106 results on '"Stuart, Samuel"'
Search Results
2. iVOMS: Instrumented Vestibular / Ocular motor screen in healthy controls and mild traumatic brain injury
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Graham, Lisa, Powell, Dylan, Campbell, Kody R., Morris, Rosie, Vitorio, Rodrigo, Parrington, Lucy, Antonellis, Prokopios, Godfrey, Alan, King, Laurie A., and Stuart, Samuel
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- 2024
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3. Enhancing fall risk assessment: instrumenting vision with deep learning during walks
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Moore, Jason, Catena, Robert, Fournier, Lisa, Jamali, Pegah, McMeekin, Peter, Stuart, Samuel, Walker, Richard, Salisbury, Thomas, and Godfrey, Alan
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- 2024
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4. Effects of maximal-versus submaximal-intent resistance training on functional capacity and strength in community-dwelling older adults: a systematic review and meta-analysis
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Pearson, Liam T., Behm, David G., Goodall, Stuart, Mason, Rachel, Stuart, Samuel, and Barry, Gill
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- 2022
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5. Does visual cueing improve gait initiation in people with Parkinson's disease?
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Russo, Yuri, Stuart, Samuel, Silva-Batista, Carla, Brumbach, Barbara, Vannozzi, Giuseppe, and Mancini, Martina
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- 2022
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6. Using Video Technology and AI within Parkinson's Disease Free-Living Fall Risk Assessment.
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Moore, Jason, Celik, Yunus, Stuart, Samuel, McMeekin, Peter, Walker, Richard, Hetherington, Victoria, and Godfrey, Alan
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OBJECT recognition (Computer vision) ,ARTIFICIAL intelligence ,PARKINSON'S disease ,WEARABLE cameras ,ENVIRONMENTAL ethics ,GAIT in humans ,RISK perception - Abstract
Falls are a major concern for people with Parkinson's disease (PwPD), but accurately assessing real-world fall risk beyond the clinic is challenging. Contemporary technologies could enable the capture of objective and high-resolution data to better inform fall risk through measurement of everyday factors (e.g., obstacles) that contribute to falls. Wearable inertial measurement units (IMUs) capture objective high-resolution walking/gait data in all environments but are limited by not providing absolute clarity on contextual information (i.e., obstacles) that could greatly influence how gait is interpreted. Video-based data could compliment IMU-based data for a comprehensive free-living fall risk assessment. The objective of this study was twofold. First, pilot work was conducted to propose a novel artificial intelligence (AI) algorithm for use with wearable video-based eye-tracking glasses to compliment IMU gait data in order to better inform free-living fall risk in PwPD. The suggested approach (based on a fine-tuned You Only Look Once version 8 (YOLOv8) object detection algorithm) can accurately detect and contextualize objects (mAP50 = 0.81) in the environment while also providing insights into where the PwPD is looking, which could better inform fall risk. Second, we investigated the perceptions of PwPD via a focus group discussion regarding the adoption of video technologies and AI during their everyday lives to better inform their own fall risk. This second aspect of the study is important as, traditionally, there may be clinical and patient apprehension due to ethical and privacy concerns on the use of wearable cameras to capture real-world video. Thematic content analysis was used to analyse transcripts and develop core themes and categories. Here, PwPD agreed on ergonomically designed wearable video-based glasses as an optimal mode of video data capture, ensuring discreteness and negating any public stigma on the use of research-style equipment. PwPD also emphasized the need for control in AI-assisted data processing to uphold privacy, which could overcome concerns with the adoption of video to better inform IMU-based gait and free-living fall risk. Contemporary technologies (wearable video glasses and AI) can provide a holistic approach to fall risk that PwPD recognise as helpful and safe to use. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Investigating the AX6 inertial-based wearable for instrumented physical capability assessment of young adults in a low-resource setting
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Powell, Dylan, Nouredanesh, Mina, Stuart, Samuel, and Godfrey, Alan
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- 2021
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8. Relating Parkinson freezing and balance domains: A structural equation modeling approach
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Peterson, Daniel S., Van Liew, Charles, Stuart, Samuel, Carlson-Kuhta, Patricia, Horak, Fay B., and Mancini, Martina
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- 2020
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9. Prefrontal Cortex Activity During Gait in People With Persistent Symptoms After Concussion.
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Martini, Douglas N., Mancini, Martina, Antonellis, Prokopios, McDonnell, Paul, Vitorio, Rodrigo, Stuart, Samuel, and King, Laurie A.
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- 2024
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10. Contextualizing remote fall risk: Video data capture and implementing ethical AI.
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Moore, Jason, McMeekin, Peter, Parkes, Thomas, Walker, Richard, Morris, Rosie, Stuart, Samuel, Hetherington, Victoria, and Godfrey, Alan
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RISK assessment ,COMPUTERS ,PREDICTION models ,RESEARCH funding ,ARTIFICIAL intelligence ,PRIVACY ,PRODUCT design ,PILOT projects ,WEARABLE technology ,DESCRIPTIVE statistics ,DIAGNOSIS ,GAIT in humans ,HOME environment ,TELEMEDICINE ,SOUND recordings ,NEUROLOGICAL disorders ,ACQUISITION of data ,ARTIFICIAL neural networks ,MEDICAL needs assessment ,DATA analysis software ,COMPARATIVE studies ,INDIVIDUALIZED medicine ,ACCIDENTAL falls ,VIDEO recording ,MEDICAL ethics ,SENSITIVITY & specificity (Statistics) ,ALGORITHMS ,OPTICAL head-mounted displays ,EVALUATION - Abstract
Wearable inertial measurement units (IMUs) are being used to quantify gait characteristics that are associated with increased fall risk, but the current limitation is the lack of contextual information that would clarify IMU data. Use of wearable video-based cameras would provide a comprehensive understanding of an individual's habitual fall risk, adding context to clarify abnormal IMU data. Generally, there is taboo when suggesting the use of wearable cameras to capture real-world video, clinical and patient apprehension due to ethical and privacy concerns. This perspective proposes that routine use of wearable cameras could be realized within digital medicine through AI-based computer vision models to obfuscate/blur/shade sensitive information while preserving helpful contextual information for a comprehensive patient assessment. Specifically, no person sees the raw video data to understand context, rather AI interprets the raw video data first to blur sensitive objects and uphold privacy. That may be more routinely achieved than one imagines as contemporary resources exist. Here, to showcase/display the potential an exemplar model is suggested via off-the-shelf methods to detect and blur sensitive objects (e.g., people) with an accuracy of 88%. Here, the benefit of the proposed approach includes a more comprehensive understanding of an individual's free-living fall risk (from free-living IMU-based gait) without compromising privacy. More generally, the video and AI approach could be used beyond fall risk to better inform habitual experiences and challenges across a range of clinical cohorts. Medicine is becoming more receptive to wearables as a helpful toolbox, camera-based devices should be plausible instruments. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Measuring freezing of gait during daily-life: an open-source, wearable sensors approach
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Mancini, Martina, Shah, Vrutangkumar V., Stuart, Samuel, Curtze, Carolin, Horak, Fay B., Safarpour, Delaram, and Nutt, John G.
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- 2021
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12. Gait measurement in chronic mild traumatic brain injury: A model approach
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Stuart, Samuel, Parrington, Lucy, Morris, Rosie, Martini, Douglas N., Fino, Peter C., and King, Laurie A.
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- 2020
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13. Monitoring multiple cortical regions during walking in young and older adults: Dual-task response and comparison challenges
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Stuart, Samuel, Alcock, Lisa, Rochester, Lynn, Vitorio, Rodrigo, and Pantall, Annette
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- 2019
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14. Validity and reliability of the DANU sports system for walking and running gait assessment.
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Mason, Rachel, Barry, Gillian, Robinson, Hugh, O'Callaghan, Ben, Lennon, Oisin, Godfrey, Alan, and Stuart, Samuel
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GROUND reaction forces (Biomechanics) ,CONVOLUTIONAL neural networks ,ARTIFICIAL neural networks ,RANGE of motion of joints ,SPORTS sciences ,TREADMILLS ,FOOT ,ANKLE - Abstract
This document is a compilation of research articles on gait analysis and running biomechanics. It covers topics such as the use of wearables for gait analysis, the effects of various factors on running patterns, and the reliability and validity of different measurement methods. The articles include studies on different populations, including neurological patients, elderly individuals, and runners. This comprehensive resource can be valuable for library patrons conducting research on gait analysis and running biomechanics. [Extracted from the article]
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- 2023
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15. Visual Exploration While Walking With and Without Visual Cues in Parkinson's Disease: Freezer Versus Non-Freezer.
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Graham, Lisa, Armitage, Jordan, Vitorio, Rodrigo, Das, Julia, Barry, Gill, Godfrey, Alan, McDonald, Claire, Walker, Richard, Mancini, Martina, Morris, Rosie, and Stuart, Samuel
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- 2023
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16. Wearables for running gait analysis: A study protocol.
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Mason, Rachel, Godfrey, Alan, Barry, Gillian, and Stuart, Samuel
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GYROSCOPES ,PRESSURE sensors ,CAPACITIVE sensors ,RESEARCH protocols ,FIXED interest rates - Abstract
Quantitative running gait analysis is an important tool that provides beneficial outcomes to injury risk/recovery or performance assessment. Wearable devices have allowed running gait to be evaluated in any environment (i.e., laboratory or real-world settings), yet there are a plethora of different grades of devices (i.e., research-grade, commercial, or novel multi-modal) available with little information to make informed decisions on selection. This paper outlines a protocol that will examine different grades of wearables for running gait analysis in healthy individuals. Specifically, this pilot study will: 1) examine analytical validity and reliability of wearables (research-grade, commercial, high-end multimodal) within a controlled laboratory setting; 2) examine analytical validation of different grades of wearables in a real-world setting, and 3) explore clinical validation and usability of wearables for running gait analysis (e.g., injury history (previously injured, never injured), performance level (novice, elite) and relationship to meaningful outcomes). The different grades of wearable include: (1) A research-grade device, the Ax6 consists of a configurable tri-axial accelerometer and tri-axial gyroscope with variable sampling capabilities; (2) attainable (low-grade) commercial with proprietary software, the DorsaVi ViMove2 consisting of two, non-configurable IMUs modules, with a fixed sampling rate and (3) novel multimodal high-end system, the DANU Sports System that is a pair of textile socks, that contain silicone based capacitive pressure sensors, and configurable IMU modules with variable sampling rates. Clinical trial registration: Trial registration: NCT05277181. [ABSTRACT FROM AUTHOR]
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- 2023
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17. Ocular microtremor: a structured review.
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Graham, Lisa, Das, Julia, Vitorio, Rodrigo, McDonald, Claire, Walker, Richard, Godfrey, Alan, Morris, Rosie, and Stuart, Samuel
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EYE movements ,NEUROLOGIC examination ,NEUROLOGICAL disorders ,GENERATING functions ,MEDICAL research ,LOSS of consciousness - Abstract
Ocular microtremor (OMT) is the smallest of three involuntary fixational micro eye movements, which has led to it being under researched in comparison. The link between OMT and brain function generates a strong rationale for further study as there is potential for its use as a biomarker in populations with neurological injury and disease. This structured review focused on populations previously studied, instrumentation used for measurement, commonly reported OMT outcomes, and recommendations concerning protocol design and future studies. Current methods of quantifying OMT will be reviewed to analyze their efficacy and efficiency and guide potential development and understanding of novel techniques. Electronic databases were systematically searched and compared with predetermined inclusion criteria. 216 articles were identified in the search and screened by two reviewers. 16 articles were included for review. Findings showed that piezoelectric probe is the most common method of measuring OMT, with fewer studies involving non-invasive approaches, such as contact lenses and laser imaging. OMT frequency was seen to be reduced during general anesthesia at loss of consciousness and in neurologically impaired participants when compared to healthy adults. We identified the need for a non-invasive technique for measuring OMT and highlight its potential in clinical applications as an objective biomarker for neurological assessments. We highlight the need for further research on the clinical validation of OMT to establish its potential to identify or predict a meaningful clinical or functional state, specifically, regarding accuracy, precision, and reliability of OMT. [ABSTRACT FROM AUTHOR]
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- 2023
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18. Enhancing Conversion Efficiency of Direct Ink Write Printed Copper (I) Sulfide Thermoelectrics via Sulfur Infusion Process.
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Gustinvil, Raden, Wright, William Jordan, Di Benedetto, Giuseppe L., Skelton, Donald, Stuart, Samuel, Drazin, John W., and Celik, Emrah
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BISMUTH telluride ,THERMOELECTRIC materials ,SULFUR ,SEEBECK coefficient ,COPPER ,ELECTRIC conductivity - Abstract
Copper (I) sulfide (Cu
2 S) is a low-cost, earth-abundant, and non-toxic thermoelectric material for applications in the middle–high temperature range (>650 K). Although 3D printing these materials can simplify their manufacturing, elevated temperatures observed during sintering impair their crystal structure and energy conversion efficiency. In this study, we demonstrated a novel post-processing methodology to revert the thermoelectric properties of the 3D printed Cu2-x S materials back to the unimpaired state via sulfur infusion. After printing and sintering, sulfur was infused into the specimens under vacuum to optimize their crystal structure and achieve high thermoelectric efficiency. Chemical analysis and X-ray Diffraction (XRD) tests showed that after the sulfur infusion process, the Cu/S ratio was reverted close to the stoichiometric level. The 3D printed Cu2-x S showed p-type thermoelectric behavior with electrical conductivity peaking at 143 S-cm−1 at 750 K and Seebeck coefficient of 175 µV-K−1 at 627 K. The figure of merit (ZT) value of 1.0 at 780 K was achieved, which is the highest value ever reported for a 3D printed Cu2-x S thermoelectrics at this temperature. The fabrication of environmentally friendly thermoelectric materials with extended dimensional freedom and conversion efficiency has the potential to impact the thermoelectric industry with new energy conversion applications and lowered manufacturing costs. [ABSTRACT FROM AUTHOR]- Published
- 2023
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19. Prefrontal Cortical Activation With Open and Closed-Loop Tactile Cueing When Walking and Turning in Parkinson Disease: A Pilot Study
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Stuart, Samuel and Mancini, Martina
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- 2020
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20. Gait in Parkinson’s disease: A visuo-cognitive challenge
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Stuart, Samuel, Lord, Sue, Hill, Elizabeth, and Rochester, Lynn
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- 2016
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21. Stroboscopic visual training: The potential for clinical application in neurological populations.
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Das, Julia, Walker, Richard, Barry, Gill, Vitório, Rodrigo, Stuart, Samuel, and Morris, Rosie
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- 2023
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22. Faster Walking Speeds Require Greater Activity from the Primary Motor Cortex in Older Adults Compared to Younger Adults.
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Alcock, Lisa, Vitório, Rodrigo, Stuart, Samuel, Rochester, Lynn, and Pantall, Annette
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OLDER people ,YOUNG adults ,WALKING speed ,FITNESS walking ,NEAR infrared spectroscopy ,GAIT in humans ,FRONTAL lobe ,PREMOTOR cortex ,MOTOR cortex - Abstract
Gait speed declines with age and slower walking speeds are associated with poor health outcomes. Understanding why we do not walk faster as we age, despite being able to, has implications for rehabilitation. Changes in regional oxygenated haemoglobin (HbO2) across the frontal lobe were monitored using functional near infrared spectroscopy in 17 young and 18 older adults while they walked on a treadmill for 5 min, alternating between 30 s of walking at a preferred and fast (120% preferred) speed. Gait was quantified using a triaxial accelerometer (lower back). Differences between task (preferred/fast) and group (young/old) and associations between regional HbO2 and gait were evaluated. Paired tests indicated increased HbO2 in the supplementary motor area (right) and primary motor cortex (left and right) in older adults when walking fast (p < 0.006). HbO2 did not significantly change in the young when walking fast, despite both groups modulating gait. When evaluating the effect of age (linear mixed effects model), greater increases in HbO2 were observed for older adults when walking fast (prefrontal cortex, premotor cortex, supplementary motor area and primary motor cortex) compared to young adults. In older adults, increased step length and reduced step length variability were associated with larger increases in HbO2 across multiple regions when walking fast. Walking fast required increased activation of motor regions in older adults, which may serve as a therapeutic target for rehabilitation. Widespread increases in HbO2 across the frontal cortex highlight that walking fast represents a resource-intensive task as we age. [ABSTRACT FROM AUTHOR]
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- 2023
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23. The integration of technology into a home-based visuo-cognitive training intervention for people with Parkinson's: Is the future digital?
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Das, Julia, Barry, Gill, Walker, Richard, Vitorio, Rodrigo, Morris, Rosie, and Stuart, Samuel
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PARKINSON'S disease ,HOME rehabilitation ,NEUROLOGICAL disorders ,CROSSOVER trials ,PATIENTS' attitudes ,INTRAOCULAR lenses ,REHABILITATION technology - Abstract
Background: Mobile applications and technology (e.g., stroboscopic glasses) are increasingly being used to deliver combined visual and cognitive (termed visuo-cognitive) training that replaces standard pen and paper-based interventions. These 'technological visuo-cognitive training' (TVT) interventions could help address the complex problems associated with visuo-cognitive dysfunction in people with long term neurological conditions such as Parkinson's disease. As data emerges to support the effectiveness of these technologies, patient perspectives offer an insight into how novel TVT is received by people living with long term neurological conditions. Objective: To explore experiences of people with Parkinson's in using technology as part of a home-based visuo-cognitive training programme compared to traditional approaches to rehabilitation. Methods: Eight people with Parkinson's who took part in a pilot randomised cross-over trial, investigating the efficacy and feasibility of TVT compared to standard care, were interviewed to explore their experiences of each arm of the training they received. Integration of Normalisation Process Theory (NPT) into the analysis enabled examination of the potential to embed novel TVT into a home-based rehabilitation intervention for people with Parkinson's disease. Results: Three key themes emerged from the thematic analysis as factors influencing the implementation potential of TVT for people with Parkinson's disease: perceived value of technology, perceived ease of use and support mechanisms. Further examination of the data through the lens of NPT revealed that the implantation and embedding of novel technology was dependent on positive user experience, individual disease manifestation and engagement with a professional. Conclusions: Our findings provide insights into the challenges of engaging with technology-based interventions while living with a progressive and fluctuating disease. When implementing technology-based interventions for people with Parkinson's, we recommend that patients and clinicians collaborate to determine whether the technology fits the capacity, preference, and treatment needs of the individual patient. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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24. Combination of Clinical and Gait Measures to Classify Fallers and Non-Fallers in Parkinson's Disease.
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Araújo, Hayslenne A. G. O., Smaili, Suhaila M., Morris, Rosie, Graham, Lisa, Das, Julia, McDonald, Claire, Walker, Richard, Stuart, Samuel, and Vitório, Rodrigo
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PARKINSON'S disease ,RECEIVER operating characteristic curves ,GAIT in humans ,MENTAL arithmetic ,RANGE of motion of joints ,GAIT disorders ,MEMORY span - Abstract
Although the multifactorial nature of falls in Parkinson's disease (PD) is well described, optimal assessment for the identification of fallers remains unclear. Thus, we aimed to identify clinical and objective gait measures that best discriminate fallers from non-fallers in PD, with suggestions of optimal cutoff scores. METHODS: Individuals with mild-to-moderate PD were classified as fallers (n = 31) or non-fallers (n = 96) based on the previous 12 months' falls. Clinical measures (demographic, motor, cognitive and patient-reported outcomes) were assessed with standard scales/tests, and gait parameters were derived from wearable inertial sensors (Mobility Lab v2); participants walked overground, at a self-selected speed, for 2 min under single and dual-task walking conditions (maximum forward digit span). Receiver operating characteristic curve analysis identified measures (separately and in combination) that best discriminate fallers from non-fallers; we calculated the area under the curve (AUC) and identified optimal cutoff scores (i.e., point closest-to-(0,1) corner). RESULTS: Single gait and clinical measures that best classified fallers were foot strike angle (AUC = 0.728; cutoff = 14.07°) and the Falls Efficacy Scale International (FES-I; AUC = 0.716, cutoff = 25.5), respectively. Combinations of clinical + gait measures had higher AUCs than combinations of clinical-only or gait-only measures. The best performing combination included the FES-I score, New Freezing of Gait Questionnaire score, foot strike angle and trunk transverse range of motion (AUC = 0.85). CONCLUSION: Multiple clinical and gait aspects must be considered for the classification of fallers and non-fallers in PD. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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25. Elevated Gaussian-modeled beta power in the cortex characterizes aging, but not Parkinson’s disease.
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Karekal, Apoorva, Stuart, Samuel, Mancini, Martina, and Swann, Nicole C.
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PARKINSON'S disease , *SENSORIMOTOR cortex , *FALSE discovery rate , *BETA distribution , *AGING - Abstract
Aging is a key risk factor for the development of Parkinson’s disease (PD). PD is characterized by excessive synchrony of beta oscillations (13–30 Hz) in the basal ganglia thalamo-cortical network. However, cortical beta power is not reliably elevated in individuals with PD. Here, we sought to disentangle how resting cortical beta power compares in younger controls, older controls, and individuals with PD using scalp electroencephalogram (EEG) and a novel approach for quantifying beta power. Specifically, we used a Gaussian model to determine if sensorimotor beta power distinguishes these groups. In addition, we looked at the distribution of beta power across the entire cortex. Our findings showed that Gaussian-modeled beta power does not differentiate individuals with PD (on medication) from healthy younger or older controls in sensorimotor cortex. However, beta power (and not theta or alpha) was higher in healthy older versus younger controls. This effect was most pronounced in regions near sensorimotor cortex including the frontal and parietal areas [P < 0.05, false discovery rate (FDR) corrected]. In addition, the bandwidth of the periodic beta was also higher in healthy older than young individuals in parietal regions. Finally, the aperiodic component, specifically the exponent of the signal, was higher (steeper) in younger controls than in individuals with PD in the right parietal-occipital region (P < 0.05, FDR corrected), possibly reflecting differences in neuronal spiking. Our findings suggest that cortical Gaussian beta power is possibly modulated by age and could be further explored in longitudinal studies to determine whether sensorimotor beta increases with increasing age. NEW & NOTEWORTHY Altered sensorimotor beta activity has been shown to be a feature in aging and PD. Using a novel approach, we clarify that resting sensorimotor beta power does not distinguish subjects with PD from healthy younger and older controls. However, beta power was higher in older compared with younger controls in central sensorimotor, frontal, and parietal regions. These results provide a clearer picture of sensorimotor beta power, demonstrating that it is elevated in aging but not PD. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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26. IoT-Enabled Gait Assessment: The Next Step for Habitual Monitoring.
- Author
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Young, Fraser, Mason, Rachel, Morris, Rosie E., Stuart, Samuel, and Godfrey, Alan
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COMPUTER vision ,MOTION capture (Human mechanics) ,WEARABLE technology ,INTERNET of things ,EDGE computing ,COMMUNITIES - Abstract
Walking/gait quality is a useful clinical tool to assess general health and is now broadly described as the sixth vital sign. This has been mediated by advances in sensing technology, including instrumented walkways and three-dimensional motion capture. However, it is wearable technology innovation that has spawned the highest growth in instrumented gait assessment due to the capabilities for monitoring within and beyond the laboratory. Specifically, instrumented gait assessment with wearable inertial measurement units (IMUs) has provided more readily deployable devices for use in any environment. Contemporary IMU-based gait assessment research has shown evidence of the robust quantifying of important clinical gait outcomes in, e.g., neurological disorders to gather more insightful habitual data in the home and community, given the relatively low cost and portability of IMUs. The aim of this narrative review is to describe the ongoing research regarding the need to move gait assessment out of bespoke settings into habitual environments and to consider the shortcomings and inefficiencies that are common within the field. Accordingly, we broadly explore how the Internet of Things (IoT) could better enable routine gait assessment beyond bespoke settings. As IMU-based wearables and algorithms mature in their corroboration with alternate technologies, such as computer vision, edge computing, and pose estimation, the role of IoT communication will enable new opportunities for remote gait assessment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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27. Technological solution for the assessment and rehabilitation of visuo-cognition in Parkinson's disease.
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Das, Julia, Morris, Rosie, Barry, Gill, Celik, Yunus, Godfrey, Alan, McDonald, Claire, Walker, Richard, Vitorio, Rodrigo, and Stuart, Samuel
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NEUROREHABILITATION ,PARKINSON'S disease ,REHABILITATION ,ANTERIOR cruciate ligament injuries - Abstract
Strobe/quad strobe glasses People with PD (and older adults) become increasingly reliant on visuo-cognition for mobility, which may require sensory reweighting training to overcome functional problems and improve performance. The "Senaptec App" is a portable training extension of the SSS assessment/rehabilitation, which can be used on a tablet within any environment and works on both Android and iOS platforms (Figure 1c). Parkinson's disease (PD) commonly affects both visual and cognitive functions, which is complicated by the fact that these functions are inter-related (termed visuo-cognition). If the findings demonstrate that the Senaptec solutions are useful for visuo-cognitive assessments and rehabilitation in PD, this would support their use as a potential means of objectively and comprehensively providing visuo-cognitive care for patients in a variety of settings. [Extracted from the article]
- Published
- 2023
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28. Enhancing Free-Living Fall Risk Assessment: Contextualizing Mobility Based IMU Data.
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Moore, Jason, Stuart, Samuel, McMeekin, Peter, Walker, Richard, Celik, Yunus, Pointon, Matthew, and Godfrey, Alan
- Subjects
- *
RISK assessment , *ARTIFICIAL intelligence , *VIDEO processing , *CONTEXTUAL analysis , *CHARGE carrier mobility , *COMPUTER vision - Abstract
Fall risk assessment needs contemporary approaches based on habitual data. Currently, inertial measurement unit (IMU)-based wearables are used to inform free-living spatio-temporal gait characteristics to inform mobility assessment. Typically, a fluctuation of those characteristics will infer an increased fall risk. However, current approaches with IMUs alone remain limited, as there are no contextual data to comprehensively determine if underlying mechanistic (intrinsic) or environmental (extrinsic) factors impact mobility and, therefore, fall risk. Here, a case study is used to explore and discuss how contemporary video-based wearables could be used to supplement arising mobility-based IMU gait data to better inform habitual fall risk assessment. A single stroke survivor was recruited, and he conducted a series of mobility tasks in a lab and beyond while wearing video-based glasses and a single IMU. The latter generated topical gait characteristics that were discussed according to current research practices. Although current IMU-based approaches are beginning to provide habitual data, they remain limited. Given the plethora of extrinsic factors that may influence mobility-based gait, there is a need to corroborate IMUs with video data to comprehensively inform fall risk assessment. Use of artificial intelligence (AI)-based computer vision approaches could drastically aid the processing of video data in a timely and ethical manner. Many off-the-shelf AI tools exist to aid this current need and provide a means to automate contextual analysis to better inform mobility from IMU gait data for an individualized and contemporary approach to habitual fall risk assessment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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29. Internet-of-Things-Enabled Markerless Running Gait Assessment from a Single Smartphone Camera.
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Young, Fraser, Mason, Rachel, Morris, Rosie, Stuart, Samuel, and Godfrey, Alan
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MOTION capture (Cinematography) ,COMPUTER vision ,MOBILE apps ,SMARTPHONES ,CAMERAS ,MOTION capture (Human mechanics) ,POSE estimation (Computer vision) - Abstract
Running gait assessment is essential for the development of technical optimization strategies as well as to inform injury prevention and rehabilitation. Currently, running gait assessment relies on (i) visual assessment, exhibiting subjectivity and limited reliability, or (ii) use of instrumented approaches, which often carry high costs and can be intrusive due to the attachment of equipment to the body. Here, the use of an IoT-enabled markerless computer vision smartphone application based upon Google's pose estimation model BlazePose was evaluated for running gait assessment for use in low-resource settings. That human pose estimation architecture was used to extract contact time, swing time, step time, knee flexion angle, and foot strike location from a large cohort of runners. The gold-standard Vicon 3D motion capture system was used as a reference. The proposed approach performs robustly, demonstrating good (ICC(2,1) > 0.75) to excellent (ICC(2,1) > 0.90) agreement in all running gait outcomes. Additionally, temporal outcomes exhibit low mean error (0.01–0.014 s) in left foot outcomes. However, there are some discrepancies in right foot outcomes, due to occlusion. This study demonstrates that the proposed low-cost and markerless system provides accurate running gait assessment outcomes. The approach may help routine running gait assessment in low-resource environments. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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30. Wearables for Running Gait Analysis: A Systematic Review.
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Mason, Rachel, Pearson, Liam T., Barry, Gillian, Young, Fraser, Lennon, Oisin, Godfrey, Alan, and Stuart, Samuel
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ONLINE information services ,RUNNING ,RESEARCH evaluation ,GAIT in humans ,SYSTEMATIC reviews ,ELECTRONIC equipment ,SPORTS ,TREADMILLS ,ACCELEROMETERS ,HEALTH outcome assessment ,DIAGNOSIS ,RESEARCH funding ,DESCRIPTIVE statistics ,MEDLINE ,INFORMATION storage & retrieval systems ,ADULTS - Abstract
Background: Running gait assessment has traditionally been performed using subjective observation or expensive laboratory-based objective technologies, such as three-dimensional motion capture or force plates. However, recent developments in wearable devices allow for continuous monitoring and analysis of running mechanics in any environment. Objective measurement of running gait is an important (clinical) tool for injury assessment and provides measures that can be used to enhance performance. Objectives: We aimed to systematically review the available literature investigating how wearable technology is being used for running gait analysis in adults. Methods: A systematic search of the literature was conducted in the following scientific databases: PubMed, Scopus, Web of Science and SPORTDiscus. Information was extracted from each included article regarding the type of study, participants, protocol, wearable device(s), main outcomes/measures, analysis and key findings. Results: A total of 131 articles were reviewed: 56 investigated the validity of wearable technology, 22 examined the reliability and 77 focused on applied use. Most studies used inertial measurement units (n = 62) [i.e. a combination of accelerometers, gyroscopes and magnetometers in a single unit] or solely accelerometers (n = 40), with one using gyroscopes alone and 31 using pressure sensors. On average, studies used one wearable device to examine running gait. Wearable locations were distributed among the shank, shoe and waist. The mean number of participants was 26 (± 27), with an average age of 28.3 (± 7.0) years. Most studies took place indoors (n = 93), using a treadmill (n = 62), with the main aims seeking to identify running gait outcomes or investigate the effects of injury, fatigue, intrinsic factors (e.g. age, sex, morphology) or footwear on running gait outcomes. Generally, wearables were found to be valid and reliable tools for assessing running gait compared to reference standards. Conclusions: This comprehensive review highlighted that most studies that have examined running gait using wearable sensors have done so with young adult recreational runners, using one inertial measurement unit sensor, with participants running on a treadmill and reporting outcomes of ground contact time, stride length, stride frequency and tibial acceleration. Future studies are required to obtain consensus regarding terminology, protocols for testing validity and the reliability of devices and suitability of gait outcomes. Clinical Trial Registration: CRD42021235527. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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31. Suitability of a Low-Cost Wearable Sensor to Assess Turning in Healthy Adults.
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Mason, Rachel, Byerley, Joe, Baker, Andrea, Powell, Dylan, Pearson, Liam T., Barry, Gill, Godfrey, Alan, Mancini, Martina, Stuart, Samuel, and Morris, Rosie
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WEARABLE technology ,YOUNG adults ,ADULTS ,LUMBAR vertebrae ,OPALS - Abstract
Background: Turning is a complex measure of gait that accounts for over 50% of daily steps. Traditionally, turning has been measured in a research grade laboratory setting, however, there is demand for a low-cost and portable solution to measure turning using wearable technology. This study aimed to determine the suitability of a low-cost inertial sensor-based device (AX6, Axivity) to assess turning, by simultaneously capturing and comparing to a turn algorithm output from a previously validated reference inertial sensor-based device (Opal), in healthy young adults. Methodology: Thirty participants (aged 23.9 ± 4.89 years) completed the following turning protocol wearing the AX6 and reference device: a turn course, a two-minute walk (including 180° turns) and turning in place, alternating 360° turn right and left. Both devices were attached at the lumbar spine, one Opal via a belt, and the AX6 via double sided tape attached directly to the skin. Turning measures included number of turns, average turn duration, angle, velocity, and jerk. Results: Agreement between the outcomes from the AX6 and reference device was good to excellent for all turn characteristics (all ICCs > 0.850) during the turning 360° task. There was good agreement for all turn characteristics (all ICCs > 0.800) during the two-minute walk task, except for moderate agreement for turn angle (ICC 0.683). Agreement for turn outcomes was moderate to good during the turns course (ICCs range; 0.580 to 0.870). Conclusions: A low-cost wearable sensor, AX6, can be a suitable and fit-for-purpose device when used with validated algorithms for assessment of turning outcomes, particularly during continuous turning tasks. Future work needs to determine the suitability and validity of turning in aging and clinical cohorts within low-resource settings. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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32. Systematic review of ablation techniques for the treatment of malignant or aggressive benign lesions in children
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Gómez, Fernando M., Patel, Premal A., Stuart, Samuel, and Roebuck, Derek J.
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- 2014
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33. Brain activity response to cues during gait in Parkinson's disease: A study protocol.
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Vitório, Rodrigo, Morris, Rosie, Das, Julia, Walker, Richard, Mancini, Martina, and Stuart, Samuel
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PARKINSON'S disease ,AUDITORY perception ,GAIT in humans ,GAIT disorders ,NEAR infrared spectroscopy ,RESEARCH protocols ,SPECTRAL energy distribution ,ANKLE - Abstract
Various cueing strategies (internal and external) have been used to alleviate gait deficits in Parkinson's disease (PD). However, it remains unclear which type of cueing strategy is most effective at different disease stages or with more severe walking impairment, such as freezing of gait (FOG). The underlying neural mechanisms of response to cueing are also unknown. This trial aims to: (i) determine brain activity response to cue stimulus (internal, visual, auditory or tactile) when walking in PD and; (ii) examine changes in brain activity to cues at different stages of PD. This ongoing single-site study uses an exploratory observational design, with laboratory application of cues for gait deficit. A total of 80 people with PD who meet the inclusion criteria will be enrolled. Participants are split into groups dependent on their disease stage (classified with the Hoehn and Yahr (H&Y) scale); n = 20 H&YI; n = 30 H&YII; n = 30 H&YIII. Within the H&Y stage II and III groups, we will also ensure recruitment of a sub-group of 15 individuals with FOG within each group. Participants perform walking tasks under several conditions: baseline walking without cues; randomized cued walking conditions [internal and external (visual, auditory and tactile) cues]. A combined functional near-infrared spectroscopy and electroencephalography system quantifies cortical brain activity while walking. Inertial sensors are used to assess gait. Primary outcome measures are cue-related changes in cortical brain activity while walking, including the relative change in cortical HbO
2 and the power spectral densities at alpha (8-13Hz), beta (13-30Hz), delta (0.5-4Hz), theta (4-8Hz) and gamma (30-40Hz) frequency bandwidths. Secondary outcome measures are cue-related changes in spatiotemporal gait characteristics. Findings will enhance our understanding about the cortical responses to different cueing strategies and how they are influenced by PD progression and FOG status. This trial is registered at clinicaltrials.gov (NCT04863560; April 28, 2021, https://clinicaltrials.gov/ct2/show/NCT04863560). [ABSTRACT FROM AUTHOR]- Published
- 2022
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34. Exploring the feasibility of technological visuo-cognitive training in Parkinson's: Study protocol for a pilot randomised controlled trial.
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Das, Julia, Morris, Rosie, Barry, Gill, Vitorio, Rodrigo, Oman, Paul, McDonald, Claire, Walker, Richard, and Stuart, Samuel
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PARKINSON'S disease ,TRAIL Making Test ,SEMI-structured interviews ,RESEARCH protocols ,RANDOMIZED controlled trials - Abstract
Visual and cognitive dysfunction are common in Parkinson's disease and relate to balance and gait impairment, as well as increased falls risk and reduced quality of life. Vision and cognition are interrelated (termed visuo-cognition) which makes intervention complex in people with Parkinson's (PwP). Non-pharmacological interventions for visuo-cognitive deficits are possible with modern technology, such as combined mobile applications and stroboscopic glasses, but evidence for their effectiveness in PwP is lacking. We aim to investigate whether technological visuo-cognitive training (TVT) can improve visuo-cognitive function in PwP. We will use a parallel group randomised controlled trial to evaluate the feasibility and acceptability of TVT versus standard care in PwP. Forty PwP who meet our inclusion criteria will be randomly assigned to one of two visuo-cognitive training interventions. Both interventions will be carried out by a qualified physiotherapist in participants own homes (1-hour sessions, twice a week, for 4 weeks). Outcome measures will be assessed on anti-parkinsonian medication at baseline and at the end of the 4-week intervention. Feasibility of the TVT intervention will be assessed in relation to safety and acceptability of the technological intervention, compliance and adherence to the intervention and usability of equipment in participants homes. Additionally, semi structured interviews will be conducted to explore participants' experience of the technology. Exploratory efficacy outcomes will include change in visual attention measured using the Trail Making Test as well as changes in balance, gait, quality of life, fear of falling and levels of activity. This pilot study will focus on the feasibility and acceptability of TVT in PwP and provide preliminary data to support the design of a larger, multi-centre randomised controlled trial. This trial is registered at isrctn.com (ISRCTN46164906). [ABSTRACT FROM AUTHOR]
- Published
- 2022
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35. Visual Cues for Turning in Parkinson's Disease.
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Das, Julia, Vitorio, Rodrigo, Butterfield, Allissa, Morris, Rosie, Graham, Lisa, Barry, Gill, McDonald, Claire, Walker, Richard, Mancini, Martina, and Stuart, Samuel
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PARKINSON'S disease ,GAIT disorders ,LUMBAR vertebrae ,CLINICAL trials ,LUMBOSACRAL region ,RISK perception - Abstract
Turning is a common impairment of mobility in people with Parkinson's disease (PD), which increases freezing of gait (FoG) episodes and has implications for falls risk. Visual cues have been shown to improve general gait characteristics in PD. However, the effects of visual cues on turning deficits in PD remains unclear. We aimed to (i) compare the response of turning performance while walking (180° and 360° turns) to visual cues in people with PD with and without FoG; and (ii) examine the relationship between FoG severity and response to visual cues during turning. This exploratory interventional study measured turning while walking in 43 participants with PD (22 with self-reported FoG) and 20 controls using an inertial sensor placed at the fifth lumbar vertebrae region. Participants walked straight and performed 180° and 360° turns midway through a 10 m walk, which was done with and without visual cues (starred pattern). The turn duration and velocity response to visual cues were assessed using linear mixed effects models. People with FoG turned slower and longer than people with PD without FoG and controls (group effect: p < 0.001). Visual cues reduced the velocity of turning 180° across all groups and reduced the velocity of turning 360° in people with PD without FoG and controls. FoG severity was not significantly associated with response to visual cues during turning. Findings suggest that visual cueing can modify turning during walking in PD, with response influenced by FoG status and turn amplitude. Slower turning in response to visual cueing may indicate a more cautious and/or attention-driven turning pattern. This study contributes to our understanding of the influence that cues can have on turning performance in PD, particularly in freezers, and will aid in their therapeutic application. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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36. Exploring Inertial-Based Wearable Technologies for Objective Monitoring in Sports-Related Concussion: A Single-Participant Report.
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Powell, Dylan, Stuart, Samuel, and Godfrey, Alan
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SPORTS participation , *MEDICAL rehabilitation , *WEARABLE technology , *SPORTS injuries , *BRAIN concussion , *SPORTS medicine - Abstract
Objective Challenges remain in sports-related concussion (SRC) assessment to better inform return to play. Reliance on self-reported symptoms within the Sports Concussion Assessment Tool means that there are limited data on the effectiveness of novel methods to assess a player's readiness to return to play. Digital methods such as wearable technologies may augment traditional SRC assessment and improve objectivity in making decisions regarding return to play. Methods The participant was a male university athlete who had a recent history of SRC. The single-participant design consisted of baseline laboratory testing immediately after SRC, free-living monitoring, and follow-up supervised testing after 2 months. The primary outcome measures were from traditional assessment (eg, Sports Concussion Assessment Tool and 2-minute instrumented walk/gait test; secondary outcome measures were from remote (free-living) assessment with a single wearable inertial measurement unit (eg, for gait and sleep). Results The university athlete (age = 20 years, height = 175 cm, weight = 77 kg [176.37 lb]) recovered and returned to play 20 days after SRC. Primary measures returned to baseline levels after 12 days. However, supervised (laboratory-based) wearable device assessment showed that gait impairments (increased step time) remained even after the athlete was cleared for return to play (2 months). Similarly, a 24-hour remote gait assessment showed changes in step time, step time variability, and step time asymmetry immediately after SRC and at return to play (1 month after SRC). Remote sleep analysis showed differences in sleep quality and disturbance (increased movement between immediately after SRC and once the athlete had returned to play [1 month after SRC]). Conclusion The concern about missed or delayed SRC diagnosis is growing, but methods to objectively monitor return to play after concussion are still lacking. This report showed that wearable device assessment offers additional objective data for use in monitoring players who have SRC. This work could better inform SRC assessment and return-to-play protocols. Impact Digital technologies such as wearable technologies can yield additional data that traditional self-report approaches cannot. Combining data from nondigital (traditional) and digital (wearable) methods may augment SRC assessment for improved return-to-play decisions. Lay Summary Inertia-based wearable technologies (eg, accelerometers) may be useful to help augment traditional, self-report approaches to sports-related concussion assessment and management by better informing return-to-play protocols. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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37. Staying UpRight in Parkinson's disease: A pilot study of a novel wearable postural intervention.
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Stuart, Samuel, Godfrey, Alan, and Mancini, Martina
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PARKINSON'S disease , *WEARABLE technology , *WALKING , *POSTURAL balance , *PHYSICAL therapy - Abstract
• Neck posture improved immediately with the UpRight in Parkinson's disease (PD) during sitting and standing. • Neck, trunk and low back posture did not improve with the UpRight during walking in PD. • Gait was worse when walking with the UpRight device compared to without in PD. • Postural improvement related to attentional capabilities of people with PD. • Self-reported feedback suggests that participants felt the UpRight was beneficial. This interventional pilot study aimed to 1) examine whether a novel wearable vibro-tactile feedback device ('UpRight Go') is effective and feasible to improve postural alignment in Parkinson's disease (PD); 2) explore relationships between postural alignment and attention in PD; 3) explore effect of vibro-tactile device on balance and gait; and 4) gain initial feedback on the use of the vibro-tactile device in the laboratory and at home. 25 people with PD sat, stood and walked for two-minutes without and with the UpRight device attached to their upper backs to provide feedback on postural alignment in the laboratory. A sub-group (n = 12) wore the UpRight device at home for 60 min. per day for 7-days of postural feedback. Subjective feedback on use of the device was obtained in the laboratory and at the end of the 7-day period. The primary outcome for this study was posture measured by verticality of inertial measurement units (IMUs) at the neck, trunk and low back, which was done with and without the UpRight device. Secondary outcomes included clinical measures of posture, subjective feedback on the device, computerized attention measures, gait and balance. Neck postural alignment in PD was significantly improved (reduced neck flexion) with the UpRight during sitting and standing in both clinical measures (p = 0.005) and IMU outcomes (p = 0.046), but trunk and low back posture did not change. There was no change in postural alignment during walking with the UpRight. Postural alignment response was related to attentional capabilities. Many subjects (68 %) reported that they felt a benefit from the UpRight and most participants reported that the device was acceptable (Lab use; 72 %, Home use; 75 %). The UpRight Go feedback device may improve neck/upper-back posture in PD during sitting and standing, but not during walking. Postural alignment response to the device may depend on attentional mechanisms. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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38. Brain Activity Response to Visual Cues for Gait Impairment in Parkinson's Disease: An EEG Study.
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Stuart, Samuel, Wagner, Johanna, Makeig, Scott, and Mancini, Martina
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- 2021
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39. Staying UpRight in Parkinson's disease: A pilot study of a novel wearable postural intervention.
- Author
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Stuart, Samuel, Godfrey, Alan, and Mancini, Martina
- Abstract
Objectives: This interventional pilot study aimed to 1) examine whether a novel wearable vibro-tactile feedback device ('UpRight Go') is effective and feasible to improve postural alignment in Parkinson's disease (PD); 2) explore relationships between postural alignment and attention in PD; 3) explore effect of vibro-tactile device on balance and gait; and 4) gain initial feedback on the use of the vibro-tactile device in the laboratory and at home.Methods: 25 people with PD sat, stood and walked for two-minutes without and with the UpRight device attached to their upper backs to provide feedback on postural alignment in the laboratory. A sub-group (n = 12) wore the UpRight device at home for 60 min. per day for 7-days of postural feedback. Subjective feedback on use of the device was obtained in the laboratory and at the end of the 7-day period. The primary outcome for this study was posture measured by verticality of inertial measurement units (IMUs) at the neck, trunk and low back, which was done with and without the UpRight device. Secondary outcomes included clinical measures of posture, subjective feedback on the device, computerized attention measures, gait and balance.Results: Neck postural alignment in PD was significantly improved (reduced neck flexion) with the UpRight during sitting and standing in both clinical measures (p = 0.005) and IMU outcomes (p = 0.046), but trunk and low back posture did not change. There was no change in postural alignment during walking with the UpRight. Postural alignment response was related to attentional capabilities. Many subjects (68 %) reported that they felt a benefit from the UpRight and most participants reported that the device was acceptable (Lab use; 72 %, Home use; 75 %).Conclusion: The UpRight Go feedback device may improve neck/upper-back posture in PD during sitting and standing, but not during walking. Postural alignment response to the device may depend on attentional mechanisms. [ABSTRACT FROM AUTHOR]- Published
- 2021
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40. Changes in prefrontal cortical activity and turning in response to dopaminergic and cholinergic therapy in Parkinson's disease: A randomized cross-over trial.
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Vitorio, Rodrigo, Stuart, Samuel, Giritharan, Andrew, Quinn, Joseph, Nutt, John G., and Mancini, Martina
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- *
PARKINSON'S disease , *CROSSOVER trials , *NEAR infrared spectroscopy , *PREFRONTAL cortex , *DOPA - Abstract
Introduction: Cholinergic dysfunction contributes to mobility deficits in Parkinson's disease (PD). People with PD rely on limited prefrontal executive-attentional resources for the control of locomotion, including turning. Cortical and behavioral responses to cholinergic augmentation during turning remains unclear. We examined prefrontal cortex (PFC) activity while turning-in-place and spatiotemporal measures of turns in response to usual dopaminergic medication and adjunct cholinergic augmentation.Methods: This study consisted of a single-site, randomized, double-blind crossover trial. Twenty PD participants were assessed in the levodopa-off state and then randomized to either levodopa + donepezil (5 mg) or levodopa + placebo treatments for two weeks followed by a 2-week washout before crossover. The primary outcome was change from off state in PFC activity while turning-in-place (assessed with functional near-infrared spectroscopy). Secondary outcomes were changes in spatiotemporal turning measures (assessed with body-worn inertial measurement units) and accuracy in the secondary task.Results: Nineteen participants completed the trial. While levodopa + placebo had no effect on PFC activity when turning-in-place with a dual-task, levodopa + donepezil led to a large reduction in PFC activity (effect size, -0.82). Spatiotemporal measures of turning improved with both treatments, with slightly greater effect sizes observed for levodopa + donepezil. Additionally, the accuracy in the concurrent cognitive task improved only with levodopa + donepezil (effect size, 0.63).Conclusion: The addition of cholinergic therapy with donepezil (5 mg/day for 2 weeks) to standard dopaminergic therapy reduced the burden on prefrontal executive-attentional resources while turning with a dual-task and improved secondary task accuracy and turning. [ABSTRACT FROM AUTHOR]- Published
- 2021
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41. Gait Performance in People with Symptomatic, Chronic Mild Traumatic Brain Injury.
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Martini, Douglas N., Parrington, Lucy, Stuart, Samuel, Fino, Peter C., and King, Laurie A.
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- 2021
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42. Executive Control of Walking in People With Parkinson's Disease With Freezing of Gait.
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Vitorio, Rodrigo, Stuart, Samuel, and Mancini, Martina
- Published
- 2020
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43. Prefrontal Cortex Activity and Gait in Parkinson's Disease With Cholinergic and Dopaminergic Therapy.
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Stuart, Samuel, Morris, Rosie, Giritharan, Andrew, Quinn, Joseph, Nutt, John G., and Mancini, Martina
- Abstract
Degradation of striatal dopamine in Parkinson's disease (PD) may initially be supplemented by increased cognitive control mediated by cholinergic mechanisms. Shift to cognitive control of walking can be quantified by prefrontal cortex activation. Levodopa improves certain aspects of gait and worsens others, and cholinergic augmentation influence on gait and prefrontal cortex activity remains unclear. This study examined dopaminergic and cholinergic influence on gait and prefrontal cortex activity while walking in PD. A single‐site, randomized, double‐blind crossover trial examined effects of levodopa and donepezil in PD. Twenty PD participants were randomized, and 19 completed the trial. Participants were randomized to either levodopa + donepezil (5 mg) or levodopa + placebo treatments, with 2 weeks with treatment and a 2‐week washout. The primary outcome was change in prefrontal cortex activity while walking, and secondary outcomes were change in gait and dual‐task performance and attention. Levodopa decreased prefrontal cortex activity compared with off medication (effect size, −0.51), whereas the addition of donepezil reversed this decrease. Gait speed and stride length under single‐ and dual‐task conditions improved with combined donepezil and levodopa compared with off medication (effect size, 1 for gait speed and 0.75 for stride length). Dual‐task reaction time was quicker with levodopa compared with off medication (effect size, −0.87), and accuracy improved with combined donepezil and levodopa (effect size, 0.47). Cholinergic therapy, specifically donepezil 5 mg/day for 2 weeks, can alter prefrontal cortex activity when walking and improve secondary cognitive task accuracy and gait in PD. Further studies will investigate whether higher prefrontal cortex activity while walking is associated with gait changes. © 2020 International Parkinson and Movement Disorder Society [ABSTRACT FROM AUTHOR]
- Published
- 2020
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44. Acupuncture for whiplash-associated disorder following road traffic collision: a physiotherapy service evaluation.
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Stuart, Samuel, Armstrong, Michael, Sewell, Jennifer, Dixon, Cheryl, and Morris, Rosie
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ACUPUNCTURE ,ACUPUNCTURE points ,MEDICAL records ,MEDICAL rehabilitation ,MYOFASCIAL pain syndromes ,PATIENTS ,PHYSICAL therapy ,QUESTIONNAIRES ,SELF-evaluation ,T-test (Statistics) ,TRAFFIC accidents ,WHIPLASH injuries ,VISUAL analog scale ,RETROSPECTIVE studies ,DATA analysis software ,DESCRIPTIVE statistics ,ACQUISITION of data methodology - Abstract
Background: Whiplash-associated disorder (WAD) is a common musculoskeletal condition that frequently occurs following a road traffic collision. Physiotherapy is often prescribed to help with the symptoms and injuries. Research evidence has demonstrated that acupuncture may be beneficial, but no studies have examined the routine clinical use of acupuncture by physiotherapists for treatment of WAD. Therefore, a physiotherapy service evaluation was conducted to examine the effects of acupuncture on WAD following a road traffic collision. Methods: This study involved 87 patients who attended a private physiotherapy practice following a road traffic collision after referral by their solicitor as part of a personal injury claim. Patients were included if they had been diagnosed with WAD (grades I–III) and received acupuncture as part of their treatment. An average of three sessions of acupuncture were received, which primarily involved needling of traditional acupuncture points and/or myofascial trigger points of the neck and upper/lower back. Results: Pain significantly reduced (p < 0.001). Musculoskeletal outcome measures including neck disability index, Oswestry low back pain scale and Quick disabilities of the arm, shoulder and hand (Quick-DASH) scale also significantly improved (all p < 0.001). Adverse events were minor. The majority of the patients (n = 66) were able to return to full-work duties following treatment. Conclusion: Acupuncture appears to be an effective clinical treatment for WAD following a road traffic collision and should be considered by physiotherapists working with such patient groups. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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45. The Sensor Technology and Rehabilitative Timing (START) Protocol: A Randomized Controlled Trial for the Rehabilitation of Mild Traumatic Brain Injury.
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Parrington, Lucy, Jehu, Deborah A, Fino, Peter C, Stuart, Samuel, Wilhelm, Jennifer, Pettigrew, Natalie, Murchison, Charles F, El-Gohary, Mahmoud, VanDerwalker, Jess, Pearson, Sean, Hullar, Timothy, Chesnutt, James C, Peterka, Robert J, Horak, Fay B, and King, Laurie A
- Subjects
EXERCISE therapy ,HOME care services ,QUALITY assurance ,REHABILITATION ,WEARABLE technology ,RANDOMIZED controlled trials ,TREATMENT effectiveness ,SEVERITY of illness index ,REHABILITATION for brain injury patients ,EARLY medical intervention - Abstract
Background Clinical practice for rehabilitation after mild traumatic brain injury (mTBI) is variable, and guidance on when to initiate physical therapy is lacking. Wearable sensor technology may aid clinical assessment, performance monitoring, and exercise adherence, potentially improving rehabilitation outcomes during unsupervised home exercise programs. Objective The objectives of this study were to: (1) determine whether initiating rehabilitation earlier than typical will improve outcomes after mTBI, and (2) examine whether using wearable sensors during a home-exercise program will improve outcomes in participants with mTBI. Design This was a randomized controlled trial. Setting This study will take place within an academic hospital setting at Oregon Health & Science University and Veterans Affairs Portland Health Care System, and in the home environment. Participants This study will include 160 individuals with mTBI. Intervention The early intervention group (n = 80) will receive one-on-one physical therapy 8 times over 6 weeks and complete daily home exercises. The standard care group (n = 80) will complete the same intervention after a 6- to 8-week wait period. One-half of each group will receive wearable sensors for therapist monitoring of patient adherence and quality of movements during their home exercise program. Measurements The primary outcome measure will be the Dizziness Handicap Inventory score. Secondary outcome measures will include symptomatology, static and dynamic postural control, central sensorimotor integration posturography, and vestibular-ocular-motor function. Limitations Potential limitations include variable onset of care, a wide range of ages, possible low adherence and/or withdrawal from the study in the standard of care group, and low Dizziness Handicap Inventory scores effecting ceiling for change after rehabilitation. Conclusions If initiating rehabilitation earlier improves primary and secondary outcomes post-mTBI, this could help shape current clinical care guidelines for rehabilitation. Additionally, using wearable sensors to monitor performance and adherence may improve home exercise outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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46. Analysis of Free-Living Mobility in People with Mild Traumatic Brain Injury and Healthy Controls: Quality over Quantity.
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Stuart, Samuel, Parrington, Lucy, Martini, Douglas N., Kreter, Nicholas, Chesnutt, James C., Fino, Peter C., and King, Laurie A.
- Subjects
- *
BRAIN injuries , *QUALITY control , *UNITS of measurement , *PHYSICAL activity - Abstract
Balance and mobility issues are common non-resolving symptoms following mild traumatic brain injury (mTBI). Current approaches for evaluating balance and mobility following an mTBI can be subjective and suboptimal as they may not be sensitive to subtle deficits, particularly in those with chronic mTBI. Wearable inertial measurement units (IMU) allow objective quantification of continuous mobility outcomes in natural free-living environments. This study aimed to explore free-living mobility (physical activity and turning) of healthy and chronic mild traumatic brain injury (mTBI) participants using a single IMU. Free-living mobility was examined in 23 healthy control (48.56 ± 23.07 years) and 29 symptomatic mTBI (40.2 ± 12.1 years) participants (average 419 days post-injury, persistent balance complaints) over 1 week, using a single IMU placed at the waist. Free-living mobility was characterized in terms of macro (physical activity volume, pattern and variability) and micro-level (discrete measures of turning) features. Macro-level outcomes showed those with chronic mTBI had similar quantities of mobility compared with controls. Micro-level outcomes within walking bouts showed that chronic mTBI participants had impaired quality of mobility. Specifically, people with chronic mTBI made larger turns, had longer turning durations, slower average and peak velocities (all p < 0.001), and greater turn variability compared with controls. Results highlighted that the quality rather than quantity of mobility differentiated chronic mTBI from controls. Our findings support the use of free-living IMU continuous monitoring to enhance understanding of specific chronic mTBI-related mobility deficits. Future work is required to develop an optimal battery of free-living measures across the mTBI spectrum to aid application within clinical practice. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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47. Pro-Saccades Predict Cognitive Decline in Parkinson's Disease: ICICLE-PD.
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Stuart, Samuel, Lawson, Rachael A., Yarnall, Alison J., Nell, Jeremy, Alcock, Lisa, Duncan, Gordon W., Khoo, Tien K., Barker, Roger A., Rochester, Lynn, Burn, David J., and ICICLE-PD study group
- Abstract
Background: Cumulative dementia incidence in Parkinson's disease (PD) is significant, with major personal and socioeconomic impacts on individuals with PD and their carers. Early identification of dementia risk is vital to ensuring optimal intervention. Saccadic deficits often distinguish neurodegenerative disorders and cognitive impairment, but their ability to predict cognitive decline in PD has yet to be determined. The aims of this study were to (1) evaluate baseline (6.4 ± 6.1 months since PD diagnosis) differences in pro-saccadic metrics between those with early PD and healthy age-matched adults; and (2) assess the ability of baseline pro-saccades to predict subsequent cognitive decline over 4.5 years.Methods: One hundred and forty-one PD and 90 age-matched participants recruited at diagnosis underwent saccadometric assessment of pro-saccades at baseline and had cognition assessed at baseline, 18, 36, and 54 months. Pro-saccadic characteristics included latency, duration, amplitude, peak, and average velocity. Cognitive assessment included executive function, attention, fluctuating attention, and memory. Linear mixed-effects models examined pro-saccadic metrics as predictors of cognitive decline over 54 months.Results: Pro-saccades were significantly impaired at baseline in PD compared with controls. Pro-saccadic characteristics of latency, duration, peak, and average velocity predicted decline in global cognition, executive function, attention, and memory over 54 months in PD. In addition, only reduction in global cognition and attention were predicted by pro-saccadic metrics in age-matched adults, indicating that PD findings were not purely age related.Conclusions: Saccadic characteristics are impaired in early PD and are predictive of cognitive decline in several domains. Assessment of saccades may provide a useful non-invasive biomarker for long-term PD cognitive decline in early disease. © 2019 International Parkinson and Movement Disorder Society. [ABSTRACT FROM AUTHOR]- Published
- 2019
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48. The Association between Prefrontal Cortex Activity and Turning Behavior in People with and without Freezing of Gait.
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Belluscio, Valeria, Stuart, Samuel, Bergamini, Elena, Vannozzi, Giuseppe, and Mancini, Martina
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PREFRONTAL cortex , *NEAR infrared spectroscopy , *PARKINSON'S disease , *IMPULSE control disorders - Abstract
Turning elicits Freezing of Gait (FoG) episodes in people with Parkinson's disease (PD) and is thought to require higher cortical control compared to straight ahead gait. Functional near infrared spectroscopy (fNIRS) has been used to examine prefrontal cortex (PFC) activity while walking, but the relationship between PFC activity and turn performance remains unclear. The aim of this pilot study was to examine PFC activity during turning in PD and healthy controls, and to investigate the association between PFC activity and turning. Thirty-two subjects, 15 freezers (PD + FoG) and 17 non-freezers (PD − FoG), and 8 controls were asked to perform a 2-min turning-in-place test under single-task (ST) and dual-task (DT) conditions. Each participant wore an fNIRS system to measure changes in oxyhemoglobin, as measure of PFC activity, and inertial sensors to quantify turning. Our results show a significant group (p =.050), task (p =.039), and interaction (p =.047) for the PFC activity during turning. Specifically, PD + FoG show higher PFC during turning compared to the other groups; PFC activity during DT is overall different compared to ST with an opposite trend in PD + FoG compared to controls and PD − FoG. In addition, higher PFC is associated with worse FoG in PD + FoG (r = 0.57, p =.048) and with lower number of turns in PD − FoG (r = − 0.70, p =.002). The increased PFC activity in PD and the association between higher PFC activity and poorer turning performance may be a sign of poor movement automaticity in PD. Although further investigations are required, these pilot findings may guide development of personalized treatments to improve motor automaticity in PD. • Turning tends to require larger pre-frontal cortex activation in PD compared to controls. • Higher pre-frontal cortex activity during turning is related to more severe FoG. • Worse visuo-spatial ability is related to higher pre-frontal cortex activity during turning. • Wearable sensors-based characteristics of turning differ between people with PD and controls. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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49. Pre-frontal Cortical Activity During Walking and Turning Is Reliable and Differentiates Across Young, Older Adults and People With Parkinson's Disease.
- Author
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Stuart, Samuel, Belluscio, Valeria, Quinn, Joseph F., and Mancini, Martina
- Subjects
NEURODEGENERATION ,PARKINSON'S disease ,PREFRONTAL cortex ,WALKING ,INFRARED spectroscopy - Abstract
Introduction: Mobility declines with age and further with neurodegenerative disorders, such as Parkinson's disease (PD). Walking and turning ability, in particular, are vital aspects of mobility that deteriorate with age and are further impaired in PD. Such deficits have been linked with reduction in automatic control of movement and the need for compensatory cognitive cortical control via the pre-frontal cortex (PFC), however the underlying neural mechanisms remain unclear. Establishing and using a robust methodology to examine PFC activity during continuous walking and turning via mobile functional near infra-red spectroscopy (fNIRS) may aid in the understanding of mobility deficits and help with development of appropriate therapeutics. This study aimed to: (1) examine test re-test reliability of PFC activity during continuous turning and walking via fNIRS measurement; and (2) compare PFC activity during continuous turning and walking in young, old and Parkinson's subjects. Methods: Twenty-five young (32.3 ± 7.5 years), nineteen older (65.4 ± 7.0 years), and twenty-four PD (69.3 ± 4.1 years) participants performed continuous walking and 360° turning-in-place tasks, each lasting 2 min. Young participants repeated the tasks a second time to allow fNIRS measurement reliability assessment. The primary outcome was PFC activity, assessed via measuring changes in oxygenated hemoglobin (HbO
2 ) concentrations. Results: PFC activity during continuous walking and turning was moderately reproducible (Intra-class correlation coefficient = 0.67). The PD group had higher PFC activation than young and older adults during walking and turning, with significant group differences for bilateral PFC activation (p = 0.025), left PFC activation (p = 0.012), and the early period (first 40 s) of walking (p = 0.007), with greater activation required in PD. Interestingly, older adults had similar PFC activation to young adults across conditions, however older adults required greater activation than young adults during continuous turning, specifically the early period of the turning task (Cohens d = 0.86). Conclusions: PFC activity can be measured during continuous walking and turning tasks with acceptable reliability, and can differentiate young, older and PD groups. PFC activation was significantly greater in PD compared to young and older adults during walking, particularly when beginning to walk. [ABSTRACT FROM AUTHOR]- Published
- 2019
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50. Reduced Gait Variability and Enhanced Brain Activity in Older Adults With Auditory Cues: A Functional Near-Infrared Spectroscopy Study.
- Author
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Vitorio, Rodrigo, Stuart, Samuel, Gobbi, Lilian T. B., Rochester, Lynn, Alcock, Lisa, and Pantall, Annette
- Published
- 2018
- Full Text
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