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Johansson H, Peterson DS, Sedhed J, Leavy B. Dual-task performance during the Timed Up and Go test in Parkinson's disease - the impact of freezing and cognition. Gait Posture 2024; 115:14-20. [PMID: 39467510 DOI: 10.1016/j.gaitpost.2024.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/10/2024] [Accepted: 10/14/2024] [Indexed: 10/30/2024]
Abstract
BACKGROUND Dual-task interference (DTI) on gait is well documented in Parkinson's disease (PD), but how dual-tasks affect functional mobility is less known. Understanding how cognition and freezing of gait (FOG) further impact dual-task ability is important for risk assessment and subsequent delivery of targeted rehabilitation. RESEARCH QUESTION What is the DTI on completion time of the Timed Up and Go, and DTI on response rate of a serial subtraction task when performed simultaneously, and is DTI impacted by FOG or cognition? METHODS A cross-sectional study design was used. Demographic and clinical characteristics of participants were collected, including global cognition and self-reported FOG. The TUG test was performed with and without a serial subtraction task. Completion times on TUG and response rates on the serial subtraction task was compared between single and dual-task performance using paired samples t-test or Wilcoxon signed rank test as appropriate. Prioritization between tasks was compared with one-sample Wilcoxon signed rank test. The impact of FOG and cognition was investigated with multiple linear regression, controlling for age, sex, and disease severity. RESULTS A total of 77 people with mild to moderate PD were included. Significant DTI was observed for both the gait (TUG) and cognitive (response rate) tasks. No statistically significant pattern of prioritization was observed between motor and cognitive tasks. Global cognition was significantly related to both completion time and response rate in single and dual-tasking, whereas FOG was not found to be associated to the outcomes in either condition. SIGNIFICANCE Cognition appears to significantly relate to performance of functional mobility in single and dual-task conditions, which should be considered during routine mobility assessments in people with PD.
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Affiliation(s)
- Hanna Johansson
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Stockholm, Sweden; Karolinska University Hospital, Theme Women's Health and Allied Health Professionals, Stockholm, Sweden; Stockholm Sjukhem Foundation, Mariebergsgatan 22, Stockholm 112 19, Sweden.
| | - Daniel S Peterson
- College of Health Solutions, Arizona State University, N 5th St., Phoenix, AZ 85282, USA; Phoenix VA Health Care Center, 650 E Indian School Rd, Phoenix, AZ, USA
| | - Jenny Sedhed
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Stockholm, Sweden; Stockholm Sjukhem Foundation, Mariebergsgatan 22, Stockholm 112 19, Sweden
| | - Breiffni Leavy
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Stockholm, Sweden; Karolinska University Hospital, Theme Women's Health and Allied Health Professionals, Stockholm, Sweden; Stockholm Sjukhem Foundation, Mariebergsgatan 22, Stockholm 112 19, Sweden
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Mezzarobba S, Ravizzotti E, Bernardis P, Putzolu M, Cosentino C, Botta A, Bonassi G, Marchese R, Terranova S, Lagravinese G, Avanzino L, Pelosin E. Boostering motor imagery processing to improve gait in patients with Parkinson disease and freezing of gait: A pilot study. Parkinsonism Relat Disord 2024; 129:107173. [PMID: 39432961 DOI: 10.1016/j.parkreldis.2024.107173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/12/2024] [Accepted: 10/13/2024] [Indexed: 10/23/2024]
Abstract
BACKGROUND Given that patients with Parkinson's Disease (PD) and Freezing of Gait (FoG) may lack the cognitive resources necessary to activate the motor imagery (MI) process, investigating how to boost MI vividness and accuracy could be a valuable therapeutic strategy in MI Practice (MIP). OBJECTIVE We aim to evaluate the priming effect of visual, or auditory, or attentional stimuli in enhancing MI ability by using quantitative data on gait and turning performance. METHODS Nineteen PD participants with FoG underwent four one-week sessions of MIP, with pre and post clinical assessments. Each session included MI alone or one of three booster MI tasks (Attentional, Action observation, or Auditory) before imagining and executing walking straight and performing a 180° turn. Gait and turning performances were evaluated using six inertial sensors before and after each session. RESULTS Our findings showed that both MI and boosted MI induced similar improvement in gait (speed and stride length) and 180° (step number and velocity) and 360° turning (velocity, angle) parameters compared to baseline. When differences among "booster" tasks were analyzed, results showed that Auditory and Attentional boosted MI were superior to MI alone in some gait and turning parameters. At the end of the 4 sessions, MI ability measured by means of Kinesthetic and Visual Imagery Questionnaire and Gait Imagery Questionnaire and FoG symptoms were also improved. CONCLUSION Our preliminary results suggest that boosting MI is a feasible strategy for enhancing MI ability and addressing FoG symptoms. Auditory and Attentional conditions appear to enhance the priming effect of MI on gait and turning performance more effectively.
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Affiliation(s)
- Susanna Mezzarobba
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy; IRCCS, Ospedale Policlinico San Martino, Genoa, Italy
| | - Elisa Ravizzotti
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Paolo Bernardis
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Martina Putzolu
- IRCCS, Ospedale Policlinico San Martino, Genoa, Italy; Department of Experimental Medicine (DIMES), Section of Human Physiology, University of Genoa, University of Genoa, Genoa, Italy
| | - Carola Cosentino
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | | | - Gaia Bonassi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy; IRCCS, Ospedale Policlinico San Martino, Genoa, Italy
| | | | - Sara Terranova
- Department of Experimental Medicine (DIMES), Section of Human Physiology, University of Genoa, University of Genoa, Genoa, Italy
| | | | - Laura Avanzino
- IRCCS, Ospedale Policlinico San Martino, Genoa, Italy; Department of Experimental Medicine (DIMES), Section of Human Physiology, University of Genoa, University of Genoa, Genoa, Italy.
| | - Elisa Pelosin
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy; IRCCS, Ospedale Policlinico San Martino, Genoa, Italy
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Pavelka L, Rawal R, Sapienza S, Klucken J, Pauly C, Satagopam V, Krüger R. Genetically stratified Parkinson's disease with freezing of gait is related to specific pattern of cognitive impairment and non-motor dominant endophenotype. Front Aging Neurosci 2024; 16:1479572. [PMID: 39463818 PMCID: PMC11502444 DOI: 10.3389/fnagi.2024.1479572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 09/25/2024] [Indexed: 10/29/2024] Open
Abstract
Background Freezing of gait (FOG) is an important milestone in the individual disease trajectory of people with Parkinson's disease (PD). Based on the cognitive model of FOG etiology, the mechanism behind FOG implies higher executive dysfunction in PDFOG+. To test this model, we investigated the FOG-related phenotype and cognitive subdomains in idiopathic PD (iPD) patients without genetic variants linked to PD from the Luxembourg Parkinson's study. Methods A cross-sectional analysis comparing iPDFOG+ (n = 118) and iPDFOG- (n = 378) individuals was performed, followed by the application of logistic regression models. Consequently, regression models were fitted for a subset of iPDFOG+ (n = 35) vs. iPDFOG- (n = 126), utilizing a detailed neuropsychological battery to assess the association between FOG and cognitive subdomains. Both regression models were adjusted for sociodemographic confounders and disease severity. Results iPDFOG+ individuals presented with more motor complications (MDS-UPDRS IV) compared to iPDFOG- individuals. Moreover, iPDFOG+ individuals exhibited a higher non-motor burden, including a higher frequency of hallucinations, higher MDS-UPDRS I scores, and more pronounced autonomic dysfunction as measured by the SCOPA-AUT. In addition, iPDFOG+ individuals showed lower sleep quality along with lower quality of life (measured by PDSS and PDQ-39, respectively). The cognitive subdomain analysis in iPDFOG+ vs. iPDFOG- indicated lower scores in Benton's Judgment of Line Orientation test and CERAD word recognition, reflecting higher impairment in visuospatial, executive function, and memory encoding. Conclusion We determined a significant association between FOG and a clinical endophenotype of PD with higher non-motor burden. While our results supported the cognitive model of FOG, our findings point to a more widespread cortical impairment across cognitive subdomains beyond the executive domain in PDFOG+ with additional higher impairment in visuospatial function and memory encoding.
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Affiliation(s)
- Lukas Pavelka
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
- Parkinson’s Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
| | - Rajesh Rawal
- Biomedical Data Science Group, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Stefano Sapienza
- Digital Medicine, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Jochen Klucken
- Parkinson’s Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
- Digital Medicine, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Digital Medicine, Department of Precision Health, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
| | - Claire Pauly
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
- Parkinson’s Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
| | - Venkata Satagopam
- Biomedical Data Science Group, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Rejko Krüger
- Translational Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health (LIH), Strassen, Luxembourg
- Parkinson’s Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
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Park H, Shin S, Youm C, Cheon SM. Deep learning-based detection of affected body parts in Parkinson's disease and freezing of gait using time-series imaging. Sci Rep 2024; 14:23732. [PMID: 39390087 PMCID: PMC11467382 DOI: 10.1038/s41598-024-75445-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 10/04/2024] [Indexed: 10/12/2024] Open
Abstract
We proposed a deep learning method using a convolutional neural network on time-series (TS) images to detect and differentiate affected body parts in people with Parkinson's disease (PD) and freezing of gait (FOG) during 360° turning tasks. The 360° turning task was performed by 90 participants (60 people with PD [30 freezers and 30 nonfreezers] and 30 age-matched older adults (controls) at their preferred speed. The position and acceleration underwent preprocessing. The analysis was expanded from temporal to visual data using TS imaging methods. According to the PD vs. controls classification, the right lower third of the lateral shank (RTIB) on the least affected side (LAS) and the right calcaneus (RHEE) on the LAS were the most relevant body segments in the position and acceleration TS images. The RHEE marker exhibited the highest accuracy in the acceleration TS images. The identified markers for the classification of freezers vs. nonfreezers vs. controls were the left lateral humeral epicondyle (LELB) on the more affected side and the left posterior superior iliac spine (LPSI). The LPSI marker in the acceleration TS images displayed the highest accuracy. This approach could be a useful supplementary tool for determining PD severity and FOG.
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Affiliation(s)
- Hwayoung Park
- Biomechanics Laboratory, Dong-A University, Saha-gu, Busan, Republic of Korea
| | - Sungtae Shin
- Department of Mechanical Engineering, College of Engineering, Dong-A University, Saha-gu, Busan, Republic of Korea
| | - Changhong Youm
- Biomechanics Laboratory, Dong-A University, Saha-gu, Busan, Republic of Korea.
- Department of Health Sciences, Dong-A University Graduate School, Saha-gu, Busan, Republic of Korea.
- Department of Healthcare and Science, College of Health Sciences, Dong-A University, 37 Nakdong‑daero, 550 Beon‑gil, Saha-gu, Busan, 49315, Republic of Korea.
| | - Sang-Myung Cheon
- Department of Neurology, School of Medicine, Dong-A University, 26 Daesingongwon-ro, Seo-gu, Busan, 49201, Republic of Korea.
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Cen S, Ma J, Sun H, Zhang H, Li Y, Mao W, Xu E, Mei S, Chhetri JK, Ruan Z, Wang H, Wang K, Chan P. Vibrotactile Foot Device for Freezing of Gait in Parkinson's Disease: A Pilot Study. Mov Disord Clin Pract 2024; 11:1241-1248. [PMID: 39092547 PMCID: PMC11489620 DOI: 10.1002/mdc3.14177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/26/2024] [Accepted: 07/13/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Vibrotactile stimulation has been studied in its efficacy of reducing freezing of gait (FOG) in patients with Parkinson's disease (PD). However, the results are still controversial. We evaluated the efficacy of a newly developed vibrotactile foot device on freezing severity and gait measures in PD patients with FOG. OBJECTIVE To evaluate the efficacy of vibrotactile foot device on PD patients with FOG. METHODS Thirty-three PD patients with FOG were examined during their "off" medication state. The efficacy of the vibrotactile foot device was evaluated using a gait protocol comprising walking trials with vibrotactile stimulation "off" and "on." Walking trials were videotaped for the offline rating by two movement disorder specialists. The Opal inertial sensor unit (128 Hz; Mobility Lab; APDM Inc., Portland, OR, USA) was used for quantitative gait analysis. RESULTS The results demonstrated 33.1% reduction in number of FOG episodes (P < 0.001) and 32.6% reduction of freezing episodes (P < 0.001). Quantitative gait analysis showed a significant increase in step length (P = 0.033). A moderate negative correlation was observed between the change of percent time frozen and age (r = -0.415, P = 0.016). 73% of participants reported minimal to substantial improvement in walking with this vibrating stimulation delivered by the vibrotactile foot device. CONCLUSIONS The vibrotactile foot device is an efficient device that could significantly reduce freezing severity and provide gait regulation to patients with PD experiencing frequent freezing. It could potentially be used in the home environment for improving the quality of life.
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Affiliation(s)
- Shanshan Cen
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Jinghong Ma
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Hong Sun
- National Clinical Research Center for Geriatric DisordersBeijingChina
| | - Hui Zhang
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Yuan Li
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Wei Mao
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Erhe Xu
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Shanshan Mei
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | | | - Zheng Ruan
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Hui Wang
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Kailiang Wang
- Department of NeurosurgeryXuanwu Hospital of Capital Medical UniversityBeijingChina
| | - Piu Chan
- Department of NeurologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- Department of NeurobiologyXuanwu Hospital of Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DisordersBeijingChina
- Key Laboratory for Neurodegenerative Diseases of the Ministry of EducationBeijing Key Laboratory on Parkinson's Disease, Parkinson's Disease Center for Beijing Institute on Brain Disorders, Clinical and Research Center for Parkinson's Disease of Capital Medical UniversityBeijingChina
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Taniguchi S, Kajiyama Y, Kochiyama T, Revankar G, Ogawa K, Shirahata E, Asai K, Saeki C, Ozono T, Kimura Y, Ikenaka K, D'Cruz N, Gilat M, Nieuwboer A, Mochizuki H. New Insights into Freezing of Gait in Parkinson's Disease from Spectral Dynamic Causal Modeling. Mov Disord 2024. [PMID: 39295169 DOI: 10.1002/mds.29988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/25/2024] [Accepted: 08/05/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Freezing of gait is one of the most disturbing motor symptoms of Parkinson's disease (PD). However, the effective connectivity between key brain hubs that are associated with the pathophysiological mechanism of freezing of gait remains elusive. OBJECTIVE The aim of this study was to identify effective connectivity underlying freezing of gait. METHODS This study applied spectral dynamic causal modeling (DCM) of resting-state functional magnetic resonance imaging in dedicated regions of interest determined using a data-driven approach. RESULTS Abnormally increased functional connectivity between the bilateral dorsolateral prefrontal cortex (DLPFC) and the bilateral mesencephalic locomotor region (MLR) was identified in freezers compared with nonfreezers. Subsequently, spectral DCM analysis revealed that increased top-down excitatory effective connectivity from the left DLPFC to bilateral MLR and an independent self-inhibitory connectivity within the left DLPFC in freezers versus nonfreezers (>99% posterior probability) were inversely associated with the severity of freezing of gait. The lateralization of these effective connectivity patterns was not attributable to the initial dopaminergic deficit nor to structural changes in these regions. CONCLUSIONS We have identified novel effective connectivity and an independent self-inhibitory connectivity underlying freezing of gait. Our findings imply that modulating the effective connectivity between the left DLPFC and MLR through neurostimulation or other interventions could be a target for reducing freezing of gait in PD. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Seira Taniguchi
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yuta Kajiyama
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | | | - Gajanan Revankar
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kotaro Ogawa
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Emi Shirahata
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kana Asai
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Chizu Saeki
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Tatsuhiko Ozono
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yasuyoshi Kimura
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kensuke Ikenaka
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Nicholas D'Cruz
- Department of Rehabilitation Sciences, Neurorehabilitation Research Group, KU Leuven, Leuven, Belgium
| | - Moran Gilat
- Department of Rehabilitation Sciences, Neurorehabilitation Research Group, KU Leuven, Leuven, Belgium
| | - Alice Nieuwboer
- Department of Rehabilitation Sciences, Neurorehabilitation Research Group, KU Leuven, Leuven, Belgium
| | - Hideki Mochizuki
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
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Xing F, Feng J, Lv L, Liu J, Chen X, Sun J, Hu P, Wang K. Altered connectivity between frontal cortex and supplementary motor area in various types of Parkinson's disease. Am J Transl Res 2024; 16:2423-2434. [PMID: 39006296 PMCID: PMC11236641 DOI: 10.62347/gtvb7800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 05/14/2024] [Indexed: 07/16/2024]
Abstract
BACKGROUND Tremor-dominant (TD) and postural instability/gait difficulty (PIGD) are common subtypes of Parkinson's disease, each with distinct clinical manifestations and prognoses. The neural mechanisms underlying these subtypes remain unclear. This study aimed to investigate the altered connectivity of the frontal cortex and supplementary motor area (SMA) in different types of Parkinson's disease. METHODS Data of 173 participants, including 41 TD patients, 65 PIGD patients, and 67 healthy controls, were retrospectively analyzed. All subjects underwent resting-state functional magnetic resonance imaging (rs-fMRI) and clinical assessments. Differences in amplitude of low frequency fluctuation (ALFF), voxel-wise functional connectivity (FC), and functional network connectivity (FNC) among the three groups were compared, followed by partial correlation analysis. RESULTS Compared to healthy controls, the left dorsolateral superior frontal gyrus (DLSFG) ALFF was significantly increased in both PIGD and TD patients. The FC between the left DLSFG and the left SMA, as well as between the left paracentral lobule and the right DLSFG, was significantly decreased. Similarly, the FNC between the visual network and the auditory network was reduced. Compared to TD patients, PIGD patients showed a significantly higher ALFF in the left DLSFG and a notably reduced FC between the left DLSFG and left SMA. Additionally, the FC of the left DLSFG-SMA was inversely correlated with the PIGD score exclusively in PIGD patients. The FNC of the visual-auditory network was inversely associated with the tremor score only in TD patients. CONCLUSION Decreases in the left DLSFG-SMA connectivity may be a key feature of the PIGD subtype, while reduced VN-AUD connectivity may characterize the TD subtype.
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Affiliation(s)
- Fengbo Xing
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Jingjing Feng
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Lingling Lv
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Jiaqiu Liu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Xin Chen
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Jinmei Sun
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
| | - Panpan Hu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- School of Mental Health and Psychological Sciences, Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
- Institute of Artificial Intelligence, Hefei Comprehensive National Science CenterHefei 230088, Anhui, China
- Anhui Institute of Translational MedicineHefei 230000, Anhui, China
| | - Kai Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical UniversityHefei 230000, Anhui, China
- School of Mental Health and Psychological Sciences, Anhui Medical UniversityHefei 230000, Anhui, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric DisordersHefei 230032, Anhui, China
- Collaborative Innovation Centre of Neuropsychiatric Disorder and Mental HealthHefei 230000, Anhui, China
- Institute of Artificial Intelligence, Hefei Comprehensive National Science CenterHefei 230088, Anhui, China
- Anhui Institute of Translational MedicineHefei 230000, Anhui, China
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Zampogna A, Borzì L, Rinaldi D, Artusi CA, Imbalzano G, Patera M, Lopiano L, Pontieri F, Olmo G, Suppa A. Unveiling the Unpredictable in Parkinson's Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life. Bioengineering (Basel) 2024; 11:440. [PMID: 38790307 PMCID: PMC11117481 DOI: 10.3390/bioengineering11050440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/23/2024] [Accepted: 04/28/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Dyskinesias and freezing of gait are episodic disorders in Parkinson's disease, characterized by a fluctuating and unpredictable nature. This cross-sectional study aims to objectively monitor Parkinsonian patients experiencing dyskinesias and/or freezing of gait during activities of daily living and assess possible changes in spatiotemporal gait parameters. METHODS Seventy-one patients with Parkinson's disease (40 with dyskinesias and 33 with freezing of gait) were continuously monitored at home for a minimum of 5 days using a single wearable sensor. Dedicated machine-learning algorithms were used to categorize patients based on the occurrence of dyskinesias and freezing of gait. Additionally, specific spatiotemporal gait parameters were compared among patients with and without dyskinesias and/or freezing of gait. RESULTS The wearable sensor algorithms accurately classified patients with and without dyskinesias as well as those with and without freezing of gait based on the recorded dyskinesias and freezing of gait episodes. Standard spatiotemporal gait parameters did not differ significantly between patients with and without dyskinesias or freezing of gait. Both the time spent with dyskinesias and the number of freezing of gait episodes positively correlated with the disease severity and medication dosage. CONCLUSIONS A single inertial wearable sensor shows promise in monitoring complex, episodic movement patterns, such as dyskinesias and freezing of gait, during daily activities. This approach may help implement targeted therapeutic and preventive strategies for Parkinson's disease.
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Affiliation(s)
- Alessandro Zampogna
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome, Italy; (A.Z.); (M.P.)
- IRCCS Neuromed Institute, 86077 Pozzilli, IS, Italy
| | - Luigi Borzì
- Data Analytics and Technologies for Health Lab (ANTHEA), Department of Control and Computer Engineering, Politecnico di Torino, 10129 Turin, Italy; (L.B.); (G.O.)
| | - Domiziana Rinaldi
- Department of Neuroscience, Mental Health and Sense Organs (NESMOS), Sapienza University of Rome, 00189 Rome, Italy; (D.R.); (F.P.)
| | - Carlo Alberto Artusi
- Department of Neuroscience “Rita Levi Montalcini”, University of Turin, 10126 Torino, Italy; (C.A.A.); (G.I.); (L.L.)
- Neurology 2 Unit, A.O.U, Città della Salute e della Scienza di Torino, 10126 Torino, Italy
| | - Gabriele Imbalzano
- Department of Neuroscience “Rita Levi Montalcini”, University of Turin, 10126 Torino, Italy; (C.A.A.); (G.I.); (L.L.)
| | - Martina Patera
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome, Italy; (A.Z.); (M.P.)
| | - Leonardo Lopiano
- Department of Neuroscience “Rita Levi Montalcini”, University of Turin, 10126 Torino, Italy; (C.A.A.); (G.I.); (L.L.)
- Neurology 2 Unit, A.O.U, Città della Salute e della Scienza di Torino, 10126 Torino, Italy
| | - Francesco Pontieri
- Department of Neuroscience, Mental Health and Sense Organs (NESMOS), Sapienza University of Rome, 00189 Rome, Italy; (D.R.); (F.P.)
| | - Gabriella Olmo
- Data Analytics and Technologies for Health Lab (ANTHEA), Department of Control and Computer Engineering, Politecnico di Torino, 10129 Turin, Italy; (L.B.); (G.O.)
| | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome, Italy; (A.Z.); (M.P.)
- IRCCS Neuromed Institute, 86077 Pozzilli, IS, Italy
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Pauly L, Pauly C, Hansen M, Schröder VE, Rauschenberger A, Leist AK, Krüger R. Retrograde procedural memory is impaired in people with Parkinson's disease with freezing of gait. Front Aging Neurosci 2024; 15:1296323. [PMID: 38249718 PMCID: PMC10797621 DOI: 10.3389/fnagi.2023.1296323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/15/2023] [Indexed: 01/23/2024] Open
Abstract
Background Freezing of gait (FOG), is associated with impairment of different cognitive functions. Previous studies hypothesized that FOG may be due to a loss of automaticity. Research question To explore whether FOG is associated with impairment in cognitive functions, focusing on retrograde procedural memory, the memory responsible for the automatic, implicit stored procedures that have been acquired in earlier life stages. Methods In this cross-sectional, case-control study, 288 people with typical Parkinson's disease (PD) from the Luxembourg Parkinson's Study were assigned to Freezers (FOG+) and non-Freezers (FOG-) based on the MDS-UPDRS 2.13 (self-reported FOG episodes) and 3.11 (FOG evaluated by clinicians during gait assessment). Both groups were matched on age, sex and disease duration. Global cognition (MoCA), retrograde procedural memory and visuo-constructive abilities (CUPRO), psychomotor speed and mental flexibility (TMT) were assessed. Furthermore, we repeated our analyses by additionally controlling for depression (BDI-I). Results Besides lower global cognition (MoCA; p = 0.007) and mental flexibility (TMT-B and Delta-TMT; p < 0.001), FOG+ showed a lower performance in retrograde procedural memory (CUPRO-IS1; p < 0.001) compared to FOG-. After controlling additionally for depression, our main outcome variable CUPRO-IS1 remained significantly lower in FOG+ (p = 0.010). Conclusion Our findings demonstrated that besides lower global cognition and mental flexibility scores, FOG+ showed lower performance in retrograde procedural memory compared to matched FOG-control patients, even when accounting for factors such as age, sex, disease duration or depression. Significance In the context of limited treatment options, especially for non-invasive therapeutic approaches, these insights on procedural memory and FOG may lead to new hypotheses on FOG etiology and consequently the development of new treatment options.
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Affiliation(s)
- Laure Pauly
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Claire Pauly
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Maxime Hansen
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Valerie E. Schröder
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Armin Rauschenberger
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Anja K. Leist
- Department of Social Sciences, Institute for Research on Socio-Economic Inequality, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Rejko Krüger
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
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Jellinger KA. Pathobiology of Cognitive Impairment in Parkinson Disease: Challenges and Outlooks. Int J Mol Sci 2023; 25:498. [PMID: 38203667 PMCID: PMC10778722 DOI: 10.3390/ijms25010498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/11/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
Cognitive impairment (CI) is a characteristic non-motor feature of Parkinson disease (PD) that poses a severe burden on the patients and caregivers, yet relatively little is known about its pathobiology. Cognitive deficits are evident throughout the course of PD, with around 25% of subtle cognitive decline and mild CI (MCI) at the time of diagnosis and up to 83% of patients developing dementia after 20 years. The heterogeneity of cognitive phenotypes suggests that a common neuropathological process, characterized by progressive degeneration of the dopaminergic striatonigral system and of many other neuronal systems, results not only in structural deficits but also extensive changes of functional neuronal network activities and neurotransmitter dysfunctions. Modern neuroimaging studies revealed multilocular cortical and subcortical atrophies and alterations in intrinsic neuronal connectivities. The decreased functional connectivity (FC) of the default mode network (DMN) in the bilateral prefrontal cortex is affected already before the development of clinical CI and in the absence of structural changes. Longitudinal cognitive decline is associated with frontostriatal and limbic affections, white matter microlesions and changes between multiple functional neuronal networks, including thalamo-insular, frontoparietal and attention networks, the cholinergic forebrain and the noradrenergic system. Superimposed Alzheimer-related (and other concomitant) pathologies due to interactions between α-synuclein, tau-protein and β-amyloid contribute to dementia pathogenesis in both PD and dementia with Lewy bodies (DLB). To further elucidate the interaction of the pathomechanisms responsible for CI in PD, well-designed longitudinal clinico-pathological studies are warranted that are supported by fluid and sophisticated imaging biomarkers as a basis for better early diagnosis and future disease-modifying therapies.
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Affiliation(s)
- Kurt A Jellinger
- Institute of Clinical Neurobiology, Alberichgasse 5/13, A-1150 Vienna, Austria
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11
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Mezzarobba S, Cosentino C, Putzolu M, Panuccio F, Fabbrini G, Valente D, Costi S, Galeoto G, Pelosin E. Assessment of the psychometric properties of the Italian version of the New Freezing of Gait Questionnaire (NFOG-Q-IT) in people with Parkinson disease: a validity and reliability study. Neurol Sci 2023; 44:3133-3140. [PMID: 37072581 PMCID: PMC10112304 DOI: 10.1007/s10072-023-06800-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 04/03/2023] [Indexed: 04/20/2023]
Abstract
INTRODUCTION Freezing of gait (FOG) in Parkinson's disease (PD) is a challenging clinical symptom to assess, due to its episodic nature. A valid and reliable tool is the New FOG Questionnaire (NFOG-Q) used worldwide to measure FOG symptoms in PD. OBJECTIVE The aim of this study was to translate, to culturally adapt, and to test the psychometric characteristics of the Italian version of the NFOG-Q (NFOG-Q-It). METHODS The translation and cultural adaptation was based on ISPOR TCA guidelines to finalize the 9-item NFOG-Q-It. Internal consistency was assessed in 181 Italian PD native speakers who experienced FOG using Cronbach's alpha. Cross-cultural analysis was tested using the Spearman's correlation between the NFOG-Q-It and the Modified Hoehn-Yahr Scale (M-H&Y). To assess construct validity, correlations among NFOG-Q-It, Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS), Mini-Mental State Examination (MMSE), the Montreal Cognitive Assessment (MoCA), the Falls Efficacy Scale-International (FES-I), the 6-min Walking Test (6MWT), the Mini Balance Evaluation System Test (Mini-BESTest) and the Short Physical Performance Battery (SPPB) were investigated. RESULTS The Italian N-FOGQ had high internal consistency (Cronbach's α = 0.859). Validity analysis showed significant correlations between NFOG-Q-IT total score and M-H&Y scores (r = 0.281 p < 0.001), MDS-UPDRS (r = 0.359 p < 0.001), FES-I (r = 0.230 p = 0.002), Mini BESTest (r = -0.256 p = 0.001) and 6MWT (r = -0.166 p = 0.026). No significant correlations were found with SPPB, MOCA and MMSE. CONCLUSION The NFOG-It is a valuable and reliable tool for assessing FOG symptoms, duration and frequency in PD subjects. Results provide the validity of NFOG-Q-It by reproducing and enlarging previous psychometric data.
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Affiliation(s)
- Susanna Mezzarobba
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - Carola Cosentino
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | | | - Francescaroberta Panuccio
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, CAP 00185, City Rome, Italy
| | - Giovanni Fabbrini
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, CAP 00185, City Rome, Italy
- IRCSS Neuromed, Via Atinense, 18, 86077, Pozzilli, IS, Italy
| | - Donatella Valente
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, CAP 00185, City Rome, Italy
- IRCSS Neuromed, Via Atinense, 18, 86077, Pozzilli, IS, Italy
| | - Stefania Costi
- Physical Medicine and Rehabilitation Unit, Azienda Unità Sanitaria Locale - IRCCS Di Reggio Emilia, Via Risorgimento 80, 42123, Reggio Emilia, Italy
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, Università Di Modena E Reggio Emilia, 41100, Modena, Italy
| | - Giovanni Galeoto
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, CAP 00185, City Rome, Italy.
- IRCSS Neuromed, Via Atinense, 18, 86077, Pozzilli, IS, Italy.
| | - Elisa Pelosin
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
- IRCCS, Ospedale Policlinico San Martino, Genoa, Italy
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Monaghan AS, Ragothaman A, Harker GR, Carlson-Kuhta P, Horak FB, Peterson DS. Freezing of Gait in Parkinson's Disease: Implications for Dual-Task Walking. JOURNAL OF PARKINSON'S DISEASE 2023; 13:1035-1046. [PMID: 37574744 PMCID: PMC10578213 DOI: 10.3233/jpd-230063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/17/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND The simultaneous completion of multiple tasks (dual-tasking, DT) often leads to poorer task performance (DT cost, DTC). People with Parkinson's disease (PwPD) exhibit difficulty with DT, and DTC may be particularly pronounced in PwPD with freezing of gait (FOG). OBJECTIVE This study assessed the relationship between FOG status and DTC during gait. METHODS Gait parameters were collected using inertial sensors in 106 PwPD (off-medication), including definite-freezers (dFOG; n = 25), possible-freezers (pFOG; n = 16), and non-freezers (nFOG; n = 65) during single (ST)-and DT walking. RESULTS PwPD with dFOG had larger (worse) DTC than nFOG for foot-strike angle, stride length, toe-off angle, variability of foot-strike angle, and arm range of motion (ROM). After accounting for covariates, DTC for toe-off angle and stride length remained worse in PwPD who freeze. Worse cognition predicted larger DTC for stride length, gait cycle duration, gait speed, and step duration across groups. Men had larger DTC compared to women for gait speed, variability in foot-strike angle, stride length, and arm ROM. Increased variability in gait speed DTC was associated with increased disease severity. CONCLUSION These findings provide additional support that PwPD who freeze may rely on greater cortical control for the execution of specific gait metrics. The results also underscore the importance of considering cognition when assessing DT ability in PwPD.
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Affiliation(s)
| | | | - Graham R. Harker
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | | | - Fay B. Horak
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - Daniel S. Peterson
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA
- Phoenix VA Health Care Center, Phoenix, AZ, USA
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