Exploring the Link Between Motor Functions and the Relative Use of the More Affected Arm in Adults with Cerebral Palsy. SENSORS (BASEL, SWITZERLAND) 2025; 25:660. [PMID: 39943298 PMCID: PMC11819957 DOI: 10.3390/s25030660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 01/18/2025] [Accepted: 01/21/2025] [Indexed: 02/16/2025]
Abstract
Individuals with hemiparetic cerebral palsy (CP) exhibit reduced use of their more affected (MA) arm, yet the factors that influence its use during activities of daily living remain elusive. The objectives of this study were to describe the relative use of the MA arm during an ecological task, examine its relationship with the level of impairment, and investigate its association with performance in various unilateral and bilateral tasks. METHODS Participants took part in two sessions comprising robotic assessments and clinical assessments of motor functions, as well as accelerometry measurement during kitchen tasks. Four variables were derived from accelerometry data. Stepwise regression analyses were used to identify the best contributors to the accelerometry variables among robotic and clinical assessments. RESULTS Nineteen adults with CP (34.3 years old ± 11.5; MACS I = 7, II = 6, III = 6) were included. The Use Ratio measured during the kitchen tasks ranged between 0.10 and 0.63. The best predictors of all accelerometry metrics were two bilateral assessments (r2 = 0.23-0.64). CONCLUSIONS The importance of assessing bilateral tasks was reaffirmed by the key role played by two bilateral tasks in determining the relative use of the MA arm. The results support the use of intensity-based accelerometry metrics to measure MA arm use.
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Affiliation(s)
- Isabelle Poitras
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration, CIUSSS de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (J.C.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Jade Clouâtre
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration, CIUSSS de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (J.C.); (A.C.-L.)
- Department of Mechanical Engineering, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Alexandre Campeau-Lecours
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration, CIUSSS de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (J.C.); (A.C.-L.)
- Department of Mechanical Engineering, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Catherine Mercier
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration, CIUSSS de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (J.C.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
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Poitras I, Gagné-Pelletier L, Clouâtre J, Flamand VH, Campeau-Lecours A, Mercier C. Optimizing Epoch Length and Activity Count Threshold Parameters in Accelerometry: Enhancing Upper Extremity Use Quantification in Cerebral Palsy. SENSORS (BASEL, SWITZERLAND) 2024; 24:1100. [PMID: 38400258 PMCID: PMC10892357 DOI: 10.3390/s24041100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/29/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024]
Abstract
Various accelerometry protocols have been used to quantify upper extremity (UE) activity, encompassing diverse epoch lengths and thresholding methods. However, there is no consensus on the most effective approach. The aim of this study was to delineate the optimal parameters for analyzing accelerometry data to quantify UE use in individuals with unilateral cerebral palsy (CP). METHODS A group of adults with CP (n = 15) participated in six activities of daily living, while a group of children with CP (n = 14) underwent the Assisting Hand Assessment. Both groups performed the activities while wearing ActiGraph GT9X-BT devices on each wrist, with concurrent video recording. Use ratio (UR) derived from accelerometry and video analysis and accelerometer data were compared for different epoch lengths (1, 1.5, and 2 s) and activity count (AC) thresholds (between 2 and 150). RESULTS In adults, results are comparable across epoch lengths, with the best AC thresholds being ≥ 100. In children, results are similar across epoch lengths of 1 and 1.5 (optimal AC threshold = 50), while the optimal threshold is higher with an epoch length of 2 (AC = 75). CONCLUSIONS The combination of epoch length and AC thresholds should be chosen carefully as both influence the validity of the quantification of UE use.
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Affiliation(s)
- Isabelle Poitras
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Léandre Gagné-Pelletier
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Jade Clouâtre
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- Department of Mechanical Engineering, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Véronique H. Flamand
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Alexandre Campeau-Lecours
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- Department of Mechanical Engineering, Laval University, Quebec City, QC G1V 0A6, Canada
| | - Catherine Mercier
- Centre for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale, Quebec City, QC G1M 2S8, Canada; (I.P.); (L.G.-P.); (J.C.); (V.H.F.); (A.C.-L.)
- School of Rehabilitation Sciences, Laval University, Quebec City, QC G1V 0A6, Canada
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Melnikova EA, Starkova EY, Razumov AN. [Modern view on upper limb physical rehabilitation after stroke. Literature review]. VOPROSY KURORTOLOGII, FIZIOTERAPII, I LECHEBNOI FIZICHESKOI KULTURY 2023; 100:42-53. [PMID: 36971671 DOI: 10.17116/kurort202310001142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
Stroke is the world's second leading cause of death and the first cause of disability among all diseases. The most common complication of a stroke is a violation of the motor function of the limbs, which significantly worsens the quality of life and the level of self-care and independence of patients. Restoring the function of the upper limb is one of the priority tasks of rehabilitation after a stroke. A large number of factors, such as the location and size of the primary brain lesion, the presence of complications in the form of spasticity, impaired skin and proprioceptive sensitivity, and comorbidities, determine the patient's rehabilitation potential and the prognosis of ongoing rehabilitation measures. Of particular note are the timing of the start of rehabilitation measures, the duration and regularity of the treatment methods. A number of authors propose scales for assessing the rehabilitation prognosis, as well as algorithms for compiling rehabilitation programs for restoring the function of the upper limb. A fairly large number of rehabilitation methods and their combinations have been proposed, including special methods of kinesitherapy, robotic mechanotherapy with biofeedback, the use of physiotherapeutic factors, manual and reflex effects, as well as ready-made programs that include sequential and combined use of various methods. Dozens of studies have been devoted to comparative analysis and evaluation of the effectiveness of these methods. The purpose of this work is to review current research on a given topic and draw up our own conclusion on the appropriateness of using and combining these methods at various stages of rehabilitation in stroke patients.
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Affiliation(s)
- E A Melnikova
- Moscow Regional Scientific Research Clinical Institute named after M.F. Vladimirsky, Moscow, Russia
| | - E Yu Starkova
- Moscow Regional Scientific Research Clinical Institute named after M.F. Vladimirsky, Moscow, Russia
| | - A N Razumov
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
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