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Roytman S, Paalanen R, Carli G, Marusic U, Kanel P, van Laar T, Bohnen NI. Multisensory mechanisms of gait and balance in Parkinson's disease: an integrative review. Neural Regen Res 2025; 20:82-92. [PMID: 38767478 PMCID: PMC11246153 DOI: 10.4103/nrr.nrr-d-23-01484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Accepted: 01/18/2024] [Indexed: 05/22/2024] Open
Abstract
Understanding the neural underpinning of human gait and balance is one of the most pertinent challenges for 21st-century translational neuroscience due to the profound impact that falls and mobility disturbances have on our aging population. Posture and gait control does not happen automatically, as previously believed, but rather requires continuous involvement of central nervous mechanisms. To effectively exert control over the body, the brain must integrate multiple streams of sensory information, including visual, vestibular, and somatosensory signals. The mechanisms which underpin the integration of these multisensory signals are the principal topic of the present work. Existing multisensory integration theories focus on how failure of cognitive processes thought to be involved in multisensory integration leads to falls in older adults. Insufficient emphasis, however, has been placed on specific contributions of individual sensory modalities to multisensory integration processes and cross-modal interactions that occur between the sensory modalities in relation to gait and balance. In the present work, we review the contributions of somatosensory, visual, and vestibular modalities, along with their multisensory intersections to gait and balance in older adults and patients with Parkinson's disease. We also review evidence of vestibular contributions to multisensory temporal binding windows, previously shown to be highly pertinent to fall risk in older adults. Lastly, we relate multisensory vestibular mechanisms to potential neural substrates, both at the level of neurobiology (concerning positron emission tomography imaging) and at the level of electrophysiology (concerning electroencephalography). We hope that this integrative review, drawing influence across multiple subdisciplines of neuroscience, paves the way for novel research directions and therapeutic neuromodulatory approaches, to improve the lives of older adults and patients with neurodegenerative diseases.
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Affiliation(s)
- Stiven Roytman
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Rebecca Paalanen
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
| | - Giulia Carli
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
- Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA
| | - Uros Marusic
- Institute for Kinesiology Research, Science and Research Centre Koper, Koper, Slovenia
- Department of Health Sciences, Alma Mater Europaea - ECM, Maribor, Slovenia
| | - Prabesh Kanel
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
- Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA
- Parkinson's Foundation Research Center of Excellence, University of Michigan, Ann Arbor, MI, USA
| | - Teus van Laar
- Department of Neurology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Nico I Bohnen
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
- Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA
- Parkinson's Foundation Research Center of Excellence, University of Michigan, Ann Arbor, MI, USA
- Neurology Service and GRECC, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
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2
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Fransson PA, Nilsson MH, Rehncrona S, Tjernström F, Magnusson M, Johansson R, Patel M. Deep brain stimulation in the subthalamic nuclei alters postural alignment and adaptation in Parkinson's disease. PLoS One 2021; 16:e0259862. [PMID: 34905546 PMCID: PMC8670690 DOI: 10.1371/journal.pone.0259862] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 10/27/2021] [Indexed: 12/02/2022] Open
Abstract
Parkinson’s disease (PD) can produce postural abnormalities of the standing body position such as kyphosis. We investigated the effects of PD, deep brain stimulation (DBS) in the subthalamic nucleus (STN), vision and adaptation on body position in a well-defined group of patients with PD in quiet standing and during balance perturbations. Ten patients with PD and 25 young and 17 old control participants were recruited. Body position was measured with 3D motion tracking of the ankle, knee, hip, shoulder and head. By taking the ankle as reference, we mapped the position of the joints during quiet standing and balance perturbations through repeated calf muscle vibration. We did this to explore the effect of PD, DBS in the STN, and vision on the motor learning process of adaptation in response to the repeated stimulus. We found that patients with PD adopt a different body position with DBS ON vs. DBS OFF, to young and old controls, and with eyes open vs. eyes closed. There was an altered body position in PD with greater flexion of the head, shoulder and knee (p≤0.042) and a posterior position of the hip with DBS OFF (p≤0.014). With DBS ON, body position was brought more in line with the position taken by control participants but there was still evidence of greater flexion at the head, shoulder and knee. The amplitude of movement during the vibration period decreased in controls at all measured sites with eyes open and closed (except at the head in old controls with eyes open) showing adaptation which contrasted the weaker adaptive responses in patients with PD. Our findings suggest that alterations of posture and greater forward leaning with repeated calf vibration, are independent from reduced movement amplitude changes. DBS in the STN can significantly improve body position in PD although the effects are not completely reversed. Patients with PD maintain adaptive capabilities by leaning further forward and reducing movement amplitude despite their kyphotic posture.
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Affiliation(s)
| | - Maria H. Nilsson
- Department of Health Sciences, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
- Clinical Memory Research Unit, Faculty of Medicine, Lund University, Lund, Sweden
| | - Stig Rehncrona
- Department of Neurosurgery, Lund University, Lund, Sweden
| | | | - Måns Magnusson
- Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Rolf Johansson
- Department of Automatic Control, Lund University, Lund, Sweden
| | - Mitesh Patel
- School of Medicine & Clinical Practice, Faculty of Science, University of Wolverhampton, Wolverhampton, United Kingdom
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3
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Hawkins KE, Paul SS, Chiarovano E, Curthoys IS. Using virtual reality to assess vestibulo-visual interaction in people with Parkinson's disease compared to healthy controls. Exp Brain Res 2021; 239:3553-3564. [PMID: 34562106 DOI: 10.1007/s00221-021-06219-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 09/06/2021] [Indexed: 01/13/2023]
Abstract
People with Parkinson's disease (PD) have increased visual dependency for balance and suspected vestibular dysfunction. Immersive virtual reality (VR) allows graded manipulation of visual sensory inputs during balance tasks, and hence VR coupled with portable force platforms have emerged as feasible, affordable, and validated tools for assessing sensory-motor integration of balance. This study aims to determine (i) how people with PD perform on a VR-based visual perturbation standing balance task compared to healthy controls (HC), and (ii) whether balance performance is influenced by vestibular function, when other known factors are controlled for. This prospective observational study compared the balance performance under varying sensory conditions in 40 people with mild to moderate PD with 40 age-matched HC. Vestibular function was assessed via Head Impulse Test (HIMP), cervical and ocular vestibular evoked myogenic potentials (cVEMPs and oVEMPs) and subjective visual vertical (SVV). Regression analyses were used to determine associations between VR balance performance on firm and foam surfaces with age, group, vestibular function, and lower limb proprioception. PD failed at significantly lower levels of visual perturbation than HC on both surfaces. In PD, greater disease severity was significantly associated with lower fall thresholds on both surfaces. Multiple PD participants failed prior to visual perturbation on foam. On firm, PD had a greater visual dependency. Increasing age, impaired proprioception, impaired SVV, abnormal HIMP and cVEMP scores were associated with worse balance performance. The multivariate model containing these factors explained 29% of the variability in balance performance on both surfaces. Quantitative VR-based balance assessment is safe and feasible in PD. Balance performance on both surfaces was associated with age, HIMP abnormality and proprioception.
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Affiliation(s)
- Kim E Hawkins
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia.
| | - Serene S Paul
- Discipline of Physiotherapy, Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Elodie Chiarovano
- Sydney Human Factors Research, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
| | - Ian S Curthoys
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
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4
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Benady A, Zadik S, Zeilig G, Gilaie-Dotan S, Plotnik M. Gait Speed Modulations Are Proportional to Grades of Virtual Visual Slopes-A Virtual Reality Study. Front Neurol 2021; 12:615242. [PMID: 34512493 PMCID: PMC8425350 DOI: 10.3389/fneur.2021.615242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 07/14/2021] [Indexed: 11/17/2022] Open
Abstract
Gait is a complex mechanism relying on integration of several sensory inputs such as vestibular, proprioceptive, and visual cues to maintain stability while walking. Often humans adapt their gait to changes in surface inclinations, and this is typically achieved by modulating walking speed according to the inclination in order to counteract the gravitational forces, either uphill (exertion effect) or downhill (braking effect). The contribution of vision to these speed modulations is not fully understood. Here we assessed gait speed effects by parametrically manipulating the discrepancy between virtual visual inclination and the actual surface inclination (aka visual incongruence). Fifteen healthy participants walked in a large-scale virtual reality (VR) system on a self-paced treadmill synchronized with projected visual scenes. During walking they were randomly exposed to varying degrees of physical-visual incongruence inclinations (e.g., treadmill leveled & visual scene uphill) in a wide range of inclinations (−15° to +15°). We observed an approximately linear relation between the relative change in gait speed and the anticipated gravitational forces associated with the virtual inclinations. Mean relative gait speed increase of ~7%, ~11%, and ~17% were measured for virtual inclinations of +5°, +10°, and +15°, respectively (anticipated decelerating forces were proportional to sin[5°], sin[10°], sin[15°]). The same pattern was seen for downhill virtual inclinations with relative gait speed modulations of ~-10%, ~-16%, and ~-24% for inclinations of −5°, −10°, and −15°, respectively (in anticipation of accelerating forces). Furthermore, we observed that the magnitude of speed modulation following virtual inclination at ±10° was associated with subjective visual verticality misperception. In conclusion, visual cues modulate gait speed when surface inclinations change proportional to the anticipated effect of the gravitational force associated the inclinations. Our results emphasize the contribution of vision to locomotion in a dynamic environment and may enhance personalized rehabilitation strategies for gait speed modulations in neurological patients with gait impairments.
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Affiliation(s)
- Amit Benady
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel.,School of Optometry and Vision Science, Bar Ilan University, Ramat Gan, Israel.,The Gonda Multidisciplinary Brain Research Center, Bar Ilan University, Ramat Gan, Israel
| | - Sean Zadik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
| | - Gabriel Zeilig
- Department of Neurological Rehabilitation, Sheba Medical Center, Ramat Gan, Israel.,Department of Physical and Rehabilitation Medicine, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,School of Health Professions, Ono Academic College, Kiryat Ono, Israel
| | - Sharon Gilaie-Dotan
- School of Optometry and Vision Science, Bar Ilan University, Ramat Gan, Israel.,The Gonda Multidisciplinary Brain Research Center, Bar Ilan University, Ramat Gan, Israel.,UCL Institute of Cognitive Neuroscience, London, United Kingdom
| | - Meir Plotnik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel.,Department of Physiology and Pharmacology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,The Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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Piscicelli C, Castrioto A, Jaeger M, Fraix V, Chabardes S, Moro E, Krack P, Debû B, Pérennou D. Contribution of Basal Ganglia to the Sense of Upright: A Double-Blind Within-Person Randomized Trial of Subthalamic Stimulation in Parkinson's Disease with Pisa Syndrome. JOURNAL OF PARKINSONS DISEASE 2021; 11:1393-1408. [PMID: 33896847 DOI: 10.3233/jpd-202388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Verticality perception is frequently altered in Parkinson's disease (PD) with Pisa syndrome (PS). Is it the cause or the consequence of the PS? OBJECTIVE We tested the hypothesis that both scenarios coexist. METHODS We performed a double-blind within-person randomized trial (NCT02704910) in 18 individuals (median age 63.5 years) with PD evolving for a median of 17.5 years and PS for 2.5 years and treated with bilateral stimulation of the subthalamus nuclei (STN-DBS) for 6.5 years. We analyzed whether head and trunk orientations were congruent with the visual (VV) and postural (PV) vertical, and whether switching on one or both sides of the STN-DBS could modulate trunk orientation via verticality representation. RESULTS The tilted verticality perception could explain the PS in 6/18 (33%) patients, overall in three right-handers (17%) who showed net and congruent leftward trunk and PV tilts. Two of the 18 (11%) had an outstanding clinical picture associating leftward: predominant parkinsonian symptoms, whole-body tilt (head -11°, trunk -8°) and transmodal tilt in verticality perception (PV -10°, VV -8.9°). Trunk orientation or VV were not modulated by STN-DBS, whereas PV tilts were attenuated by unilateral or bilateral stimulations if it was applied on the opposite STN. CONCLUSION In most cases of PS, verticality perception is altered by the body deformity. In some cases, PS seems secondary to a biased internal model of verticality, and DBS on the side of the most denervated STN attenuated PV tilts with a quasi-immediate effect. This is an interesting track for further clinical studies.
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Affiliation(s)
- Céline Piscicelli
- Department of NeuroRehabilitation, Grenoble-Alpes University Hospital, Grenoble, France.,Lab Cognitive Neurosciences CNRS-UMR5105 (LPNC), University Grenoble-Alpes, Grenoble, France
| | - Anna Castrioto
- Grenoble Institute Neurosciences (GIN), Grenoble-Alpes University Hospital, University Grenoble-Alpes, Inserm, U1216, Grenoble, France
| | - Marie Jaeger
- Department of NeuroRehabilitation, Grenoble-Alpes University Hospital, Grenoble, France
| | - Valerie Fraix
- Grenoble Institute Neurosciences (GIN), Grenoble-Alpes University Hospital, University Grenoble-Alpes, Inserm, U1216, Grenoble, France
| | - Stephan Chabardes
- Department of Neurosurgery, Grenoble-Alpes University Hospital, Grenoble, France
| | - Elena Moro
- Grenoble Institute Neurosciences (GIN), Grenoble-Alpes University Hospital, University Grenoble-Alpes, Inserm, U1216, Grenoble, France
| | - Paul Krack
- Movement Disorders Center, Department of Neurology, University Hospital (Inselspital) and University of Bern, Bern, Switzerland
| | - Bettina Debû
- Grenoble Institute Neurosciences (GIN), Grenoble-Alpes University Hospital, University Grenoble-Alpes, Inserm, U1216, Grenoble, France
| | - Dominic Pérennou
- Department of NeuroRehabilitation, Grenoble-Alpes University Hospital, Grenoble, France.,Lab Cognitive Neurosciences CNRS-UMR5105 (LPNC), University Grenoble-Alpes, Grenoble, France
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6
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Arroyo-Ferrer A, Andreo J, Periáñez JA, Ríos-Lago M, Lubrini G, Herreros-Rodríguez J, García-Caldentey J, Romero JP. Computerized Simple Reaction Time and Balance in Nondemented Parkinson's Patients. NEURODEGENER DIS 2021; 20:193-199. [PMID: 34274926 DOI: 10.1159/000517437] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 05/23/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Parkinson's disease (PD) patients are known to suffer from subtle cognitive and balance deficits from the early stages although they usually manifest in advanced stages. Postural instability (PI) has been correlated with slower information processing speed. Simple reaction time (SRT) tasks can be used to measure the speed of information processing. The main objective of this study was to examine the usefulness of SRT as a valid predictor of balance in PD, thus providing a simple and complementary assessment method. METHODS This cross-sectional study included 52 PD patients without dementia who were evaluated for balance using the pull test (PT) maneuver and Biodex® limits of stability (LOS). In addition, a reaction time task was used to measure processing speed. Correlation and linear regression analyses were performed. RESULTS The performance of SRT tasks was correlated with the evaluation of LOS% and PT, suggesting that the SRT may be a predictor of balance performance. Longer reaction time and poorer postural stability were also associated with disease duration but not with age. CONCLUSIONS Poor performance in a simple reaction task can predict altered PI and can complement staging and evaluation in PD patients.
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Affiliation(s)
- Aida Arroyo-Ferrer
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Madrid, Spain
| | - Jorge Andreo
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Madrid, Spain
| | - José A Periáñez
- Department of Experimental Psychology, Universidad Complutense de Madrid, Madrid, Spain
| | - Marcos Ríos-Lago
- Basic Psychology II Department, UNED, Madrid, Spain.,Brain Damage Unit, Hospital Beata María Ana, Madrid, Spain
| | - Genny Lubrini
- Department of Experimental Psychology, Universidad Complutense de Madrid, Madrid, Spain
| | | | | | - Juan Pablo Romero
- Facultad de Ciencias Experimentales, Universidad Francisco de Vitoria, Madrid, Spain.,Brain Damage Unit, Hospital Beata María Ana, Madrid, Spain
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7
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Kerbrat A, Schouman T, Decressain D, Rouch P, Attali V. Interaction between posture and maxillomandibular deformity: a systematic review. Int J Oral Maxillofac Surg 2021; 51:104-112. [PMID: 34120792 DOI: 10.1016/j.ijom.2021.05.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/05/2021] [Accepted: 05/07/2021] [Indexed: 11/24/2022]
Abstract
Maxillomandibular deformity (MMD) and body posture appear to be correlated. However, no systematic literature review of the available evidence to support this correlation has been performed to date. The aim of this study was to conduct a systematic literature review on posture and MMD. This systematic literature review was registered in the PROSPERO database. Systematic searches of the MEDLINE, Scopus, Cochrane Library, and Web of Science databases were performed. In total, 13 clinical studies were included. Nine found a significant association between MMD and body posture or body balance: two studies showed a correlation between increased cervical lordosis and skeletal class III MMD, two studies showed an interaction between mandibular deviation and scoliosis, four studies demonstrated a significant association between lumbar column and pelvis anatomy and MMD, and one study found a correlation between displacement of the centre of mass and MMD. However, the level of evidence is low; the methods used to evaluate body posture and MMD were inconsistent. Orthognathic surgery could modify body posture. Although there seems to be an interaction between body posture and facial deformity, the number of studies is too small and the level of evidence too low to strongly support this association.
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Affiliation(s)
- A Kerbrat
- Service de Chirurgie Maxillo-Faciale, Sorbonne Université, APHP, Hôpital Pitié-Salpêtrière, Paris, France; Arts et Métiers Sciences et Technologies, Institut de Biomécanique Humaine Georges Charpak, Paris, France.
| | - T Schouman
- Service de Chirurgie Maxillo-Faciale, Sorbonne Université, APHP, Hôpital Pitié-Salpêtrière, Paris, France; Arts et Métiers Sciences et Technologies, Institut de Biomécanique Humaine Georges Charpak, Paris, France
| | - D Decressain
- Service de Chirurgie Maxillo-Faciale, Sorbonne Université, APHP, Hôpital Pitié-Salpêtrière, Paris, France
| | - P Rouch
- Arts et Métiers Sciences et Technologies, Institut de Biomécanique Humaine Georges Charpak, Paris, France
| | - V Attali
- Arts et Métiers Sciences et Technologies, Institut de Biomécanique Humaine Georges Charpak, Paris, France; Groupe Hospitalier Universitaire APHP - Sorbonne Université, site Pitié-Salpêtrière, Service des Pathologies du Sommeil (Département R3S), Paris, France; Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, Paris, France
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8
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Benady A, Zadik S, Ben-Gal O, Cano Porras D, Wenkert A, Gilaie-Dotan S, Plotnik M. Vision Affects Gait Speed but not Patterns of Muscle Activation During Inclined Walking-A Virtual Reality Study. Front Bioeng Biotechnol 2021; 9:632594. [PMID: 33898402 PMCID: PMC8062981 DOI: 10.3389/fbioe.2021.632594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/04/2021] [Indexed: 12/22/2022] Open
Abstract
While walking, our locomotion is affected by and adapts to the environment based on vision- and body-based (vestibular and proprioception) cues. When transitioning to downhill walking, we modulate gait by braking to avoid uncontrolled acceleration, and when transitioning to uphill walking, we exert effort to avoid deceleration. In this study, we aimed to measure the influence of visual inputs on this behavior and on muscle activation. Specifically, we aimed to explore whether the gait speed modulations triggered by mere visual cues after transitioning to virtually inclined surface walking are accompanied by changes in muscle activation patterns typical to those triggered by veridical (gravitational) surface inclination transitions. We used an immersive virtual reality system equipped with a self-paced treadmill and projected visual scenes that allowed us to modulate physical-visual inclination congruence parametrically. Gait speed and leg muscle electromyography were measured in 12 healthy young adults. In addition, the magnitude of subjective visual verticality misperception (SVV) was measured by the rod and frame test. During virtual (non-veridical) inclination transitions, vision modulated gait speed by (i) slowing down to counteract the excepted gravitational "boost" in virtual downhill inclinations and (ii) speeding up to counteract the expected gravity resistance in virtual uphill inclinations. These gait speed modulations were reflected in muscle activation intensity changes and associated with SVV misperception. However, temporal patterns of muscle activation were not affected by virtual (visual) inclination transitions. Our results delineate the contribution of vision to locomotion and may lead to enhanced rehabilitation strategies for neurological disorders affecting movement.
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Affiliation(s)
- Amit Benady
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- St George’s University of London Medical School, Sheba Medical Center, Ramat Gan, Israel
- School of Optometry and Vision Science, Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
| | - Sean Zadik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- St George’s University of London Medical School, Sheba Medical Center, Ramat Gan, Israel
| | - Oran Ben-Gal
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
| | - Desiderio Cano Porras
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- Brightlands Institute for Smart Society (BISS), Maastricht University, Maastricht, Netherlands
| | - Atalia Wenkert
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
| | - Sharon Gilaie-Dotan
- School of Optometry and Vision Science, Faculty of Life Sciences, Bar-Ilan University, Ramat Gan, Israel
- UCL Institute of Cognitive Neuroscience, London, United Kingdom
- The Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
| | - Meir Plotnik
- Center of Advanced Technologies in Rehabilitation, Sheba Medical Center, Ramat Gan, Israel
- Department of Physiology and Pharmacology, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
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Abraham A, Duncan RP, Earhart GM. The Role of Mental Imagery in Parkinson's Disease Rehabilitation. Brain Sci 2021; 11:brainsci11020185. [PMID: 33540883 PMCID: PMC7913152 DOI: 10.3390/brainsci11020185] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 01/26/2021] [Accepted: 01/28/2021] [Indexed: 02/06/2023] Open
Abstract
Parkinson’s disease (PD) is a disabling neurodegenerative disease whose manifestations span motor, sensorimotor, and sensory domains. While current therapies for PD include pharmacological, invasive, and physical interventions, there is a constant need for developing additional approaches for optimizing rehabilitation gains. Mental imagery is an emerging field in neurorehabilitation and has the potential to serve as an adjunct therapy to enhance patient function. Yet, the literature on this topic is sparse. The current paper reviews the motor, sensorimotor, and sensory domains impacted by PD using gait, balance, and pain as examples, respectively. Then, mental imagery and its potential for PD motor and non-motor rehabilitation is discussed, with an emphasis on its suitability for addressing gait, balance, and pain deficits in people with PD. Lastly, future research directions are suggested.
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Affiliation(s)
- Amit Abraham
- Department of Physical Therapy, Faculty of Health Sciences, Ariel University, Ariel 4077625, Israel
- Navigation and Accessibility Research Center of Ariel University (NARCA), Ariel University, Ariel 4077625, Israel
- Correspondence:
| | - Ryan P. Duncan
- Program in Physical Therapy, Washington University in St. Louis School of Medicine, St. Louis, MO 63108, USA; (R.P.D.); (G.M.E.)
- Department of Neurology, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
| | - Gammon M. Earhart
- Program in Physical Therapy, Washington University in St. Louis School of Medicine, St. Louis, MO 63108, USA; (R.P.D.); (G.M.E.)
- Department of Neurology, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
- Department of Neuroscience, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, USA
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10
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Using machine learning-based analytics of daily activities to identify modifiable risk factors for falling in Parkinson's disease. Parkinsonism Relat Disord 2020; 82:77-83. [PMID: 33249293 DOI: 10.1016/j.parkreldis.2020.11.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 11/11/2020] [Accepted: 11/13/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Although risk factors that lead to falling in Parkinson's disease (PD) have been previously studied, the established predictors are mostly non-modifiable. A novel method for fall risk assessment may provide more insight into preventable high-risk activities to reduce future falls. OBJECTIVES To explore the prediction of falling in PD patients using a machine learning-based approach. METHOD 305 PD patients, with or without a history of falls within the past month, were recruited. Data including clinical demographics, medications, and balance confidence, scaled by the 16-item Activities-Specific Balance Confidence Scale (ABC-16), were entered into the supervised machine learning models using XGBoost to explore the prediction of fallers/recurrent fallers in two separate models. RESULTS 99 (32%) patients were fallers and 58 (19%) were recurrent fallers. The accuracy of the model to predict falls was 72% (p = 0.001). The most important factors were item 7 (sweeping the floor), item 5 (reaching on tiptoes), and item 12 (walking in a crowded mall) in the ABC-16 scale, followed by disease stage and duration. When recurrent falls were analysed, the models had higher accuracy (81%, p = 0.02). The strongest predictors of recurrent falls were item 12, 5, and 10 (walking across parking lot), followed by disease stage and current age. CONCLUSION Our machine learning-based study demonstrated that predictors of falling combined demographics of PD with environmental factors, including high-risk activities that require cognitive attention and changes in vertical and lateral orientations. This enables physicians to focus on modifiable factors and appropriately implement fall prevention strategies for individual patients.
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Hawkins KE, Chiarovano E, Paul SS, MacDougall HG, Curthoys IS. Static and dynamic otolith reflex function in people with Parkinson's disease. Eur Arch Otorhinolaryngol 2020; 278:2057-2065. [PMID: 33112983 DOI: 10.1007/s00405-020-06446-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 10/14/2020] [Indexed: 12/24/2022]
Abstract
PURPOSE Parkinson's disease (PD) is a neurodegenerative disorder with possible vestibular system dysfunction. This study reports the transient and sustained functions of the otoliths and their reflex pathways in PD compared to healthy controls (HC) and determines if otolith function relates to previous fall history. METHODS Forty participants with PD and 40 HC had their otolith function assessed. Transient saccular and utricular-mediated reflexes were assessed by cervical and ocular vestibular evoked myogenic potentials (cVEMPs and oVEMPs, respectively) elicited by air-conducted stimulus (clicks) and bone-conducted vibration (light tendon hammer taps). Static otolith function was assessed by the Curator Subjective Visual Vertical (SVV) test. RESULTS Compared to HC, the PD group had significantly more absent cVEMP responses to both clicks (47.5% vs. 30%, respectively, p = 0.03) and taps (21.8% vs. 5%, respectively, p = 0.002). Only the PD group had bilaterally absent tap cVEMPs, this was related to previous falls history (p < 0. 001). In both groups, click oVEMPs were predominantly absent, and tap oVEMPs were predominantly present. The PD group had smaller tap oVEMP amplitudes (p = 0.03) and recorded more abnormal SVV responses (p = 0.01) and greater error on SVV compared to HC, p < 0.001. SVV had no relationship with VEMP responses (p = 0.14). CONCLUSIONS PD impacts on cVEMP reflex pathways but not tap oVEMP reflex pathways. Bone-conducted otolith stimuli (taps) are more robust than air-conducted sound stimuli (clicks) for both o and cVEMPs. A lack of association between SVV and VEMP responses suggest that static and dynamic otolith functions are differentially affected in PD.
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Affiliation(s)
- Kim E Hawkins
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia.
| | - Elodie Chiarovano
- Sydney Human Factors Research, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
| | - Serene S Paul
- Discipline of Physiotherapy, Faculty of Medicine and Health, Sydney School of Health Sciences, University of Sydney, Sydney, Australia
| | - Hamish G MacDougall
- Sydney Human Factors Research, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
| | - Ian S Curthoys
- Vestibular Research Laboratory, School of Psychology, Faculty of Science, University of Sydney, Sydney, Australia
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Obrero-Gaitán E, Molina F, Del-Pino-Casado R, Ibáñez-Vera AJ, Rodríguez-Almagro D, Lomas-Vega R. Visual Verticality Perception in Spinal Diseases: A Systematic Review and Meta-Analysis. J Clin Med 2020; 9:E1725. [PMID: 32503240 PMCID: PMC7356295 DOI: 10.3390/jcm9061725] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 05/27/2020] [Accepted: 05/28/2020] [Indexed: 12/26/2022] Open
Abstract
Patients diagnosed with traumatic or non-traumatic spinal pain and idiopathic scoliosis frequently suffer from imbalance. The evaluation of the perception of verticality by means of visual tests emerges as a quick and easy tool for clinical management of the balance disorders. Several studies have assessed the visual perception of verticality in spinal diseases obtaining controversial results. The aim of our study is to analyze the perception of visual verticality in subjects with several spinal diseases in comparison with healthy subjects. A meta-analysis was carried out. PubMed MEDLINE, Scopus, WoS, CINAHL, and SciELO databases were searched until January 2020. The standardized mean difference (SMD) was calculated to analyze differences between patients and healthy controls. Fifteen studies with a total of 2052 patients were included. In comparison with healthy subjects, a misperception of verticality was found in patients with spinal pain when the perception of the verticality was assessed with the rod and frame test (SMD = 0.339; 95% confidence interval (CI) = 0.181, 0.497; p < 0.001). It seems that the perception of visual verticality is not altered in patients with idiopathic scoliosis (p = 0.294). The present meta-analysis shows a misperception of visual verticality only in patients with spinal pain.
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Affiliation(s)
- Esteban Obrero-Gaitán
- Department of Health Sciences, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain; (E.O.-G.); (A.J.I.-V.); (D.R.-A.); (R.L.-V.)
| | - Francisco Molina
- Department of Health Sciences, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain; (E.O.-G.); (A.J.I.-V.); (D.R.-A.); (R.L.-V.)
| | - Rafael Del-Pino-Casado
- Department of Nursing, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain;
| | - Alfonso Javier Ibáñez-Vera
- Department of Health Sciences, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain; (E.O.-G.); (A.J.I.-V.); (D.R.-A.); (R.L.-V.)
| | - Daniel Rodríguez-Almagro
- Department of Health Sciences, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain; (E.O.-G.); (A.J.I.-V.); (D.R.-A.); (R.L.-V.)
| | - Rafael Lomas-Vega
- Department of Health Sciences, University of Jaén, Paraje Las Lagunillas s/n, 23071 Jaén, Spain; (E.O.-G.); (A.J.I.-V.); (D.R.-A.); (R.L.-V.)
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13
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José Luvizutto G, Souza Silva Brito T, de Moura Neto E, Aparecida Pascucci Sande de Souza L. Altered Visual and Proprioceptive Spatial Perception in Individuals with Parkinson's Disease. Percept Mot Skills 2019; 127:98-112. [PMID: 31594472 DOI: 10.1177/0031512519880421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Difficulties in the integration of visual, vestibular, and somatosensory information in individuals with Parkinson's disease (PD) may alter perception of verticality. Accordingly, in this cross-sectional study, we analyzed PD patients' (n = 13) subjective visual vertical (SVV) and subjective haptic vertical (SHV) perceptions and compared them to those of healthy controls (n = 14). We compared SVV and SHV findings among participants with PD, healthy controls, and cutoff points of normality based on prior research literature, using the parametric nonpaired t test (at p < .05) and Cohen's d (at d > 0.8) to determine clinical relevance. We analyzed SVV with the bucket test and SHV with the rod rotations task in clockwise and counterclockwise directions. We calculated Pearson correlations to analyze the association between verticality tests and the most clinically affected body side. We calculated both the percentage of A-effect (expression of body tilt underestimation to the midline) and E-effect (expression of body tilt overestimation in the upright position). Individuals with PD showed greater variability in right SHV supination compared to the healthy control participants (p = .002). There was greater clinical relevance in right (as opposed to left) SVV (d = 0.83), right (as opposed to left) SHV pronation (d = 0.91), and left (as opposed to right) SHV pronation (d = 0.88). We observed a higher proportion of E-effect in individuals with PD. A significantly higher proportion of patients with PD, compared to patients in past literature, had right SHV pronation (p = .001), left SHV pronation (p = .023), right SHV supination (p = .001), left SHV supination (p = .046), and left SHV pronation (p = .046). Thus, subjective visual and proprioceptive perception of verticality is altered in patients with PD, compared to individuals without PD.
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Affiliation(s)
- Gustavo José Luvizutto
- Department of Applied Physical Therapy, Institute of Health Sciences, Federal University of Triângulo Mineiro, Uberaba, Brazil
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Mori L, Putzolu M, Bonassi G, Galeoto G, Mezzarobba S, Trompetto C, Avanzino L, Marchese R, Abbruzzese G, Pelosin E. Haptic perception of verticality correlates with postural and balance deficits in patients with Parkinson's disease. Parkinsonism Relat Disord 2019; 66:45-50. [DOI: 10.1016/j.parkreldis.2019.06.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 05/30/2019] [Accepted: 06/30/2019] [Indexed: 01/09/2023]
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15
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Laudisio A, Lo Monaco MR, Vetrano DL, Pisciotta MS, Brandi V, Gemma A, Fusco D, Bernabei R, Antonelli Incalzi R, Zuccalà G. Association of Pisa Syndrome With Mortality in Patients With Parkinson's Disease. J Am Med Dir Assoc 2019; 20:1037-1041.e1. [DOI: 10.1016/j.jamda.2019.01.141] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/22/2019] [Accepted: 01/23/2019] [Indexed: 01/05/2023]
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Conceição LB, Baggio JAO, Mazin SC, Edwards DJ, Santos TEG. Normative data for human postural vertical: A systematic review and meta-analysis. PLoS One 2018; 13:e0204122. [PMID: 30265701 PMCID: PMC6161851 DOI: 10.1371/journal.pone.0204122] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 09/04/2018] [Indexed: 02/05/2023] Open
Abstract
Perception of verticality is required for normal daily function, yet the typical human detection error range has not been well characterized. Vertical misperception has been correlated with poor postural control and functionality in patients after stroke and after vestibular disorders. Until now, all the published studies that assessed Subjective Postural Vertical (SPV) in the seated position used small groups to establish a reference value. However, this sample size does not represent the healthy population for comparison with conditions resulting in pathological vertical. Therefore, the primary objective was to conduct a systematic review with meta-analyses of Subjective Postural Vertical (SPV) data in seated position in healthy adults to establish the reference value with a representative sample. The secondary objective was to investigate the methodological characteristics of different assessment protocols of SPV described in the literature. A systematic literature search was conducted using Medline, EMBASE, and Cochrane libraries. Mean and standard deviation of SPV in frontal and sagittal planes were considered as effect size measures. Sixteen of 129 identified studies met eligibility criteria for our systematic review (n = 337 subjects in the frontal plane; n = 187 subjects in sagittal plane). The meta-analyses measure was estimated using the pooled mean as the estimator and its respective error. Mean reference values were 0.12°±1.49° for the frontal plane and 0.02°±1.82° for the sagittal plane. There was a small variability of the results and this systematic review resulted in representative values for SPV. The critical analysis of the studies and observed homogeneity in the sample suggests that the methodological differences used in the studies did not influence SPV assessment of directional bias in healthy subjects. These data can serve as a reference for clinical studies in disorders of verticality.
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Affiliation(s)
| | - Jussara A O Baggio
- Department of Neuroscience and Behavioral Sciences, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, São Paulo, Brazil.,Federal University of Alagoas, Arapiraca, Alagoas, Brazil
| | - Suleimy C Mazin
- Department of Neuroscience and Behavioral Sciences, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, São Paulo, Brazil.,Department of Obstetrics and Gynecology, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, São Paulo, Brazil
| | - Dylan J Edwards
- Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania, United States of America.,School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
| | - Taiza E G Santos
- Department of Neuroscience and Behavioral Sciences, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, São Paulo, Brazil
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