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Pitts J, Kannan L, Szturm T, Bhatt T. Dual task reactive balance control in older adults with mild cognitive impairment: does the cognitive task domain make a difference? J Neurophysiol 2025; 133:1476-1487. [PMID: 40183314 DOI: 10.1152/jn.00034.2025] [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: 02/05/2025] [Revised: 03/03/2025] [Accepted: 03/31/2025] [Indexed: 04/05/2025] Open
Abstract
Older adults with mild cognitive impairment (OAwMCI) demonstrate higher cognitive-motor interference (CMI) than cognitively intact older adults (CIOA) during dual tasking. However, studies have rarely examined how dual tasking affects reactive balance control in OAwMCI, or the effect of different cognitive task domains. This study compared how four cognitive tasks affected CMI during reactive balance control in OAwMCI vs. CIOA. In this study, 38 OAwMCI [Montreal Cognitive Assessment (MoCA): 18-25] and 38 CIOA (MoCA ≥ 26) were included and exposed to anterior support surface perturbations in single task and while performing four cognitive tasks: two visuomotor tasks (Target, Track), auditory clock test (ACT), and letter number sequencing (LNS). Cognitive tasks were also completed during unperturbed standing. In both single and dual task conditions, OAwMCI had a higher fall rate and lower reactive center of mass (COM) stability than CIOA. Reactive balance performance deteriorated in both groups while performing Target and Track, although was not affected by ACT or LNS. Cognitive performance was lower in dual vs. single task on the Target, Track, and LNS for both groups, although OAwMCI had higher cognitive costs than CIOA. These findings suggest that dual tasking could increase fall risk in both OAwMCI and CIOA, although visuomotor tasks induced greater CMI than executive function/working memory tasks, suggesting greater sharing of resources with reactive balance control. Furthermore, OAwMCI could experience higher CMI due to damage in sensorimotor areas involved in triggering/executing reactive balance responses, along with multidomain cognitive decline. Comprehensive dual task assessments could identify domain-specific cognitive decline in OAwMCI.NEW & NOTEWORTHY Although OAwMCI have higher CMI than CIOA during volitional balance tasks, it is unclear how dual tasking involving different cognitive domains affects reactive balance control in OAwMCI. This study showed that dual tasking could impair reactive balance responses in both CIOA and OAwMCI, although OAwMCI experienced greater performance deteriorations in dual vs. single task conditions. Furthermore, visuomotor tasks induced higher CMI than executive function/working memory tasks, suggesting greater sharing of resources with reactive balance control.
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Affiliation(s)
- Jessica Pitts
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois, United States
| | - Lakshmi Kannan
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois, United States
| | - Tony Szturm
- Department of Physical Therapy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Tanvi Bhatt
- Department of Physical Therapy, University of Illinois at Chicago, Chicago, Illinois, United States
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Yang S, Li J, Fu P, Sun Y, Liu Y, Zhou C. Bidirectional associations of grip strength-gait speed with mild cognitive impairment and specific cognitive abilities among older adults: A longitudinal analysis. Arch Gerontol Geriatr 2025; 131:105733. [PMID: 39742819 DOI: 10.1016/j.archger.2024.105733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 12/07/2024] [Accepted: 12/23/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Previous studies showed that physical performance was associated with mild cognitive impairment (MCI). As the easily measured aging biomarkers, grip strength and gait speed could effectively reflect physical function. However, whether grip strength, gait speed, and the combination of the two were bidirectionally associated with MCI and specific cognitive function domains, have not been explored. METHODS The bidirectional relationships between grip strength and MCI, gait speed and MCI, and the combination of grip strength with gait speed and MCI, were examined by generalized estimating equation (GEE). GEE was performed to further estimate the bidirectional relationships between grip strength combined with gait speed and the five domains of cognitive function, respectively. RESULTS In total, 2,227 older adults (3 waves) were included. The MCI risk was higher for low grip strength group (OR = 1.78; P < 0.001) compared to normal grip strength group, as well as higher for low gait speed group (OR = 1.71; P < 0.001) compared to normal gait speed group. Low grip strength combined with low gait speed had the maximum associations with MCI (OR = 4.13; P < 0.001) and decline in orientation, immediate memory, delayed memory, attention and calculation, and language. Older adults with MCI and decline in those five domains of cognition also longitudinally related to lower grip strength and lower gait speed. CONCLUSION The main findings revealed the importance of regularly monitoring grip strength, gait speed, global cognition, and specific cognitive function domains among older people. Early interventions for grip strength, gait speed, and cognition function might achieve reciprocal benefits.
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Affiliation(s)
- Shijun Yang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Jie Li
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China; National Health Committee (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China; Institute of Health and Elderly Care, Shandong University, Jinan, 250012, China
| | - Peipei Fu
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China; National Health Committee (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China; Institute of Health and Elderly Care, Shandong University, Jinan, 250012, China
| | - Yihong Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Yang Liu
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Chengchao Zhou
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China; National Health Committee (NHC) Key Lab of Health Economics and Policy Research, Shandong University, Jinan, 250012, China; Institute of Health and Elderly Care, Shandong University, Jinan, 250012, China.
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Guimarães V, Sousa I, Correia MV. Detecting cognitive impairment in cerebrovascular disease using gait, dual tasks, and machine learning. BMC Med Inform Decis Mak 2025; 25:157. [PMID: 40170023 PMCID: PMC11963529 DOI: 10.1186/s12911-025-02979-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 03/18/2025] [Indexed: 04/03/2025] Open
Abstract
BACKGROUND Cognitive impairment is common after a stroke, but it can often go undetected. In this study, we investigated whether using gait and dual tasks could help detect cognitive impairment after stroke. METHODS We analyzed gait and neuropsychological data from 47 participants who were part of the Ontario Neurodegenerative Disease Research Initiative. Based on neuropsychological criteria, participants were categorized as impaired (n = 29) or cognitively normal (n = 18). Nested cross-validation was used for model training, hyperparameter tuning, and evaluation. Grid search with cross-validation was used to optimize the hyperparameters of a set of feature selectors and classifiers. Different gait tests were assessed separately. RESULTS The best classification performance was achieved using a comprehensive set of gait metrics, measured by the electronic walkway, that included dual-task costs while performing subtractions by ones. Using a Support Vector Machine (SVM), we could achieve a sensitivity of 96.6%, and a specificity of 61.1%. An optimized threshold of 27 in the Montreal Cognitive Assessment (MoCA) revealed lower classification performance than the gait metrics, although differences in classification results were not significant. Combining the classifications provided by MoCA with those provided by gait metrics in a majority voting approach resulted in a higher specificity of 72.2%, and a high sensitivity of 93.1%. CONCLUSIONS Our results suggest that gait analysis can be a useful tool for detecting cognitive impairment in patients with cerebrovascular disease, serving as a suitable alternative or complement to MoCA in the screening for cognitive impairment.
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Affiliation(s)
- Vânia Guimarães
- Fraunhofer Portugal AICOS, Rua Alfredo Allen 455/461, Porto, 4200-135, Portugal.
- Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, Porto, 4200-465, Portugal.
| | - Inês Sousa
- Fraunhofer Portugal AICOS, Rua Alfredo Allen 455/461, Porto, 4200-135, Portugal
| | - Miguel Velhote Correia
- Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, Porto, 4200-465, Portugal
- INESC TEC, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, Porto, 4200-465, Portugal
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Giarmatzis G, Giannakou E, Karagiannakidou I, Makri E, Tsiakiri A, Christidi F, Malliou P, Vadikolias K, Aggelousis N. Effects of a 12-Week Moderate-to-High Intensity Strength Training Program on the Gait Parameters and Their Variability of Stroke Survivors. Brain Sci 2025; 15:354. [PMID: 40309862 PMCID: PMC12025464 DOI: 10.3390/brainsci15040354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 03/24/2025] [Accepted: 03/25/2025] [Indexed: 05/02/2025] Open
Abstract
BACKGROUND/OBJECTIVES Chronic stroke survivors often regain walking speed but continue to exhibit heightened gait variability, increasing fall risk. This study investigated the effects of a 12-week moderate-to-high intensity muscle strengthening program on gait parameters and their variability in stroke survivors, without incorporating gait-specific training. METHODS Stroke survivors participated in a twice-weekly, 45-60 min strengthening program using Pilates equipment. Spatiotemporal gait parameters were measured before and after the intervention using 3D motion capture. Walking speed, cadence, step/stride length, step width, and various temporal parameters were analyzed for both paretic and non-paretic limbs, along with their coefficients of variation (CV). Correlation analyses were performed to understand the relationships between parameter changes. RESULTS Eleven patients (age 61 ± 7.4 years, 9 males) participated in the study. Significant improvements were observed in walking speed for both paretic (0.61 to 0.69 m/s, p = 0.032) and non-paretic limbs (0.62 to 0.69 m/s, p = 0.024). Step length significantly increased in the paretic limb (0.36 to 0.41 m, p = 0.042) with a substantial reduction in variability (CV: 19.91% to 14.99%). Cadence increased significantly in the non-paretic limb (89.24 to 92.01 steps/min, p = 0.024). Correlation analysis revealed distinct adaptation patterns between limbs, with speed improvements strongly associated with stride length in both limbs, but with step length only in the non-paretic limb. CONCLUSIONS A moderate-to-high intensity strengthening program, even without direct gait training, can improve walking speed and reduce movement variability in chronic stroke survivors. The intervention predominantly influenced the spatial parameters, with modest changes in the temporal aspects, suggesting that enhanced force production and control primarily affect step execution while preserving temporal gait patterns.
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Affiliation(s)
- Georgios Giarmatzis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
| | - Erasmia Giannakou
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
| | - Ioanna Karagiannakidou
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
| | - Evangelia Makri
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
| | - Anna Tsiakiri
- Department of Neurology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Thrace, Greece; (A.T.); (F.C.); (K.V.)
| | - Foteini Christidi
- Department of Neurology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Thrace, Greece; (A.T.); (F.C.); (K.V.)
| | - Paraskevi Malliou
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
| | - Konstantinos Vadikolias
- Department of Neurology, School of Medicine, Democritus University of Thrace, 68100 Alexandroupolis, Thrace, Greece; (A.T.); (F.C.); (K.V.)
| | - Nikolaos Aggelousis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Thrace, Greece; (G.G.); (E.G.); (I.K.); (E.M.); (P.M.)
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Li H, Fan C, Chen K, Xie H, Yang G, Li H, Ji X, Wu Y, Li M. Brain Activation During Motor Preparation and Execution in Patients with Mild Cognitive Impairment: An fNIRS Study. Brain Sci 2025; 15:333. [PMID: 40338241 PMCID: PMC12025269 DOI: 10.3390/brainsci15040333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/11/2025] [Accepted: 03/17/2025] [Indexed: 05/09/2025] Open
Abstract
Objectives: This study aimed to investigate how motor preparation impacted brain activation in individuals with differing cognitive statuses. Methods: We investigated the cortical activation pattern of 57 individuals with mild cognitive impairment (MCI) and 67 healthy controls (HCs) using functional near-infrared spectroscopy (fNIRS) during prepared walking (PW) and single walking (SW) tasks. The study focused on assessing brain activity in four regions of interest (ROIs): the prefrontal cortex (PFC), primary motor cortex, secondary motor cortex, and parietal lobe. Additionally, we examined the behavioral performance-gait speed-during the tasks, analyzed variations in cortical activation intensity, and conducted correlation analyses between Montreal Cognitive Assessment (MoCA) scores, gait speed, and oxygenation levels. Results: There was no significant difference in gait speed between patients with MCI and HCs. The MCI group exhibited lower activation in the primary motor cortex, secondary motor cortex, and parietal regions compared to HCs during the motor execution stage of PW (q < 0.05, FDR-corrected). Additionally, activation in the primary (r = 0.23, p = 0.02) and secondary motor cortices (r = 0.19, p = 0.04) during the motor execution stage of PW correlated significantly with MoCA scores. Furthermore, brain activity in the PFC (r = 0.22, p = 0.02), primary motor cortex (r = 0.22, p = 0.01), secondary motor cortex (r = 0.20, p = 0.02), and parietal lobe (r = 0.19, p = 0.03) during the motor preparation stage of gait was positively correlated with gait speed. Conclusions: Our results revealed that preparing for motor tasks modulated the neural activation patterns of patients with MCI and HCs without affecting their behavioral performance.
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Affiliation(s)
- Hanfei Li
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (H.L.); (K.C.)
- University of Chinese Academy of Sciences, Beijing 100083, China
| | - Chenyu Fan
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Ke Chen
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (H.L.); (K.C.)
- University of Chinese Academy of Sciences, Beijing 100083, China
| | - Hongyu Xie
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Guohui Yang
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Haozheng Li
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Xiangtong Ji
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Yi Wu
- Department of Rehabilitation Medicine, Huashan Hospital, Fudan University, Shanghai 200032, China; (C.F.); (H.X.); (G.Y.); (H.L.); (X.J.)
| | - Meng Li
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (H.L.); (K.C.)
- University of Chinese Academy of Sciences, Beijing 100083, China
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Shaw JS, Huang PC, Rosenberg PB, Peters ME. Motor symptoms in autopsy-confirmed Alzheimer's disease increase the risk of progression to severe cognitive impairment. Alzheimers Dement 2025; 21:e70039. [PMID: 40145251 PMCID: PMC11947671 DOI: 10.1002/alz.70039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 01/15/2025] [Accepted: 01/31/2025] [Indexed: 03/28/2025]
Abstract
INTRODUCTION Motor symptoms may present throughout the Alzheimer's disease (AD) course. We evaluated the impact of motor symptoms on the risk of progression to severe cognitive impairment, severe neuropsychiatric symptoms (NPSs), and mortality in patients with autopsy-confirmed AD. We also examined the rates of non-AD pathology and identified the predictors of disease progression among these patients. METHODS Data from the National Alzheimer's Coordinating Center (NACC) were used for this analysis. Participants (N = 1167) were required to have autopsy-confirmed AD. RESULTS Motor symptoms were predictive of progression to severe cognitive impairment but not progression to severe NPSs or death. Presenting with gait disturbance and slowness but not falls or tremor was predictive of progression to severe cognitive impairment. Patients with motor symptoms had higher rates of Lewy body disease pathology on autopsy. DISCUSSION Our findings suggest that the presence of motor symptoms in autopsy-confirmed AD, particularly gait disturbance and slowness, are predictive of more rapid cognitive decline. HIGHLIGHTS Clinician-defined motor symptoms in patients with Alzheimer's disease (AD) predicted more rapid progression to severe cognitive impairment but not to severe neuropsychiatric symptoms (NPSs) or death. Among AD patients with motor symptoms, presenting with gait disturbance and slowness was predictive of progression to severe cognitive impairment, whereas presenting with falls and tremor was not predictive of progression to severe cognitive impairment. Patients with motor symptoms, particularly gait disturbance and slowness, had higher rates of comorbid Lewy body disease pathology.
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Affiliation(s)
- Jacob S. Shaw
- Department of Psychiatry and Behavioral Sciences, Division of Geriatric Psychiatry and NeuropsychiatryJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Philip C. Huang
- Department of Psychiatry and Behavioral Sciences, Division of Geriatric Psychiatry and NeuropsychiatryJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Paul B. Rosenberg
- Department of Psychiatry and Behavioral Sciences, Division of Geriatric Psychiatry and NeuropsychiatryJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Matthew E. Peters
- Department of Psychiatry and Behavioral Sciences, Division of Geriatric Psychiatry and NeuropsychiatryJohns Hopkins University School of MedicineBaltimoreMarylandUSA
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Song J, Cho E, Lee H, Lee S, Kim S, Kim J. Development of Neurodegenerative Disease Diagnosis and Monitoring from Traditional to Digital Biomarkers. BIOSENSORS 2025; 15:102. [PMID: 39997004 PMCID: PMC11852611 DOI: 10.3390/bios15020102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 02/03/2025] [Accepted: 02/10/2025] [Indexed: 02/26/2025]
Abstract
Monitoring and assessing the progression of symptoms in neurodegenerative diseases, including Alzheimer's and Parkinson's disease, are critical for improving patient outcomes. Traditional biomarkers, such as cerebrospinal fluid analysis and brain imaging, are widely used to investigate the underlying mechanisms of disease and enable early diagnosis. In contrast, digital biomarkers derived from phenotypic changes-such as EEG, eye movement, gait, and speech analysis-offer a noninvasive and accessible alternative. Leveraging portable and widely available devices, such as smartphones and wearable sensors, digital biomarkers are emerging as a promising tool for ND diagnosis and monitoring. This review highlights the comprehensive developments in digital biomarkers, emphasizing their unique advantages and integration potential alongside traditional biomarkers.
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Affiliation(s)
| | | | | | | | | | - Jinsik Kim
- Department of Biomedical Engineering, College of Life Science and Biotechnology, Dongguk University, Seoul 04620, Republic of Korea; (J.S.); (E.C.); (H.L.); (S.L.); (S.K.)
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Zhou X, Yin W, Huang C, Sun S, Li Z, Li M, Ren M, Tang Y, Yin J, Zheng W, Zhang C, Song Y, Wan K, Sun Y, Zhu X, Sun Z. Distinctive Gait Variations and Neuroimaging Correlates in Alzheimer's Disease and Cerebral Small Vessel Disease. J Cachexia Sarcopenia Muscle 2024; 15:2717-2728. [PMID: 39551947 PMCID: PMC11634515 DOI: 10.1002/jcsm.13616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 08/23/2024] [Accepted: 09/18/2024] [Indexed: 11/19/2024] Open
Abstract
BACKGROUND Both Alzheimer's disease (AD) and cerebral small vessel disease (CSVD) manifest in cognitive impairment and gait disorders. The precise similarities and differences in gait characteristics and underlying neuroimaging mechanisms remain unclear. METHODS A total of 399 participants were enrolled: 132 with probable AD, including 98 with mild cognitive impairment due to AD (AD-MCI) and 34 with AD dementia, and 185 with CSVD and 82 healthy controls. CSVD patients with cognitive impairment, including subcortical vascular mild cognitive impairment (svMCI) and subcortical vascular dementia, were grouped as subcortical vascular cognitive impairment (SVCI). Voxel-based morphology analysis assessed grey matter volume (GMV), while cerebral blood flow (CBF) was derived from 3D-arterial spin labelling data. Gait metrics included the timed up and go (TUG) test, dual-task TUG (DTUG) test, Berg balance scale (BBS), dual-task cost (DTC), step length, gait speed, cadence and coefficient of variation of gait. The relationships among structural and perfusion variations, gait metrics and cognitive function were examined. RESULTS SVCI patients exhibited greater gait impairments and variability than those with AD, while AD patients experienced higher DTC (p < 0.05). These differences were most evident in the MCI stage. In AD, gait speed correlated with GMV in the left middle occipital gyrus (F = 6.149), middle temporal gyrus (F = 4.595), right precuneus (F = 5.174) and other regions (all p < 0.025). In SVCI, gait speed was linked to thalamic GMV (F = 6.004, p < 0.025). Altered CBF in the parietal lobe and precuneus was associated with DTUG (F = 5.672), gait speed (F = 4.347) and BBS (F = 4.153) in AD, while cerebellar CBF related to TUG (F = 6.042), DTUG (F = 4.857) and BBS (F = 7.097) in SVCI (all p < 0.025). In AD-MCI, memory mediated the effect of hippocampal volume on DTC (indirect effect: -2.432, 95% CI [-5.503, -0.438]), while executive function (indirect effect: -2.920, 95% CI [-7.227, -0.695]) and processing speed (indirect effect: -2.286, 95% CI [-5.174, -0.484]) mediated the effect on DTUG. In svMCI, executive function mediated the effect of thalamic volume on step length (indirect effect: 2.309, 95% CI [0.486, 4.685]) and gait speed (indirect effect: 2.029, 95% CI [0.142, 4.588]), while processing speed mediated the effect on step length (indirect effect: 1.777, 95% CI [0.311, 4.021]). CONCLUSIONS Different gait disorder characteristics and mechanisms were observed in AD and CSVD patients. In AD, gait is associated with volume/perfusion in posterior brain regions, whereas in SVCI, it relates to thalamic volume and cerebellar perfusion. Cognitive impairment mediates the effect of hippocampal and thalamic volumes on gait in AD-MCI and svMCI, respectively.
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Affiliation(s)
- Xia Zhou
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Wen‐Wen Yin
- Department of Rehabilitation MedicineThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Chao‐Juan Huang
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Si‐Lu Sun
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Zhi‐Wei Li
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Ming‐Xu Li
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Meng‐Meng Ren
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Ya‐Ting Tang
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Jia‐Bin Yin
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Wen‐Hui Zheng
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Chao Zhang
- Department of NeurologyThe First Affiliated Hospital of USTCHefeiChina
| | - Yu Song
- Department of RadiologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Ke Wan
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Yue Sun
- Department of NeurologyThe Second Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Xiao‐Qun Zhu
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
| | - Zhong‐Wu Sun
- Department of NeurologyThe First Affiliated Hospital of Anhui Medical UniversityHefeiChina
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Oppermann J, Tschentscher V, Welzel J, Geritz J, Hansen C, Gold R, Maetzler W, Scherbaum R, Tönges L. Clinical and device-based predictors of improved experience of activities of daily living after a multidisciplinary inpatient treatment for people with Parkinson's disease: a cohort study. Ther Adv Neurol Disord 2024; 17:17562864241277157. [PMID: 39328922 PMCID: PMC11425784 DOI: 10.1177/17562864241277157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 08/01/2024] [Indexed: 09/28/2024] Open
Abstract
Background The inpatient Parkinson's Disease Multimodal Complex Treatment (PD-MCT) is an important therapeutical approach to improving gait and activities of daily living (ADL) of people with PD (PwP). Wearable device-based parameters (DBP) are new options for specific gait analyses toward individualized treatments. Objectives We sought to identify predictors of perceived ADL benefit taking clinical scores and DBP into account. Additionally, we analyzed DBP and clinical scores before and after PD-MCT. Design Exploratory observational cohort study. Methods Clinical scores and DBP of 56 PwP (mean age: 66.3 years, median Hoehn and Yahr (H&Y) stage: 2.5) were examined at the start and the end of a 14-day inpatient PD-MCT in a German University Medical Center. Participants performed four straight walking tasks under single- and dual-task conditions for gait analyses. Additionally, clinical scores of motor and nonmotor functions and quality of life (QoL) were assessed. Using dichotomized data of change in Movement Disorders Society Unified Parkinson's Disease Rating Scale Part II (MDS-UPDRS II) as a dependent variable and clinical and DBP as independent variables, a binomial logistic regression model was implemented. Results Young age, high perceived ADL impairment at baseline, high dexterity skills, and a steady gait were significant predictors of ADL benefit after PD-MCT. DBP like gait speed, number of steps, step time, stance time, and double limb support time were improved after PD-MCT. In addition, motor functions (e.g., MDS-UPDRS III and IV), QoL, perceived ADL (MDS-UPDRS II), and experience of nonmotor functions (MDS-UPDRS I) improved significantly. Conclusion The logistic regression model identified a group of PwP who had the most probable perceived ADL benefit after PD-MCT. Additionally, gait improved toward a faster and more dynamic gait. Using wearable technology in context of PD-MCT is promising to offer more personalized therapeutical concepts. Trial registration German Clinical Trial Register, https://drks.de; DRKS00020948 number, 30 March 2020, retrospectively registered.
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Affiliation(s)
- Judith Oppermann
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Vera Tschentscher
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Julius Welzel
- Department of Neurology, Kiel University, Kiel, Germany
| | | | - Clint Hansen
- Department of Neurology, Kiel University, Kiel, Germany
| | - Ralf Gold
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Bochum, Germany
- Neurodegeneration Research, Protein Research Unit Ruhr (PURE), Ruhr University Bochum, Bochum, Germany
| | | | - Raphael Scherbaum
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Gudrunstr. 56, Bochum D-44791, Germany
| | - Lars Tönges
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Bochum, Germany
- Neurodegeneration Research, Protein Research Unit Ruhr (PURE), Ruhr University Bochum, Bochum, Germany
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10
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Ordoobadi AJ, Dhanani H, Tulebaev SR, Salim A, Cooper Z, Jarman MP. Risk of Dementia Diagnosis After Injurious Falls in Older Adults. JAMA Netw Open 2024; 7:e2436606. [PMID: 39348117 PMCID: PMC11443352 DOI: 10.1001/jamanetworkopen.2024.36606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 08/03/2024] [Indexed: 10/01/2024] Open
Abstract
Importance Emerging evidence suggests that mild cognitive impairment, which is a precursor to Alzheimer disease and related dementias (ADRD), places older adults at increased risk for falls. However, the risk that an older adult develops dementia after experiencing a fall is unknown. Objective To determine the risk of new ADRD diagnosis after a fall in older adults. Design, Setting, and Participants This retrospective cohort study examined Medicare Fee-for-Service data from 2014 to 2015, with follow-up data available for at least 1 year after the index encounter. Participants included adults aged 66 years and older who experienced a traumatic injury that resulted in an emergency department (ED) or inpatient encounter and did not have a preexisting diagnosis of dementia. Data analysis was performed from August 2023 to July 2024. Exposures Experiencing a fall compared with other mechanisms of injury, defined by International Classification of Diseases, Ninth Revision (ICD-9) and ICD-10 external cause of injury codes. Main Outcomes and Measures The hazard of new ADRD diagnosis within 1 year of a fall, assessed by performing a Cox multivariable competing risk model that controlled for potential confounders while accounting for the competing risk of death. Results The study included 2 453 655 older adult patients who experienced a traumatic injury; 1 522 656 (62.1%) were female; 124 396 (5.1%) were Black and 2 232 102 (91.0%) were White; and the mean (SD) age was 78.1 (8.1) years. The mechanism of injury was a fall in 1 228 847 incidents (50.1%). ADRD was more frequently diagnosed within 1 year of a fall compared with other injury mechanisms (10.6% [129 910 of 1 228 847] vs 6.1% [74 799 of 1 224 808]; P < .001). The unadjusted hazard ratio (HR) of incident dementia diagnosis after a fall was 1.63 (95% CI, 1.61-1.64; P < .001). On multivariable Cox competing risk analysis, falling was independently associated with an increased risk of dementia diagnosis among older adults (HR, 1.21 [95% CI, 1.20-1.21]; P < .001) after controlling for patient demographics, medical comorbidities, and injury characteristics, while accounting for the competing risk of death. Among the subset of older adults without a recent skilled nursing facility admission, the HR was 1.27 (95% CI, 1.26-1.28; P < .001). Conclusions and Relevance In this cohort study, new ADRD diagnoses were more common after falls compared with other mechanisms of injury, with 10.6% of older adults being diagnosed with ADRD in the first year after a fall. To improve the early identification of ADRD, this study's findings suggest support for the implementation of cognitive screening in older adults who experience an injurious fall that results in an ED visit or hospital admission.
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Affiliation(s)
- Alexander J. Ordoobadi
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Center for Surgery and Public Health, Brigham and Women’s Hospital, Boston, Massachusetts
- The Gillian Reny Stepping Strong Center for Trauma Innovation, Boston, Massachusetts
| | - Hiba Dhanani
- Center for Surgery and Public Health, Brigham and Women’s Hospital, Boston, Massachusetts
- Department of Surgery, Baystate Medical Center, Springfield, Massachusetts
| | - Samir R. Tulebaev
- Division of Aging, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Ali Salim
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Center for Surgery and Public Health, Brigham and Women’s Hospital, Boston, Massachusetts
- The Gillian Reny Stepping Strong Center for Trauma Innovation, Boston, Massachusetts
| | - Zara Cooper
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Center for Surgery and Public Health, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Molly P. Jarman
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Center for Surgery and Public Health, Brigham and Women’s Hospital, Boston, Massachusetts
- The Gillian Reny Stepping Strong Center for Trauma Innovation, Boston, Massachusetts
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11
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De Sanctis P, Mahoney JR, Wagner J, Blumen HM, Mowrey W, Ayers E, Schneider C, Orellana N, Molholm S, Verghese J. Linking Dementia Pathology and Alteration in Brain Activation to Complex Daily Functional Decline During the Preclinical Dementia Stages: Protocol for a Prospective Observational Cohort Study. JMIR Res Protoc 2024; 13:e56726. [PMID: 38842914 PMCID: PMC11190628 DOI: 10.2196/56726] [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: 01/30/2024] [Revised: 02/07/2024] [Accepted: 02/20/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Progressive difficulty in performing everyday functional activities is a key diagnostic feature of dementia syndromes. However, not much is known about the neural signature of functional decline, particularly during the very early stages of dementia. Early intervention before overt impairment is observed offers the best hope of reducing the burdens of Alzheimer disease (AD) and other dementias. However, to justify early intervention, those at risk need to be detected earlier and more accurately. The decline in complex daily function (CdF) such as managing medications has been reported to precede impairment in basic activities of daily living (eg, eating and dressing). OBJECTIVE Our goal is to establish the neural signature of decline in CdF during the preclinical dementia period. METHODS Gait is central to many CdF and community-based activities. Hence, to elucidate the neural signature of CdF, we validated a novel electroencephalographic approach to measuring gait-related brain activation while participants perform complex gait-based functional tasks. We hypothesize that dementia-related pathology during the preclinical period activates a unique gait-related electroencephalographic (grEEG) pattern that predicts a subsequent decline in CdF. RESULTS We provide preliminary findings showing that older adults reporting CdF limitations can be characterized by a unique gait-related neural signature: weaker sensorimotor and stronger motor control activation. This subsample also had smaller brain volume and white matter hyperintensities in regions affected early by dementia and engaged in less physical exercise. We propose a prospective observational cohort study in cognitively unimpaired older adults with and without subclinical AD (plasma amyloid-β) and vascular (white matter hyperintensities) pathologies. We aim to (1) establish the unique grEEG activation as the neural signature and predictor of decline in CdF during the preclinical dementia period; (2) determine associations between dementia-related pathologies and incidence of the neural signature of CdF; and (3) establish associations between a dementia risk factor, physical inactivity, and the neural signature of CdF. CONCLUSIONS By establishing the clinical relevance and biological basis of the neural signature of CdF decline, we aim to improve prediction during the preclinical stages of ADs and other dementias. Our approach has important research and translational implications because grEEG protocols are relatively inexpensive and portable, and predicting CdF decline may have real-world benefits. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/56726.
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Affiliation(s)
- Pierfilippo De Sanctis
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Pediatrics, Cognitive Neurophysiology Laboratory, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Jeannette R Mahoney
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Johanna Wagner
- Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California, San Diego, La Jolla, CA, United States
| | - Helena M Blumen
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Medicine (Geriatrics), Albert Einstein College of Medicine, Bronx, NY, United States
| | - Wenzhu Mowrey
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Emmeline Ayers
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Claudia Schneider
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Natasha Orellana
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Sophie Molholm
- Department of Pediatrics, Cognitive Neurophysiology Laboratory, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Joe Verghese
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Medicine (Geriatrics), Albert Einstein College of Medicine, Bronx, NY, United States
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12
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Yang M, Wang Y, Tian C, Liu H, Yang Q, Hu X, Liu W. Development and External Validation of a Gait Test Based Diagnostic Model for Detecting Mild Cognitive Impairment. Arch Phys Med Rehabil 2024; 105:930-938. [PMID: 38163531 DOI: 10.1016/j.apmr.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 11/14/2023] [Accepted: 12/14/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVE To address the lack of large-scale screening tools for mild cognitive impairment (MCI), this study aimed to assess the discriminatory ability of several gait tests for MCI and develop a screening tool based on gait test for MCI. DESIGN A diagnostic case-control test. SETTING The general community. PARTICIPANTS We recruited 134 older adults (≥65 years) for the derivation sample, comprising -69 individuals in the cognitively normal group and -65 in the MCI group (N=134). An additional 70 participants were enrolled for the validation sample. INTERVENTIONS All participants completed gait tests consisting of a single task (ST) and 3 dual tasks (DTs): counting backwards, serial subtractions 7, and naming animals. MAIN OUTCOME MEASURES Binary logistic regression analyses were used to develop models, and the efficacy of each model was assessed using receiver operating characteristic (ROC) curve and area under the curve (AUC). The best effective model was the final diagnostic model and validated using ROC curve and calibration curve. RESULTS The DT gait test incorporating serial subtractions 7 as the cognitive task demonstrated the highest efficacy with the AUC of 0.906 and the accuracy of 0.831 in detecting MCI with "years of education" being adjusted. Furthermore, the model exhibited consistent performance across different age and sex groups. In external validation, the model displayed robust discrimination (AUC=0.913) and calibration (calibrated intercept=-0.062, slope=1.039). CONCLUSIONS The DT gait test incorporating serial subtractions 7 as the cognitive task demonstrated robust discriminate ability for MCI. This test holds the potential to serve as a large-scale screening tool for MCI, aids in the early detection and intervention of cognitive impairment in older adults.
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Affiliation(s)
- Mengshu Yang
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yuxin Wang
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Chong Tian
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| | - Huibin Liu
- School of Integrated Circuits, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qing Yang
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xiuzhen Hu
- Community Health Service Center, Eight Ji Fu Street, Qing Shan District, Wuhan, Hubei, China
| | - Weizhong Liu
- School of Integrated Circuits, Huazhong University of Science and Technology, Wuhan, Hubei, China
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13
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Andreoletti M, Haller L, Vayena E, Blasimme A. Mapping the ethical landscape of digital biomarkers: A scoping review. PLOS DIGITAL HEALTH 2024; 3:e0000519. [PMID: 38753605 PMCID: PMC11098308 DOI: 10.1371/journal.pdig.0000519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 04/22/2024] [Indexed: 05/18/2024]
Abstract
In the evolving landscape of digital medicine, digital biomarkers have emerged as a transformative source of health data, positioning them as an indispensable element for the future of the discipline. This necessitates a comprehensive exploration of the ethical complexities and challenges intrinsic to this cutting-edge technology. To address this imperative, we conducted a scoping review, seeking to distill the scientific literature exploring the ethical dimensions of the use of digital biomarkers. By closely scrutinizing the literature, this review aims to bring to light the underlying ethical issues associated with the development and integration of digital biomarkers into medical practice.
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Affiliation(s)
- Mattia Andreoletti
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Luana Haller
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Effy Vayena
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Alessandro Blasimme
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
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14
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Saini M, Subramanian MS, Rao AR, Thakral M, Singh V, Chakrawarty A, Chatterjee P, Dey AB. Gait Parameters Change can be an Early Marker of Cognitive Impairment. Neurol India 2024; 72:603-609. [PMID: 39041980 DOI: 10.4103/ni.ni_148_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 12/17/2022] [Indexed: 07/24/2024]
Abstract
BACKGROUND AND OBJECTIVE Gait impairment leads to increased dependence, morbidity, institutionalization, and mortality in older people. We intended to assess gait parameters with the continuum of cognitive impairment and observe variation with the severity of cognitive impairment. MATERIALS AND METHODS This cross-sectional, observational study was conducted at the memory clinic of a tertiary care center. One hundred and twelve subjects were recruited, and cognition was assessed by the Clinical Dementia Rating scale. Usual gait was assessed by a 6-m walk test, and the dynamic gait was assessed using Biodex Gait Trainer™. Apart from crude analysis, adjusted linear regression was used to find the association of spatiotemporal gait parameters with cognitive decline. RESULTS Subjects were divided into subjective cognitive decline (SCD; n = 38), mild cognitive impairment (MCI; n = 40), and major neurocognitive disorder (MNCD; n = 34) groups. History of falls (23.7% vs. 30.0% vs. 67.7%, P < 0.001) and impaired activities of daily living (ADLs) (5.3% vs. 15.0% vs. 100%, P < 0.001) were significantly higher with cognitive decline. Age- and gender-adjusted regression analysis revealed that usual gait speed (0.8 vs. 0.6 vs. 0.5, P < 0.001) (m/s), total time (3.9 vs. 2.9 vs. 2.6, P = 0.022) (min), total distance (65.6 vs. 55.8 vs. 46.6, P = 0.025) (m), step cycle time (0.6 vs. 0.8 vs. 0.8, P = 0.020) (cycles/s), and step lengths were significant. CONCLUSION Gait speed and other parameters worsened with increasing cognitive impairment. Changes in gait parameters might be a useful marker of declining cognition, though a long-term follow-up study is required to establish this association. Early intervention could be beneficial in preserving autonomy in patients with cognitive impairment.
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Affiliation(s)
- Mamta Saini
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | | | - Abhijith R Rao
- Fellow in Geriatric Oncology, Department of Medical Oncology, Tata Memorial Centre, Mumbai
| | - Meenal Thakral
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Vishwajeet Singh
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Avinash Chakrawarty
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Prasun Chatterjee
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Aparajit B Dey
- Department of Geriatric Medicine, All India Institute of Medical Sciences (AIIMS), New Delhi, India
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15
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Fujita K, Sugimoto T, Noma H, Kuroda Y, Matsumoto N, Uchida K, Kishino Y, Sakurai T. Postural Control Characteristics in Alzheimer's Disease, Dementia With Lewy Bodies, and Vascular Dementia. J Gerontol A Biol Sci Med Sci 2024; 79:glae061. [PMID: 38412449 PMCID: PMC10949438 DOI: 10.1093/gerona/glae061] [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: 08/29/2023] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND Dementia often results in postural control impairment, which could signify central nervous system dysfunction. However, no studies have compared postural control characteristics among various types of dementia. This study aimed to compare static postural control in patients with Alzheimer's disease (AD), dementia with Lewy bodies (DLB), and vascular dementia (VaD). METHODS Cross-sectional relationship between the clinical diagnoses (AD, DLB, VaD, or normal cognition [NC]) of outpatients at a memory clinic and their upright postural control characteristics were examined. In the postural control test, participants were instructed to maintain a static upright standing on a stabilometer for 60 seconds under the eyes-open and eyes-closed conditions. Forty postural control parameters, including distance, position, and velocity in the anterior-posterior and medio-lateral directions, derived from the trajectory of the center of mass sway, were calculated. The characteristics of each type of dementia were compared to those of NC, and the differences among the 3 types of dementia were evaluated using linear regression models. RESULTS The study included 1 789 participants (1 206 with AD, 111 with DLB, 49 with VaD, and 423 with NC). Patients with AD exhibited distinct postural control characteristics, particularly in some distance and velocity parameters, only in the eyes-closed condition. Those with DLB exhibited features in the mean position in the anterior-posterior direction. In patients with VaD, significant differences were observed in most parameters, except the power spectrum. CONCLUSIONS Patients with AD, DLB, and VaD display disease-specific postural control characteristics when compared to cognitively normal individuals.
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Affiliation(s)
- Kosuke Fujita
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
- Japan Society for the Promotion of Science, Kojimachi, Chiyoda, Tokyo, Japan
| | - Taiki Sugimoto
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
| | - Hisashi Noma
- Department of Data Science, Institute of Statistical Mathematics, Midori-cho, Tachikawa, Tokyo, Japan
| | - Yujiro Kuroda
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
| | - Nanae Matsumoto
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
| | - Kazuaki Uchida
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, Tomogaoka, Suma, Kobe, Hyogo, Japan
| | - Yoshinobu Kishino
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
- Department of Cognition and Behavior Science, Nagoya University Graduate School of Medicine, Furo, Chikusa, Nagoya, Aichi, Japan
| | - Takashi Sakurai
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Morioka, Obu, Aichi, Japan
- Department of Cognition and Behavior Science, Nagoya University Graduate School of Medicine, Furo, Chikusa, Nagoya, Aichi, Japan
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Sayyid ZN, Wang H, Cai Y, Gross AL, Swenor BK, Deal JA, Lin FR, Wanigatunga AA, Dougherty RJ, Tian Q, Simonsick EM, Ferrucci L, Schrack JA, Resnick SM, Agrawal Y. Sensory and motor deficits as contributors to early cognitive impairment. Alzheimers Dement 2024; 20:2653-2661. [PMID: 38375574 PMCID: PMC11032563 DOI: 10.1002/alz.13715] [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: 07/17/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 02/21/2024]
Abstract
INTRODUCTION Age-related sensory and motor impairment are associated with risk of dementia. No study has examined the joint associations of multiple sensory and motor measures on prevalence of early cognitive impairment (ECI). METHODS Six hundred fifty participants in the Baltimore Longitudinal Study of Aging completed sensory and motor function tests. The association between sensory and motor function and ECI was examined using structural equation modeling with three latent factors corresponding to multisensory, fine motor, and gross motor function. RESULTS The multisensory, fine, and gross motor factors were all correlated (r = 0.74 to 0.81). The odds of ECI were lower for each additional unit improvement in the multisensory (32%), fine motor (30%), and gross motor factors (12%). DISCUSSION The relationship between sensory and motor impairment and emerging cognitive impairment may guide future intervention studies aimed at preventing and/or treating ECI. HIGHLIGHTS Sensorimotor function and early cognitive impairment (ECI) prevalence were assessed via structural equation modeling. The degree of fine and gross motor function is associated with indicators of ECI. The degree of multisensory impairment is also associated with indicators of ECI.
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Affiliation(s)
- Zahra N. Sayyid
- Department of Otolaryngology‐Head and Neck SurgeryJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Hang Wang
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Center on Aging and HealthJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Yurun Cai
- Department of Health and Community SystemsUniversity of Pittsburgh School of NursingPittsburghPennsylvaniaUSA
| | - Alden L. Gross
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Center on Aging and HealthJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Bonnielin K. Swenor
- The Johns Hopkins School of NursingBaltimoreMarylandUSA
- The Johns Hopkins Disability Health Research Center, Johns Hopkins UniversityBaltimoreMarylandUSA
| | - Jennifer A. Deal
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Cochlear Center for Hearing and Public Health, Johns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Frank R. Lin
- Department of Otolaryngology‐Head and Neck SurgeryJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Cochlear Center for Hearing and Public Health, Johns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Amal A. Wanigatunga
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Center on Aging and HealthJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Ryan J. Dougherty
- Department of NeurologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Qu Tian
- Intramural Research Program, National Institute on Aging, BaltimoreBaltimoreMarylandUSA
| | - Eleanor M. Simonsick
- Intramural Research Program, National Institute on Aging, BaltimoreBaltimoreMarylandUSA
| | - Luigi Ferrucci
- Intramural Research Program, National Institute on Aging, BaltimoreBaltimoreMarylandUSA
| | - Jennifer A. Schrack
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Center on Aging and HealthJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Susan M. Resnick
- Intramural Research Program, National Institute on Aging, BaltimoreBaltimoreMarylandUSA
| | - Yuri Agrawal
- Department of Otolaryngology‐Head and Neck SurgeryJohns Hopkins School of MedicineBaltimoreMarylandUSA
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17
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Pawlaczyk NA, Milner R, Szmytke M, Kiljanek B, Bałaj B, Wypych A, Lewandowska M. Medial Temporal Lobe Atrophy in Older Adults With Subjective Cognitive Impairments Affects Gait Parameters in the Spatial Navigation Task. J Aging Phys Act 2024; 32:185-197. [PMID: 37989135 DOI: 10.1123/japa.2022-0335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 07/05/2023] [Accepted: 08/21/2023] [Indexed: 11/23/2023]
Abstract
Both navigation abilities and gait can be affected by the atrophy in the medial temporal cortex. This study aimed to determine whether navigation abilities could differentiate seniors with and without medial temporal lobe atrophy who complained about their cognitive status. The participants, classified to either the medial temporal atrophy group (n = 23) or the control group (n = 22) underwent neuropsychological assessment and performed a spatial navigation task while their gait parameters were recorded. The study showed no significant differences between the two groups in memory, fluency, and semantic knowledge or typical measures of navigating abilities. However, gait parameters, particularly the propulsion index during certain phases of the navigation task, distinguished between seniors with and without medial temporal lobe lesions. These findings suggest that the gait parameters in the navigation task may be a valuable tool for identifying seniors with cognitive complaints and subtle medial temporal atrophy.
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Affiliation(s)
- Natalia Anna Pawlaczyk
- Faculty of Philosophy and Social Sciences, Institute of Psychology, Nicolaus Copernicus University in Torun, Torun, Poland
| | - Rafał Milner
- Faculty of Philosophy and Social Sciences, Institute of Psychology, Nicolaus Copernicus University in Torun, Torun, Poland
| | | | - Bartłomiej Kiljanek
- Faculty of Philosophy and Social Sciences, Institute of Psychology, Nicolaus Copernicus University in Torun, Torun, Poland
| | - Bibianna Bałaj
- Faculty of Philosophy and Social Sciences, Institute of Psychology, Nicolaus Copernicus University in Torun, Torun, Poland
| | - Aleksandra Wypych
- Center for Modern Interdisciplinary Technologies, Nicolaus Copernicus University in Torun, Torun, Poland
| | - Monika Lewandowska
- Faculty of Philosophy and Social Sciences, Institute of Psychology, Nicolaus Copernicus University in Torun, Torun, Poland
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18
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Skow LF, Sharrett AR, Gottesman RF, Coresh J, Deal JA, Palta P, Sullivan KJ, Griswold ME, Schrack JA, Windham BG. Mid-Life Vascular Risk and Rate of Physical Function Decline Among Older Adults: The Atherosclerosis Risk in Communities (ARIC) Study. J Gerontol A Biol Sci Med Sci 2024; 79:glad210. [PMID: 37659100 PMCID: PMC10809050 DOI: 10.1093/gerona/glad210] [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: 04/03/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND Physical function and its decline in older age may be connected to treatable vascular risk factors in mid-life. This study aimed to evaluate whether these factors affect the underlying rate of decline. METHODS This prospective cohort included 5 481 older adults aged 67-91 in the Atherosclerosis Risk in Communities Study (mean [standard deviation {SD}] age = 75.8 [5.0], 58% women, 21% Black race) without a history of stroke. The main outcome was the rate of Short Physical Performance Battery (SPPB) decline over a median late-life follow-up of 4.8 years. Primary mid-life (aged 45-64) exposures were Visit 1 hypertension (>140/90 mm Hg or treatment), diabetes (>126 mg/dL or treatment), high cholesterol (>240 mg/dL or treatment), and smoking, and number of decades of vascular risk exposure across Visits 1-4. RESULTS The average adjusted rate of SPPB decline (points per 5 years) for older adults was -0.79 (confidence interval [CI]: -0.87, 0.71) and was accelerated by mid-life hypertension (+57% decline vs normotension: additional decline of -0.47, 95% CI: -0.64, -0.30), diabetes (+73% decline vs no diabetes: additional decline of -0.67, 95% CI: -1.09, -0.24), elevated systolic blood pressure (+17% decline per SD: -0.16, 95% CI: -0.23, -0.10), and elevated fasting blood glucose (+16% decline per SD: -0.015, 95% CI: -0.24, -0.06). Each decade greater mid-life exposure to hypertension (+32% decline: -0.93, 95% CI: -1.25, -0.61) and diabetes (+35% decline: -1.03, 95% CI: -1.68, -0.38) was associated with faster SPPB decline. CONCLUSIONS Mid-life control of blood pressure and diabetes may offset aging-related functional decline.
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Affiliation(s)
- Laura F Skow
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland, USA
| | - A Richey Sharrett
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland, USA
| | - Rebecca F Gottesman
- National Institute of Neurological Disorders and Stroke Intramural Research Program, National Institutes of Health, Bethesda, Maryland, USA
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland, USA
| | - Jennifer A Deal
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland, USA
| | - Priya Palta
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kevin J Sullivan
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, Department of Medicine, Division of Geriatric Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Michael E Griswold
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, Department of Medicine, Division of Geriatric Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Jennifer A Schrack
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland, USA
| | - B Gwen Windham
- Memory Impairment and Neurodegenerative Dementia (MIND) Center, Department of Medicine, Division of Geriatric Medicine, University of Mississippi Medical Center, Jackson, Mississippi, USA
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19
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Hao W, Shan YF, Kimura T, Ukawa S, Ohira H, Okabayashi S, Wakai K, Ando M, Tamakoshi A. Dual decline in subjective gait speed and domain-specific cognition is associated with higher risk of incident dementia in older Japanese adults: A 15-year age-specific cohort study. Arch Gerontol Geriatr 2024; 117:105254. [PMID: 37952420 DOI: 10.1016/j.archger.2023.105254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/16/2023] [Accepted: 10/29/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVES Dual decline in gait speed and cognition has been found to have higher dementia risk than no decline or pure decline. However, evidence from the Asian population is lacking. Therefore, we aimed to investigate the association of dual decline from age 65 to 70 years with late-life dementia in older Japanese adults with different personal characteristics. METHODS Data were collected from an age-specific cohort study conducted in 482 Japanese 65-year-old adults. We investigated participant demographics, medical histories, lifestyles, subjective gait speed, and cognition at both 64/65 and 70/71 years old, and confirmed dementia until age of 85 years. Cox proportion hazard models were used to estimate the risk of dementia, with adjustments for covariates, and death was treated as a competing risk. RESULTS After a mean follow-up period of 12.5-years, 111 participants developed dementia. Older adults with dual decline are more likely to have hyperlipidemia, diabetes, and smoking habits. And we found that dual decline in gait speed and domain-specific cognition was associated with a higher risk of dementia compared with no decline in most cognitive tests, with the highest risk observed for gait speed combined with memory (sub-distribution hazard ratio:3.89, 95 %, confidence intervals: [1.68-9.01]). However, significant differences only existed in men after stratification by sex. CONCLUSIONS A dual decline in subjective gait speed and cognition may serve as a robust predictor of dementia over a decade prior to its onset, particularly in men. These findings highlighted the importance of screening for dual decline at an early age.
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Affiliation(s)
- Wen Hao
- Department of Public Health, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Yi-Fan Shan
- Department of Public Health, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan; First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Takashi Kimura
- Department of Public Health, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Shigekazu Ukawa
- Department of Social Welfare Science and Clinical Psychology, Graduate School of Human Life and Ecology, Osaka Metropolitan University, Osaka, Japan
| | - Hideki Ohira
- Department of Psychology, Graduate School of Informatics, Nagoya University, Nagoya, Japan
| | - Satoe Okabayashi
- Agency for Health, Safety and Environment, Kyoto University, Kyoto, Japan
| | - Kenji Wakai
- Department of Preventive Medicine, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Masahiko Ando
- Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya, Japan
| | - Akiko Tamakoshi
- Department of Public Health, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
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20
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Faakye J, Nyúl-Tóth Á, Muranyi M, Gulej R, Csik B, Shanmugarama S, Tarantini S, Negri S, Prodan C, Mukli P, Yabluchanskiy A, Conley S, Toth P, Csiszar A, Ungvari Z. Preventing spontaneous cerebral microhemorrhages in aging mice: a novel approach targeting cellular senescence with ABT263/navitoclax. GeroScience 2024; 46:21-37. [PMID: 38044400 PMCID: PMC10828142 DOI: 10.1007/s11357-023-01024-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 11/20/2023] [Indexed: 12/05/2023] Open
Abstract
Emerging evidence from both clinical and preclinical studies underscores the role of aging in potentiating the detrimental effects of hypertension on cerebral microhemorrhages (CMHs, or cerebral microbleeds). CMHs progressively impair neuronal function and contribute to the development of vascular cognitive impairment and dementia. There is growing evidence showing accumulation of senescent cells within the cerebral microvasculature during aging, which detrimentally affects cerebromicrovascular function and overall brain health. We postulated that this build-up of senescent cells renders the aged cerebral microvasculature more vulnerable, and consequently, more susceptible to CMHs. To investigate the role of cellular senescence in CMHs' pathogenesis, we subjected aged mice, both with and without pre-treatment with the senolytic agent ABT263/Navitoclax, and young control mice to hypertension via angiotensin-II and L-NAME administration. The aged cohort exhibited a markedly earlier onset, heightened incidence, and exacerbated neurological consequences of CMHs compared to their younger counterparts. This was evidenced through neurological examinations, gait analysis, and histological assessments of CMHs in brain sections. Notably, the senolytic pre-treatment wielded considerable cerebromicrovascular protection, effectively delaying the onset, mitigating the incidence, and diminishing the severity of CMHs. These findings hint at the potential of senolytic interventions as a viable therapeutic avenue to preempt or alleviate the consequences of CMHs linked to aging, by counteracting the deleterious effects of senescence on brain microvasculature.
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Affiliation(s)
- Janet Faakye
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Ádám Nyúl-Tóth
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Mihaly Muranyi
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Rafal Gulej
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Boglarka Csik
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
| | - Santny Shanmugarama
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Stefano Tarantini
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary
- Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK, USA
| | - Sharon Negri
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Calin Prodan
- Veterans Affairs Medical Center, Oklahoma City, OK, USA
- Department of Neurology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Peter Mukli
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Andriy Yabluchanskiy
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Shannon Conley
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Department of Cell Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Peter Toth
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Department of Neurosurgery, Medical School, University of Pecs, Pecs, Hungary
| | - Anna Csiszar
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
- Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK, USA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Translational Medicine, Semmelweis University, Budapest, Hungary
| | - Zoltan Ungvari
- Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine, Department of Public Health, Semmelweis University, Budapest, Hungary.
- Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK, USA.
- Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, USA.
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21
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Tuena C, Pupillo C, Stramba-Badiale C, Stramba-Badiale M, Riva G. Predictive power of gait and gait-related cognitive measures in amnestic mild cognitive impairment: a machine learning analysis. Front Hum Neurosci 2024; 17:1328713. [PMID: 38348371 PMCID: PMC10859484 DOI: 10.3389/fnhum.2023.1328713] [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: 11/07/2023] [Accepted: 12/20/2023] [Indexed: 02/15/2024] Open
Abstract
Introduction Gait disorders and gait-related cognitive tests were recently linked to future Alzheimer's Disease (AD) dementia diagnosis in amnestic Mild Cognitive Impairment (aMCI). This study aimed to evaluate the predictive power of gait disorders and gait-related neuropsychological performances for future AD diagnosis in aMCI through machine learning (ML). Methods A sample of 253 aMCI (stable, converter) individuals were included. We explored the predictive accuracy of four predictors (gait profile plus MMSE, DSST, and TMT-B) previously identified as critical for the conversion from aMCI to AD within a 36-month follow-up. Supervised ML algorithms (Support Vector Machine [SVM], Logistic Regression, and k-Nearest Neighbors) were trained on 70% of the dataset, and feature importance was evaluated for the best algorithm. Results The SVM algorithm achieved the best performance. The optimized training set performance achieved an accuracy of 0.67 (sensitivity = 0.72; specificity = 0.60), improving to 0.70 on the test set (sensitivity = 0.79; specificity = 0.52). Feature importance revealed MMSE as the most important predictor in both training and testing, while gait type was important in the testing phase. Discussion We created a predictive ML model that is capable of identifying aMCI at high risk of AD dementia within 36 months. Our ML model could be used to quickly identify individuals at higher risk of AD, facilitating secondary prevention (e.g., cognitive and/or physical training), and serving as screening for more expansive and invasive tests. Lastly, our results point toward theoretically and practically sound evidence of mind and body interaction in AD.
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Affiliation(s)
- Cosimo Tuena
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Chiara Pupillo
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Chiara Stramba-Badiale
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Marco Stramba-Badiale
- Department of Geriatrics and Cardiovascular Medicine, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giuseppe Riva
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Humane Technology Lab, Università Cattolica del Sacro Cuore, Milan, Italy
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22
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Rykov YG, Patterson MD, Gangwar BA, Jabar SB, Leonardo J, Ng KP, Kandiah N. Predicting cognitive scores from wearable-based digital physiological features using machine learning: data from a clinical trial in mild cognitive impairment. BMC Med 2024; 22:36. [PMID: 38273340 PMCID: PMC10809621 DOI: 10.1186/s12916-024-03252-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/09/2024] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Continuous assessment and remote monitoring of cognitive function in individuals with mild cognitive impairment (MCI) enables tracking therapeutic effects and modifying treatment to achieve better clinical outcomes. While standardized neuropsychological tests are inconvenient for this purpose, wearable sensor technology collecting physiological and behavioral data looks promising to provide proxy measures of cognitive function. The objective of this study was to evaluate the predictive ability of digital physiological features, based on sensor data from wrist-worn wearables, in determining neuropsychological test scores in individuals with MCI. METHODS We used the dataset collected from a 10-week single-arm clinical trial in older adults (50-70 years old) diagnosed with amnestic MCI (N = 30) who received a digitally delivered multidomain therapeutic intervention. Cognitive performance was assessed before and after the intervention using the Neuropsychological Test Battery (NTB) from which composite scores were calculated (executive function, processing speed, immediate memory, delayed memory and global cognition). The Empatica E4, a wrist-wearable medical-grade device, was used to collect physiological data including blood volume pulse, electrodermal activity, and skin temperature. We processed sensors' data and extracted a range of physiological features. We used interpolated NTB scores for 10-day intervals to test predictability of scores over short periods and to leverage the maximum of wearable data available. In addition, we used individually centered data which represents deviations from personal baselines. Supervised machine learning was used to train models predicting NTB scores from digital physiological features and demographics. Performance was evaluated using "leave-one-subject-out" and "leave-one-interval-out" cross-validation. RESULTS The final sample included 96 aggregated data intervals from 17 individuals. In total, 106 digital physiological features were extracted. We found that physiological features, especially measures of heart rate variability, correlated most strongly to the executive function compared to other cognitive composites. The model predicted the actual executive function scores with correlation r = 0.69 and intra-individual changes in executive function scores with r = 0.61. CONCLUSIONS Our findings demonstrated that wearable-based physiological measures, primarily HRV, have potential to be used for the continuous assessments of cognitive function in individuals with MCI.
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Affiliation(s)
| | | | | | | | - Jacklyn Leonardo
- Dementia Research Centre, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Kok Pin Ng
- Department of Neurology, National Neuroscience Institute, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
| | - Nagaendran Kandiah
- Dementia Research Centre, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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23
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Poosri T, Boripuntakul S, Sungkarat S, Kamnardsiri T, Soontornpun A, Pinyopornpanish K. Gait smoothness during high-demand motor walking tasks in older adults with mild cognitive impairment. PLoS One 2024; 19:e0296710. [PMID: 38241332 PMCID: PMC10798528 DOI: 10.1371/journal.pone.0296710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 12/16/2023] [Indexed: 01/21/2024] Open
Abstract
Early signs of Mild Cognitive Impairment (MCI)-related gait deficits may be detected through the performance of complex walking tasks that require high gait control. Gait smoothness is a robust metric of overall body stability during walking. This study aimed to explore gait smoothness during complex walking tasks in older adults with and without MCI. Participants were 18 older adults with MCI (mean age = 67.89 ± 4.64 years) and 18 cognitively intact controls (mean age = 67.72 ± 4.63 years). Gait assessment was conducted under four complex walking tasks: walking a narrow path, walking around an obstacle, horizontal head turns while walking, and vertical head turns while walking. The index of harmonicity (IH), representing gait smoothness associated with overall body stability, was measured in anteroposterior, mediolateral, and vertical directions. A multivariate analysis was employed to compare the differences in IH between groups for each complex walking task. The MCI group demonstrated a reduction of IH in the mediolateral direction during the horizontal head turns than the control group (MCI group = 0.64 ± 0.16, Control group = 0.74 ± 0.12, p = 0.04). No significant differences between groups were found for the IH in other directions or walking conditions. These preliminary findings indicate that older adults with MCI have a decline in step regularity in the mediolateral direction during walking with horizontal head turns. Assessment of the smoothness of walking during head turns may be a useful approach to identifying subtle gait alterations in older adults with MCI, which may facilitate timely gait intervention.
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Affiliation(s)
- Thanpidcha Poosri
- Faculty of Associated Medical Sciences, Department of Physical Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Sirinun Boripuntakul
- Faculty of Associated Medical Sciences, Department of Physical Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Somporn Sungkarat
- Faculty of Associated Medical Sciences, Department of Physical Therapy, Chiang Mai University, Chiang Mai, Thailand
| | - Teerawat Kamnardsiri
- Department of Digital Game, College of Arts, Media and Technology, Chiang Mai University, Chiang Mai, Thailand
| | - Atiwat Soontornpun
- Faculty of Medicine, Department of Internal Medicine, Chiang Mai University and Northern Neuroscience Center, Chiang Mai, Thailand
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24
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Wang L, Zhang X, Wang L, Guo M, Yang Q, Chen X, Sha H. Association of Age with Dual-Task Objective Cognitive Indicators and Gait Parameters in Older Adults. J Alzheimers Dis 2024; 99:993-1004. [PMID: 38728188 DOI: 10.3233/jad-240066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
Background Early recognition of dementia like Alzheimer's disease is crucial for disease diagnosis and treatment, and existing objective tools for early screening of cognitive impairment are limited. Objective To investigate age-related behavioral indicators of dual-task cognitive performance and gait parameters and to explore potential objective markers of early cognitive decline. Methods The community-based cognitive screening data was analyzed. Hierarchical cluster analysis and Pearson correlation analysis were performed on the 9-item subjective cognitive decline (SCD-9) scores, walking-cognitive dual-task performance, walking speed, and gait parameters of 152 participants. The significant differences of indicators that may related to cognitive decline were statistically analyzed across six age groups. A mathematical model with age as the independent variable and motor cognition composite score as the dependent variable was established to observe the trend of motor cognition dual-task performance with age. Results Strong correlation was found between motor cognitive scores and SCD and age. Gait parameters like the mean value of ankle angle, the left-right difference rate of ankle angle and knee angle and the coefficient of variation of gait cycle showed an excellent correlation with age. Motor cognition scores showed a decreasing trend with age. The slope of motor cognition scores with age after 50 years (k = -1.06) was six times higher than that before 50 years (k = -0.18). Conclusions Cognitive performance and gait parameters in the walking-cognitive dual-task state are promising objective markers that could characterize age-related cognitive decline.
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Affiliation(s)
- Linlin Wang
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Xuezhen Zhang
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Institut National des Sciences Appliquées de Lyon, Lyon, France
| | - Lei Wang
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Miaomiao Guo
- School of Health Sciences & Biomedical Engineering, Hebei University of Technology, Tianjin, China
| | | | - Xiaogang Chen
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Hong Sha
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
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25
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Jin Y, Li X, Yuan Q, Huang X, Zhang D. Visualization analysis of exercise intervention on Alzheimer disease based on bibliometrics: Trends, hotspots and topics. Medicine (Baltimore) 2023; 102:e36347. [PMID: 38065914 PMCID: PMC10713167 DOI: 10.1097/md.0000000000036347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 11/07/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND As the challenges of an aging society continue to escalate, Alzheimer disease (AD) has emerged as a significant health, social, and public concern, garnering substantial attention. Exercise, as a safe, effective, and cost-efficient approach with the potential to mitigate brain aging, has garnered considerable interest. Nevertheless, there has been a limited research investigating the current trends, hotspots, and topics of exercise on AD. METHODS The literature spanning from 2013 to 2022 was obtained from the Web of Science database, and CiteSpace VI was employed to conduct an analysis encompassing fundamental data, keywords, and co-citation analysis. RESULTS A total of 9372 publications were included in the analysis. The annual number of publications has exhibited a gradual increase. The United States and China made significant contributions, with England showing higher citation rates and greater academic influence. The Journal of Alzheimers Disease, Neurosciences Neurology, Liu-Ambrose, Teresa represents the most published journal, discipline, and author, respectively. The research trends can be summarized as exploring functional changes and potential mechanisms related to exercise impact on AD. The hotspots in the research include the intersection of AD and diabetes mellitus, as well as the underlying effects induced by exercise. The topics of interest revolve around the application of emerging technologies in the context of exercise and AD. CONCLUSION This bibliometric analysis has identified relevant trends, hotspots, and topics within the exercise intervention on AD. It offers a comprehensive overview that can equip researchers with valuable insights for future exploration and assist scholars in charting research trajectories in related domains.
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Affiliation(s)
- Yu Jin
- School of Sport medicine and health, Chengdu Sport University, Chengdu, P.R. China
| | - Xue Li
- School of Sport medicine and health, Chengdu Sport University, Chengdu, P.R. China
| | - Qiongjia Yuan
- School of Sport medicine and health, Chengdu Sport University, Chengdu, P.R. China
- School of Sport and Health, Jili University, Chengdu, Chengdu, P.R. China
| | - Xiaohan Huang
- School of Sport medicine and health, Chengdu Sport University, Chengdu, P.R. China
| | - Deman Zhang
- School of Sport medicine and health, Chengdu Sport University, Chengdu, P.R. China
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Rudd KD, Lawler K, Callisaya ML, Alty J. Investigating the associations between upper limb motor function and cognitive impairment: a scoping review. GeroScience 2023; 45:3449-3473. [PMID: 37337026 PMCID: PMC10643613 DOI: 10.1007/s11357-023-00844-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 05/26/2023] [Indexed: 06/21/2023] Open
Abstract
Upper limb motor function is a potential new biomarker of cognitive impairment and may aid discrimination from healthy ageing. However, it remains unclear which assessments to use. This study aimed to explore what methods have been used and to describe associations between upper limb function and cognitive impairment. A scoping review was conducted using PubMed, CINAHL and Web of Science. A systematic search was undertaken, including synonyms for key concepts 'upper limb', 'motor function' and 'cognitive impairment'. Selection criteria included tests of upper limb motor function and impaired cognition in adults. Analysis was by narrative synthesis. Sixty papers published between 1998 and 2022, comprising 41,800 participants, were included. The most common assessment tasks were finger tapping, Purdue Pegboard Test and functional tasks such as writing. Protocols were diverse in terms of equipment used and recording duration. Most participants were recruited from clinical settings. Alzheimer's Disease was the most common cause of cognitive impairment. Results were mixed but, generally, slower speed, more errors, and greater variability in upper limb movement variables was associated with cognitive impairment. This review maps the upper limb motor function assessments used and summarises the available evidence on how these associate with cognitive impairment. It identifies research gaps and may help guide protocols for future research. There is potential for upper limb motor function to be used in assessments of cognitive impairment.
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Affiliation(s)
- Kaylee D Rudd
- Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, Tasmania, Australia
| | - Katherine Lawler
- Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, Tasmania, Australia
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Victoria, Australia
| | - Michele L Callisaya
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
- Peninsula Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Jane Alty
- Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, Tasmania, Australia.
- School of Medicine, University of Tasmania, Hobart, Tasmania, Australia.
- Neurology Department, Royal Hobart Hospital, Hobart, Tasmania, Australia.
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Monaghan PG, Monaghan AS, Hooyman A, Fling BW, Huisinga JM, Peterson DS. Using the Instrumented Sway System (ISway) to Identify and Compare Balance Domain Deficits in People With Multiple Sclerosis. Arch Phys Med Rehabil 2023; 104:1456-1464. [PMID: 37037293 PMCID: PMC10524722 DOI: 10.1016/j.apmr.2023.02.018] [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: 06/28/2022] [Revised: 01/27/2023] [Accepted: 02/24/2023] [Indexed: 04/12/2023]
Abstract
OBJECTIVE To develop a multiple sclerosis (MS)-specific model of balance and examine differences between (1) MS and neurotypical controls and (2) people with MS (PwMS) with (MS-F) and without a fall history (MS-NF). DESIGN AND SETTING A cross-sectional study was conducted at the Gait and Balance Laboratory at the University of Kansas Medical Center. Balance was measured from the instrumented sway system (ISway) assessment. PARTICIPANTS In total, 118 people with relapsing-remitting MS (MS-F=39; MS-NF=79) and 46 age-matched neurotypical controls. INTERVENTION Not applicable. OUTCOME MEASURES A total of 22 sway measures obtained from the ISway were entered into an exploratory factor analysis to identify underlying balance domains. The model-derived balance domains were compared between (1) PwMS and age-matched, neurotypical controls and (2) MS-F and MS-NF. RESULTS Three distinct balance domains were identified: (1) sway amplitude and velocity, (2) sway frequency and jerk mediolateral, and (3) sway frequency and jerk anteroposterior, explaining 81.66% of balance variance. PwMS exhibited worse performance (ie, greater amplitude and velocity of sway) in the sway velocity and amplitude domain compared to age-matched neurotypical controls (P=.003). MS-F also exhibited worse performance in the sway velocity and amplitude domain compared to MS-NF (P=.046). The anteroposterior and mediolateral sway frequency and jerk domains were not different between PwMS and neurotypical controls nor between MS-F and MS-NF. CONCLUSIONS This study identified a 3-factor, MS-specific balance model, demonstrating that PwMS, particularly those with a fall history, exhibit disproportionate impairments in sway amplitude and velocity. Identifying postural stability outcomes and domains that are altered in PwMS and clinically relevant (eg, related to falls) would help isolate potential treatment targets.
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Affiliation(s)
| | | | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ
| | - Brett W Fling
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO
| | - Jessie M Huisinga
- Department of Physical Therapy and Rehabilitation Science, University of Kansas Medical Center, KS
| | - Daniel S Peterson
- College of Health Solutions, Arizona State University, Phoenix, AZ; Phoenix VA Health Care Center, Phoenix, AZ.
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Kim YJ, Park I, Choi HC, Ahn ME, Ryu OH, Jang D, Lee U, Lee SK. Relationship of Neural Correlates of Gait Characteristics and Cognitive Dysfunction in Patients with Mild Cognitive Impairment. J Clin Med 2023; 12:5347. [PMID: 37629389 PMCID: PMC10455461 DOI: 10.3390/jcm12165347] [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: 06/14/2023] [Revised: 08/09/2023] [Accepted: 08/12/2023] [Indexed: 08/27/2023] Open
Abstract
Background: Some patients with mild cognitive impairment (MCI) experience gait disturbances. However, there are few reports on the relationship between gait disturbance and cognitive function in patients with MCI. Therefore, we investigated the neural correlates of gait characteristics related to cognitive dysfunction. Methods: Eighty patients diagnosed with MCI from three dementia centers in Gangwon-do, Korea, were recruited for this study. We defined MCI as a Clinical Dementia Rating global score of 0.5 or higher, with a memory domain score of 0.5 or greater. The patients were classified as having either higher or lower MMSE and the groups were based on their Mini Mental Status Examination z-scores. Multiple logistic regression analysis was performed to examine the association between the gait characteristics and cognitive impairment. Analyses included variables such as age, sex, years of education, number of comorbidities, body mass index, and height. Results: Gait velocity, step count, step length, heel-to-heel base support, swing and stance phase duration, and support time were associated with cognitive function. A decrease in gray matter volume in the right pericalcarine area was associated with gait characteristics related to cognitive dysfunction. An increase in the curvature of gray matter in the right entorhinal, right lateral orbitofrontal, right cuneus, and right and left pars opercularis areas was also associated with gait characteristics related to cognitive dysfunction. Conclusion: Since gait impairment is an important factor in determining activities of daily living in patients with mild cognitive impairment, the evaluation of gait and cognitive functions in patients with mild cognitive impairment is important.
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Affiliation(s)
- Yeo Jin Kim
- Department of Neurology, Kangdong Sacred Heart Hospital, Seoul 05355, Republic of Korea;
| | - Ingyu Park
- Department of Electronic Engineering, Hallym University, Chuncheon 24252, Republic of Korea; (I.P.); (D.J.)
| | - Hui-Chul Choi
- Department of Neurology, Hallym University-Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon 24253, Republic of Korea;
| | - Moo-Eob Ahn
- Department of Emergency Medicine, Hallym University-Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon 24253, Republic of Korea;
| | - Ohk-Hyun Ryu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Hallym University-Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon 24253, Republic of Korea;
| | - Daehun Jang
- Department of Electronic Engineering, Hallym University, Chuncheon 24252, Republic of Korea; (I.P.); (D.J.)
| | - Unjoo Lee
- Division of Software, School of Information Science, Hallym University, Chuncheon 24252, Republic of Korea
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University-Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon 24253, Republic of Korea
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Hossain MT, Noghani MA, Sidaway B, Hejrati B. Investigating the efficacy of a tactile feedback system to increase the gait speed of older adults. Hum Mov Sci 2023; 90:103103. [PMID: 37257391 PMCID: PMC10524345 DOI: 10.1016/j.humov.2023.103103] [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: 08/18/2022] [Revised: 03/28/2023] [Accepted: 05/21/2023] [Indexed: 06/02/2023]
Abstract
The objective of this study was to determine (1) if a novel haptic feedback system could increase the walking speed of older adults while it is being employed during overground walking and (2) whether the frequency at which this feedback was presented would have a differential impact on the ability of users to change walking speed while it was present. Given that peak thigh extension has been found to be a biomechanical surrogate for stride length, and consequently gait speed, vibrotactile haptic feedback was provided to the participants' thighs as a cue to increase peak thigh extension while the effect on gait speed was monitored. Ten healthy community-dwelling older adults (68.4 ± 4.1 years) participated. Participants' peak thigh extension, cadence, normalized stride length and velocity, along with their coefficients of variation (COV) were compared across baseline normal and fast walking (with no feedback) and three different frequency of feedback conditions. The findings indicated that, compared to self-selected normal and fast walking speeds, peak thigh extension was significantly increased when feedback was present and after it was withdrawn in a post-test. An increase in thigh extension led to an increase in stride length and, consequently, an increase in stride velocity compared to normal speed. There were no significant differences in the gait parameters as a function of feedback frequency during its application. In conclusion, while present, the haptic feedback system increased thigh extension and walking speed in older adults regardless of the feedback frequency and when the feedback was withdrawn, participants could maintain an increase in those parameters.
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Affiliation(s)
- Md Tanzid Hossain
- The Biorobotics and Biomechanics Lab, University of Maine, United States of America
| | | | | | - Babak Hejrati
- The Biorobotics and Biomechanics Lab, University of Maine, United States of America.
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Tuena C, Maestri S, Serino S, Pedroli E, Stramba-Badiale M, Riva G. Prognostic relevance of gait-related cognitive functions for dementia conversion in amnestic mild cognitive impairment. BMC Geriatr 2023; 23:462. [PMID: 37525134 PMCID: PMC10388514 DOI: 10.1186/s12877-023-04175-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 07/15/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Increasing research suggests that gait abnormalities can be a risk factor for Alzheimer's Disease (AD). Notably, there is growing evidence highlighting this risk factor in individuals with amnestic Mild Cognitive Impairment (aMCI), however further studies are needed. The aim of this study is to analyze cognitive tests results and brain-related measures over time in aMCI and examine how the presence of gait abnormalities (neurological or orthopedic) or normal gait affects these trends. Additionally, we sought to assess the significance of gait and gait-related measures as prognostic indicators for the progression from aMCI to AD dementia, comparing those who converted to AD with those who remained with a stable aMCI diagnosis during the follow-up. METHODS Four hundred two individuals with aMCI from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database were included. Robust linear mixed-effects models were used to study the impact of gait abnormalities on a comprehensive neuropsychological battery over 36 months while controlling for relevant medical variables at baseline. The impact of gait on brain measures was also investigated. Lastly, the Cox proportional-hazards model was used to explore the prognostic relevance of abnormal gait and neuropsychological associated tests. RESULTS While controlling for relevant covariates, we found that gait abnormalities led to a greater decline over time in attention (DSST) and global cognition (MMSE). Intriguingly, psychomotor speed (TMT-A) and divided attention (TMT-B) declined uniquely in the abnormal gait group. Conversely, specific AD global cognition tests (ADAS-13) and auditory-verbal memory (RAVLT immediate recall) declined over time independently of gait profile. All the other cognitive tests were not significantly affected by time or by gait profile. In addition, we found that ventricles size increased faster in the abnormal gait group compared to the normal gait group. In terms of prognosis, abnormal gait (HR = 1.7), MMSE (HR = 1.09), and DSST (HR = 1.03) covariates showed a higher impact on AD dementia conversion. CONCLUSIONS The importance of the link between gait and related cognitive functions in terms of diagnosis, prognosis, and rehabilitation in aMCI is critical. We showed that in aMCI gait abnormalities lead to executive functions/attention deterioration and conversion to AD dementia.
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Affiliation(s)
- Cosimo Tuena
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy.
| | - Sara Maestri
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Silvia Serino
- Department of Psychology, Università degli Studi Milano-Bicocca, Milan, Italy
| | - Elisa Pedroli
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Faculty of Psychology, Università eCampus, Novedrate, Italy
| | - Marco Stramba-Badiale
- Department of Geriatrics and Cardiovascular Medicine, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giuseppe Riva
- Applied Technology for Neuro-Psychology Lab, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Humane Technology Lab, Università Cattolica del Sacro Cuore, Milan, Italy
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Choi JY, Ha SW, Jeong DE, Lee J, Kim D, Min JY, Min KB. Association Between the Loss of Gait Harmony and Cognitive Impairment: Cross-Sectional Study. JMIR Public Health Surveill 2023; 9:e46264. [PMID: 37428538 PMCID: PMC10366667 DOI: 10.2196/46264] [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: 02/04/2023] [Revised: 03/20/2023] [Accepted: 06/15/2023] [Indexed: 07/11/2023] Open
Abstract
BACKGROUND Functional limitations and disabilities have been associated with a decrease in cognitive function due to increasing age. Gait performance and cognitive function have been associated with gait variability in executive function, the phase domain in memory, and gait abnormalities in cognitive decline. OBJECTIVE Our study aimed to investigate whether gait harmony was associated with cognitive function in the older adult population. Moreover, we aimed to investigate whether gait harmony was associated with cognitive function and explore each cognitive function in a specific harmonic state. METHODS The study population included 510 adults aged ≥60 years who visited the Department of Neurology at the Veterans Health Service Medical Center, Seoul, South Korea. Gait data were collected using a 3D motion capture device with a wireless inertial measurement unit system. For cognitive function assessments, we used the Seoul Neuropsychological Screening Battery-Core test, which evaluates the level of cognitive function or impairment in 5 cognitive domains. RESULTS In general, the association between the Seoul Neuropsychological Screening Battery-Core tests and the stance-to-swing ratio in the >1.63 ratio group yielded lower β coefficients than those in the 1.50-1.63 ratio group. After adjustment for confounders, the odds ratio (OR) for the Digit Symbol Coding test (adjusted OR 0.42, 95% CI 0.20-0.88) and the Korean version of the Color Word Stroop Test: 60 seconds (adjusted OR 0.51, 95% CI 0.29-0.89) for frontal and executive function were significantly lower for the >1.63 ratio group than the reference group. CONCLUSIONS Our findings suggest that the gait phase ratio is a valuable indicator of walking deficits and may also be associated with cognitive impairment in older adults.
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Affiliation(s)
- Ju-Young Choi
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Sang-Won Ha
- Department of Neurology, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Da-Eun Jeong
- Department of Neurology, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Jaeho Lee
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Republic of Korea
| | - Donghoon Kim
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Republic of Korea
| | - Jin-Young Min
- Veterans Medical Research Institute, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Kyoung-Bok Min
- Department of Preventive Medicine, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Republic of Korea
- Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Republic of Korea
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Park J, Lee HJ, Park JS, Kim CH, Jung WJ, Won S, Bae JB, Han JW, Kim KW. Development of a Gait Feature-Based Model for Classifying Cognitive Disorders Using a Single Wearable Inertial Sensor. Neurology 2023; 101:e12-e19. [PMID: 37188539 PMCID: PMC10351320 DOI: 10.1212/wnl.0000000000207372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 03/17/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Gait changes are potential markers of cognitive disorders (CDs). We developed a model for classifying older adults with CD from those with normal cognition using gait speed and variability captured from a wearable inertial sensor and compared its diagnostic performance for CD with that of the model using the Mini-Mental State Examination (MMSE). METHODS We enrolled community-dwelling older adults with normal gait from the Korean Longitudinal Study on Cognitive Aging and Dementia and measured their gait features using a wearable inertial sensor placed at the center of body mass while they walked on a 14-m long walkway thrice at comfortable paces. We randomly split our entire dataset into the development (80%) and validation (20%) datasets. We developed a model for classifying CD using logistic regression analysis from the development dataset and validated it in the validation dataset. In both datasets, we compared the diagnostic performance of the model with that using the MMSE. We estimated optimal cutoff score of our model using receiver operator characteristic analysis. RESULTS In total, 595 participants were enrolled, of which 101 of them experienced CD. Our model included both gait speed and temporal gait variability and exhibited good diagnostic performance for classifying CD from normal cognition in both the development (area under the receiver operator characteristic curve [AUC] = 0.788, 95% CI 0.748-0.823, p < 0.001) and validation datasets (AUC = 0.811, 95% CI 0.729-0.877, p < 0.001). Our model showed comparable diagnostic performance for CD with that of the model using the MMSE in both the development (difference in AUC = 0.026, standard error [SE] = 0.043, z statistic = 0.610, p = 0.542) and validation datasets (difference in AUC = 0.070, SE = 0.073, z statistic = 0.956, p = 0.330). The optimal cutoff score of the gait-based model was >-1.56. DISCUSSION Our gait-based model using a wearable inertial sensor may be a promising diagnostic marker of CD in older adults. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that gait analysis can accurately distinguish older adults with CDs from healthy controls.
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Affiliation(s)
- Jeongbin Park
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Hyang Jun Lee
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Ji Sun Park
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Chae Hyun Kim
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea.
| | - Woo Jin Jung
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Seunghyun Won
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Jong Bin Bae
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Ji Won Han
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea
| | - Ki Woong Kim
- From the PlanB4U Research Institute (J.P., C.H.K., W.J.J., K.W.K.), Seongnam; Department of Neuropsychiatry (H.J.L., J.B.B., J.W.H., K.W.K.), Seoul National University Bundang Hospital, Seongnam; Department of Brain and Cognitive Science (J.S.P., K.W.K.), Seoul National University College of Natural Sciences; Medical Research Collaborating Center (S.W.), Seoul National University Bundang Hospital, Seongnam; and Department of Psychiatry (K.W.K.), Seoul National University, College of Medicine, Korea.
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Leroy V, Chen Y, Bouteloup V, Skrobala E, Puisieux F, Fougère B. What Tools Can We Use to Screen for Fall Risk in Older Patients with Mild Cognitive Impairment? Findings from the MEMENTO Cohort. J Am Med Dir Assoc 2023; 24:1028-1034.e18. [PMID: 36682387 DOI: 10.1016/j.jamda.2022.12.020] [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: 05/20/2022] [Revised: 12/22/2022] [Accepted: 12/24/2022] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Identifying risk factors for falls can improve outcomes in older patients without cognitive decline. Yet this has not been demonstrated in older people with mild cognitive impairment (MCI). We therefore sought to better identify risk factors for falls in this particular group. DESIGN The analysis was conducted on the MEMENTO cohort, which is a large, French, prospective cohort. SETTING AND PARTICIPANTS We included older people (>65 years old) with MCI (defined from neuropsychological scores) and a Short Physical Performance Battery (SPPB) score at baseline. METHODS Fallers were defined as participants having fallen at least once during the study's 2-year follow-up period. We compared clinical, neuropsychological, and biological data at baseline in fallers vs nonfallers. Additional analyses were performed on the following subgroups: women, men, people aged ≥75 years. RESULTS Of the 1416 people included in our study, 194 (13.5%) fell at least once. A bivariate analysis showed that fallers were older, predominantly women, less independent in activities of daily living, and more apathetic. Fallers performed less well in executive function, balance, and gait tests. In a multivariable analysis, only age, gender, the number of limitations in instrumental activities of daily living, and living alone were significantly associated with falls. In a multivariable analysis of the subgroup of oldest patients and of the subgroup of men, executive function was significantly worse in fallers than in nonfallers. CONCLUSION AND IMPLICATIONS Our results demonstrate that easily attainable risk factors can be used to identify individuals with MCI with a higher risk of falls and for whom prevention could be beneficial. Future studies are needed to further evaluate the role of mild executive dysfunction in certain subgroups, such as men and oldest patients.
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Affiliation(s)
- Victoire Leroy
- Division of Geriatric Medicine, Tours University Hospital, Tours, France; Education, Ethics, Health (EA 7505), University of Medicine of Tours, Tours, France; Memory Clinic, Tours University Hospital, Tours, France.
| | - Yaohua Chen
- Department of Gerontology, Lille University Hospital, Lille, France; INSERM UMR-S 1172, Vascular and Degenerative Cognitive Disorders, University Lille, Lille, France; Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Vincent Bouteloup
- INSERM U1219, PHARes team, Institut de Santé Publique, d'Epidémiologie et de Développement (ISPED), University Bordeaux, Bordeaux, France; CIC 1401 EC, Pôle Santé Publique, Bordeaux University Hospital, Bordeaux, France
| | - Emilie Skrobala
- INSERM URM_S1172, CHU Lille Memory Clinic, Distalz Licend, Lille University, Lille, France
| | - François Puisieux
- Department of Gerontology, Lille University Hospital, Lille, France; EA2694, University Lille, Lille, France
| | - Bertrand Fougère
- Division of Geriatric Medicine, Tours University Hospital, Tours, France; Education, Ethics, Health (EA 7505), University of Medicine of Tours, Tours, France
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Pavlou M, Costafreda SG, Galsworthy W, Korres G, Bamiou DE. The interplay between cognition, functional and dual-task gait in persons with a vestibular disorder versus healthy controls. Sci Rep 2023; 13:10130. [PMID: 37349351 PMCID: PMC10287746 DOI: 10.1038/s41598-023-35904-z] [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: 07/25/2022] [Accepted: 05/25/2023] [Indexed: 06/24/2023] Open
Abstract
Close links exist between vestibular function and cognition. Dual-task (DT) tests may have ecological validity to assess the impact of daily life cognitive-motor demands in people with vestibular dysfunction (PwVD), functional gait and falls risk. The present paper aimed at building predictive models for functional gait under DT conditions, while clarifying the impact of vestibular dysfunction, individual characteristics, varying task types and motor-cognitive demands. Case-controlled observational study with 39 PwVD and 62 healthy participants. The Functional Gait Assessment (FGA), with and without an additional motor, numeracy, or literacy task, was completed. Multiple linear regression was used to fit models to predict FGA under single and DT performance. Dual task cost (DTC, %) was calculated to assess DT interference on FGA performance using the equation: 100*(single task score-dual task score)/single-task score. Following Bonferroni corrections for multiple comparisons (corrected alpha level of 0.003), PwVD had poorer performance than controls for all FGA conditions (p < 0.001), motor (- 3.94%; p = 0.002) and numeracy (- 22.77%; p = 0.001) DTCs and spatial working memory (p = 0.002). The literacy DTC was marginally significant (- 19.39% p = 0.005). FGA single and DT motor, numeracy, and literacy models explained 76%, 76%, 66% and 67% of the variance respectively for PwVD. Sustained attention, visual memory and sex contributed to all models; short-term visual recognition memory, balance confidence, and migraine contributed to some models. Cognitive performance is impaired in PwVD. Motor, numeracy and literacy tasks impair functional gait performance. Cognitive assessment and FGA with a numeracy or literacy cognitive component should be included within assessment protocols and considered in the provision of targeted interventions for PwVD.
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Affiliation(s)
- Marousa Pavlou
- Centre for Human and Applied Physiological Sciences, School of Basic and Medical Biosciences, Faculty of Life Sciences and Medicine, King's College London, Shepherd's House, Guy's Campus, London, SE1 1UL, UK.
- Department of Neuro-Otology, University College London Hospitals, London, UK.
| | - Sergi G Costafreda
- Biomedical Research Centre, University College London Hospitals, London, UK
| | - William Galsworthy
- Centre for Human and Applied Physiological Sciences, School of Basic and Medical Biosciences, Faculty of Life Sciences and Medicine, King's College London, Shepherd's House, Guy's Campus, London, SE1 1UL, UK
| | - George Korres
- Department of Neuro-Otology, University College London Hospitals, London, UK
| | - Doris-Eva Bamiou
- Department of Neuro-Otology, University College London Hospitals, London, UK
- Ear Institute, University College London, London, UK
- Biomedical Research Centre, University College London Hospitals, London, UK
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ELKHOUSHT M, EL ABD S, HOSNY N, MOMEN EA, HAMDY HS. Visuospatial orientation in vestibulopathy. OTORHINOLARYNGOLOGY 2023; 73. [DOI: 10.23736/s2724-6302.23.02466-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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36
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Guimarães V, Sousa I, de Bruin ED, Pais J, Correia MV. Minding your steps: a cross-sectional pilot study using foot-worn inertial sensors and dual-task gait analysis to assess the cognitive status of older adults with mobility limitations. BMC Geriatr 2023; 23:329. [PMID: 37237278 DOI: 10.1186/s12877-023-04042-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open
Abstract
BACKGROUND Cognitive impairment is a critical aspect of our aging society. Yet, it receives inadequate intervention due to delayed or missed detection. Dual-task gait analysis is currently considered a solution to improve the early detection of cognitive impairment in clinical settings. Recently, our group proposed a new approach for the gait analysis resorting to inertial sensors placed on the shoes. This pilot study aimed to investigate the potential of this system to capture and differentiate gait performance in the presence of cognitive impairment based on single- and dual-task gait assessments. METHODS We analyzed demographic and medical data, cognitive tests scores, physical tests scores, and gait metrics acquired from 29 older adults with mobility limitations. Gait metrics were extracted using the newly developed gait analysis approach and recorded in single- and dual-task conditions. Participants were stratified into two groups based on their Montreal Cognitive Assessment (MoCA) global cognitive scores. Statistical analysis was performed to assess differences between groups, discrimination ability, and association of gait metrics with cognitive performance. RESULTS The addition of the cognitive task influenced gait performance of both groups, but the effect was higher in the group with cognitive impairment. Multiple dual-task costs, dual-task variability, and dual-task asymmetry metrics presented significant differences between groups. Also, several of these metrics provided acceptable discrimination ability and had a significant association with MoCA scores. The dual-task effect on gait speed explained the highest percentage of the variance in MoCA scores. None of the single-task gait metrics presented significant differences between groups. CONCLUSIONS Our preliminary results show that the newly developed gait analysis solution based on foot-worn inertial sensors is a pertinent tool to evaluate gait metrics affected by the cognitive status of older adults relying on single- and dual-task gait assessments. Further evaluation with a larger and more diverse group is required to establish system feasibility and reliability in clinical practice. TRIAL REGISTRATION ClinicalTrials.gov (identifier: NCT04587895).
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Affiliation(s)
- Vânia Guimarães
- Fraunhofer Portugal AICOS, Porto, Portugal.
- Faculty of Engineering, University of Porto, Porto, Portugal.
| | - Inês Sousa
- Fraunhofer Portugal AICOS, Porto, Portugal
| | - Eling D de Bruin
- Institute of Human Movement Sciences and Sport, Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden
- OST - Eastern Swiss University of Applied Sciences, Department of Health, St. Gallen, Switzerland
| | - Joana Pais
- Neuroinova, Lda., Vila Nova de Gaia, Portugal
- EPIUnit - Institute of Public Health, University of Porto, Porto, Portugal
- Laboratory for Integrative and Translational Research in Population Health (ITR), University of Porto, Porto, Portugal
| | - Miguel Velhote Correia
- Faculty of Engineering, University of Porto, Porto, Portugal
- INESC TEC (Institute for Systems and Computer Engineering, Technology and Science), Porto, Portugal
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Mahoney JR, Blumen HM, De Sanctis P, Fleysher R, Frankini C, Hoang A, Hoptman MJ, Jin R, Lipton M, Nunez V, Twizer L, Uy N, Valdivia A, Verghese T, Wang C, Weiss EF, Zwerling J, Verghese J. Visual-somatosensory integration (VSI) as a novel marker of Alzheimer’s disease: A comprehensive overview of the VSI study. Front Aging Neurosci 2023; 15:1125114. [PMID: 37065459 PMCID: PMC10098130 DOI: 10.3389/fnagi.2023.1125114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/03/2023] [Indexed: 03/31/2023] Open
Abstract
Identification of novel, non-invasive, non-cognitive based markers of Alzheimer’s disease (AD) and related dementias are a global priority. Growing evidence suggests that Alzheimer’s pathology manifests in sensory association areas well before appearing in neural regions involved in higher-order cognitive functions, such as memory. Previous investigations have not comprehensively examined the interplay of sensory, cognitive, and motor dysfunction with relation to AD progression. The ability to successfully integrate multisensory information across multiple sensory modalities is a vital aspect of everyday functioning and mobility. Our research suggests that multisensory integration, specifically visual-somatosensory integration (VSI), could be used as a novel marker for preclinical AD given previously reported associations with important motor (balance, gait, and falls) and cognitive (attention) outcomes in aging. While the adverse effect of dementia and cognitive impairment on the relationship between multisensory functioning and motor outcomes has been highlighted, the underlying functional and neuroanatomical networks are still unknown. In what follows we detail the protocol for our study, named The VSI Study, which is strategically designed to determine whether preclinical AD is associated with neural disruptions in subcortical and cortical areas that concurrently modulate multisensory, cognitive, and motor functions resulting in mobility decline. In this longitudinal observational study, a total of 208 community-dwelling older adults with and without preclinical AD will be recruited and monitored yearly. Our experimental design affords assessment of multisensory integration as a new behavioral marker for preclinical AD; identification of functional neural networks involved in the intersection of sensory, motor, and cognitive functioning; and determination of the impact of early AD on future mobility declines, including incident falls. Results of The VSI Study will guide future development of innovative multisensory-based interventions aimed at preventing disability and optimizing independence in pathological aging.
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Affiliation(s)
- Jeannette R. Mahoney
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- *Correspondence: Jeannette R. Mahoney,
| | - Helena M. Blumen
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Medicine, Division of Geriatrics, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Pierfilippo De Sanctis
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Roman Fleysher
- Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Carolina Frankini
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Alexandria Hoang
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Matthew J. Hoptman
- Division of Clinical Research, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, United States
- Department of Psychiatry, NYU Grossman School of Medicine, New York, NY, United States
| | - Runqiu Jin
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Michael Lipton
- Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, United States
- The Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Psychiatry and Behavioral Sciences, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Valerie Nunez
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Lital Twizer
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Naomi Uy
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Ana Valdivia
- Department of Radiology, Division of Nuclear Medicine, Montefiore Medical Center, Bronx, NY, United States
| | - Tanya Verghese
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Cuiling Wang
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Erica F. Weiss
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Center of Aging Brain, Montefiore Medical Center, Yonkers, NY, United States
| | - Jessica Zwerling
- Center of Aging Brain, Montefiore Medical Center, Yonkers, NY, United States
| | - Joe Verghese
- Department of Neurology, Division of Cognitive and Motor Aging, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Medicine, Division of Geriatrics, Albert Einstein College of Medicine, Bronx, NY, United States
- Center of Aging Brain, Montefiore Medical Center, Yonkers, NY, United States
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Peng TC, Chiou JM, Chen TF, Chen YC, Chen JH. Grip Strength and Sarcopenia Predict 2-Year Cognitive Impairment in Community-Dwelling Older Adults. J Am Med Dir Assoc 2023; 24:292-298.e1. [PMID: 36435272 DOI: 10.1016/j.jamda.2022.10.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 10/17/2022] [Accepted: 10/19/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Using the Asian Working Group for Sarcopenia (AWGS2019) and the European Working Group on Sarcopenia in Older People (EWGSOP2) criteria, this study examined associations of sarcopenia and its components with specific domains of cognitive impairment over time. DESIGN A prospective cohort study with a 2-year follow-up. SETTING AND PARTICIPANTS This study is part of the Taiwan Initiatives for Geriatric Epidemiological Research (TIGER), which recruited participants aged 65 years old who attended the senior health checkup program at National Taiwan University Hospital (NTUH). METHODS Grip strength was measured using a handgrip dynamometer. Walking speed (m/s) was measured as the time required to walk 8 feet. Muscle mass was measured by performing a bioelectrical impedance analysis. Global cognition (assessed using the Taiwanese version of the Montreal Cognitive Assessment) and 4 cognitive domains (memory, executive function, verbal fluency, and attention) were assessed over time. Associations of sarcopenia and its components with cognitive impairment were evaluated after stratification by sex using generalized linear mixed models adjusted for essential covariates for cognitive impairment. RESULTS Compared with robust women, those with severe sarcopenia were more likely to have a global cognitive impairment over time (β = -0.87, P = .03 based on AWGS2019 criteria and β = -1.07, P = .02 based on the EWGSOP2 criteria). Among men, low grip strength was associated with poor scores on measures of global cognition (β = -0.80, P = .03), executive function (β = -0.35, P = .001), verbal fluency (β = -0.31, P = .02), and attention (β = -0.34, P = .008) over time. CONCLUSIONS AND IMPLICATIONS Severe sarcopenia predicted global and specific domains of cognitive impairment in older adults. Poor grip strength predicted cognitive impairment in men but not in women. A screen for sarcopenia severity and low muscle strength may be used to identify the risk of cognitive impairment.
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Affiliation(s)
- Tao-Chun Peng
- Division of Family Medicine and Department of Family and Community Medicine, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan; Division of Geriatric Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan; Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Jeng-Min Chiou
- Institute of Statistical Science, Academia Sinica, Nankang District, Taipei, Taiwan; Institute of Statistics and Data Science, National Taiwan University, Taipei, Taiwan
| | - Ta-Fu Chen
- Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Ching Chen
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan; Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan.
| | - Jen-Hau Chen
- Department of Geriatrics and Gerontology, National Taiwan University Hospital, Taipei, Taiwan; Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
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Naito T, Suzuki Y, Yamasue K, Saito K, Umemura M, Kojima N, Kim H, Osuka Y, Ishikawa Y, Tochikubo O. Relationship between Cognitive Function and Sway of Body in Standing Posture: A Cross-Sectional Study. Geriatrics (Basel) 2023; 8:geriatrics8020029. [PMID: 36960984 PMCID: PMC10037616 DOI: 10.3390/geriatrics8020029] [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: 12/15/2022] [Revised: 01/02/2023] [Accepted: 02/23/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND The influence of neurological or balance dysfunction on cognitive impairment has not been well studied. We compared the results of the balance test, measured by either head or foot sway to consider whole body sway, with those of the cognitive impairment test. METHODS Individuals of either gender, aged over 60 years, underwent a 30 s balance test. We measured sway while standing on one-leg or two-legs. Sway was evaluated by the distance or area of movement of the head or foot pressure. We also evaluated the effect of visual condition: eyes-open (EO) or -closed (EC). The Mini-Mental State Examination (MMSE) was used to evaluate the degree of cognitive impairment. RESULTS The head sway area standing on one leg was significantly correlated to MMSE score with EO (correlation r = -0.462). In standing on two legs, no sway test results showed a significant correlation to MMSE scores with EO. With EC, the magnitude of sway became greater, and was significantly correlated to MMSE scores in the head distance. CONCLUSION Although the correlation between head sway and MMSE was not strong, head sway showed a stronger correlation than did foot pressure sway. Standing on one leg, as measured by head sway area, may thus predict cognitive impairment.
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Affiliation(s)
- Takao Naito
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Yume Suzuki
- Department of General Internal Medicine, Yokohama City University Medical Center, Yokohama 232-0024, Japan
| | - Kotaro Yamasue
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Kyoko Saito
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Masanari Umemura
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Narumi Kojima
- Research Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute of Gerontology, Tokyo 173-0015, Japan
| | - Hunkyung Kim
- Research Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute of Gerontology, Tokyo 173-0015, Japan
| | - Yosuke Osuka
- Research Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute of Gerontology, Tokyo 173-0015, Japan
| | - Yoshihiro Ishikawa
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Osamu Tochikubo
- Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
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Mavragani A, Bruhin LC, Schütz N, Naef AC, Hegi H, Reuse P, Schindler KA, Krack P, Wiest R, Chan A, Nef T, Gerber SM. Development of an Open-source and Lightweight Sensor Recording Software System for Conducting Biomedical Research: Technical Report. JMIR Form Res 2023; 7:e43092. [PMID: 36800219 PMCID: PMC9985000 DOI: 10.2196/43092] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/28/2022] [Accepted: 01/03/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Digital sensing devices have become an increasingly important component of modern biomedical research, as they help provide objective insights into individuals' everyday behavior in terms of changes in motor and nonmotor symptoms. However, there are significant barriers to the adoption of sensor-enhanced biomedical solutions in terms of both technical expertise and associated costs. The currently available solutions neither allow easy integration of custom sensing devices nor offer a practicable methodology in cases of limited resources. This has become particularly relevant, given the need for real-time sensor data that could help lower health care costs by reducing the frequency of clinical assessments performed by specialists and improve access to health assessments (eg, for people living in remote areas or older adults living at home). OBJECTIVE The objective of this paper is to detail the end-to-end development of a novel sensor recording software system that supports the integration of heterogeneous sensor technologies, runs as an on-demand service on consumer-grade hardware to build sensor systems, and can be easily used to reliably record longitudinal sensor measurements in research settings. METHODS The proposed software system is based on a server-client architecture, consisting of multiple self-contained microservices that communicated with each other (eg, the web server transfers data to a database instance) and were implemented as Docker containers. The design of the software is based on state-of-the-art open-source technologies (eg, Node.js or MongoDB), which fulfill nonfunctional requirements and reduce associated costs. A series of programs to facilitate the use of the software were documented. To demonstrate performance, the software was tested in 3 studies (2 gait studies and 1 behavioral study assessing activities of daily living) that ran between 2 and 225 days, with a total of 114 participants. We used descriptive statistics to evaluate longitudinal measurements for reliability, error rates, throughput rates, latency, and usability (with the System Usability Scale [SUS] and the Post-Study System Usability Questionnaire [PSSUQ]). RESULTS Three qualitative features (event annotation program, sample delay analysis program, and monitoring dashboard) were elaborated and realized as integrated programs. Our quantitative findings demonstrate that the system operates reliably on consumer-grade hardware, even across multiple months (>420 days), providing high throughput (2000 requests per second) with a low latency and error rate (<0.002%). In addition, the results of the usability tests indicate that the system is effective, efficient, and satisfactory to use (mean usability ratings for the SUS and PSSUQ were 89.5 and 1.62, respectively). CONCLUSIONS Overall, this sensor recording software could be leveraged to test sensor devices, as well as to develop and validate algorithms that are able to extract digital measures (eg, gait parameters or actigraphy). The proposed software could help significantly reduce barriers related to sensor-enhanced biomedical research and allow researchers to focus on the research questions at hand rather than on developing recording technologies.
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Affiliation(s)
| | - Lena C Bruhin
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Narayan Schütz
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.,DomoHealth SA, Lausanne, Switzerland
| | - Aileen C Naef
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Heinz Hegi
- Department of Sport Science, University of Bern, Bern, Switzerland
| | - Pascal Reuse
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Kaspar A Schindler
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Paul Krack
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Roland Wiest
- Support Center for Advanced Neuroimaging (SCAN), University Institute of Diagnostic and Interventional Neuroradiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andrew Chan
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Tobias Nef
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.,Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Stephan M Gerber
- Gerontechnology and Rehabilitation Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
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Nikitas C, Kontogianni E, Papadopoulou S, Tsoukatos M, Kikidis D. Can vigilance predict the status of safe functional gait and risk of falls in patients with peripheral vestibular disorders? A cross-sectional study. J Neurol Sci 2023; 445:120547. [PMID: 36634581 DOI: 10.1016/j.jns.2023.120547] [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: 09/05/2022] [Revised: 01/04/2023] [Accepted: 01/04/2023] [Indexed: 01/09/2023]
Abstract
OBJECTIVES Peripheral vestibular disorders except from reflexes dysfunction correspond also to cognitive decline. The objectives of this cross-sectional study were to a) identify correlations among variables of functional gait, cognitive function, and perceived dizziness and b) explore variables that could be used as prognostic factors of functional gait in people with peripheral vestibular deficits. METHODS We recruited 154 people with peripheral vestibular deficits. The participants presented with moderate disability in terms of the Dizziness Handicap Inventory questionnaire (mean: 48.00, 95% confidence interval: 45.24-50.75), deficits in the Functional Gait Assessment test (mean: 22.75, 95% confidence interval: 22.13-23.40) and indication of mild cognitive impairment based on Montreal Cognitive Assessment tool (mean: 25.18, 95% confidence interval: 24.75-25.60). RESULTS Statistically significant correlations found among functional gait and gender, age, educational level, perceived level of disability and the total score of the Montreal Cognitive Assessment tool. Several components of the cognitive screening test (executive function, vigilance, language skills, verbal fluency) also correlated statistically significant with functional gait. Linear regression models revealed that age, perceived level of disability and vigilance significantly predicted functional gait variability (R2 = 0.350; p < 0.001) as well as high risk of falling, as indicated by a score on Functional Gait Assessment test <22/30 (R2 = 0.380). CONCLUSIONS Cognitive impairments affect functional gait in people with peripheral vestibular disorders. Thus, the integration of cognitive functional assessment must be considered as a prerequisite for functional assessment and designing rehabilitation programs that will include dual task training.
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Affiliation(s)
- Christos Nikitas
- 1st Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece.
| | - Evangelia Kontogianni
- 1(st) Department of Psychiatry, Eginition Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Sofia Papadopoulou
- 1st Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece
| | - Michalis Tsoukatos
- 1st Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece
| | - Dimitris Kikidis
- 1st Department of Otorhinolaryngology, Head and Neck Surgery, National and Kapodistrian University of Athens, Hippocrateion General Hospital, Athens, Greece
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Huang MZ, Rogers MW, Pizac D, Gruber-Baldini AL, Orwig D, Hochberg MC, Beamer BA, Creath RA, Savin DN, Conroy VM, Mangione KK, Craik R, Zhang LQ, Magaziner J. Effect of Multicomponent Home-Based Training on Gait and Muscle Strength in Older Adults After Hip Fracture Surgery: A Single Site Randomized Trial. Arch Phys Med Rehabil 2023; 104:169-178. [PMID: 36087806 PMCID: PMC10039715 DOI: 10.1016/j.apmr.2022.08.974] [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: 11/15/2021] [Revised: 08/12/2022] [Accepted: 08/22/2022] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To investigate the effect of 16-week home-based physical therapy interventions on gait and muscle strength. DESIGN A single-blinded randomized controlled trial. SETTING General community. PARTICIPANTS Thirty-four older adults (N=34) post hip fracture were randomly assigned to either experimental group (a specific multi-component intervention group [PUSH], n=17, 10 women, age=78.6±7.3 years, 112.1±39.8 days post-fracture) or active control (a non-specific multi-component intervention group [PULSE], n=17, 11 women, age=77.8±7.8 years, 118.2±37.5 days post-fracture). INTERVENTION PUSH and PULSE groups received 32-40 sessions of specific or non-specific multi-component home-based physical therapy, respectively. Training in the PUSH group focused on lower extremity strength, endurance, balance, and function for community ambulation, while the PULSE group received active movement and transcutaneous electrical nerve stimulation on extremities. MAIN OUTCOME MEASURES Gait characteristics, and ankle and knee muscle strength were measured at baseline and 16 weeks. Cognitive testing of Trail Making Test (Part A: TMT-A; Part-B: TMT-B) was measured at baseline. RESULTS At 16 weeks, both groups demonstrated significant increases in usual (P<.05) and fast (P<.05) walking speed, while there was no significant difference in increases between the groups. There was only 1 significant change in lower limb muscle strength over time (non-fractured side) between the groups, such that PUSH did better (mean: 4.33%, 95% confidence interval:1.43%-7.23%). The increase in usual and fast walking speed correlated with the baseline Trail-making Test-B score (r=-0.371, P=.037) and improved muscle strength in the fractured limb (r=0.446, P=.001), respectively. CONCLUSION Gait speed improved in both home-based multicomponent physical therapy programs in older adults after hip fracture surgery. Muscle strength of the non-fractured limb improved in the group receiving specific physical therapy training. Specific interventions targeting modifiable factors such as muscle strength and cognitive performance may assist gait recovery after hip fracture surgery.
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Affiliation(s)
- Mei Zhen Huang
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD
| | - Mark W Rogers
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD
| | - Douglas Pizac
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD
| | - Ann L Gruber-Baldini
- Department of Epidemiology and Public Health, University of Maryland, School of Medicine, Baltimore, MD
| | - Denise Orwig
- Department of Epidemiology and Public Health, University of Maryland, School of Medicine, Baltimore, MD
| | - Marc C Hochberg
- Department of Medicine, University of Maryland, School of Medicine, Baltimore, MD
| | - Brock A Beamer
- Department of Medicine, University of Maryland, School of Medicine, Baltimore, MD; Geriatric Research, Education and Clinical Center, VA Maryland Health Care System, Baltimore, MD
| | - Robert A Creath
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD; Department of Exercise Science, Lebanon Valley College, Annville, PA
| | - Douglas N Savin
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD
| | - Vincent M Conroy
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD; Department of Anatomy and Neurobiology, University of Maryland School of Medicine, Baltimore, MD
| | - Kathleen K Mangione
- Department of Physical Therapy, College of Health Sciences, Arcadia University, Glenside, PA
| | - Rebecca Craik
- Department of Physical Therapy, College of Health Sciences, Arcadia University, Glenside, PA
| | - Li-Qun Zhang
- Department of Physical Therapy and Rehabilitation Science, University of Maryland, School of Medicine, Baltimore, MD; Department of Orthopaedics, University of Maryland, School of Medicine, Baltimore, MD; Department of Bioengineering, University of Maryland, College Park, MD
| | - Jay Magaziner
- Department of Epidemiology and Public Health, University of Maryland, School of Medicine, Baltimore, MD.
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Jayakody O, Breslin M, Ayers E, Verghese J, Barzilai N, Weiss E, Milman S, Blumen HM. Age-related changes in gait domains: Results from the LonGenity study. Gait Posture 2023; 100:8-13. [PMID: 36463714 PMCID: PMC9974801 DOI: 10.1016/j.gaitpost.2022.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 09/30/2022] [Accepted: 11/15/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Impairment in gait domains such as pace, rhythm, and variability are associated with falls, cognitive decline, and dementia. However, the longitudinal changes in these gait domains are poorly understood. The aim of this study was to examine age-related changes in gait domains overall and in those with cognitive impairment and mobility disability. METHODS Participants were from the LonGenity study (n = 797; M Age=75.1 SD 6.5 years; 58.2% female) and were followed up to 12 years (Median=3.3; IQR: 1.1; 6.3). Gait speed and absolute values of step length, step time, cadence and, variability (standard deviation) of step length and step time during usual pace walking were assessed. Principal components analysis was used to obtain weighted combinations of three gait domains: pace (velocity, step length), variability (step length variability, step time variability) and rhythm (step time). Linear mixed effect models were used to examine age-related changes in gait domains overall, and in those with cognitive impairment and mobility disability at baseline. RESULTS Pace declined, and rhythm increased (worsened) in an accelerating non-linear fashion. Variability gradually increased with age. Those with cognitive impairment had faster rates of change in pace and rhythm. Those with mobility disability had faster increases in rhythm. CONCLUSIONS Age-related changes in gait domains are not uniform. Individuals with cognitive and mobility impairments are particularly vulnerable to accelerated change in pace and or rhythm.
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Affiliation(s)
- Oshadi Jayakody
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Monique Breslin
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Emmeline Ayers
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Joe Verghese
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Nir Barzilai
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA; Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Erica Weiss
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Sofiya Milman
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA; Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Helena M Blumen
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA.
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Leroy V, Martinet V, Nunkessore O, Dentel C, Durand H, Mockler D, Puisieux F, Fougère B, Chen Y. The Nebulous Association between Cognitive Impairment and Falls in Older Adults: A Systematic Review of the Literature. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2628. [PMID: 36767992 PMCID: PMC9915123 DOI: 10.3390/ijerph20032628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 01/22/2023] [Accepted: 01/30/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND In older people, dementia is a well-established risk factor for falls. However, the association and the causal relationship between falls and the earlier stages of cognitive impairment remains unclear. The purpose of the study was to review the literature data on the association between falls and cognitive impairment, no dementia, including Mild Cognitive Impairment. METHODS According to PRISMA guidelines, we searched five electronic databases (EMBASE, Web of Science, Medline, CINAHL, and PsychINFO) for articles published between January 2011 and August 2022 on observational studies of older people with a cognitive assessment and/or cognitive impairment diagnosis and a recording of falls. Their quality was reviewed according to the STROBE checklist. RESULTS We selected 42 of the 4934 initially retrieved publications. In 24 retrospective studies, a statistically significant association between falls and cognitive status was found in only 15 of the 32 comparisons (47%). Of the 27 cross-sectional analyses in prospective studies, only eight (30%) were positive and significant. We counted four longitudinal analyses, half of which suggested a causal relationship between falls and cognitive impairment. The investigational methods varied markedly from one study to another. CONCLUSION It is still not clear whether falls are associated with cognitive impairment, no dementia. Data in favor of a causal relationship are scarce. Further studies are needed to clarify their relationship.
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Affiliation(s)
- Victoire Leroy
- Division of Geriatric Medicine, Tours University Hospital, 37000 Tours, France
- EA 7505 (Education, Ethics, Health), University of Medicine of Tours, 37000 Tours, France
- Memory Clinic, Tours University Hospital, 37000 Tours, France
| | - Valérie Martinet
- Department of Geriatrics, Saint-Pierre Hospital, ULB, 1000 Brussels, Belgium
| | | | | | - Hélène Durand
- Department of Neurology, Hautepierre Hospital, Strasbourg University Hospital, 67200 Strasbourg, France
| | - David Mockler
- Medical Library, Trinity Centre for the Health Sciences, St James’ Hospital, D08 W9RT Dublin, Ireland
| | - François Puisieux
- Department of Gerontology, Lille University Hospital, 59000 Lille, France
- EA2694, Lille University, 59000 Lille, France
| | - Bertrand Fougère
- Division of Geriatric Medicine, Tours University Hospital, 37000 Tours, France
- EA 7505 (Education, Ethics, Health), University of Medicine of Tours, 37000 Tours, France
| | - Yaohua Chen
- Department of Gerontology, Lille University Hospital, 59000 Lille, France
- INSERM UMR-S 1172, Vascular and Degenerative Cognitive Disorders, University of Lille, 59000 Lille, France
- Global Brain Health Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
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45
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Jayakody O, Blumen HM, Ayers E, Verghese J. Longitudinal Associations Between Falls and Risk of Gait Decline: Results From the Central Control of Mobility and Aging Study. Arch Phys Med Rehabil 2023; 104:245-250. [PMID: 36108766 PMCID: PMC9898168 DOI: 10.1016/j.apmr.2022.08.975] [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: 03/08/2022] [Revised: 08/01/2022] [Accepted: 08/24/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE To examine whether falls are associated with longitudinal changes in different gait domains and onset of clinical gait abnormalities. DESIGN Longitudinal study. SETTING General community. PARTICIPANTS Ambulatory older adults free of dementia (N=428; mean age, 77.8±6.4 years). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Gait was assessed with a computerized walkway. Pace, rhythm, and variability (outcome measures) were derived from individual gait measures, using principal component analysis. Clinical gait abnormalities (neurologic, nonneurologic, mixed) were visually assessed by clinicians. Linear mixed-effects models were used to examine the associations between falls (the exposure variable coded as none, single, and multiple) and changes in gait domains. Multinomial logistic regression was used to examine associations between falls and the onset of clinical gait abnormalities. Models were adjusted for sex, education, age, body mass index, number of comorbidities, gait speed at the first follow-up, and time between the last fall and the first follow-up gait assessment. RESULTS Pace declined while rhythm and variability increased at a faster rate (P<.05) among 32 participants with multiple falls in the first year of follow-up compared with 299 participants with no falls. Risk for clinical gait abnormalities between those with no falls, a single fall, or multiple falls was not different. CONCLUSIONS Multiple falls predict future gait decline in multiple domains in aging. Interventions to prevent gait decline after multiple falls should be investigated.
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Affiliation(s)
- Oshadi Jayakody
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Helena M Blumen
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY
| | - Emmeline Ayers
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY
| | - Joe Verghese
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY; Department of Neurology, Albert Einstein College of Medicine, Bronx, NY.
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46
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Martini DN, Morris R, Harker G, Kelly VE, Nutt JG, Horak FB. Exploring the effects of dopamine on sensorimotor inhibition and mobility in older adults. Exp Brain Res 2023; 241:127-133. [PMID: 36394592 PMCID: PMC9870938 DOI: 10.1007/s00221-022-06509-1] [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: 07/13/2022] [Accepted: 11/11/2022] [Indexed: 11/18/2022]
Abstract
Dopaminergic activity decreases in older adults (OAs) with normal aging and is further reduced in Parkinson's disease (PD), affecting cortical motor and sensorimotor pathways. Levodopa is the prevailing therapy to counter dopamine loss in PD, though not all PD motor signs improve with levodopa. The purpose of this preliminary study was to explore the effects of levodopa on sensorimotor inhibition, gait and quiet standing in OAs and to investigate the relationships between sensorimotor inhibition and both gait and standing balance both OFF- and ON-levodopa. Fifteen OA males completed a gait, balance and sensorimotor assessments before and 1 h after they were given a 100 mg dose of levodopa. Short-latency afferent inhibition quantified sensorimotor inhibition. Wearable sensors characterized gait (two-minute walk) and standing balance (1-min stance). No sensorimotor inhibition, gait, or standing balance measures changed from OFF- to ON-levodopa. When OFF-levodopa, worse inhibition significantly related to increased double stance (r = 0.62; p = 0.01), increased jerkiness of sway (r = 0.57; p = 0.03) and sway area (r = 0.58; p = 0.02). While ON-levodopa, worse inhibition related to increased arm swing range of motion (r = 0.63; p = 0.01) and jerkiness of sway (r = 0.53; p = 0.04). The relationship between SAI and arm swing excursion significantly changed from OFF- to ON-levodopa (z = - 3.05; p = 0.002; 95% confidence interval = - 0.95, - 0.21). Sensorimotor inhibition relationships to both gait and balance may be affected by dopamine in OAs. Cortical restructuring due to the loss of dopamine may be responsible for the heterogeneity of levodopa effect in people with PD and OAs.
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Affiliation(s)
- Douglas N Martini
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA.
- Department of Kinesiology, University of Massachusetts Amherst, 30 Eastman Lane, Amherst, MA, 01003, USA.
| | - Rosie Morris
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
- Department of Sport, Exercise, and Rehabilitation, Northumbria University, Newcastle, UK
| | - Graham Harker
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Valerie E Kelly
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - John G Nutt
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Fay B Horak
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
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47
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Bachman SL, Blankenship JM, Busa M, Serviente C, Lyden K, Clay I. Capturing Measures That Matter: The Potential Value of Digital Measures of Physical Behavior for Alzheimer's Disease Drug Development. J Alzheimers Dis 2023; 95:379-389. [PMID: 37545234 PMCID: PMC10578291 DOI: 10.3233/jad-230152] [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] [Accepted: 06/30/2023] [Indexed: 08/08/2023]
Abstract
Alzheimer's disease (AD) is a devastating neurodegenerative disease and the primary cause of dementia worldwide. Despite the magnitude of AD's impact on patients, caregivers, and society, nearly all AD clinical trials fail. A potential contributor to this high rate of failure is that established clinical outcome assessments fail to capture subtle clinical changes, entail high burden for patients and their caregivers, and ineffectively address the aspects of health deemed important by patients and their caregivers. AD progression is associated with widespread changes in physical behavior that have impacts on the ability to function independently, which is a meaningful aspect of health for patients with AD and important for diagnosis. However, established assessments of functional independence remain underutilized in AD clinical trials and are limited by subjective biases and ceiling effects. Digital measures of real-world physical behavior assessed passively, continuously, and remotely using digital health technologies have the potential to address some of these limitations and to capture aspects of functional independence in patients with AD. In particular, measures of real-world gait, physical activity, and life-space mobility captured with wearable sensors may offer value. Additional research is needed to understand the validity, feasibility, and acceptability of these measures in AD clinical research.
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Affiliation(s)
| | | | - Michael Busa
- Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, MA, USA
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Corinna Serviente
- Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, MA, USA
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48
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Blumen HM, Jayakody O, Verghese J. Gait in cerebral small vessel disease, pre-dementia, and dementia: A systematic review. Int J Stroke 2023; 18:53-61. [PMID: 35797006 PMCID: PMC9841467 DOI: 10.1177/17474930221114562] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND The interrelationships between gait, cerebral small vessel disease (CSVD), and cognitive impairments in aging are not well-understood-despite their common co-occurrence. OBJECTIVE To systematically review studies of gait impairment in CSVD, pre-dementia, and dementia, and to identify key gaps for future research and novel pathways toward intervention. METHODS A Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)-guided search strategy was implemented in PubMed to identify relevant studies. Potential articles (n = 263) published prior to 1 December 2021 were screened by two reviewers. Studies with sample sizes >20 and including some adults over > 65 years (n = 202) were included. RESULTS The key findings were that (1) adverse gait and cognitive outcomes were associated with several (rather than select) CSVD pathologies distributed across the brain, and (2) poor gait and CSVD pathologies were more strongly associated with dementia with a vascular, rather than an Alzheimer's disease-related, cause. DISCUSSION A better understanding of the interrelationships between gait performance in CSVD, pre-dementia, and dementia requires studies examining (1) comprehensive patterns in the clinical manifestations of CSVD, (2) racially/ethnically diverse samples, (3) samples followed for extended periods of time or across the adult life span, (4) non-traditional CSVD neuroimaging markers (e.g. resting-state functional magnetic resonance imaging (fMRI)), and (5) continuous (e.g. wearable sensors) and complex (e.g. dual-task) walking performance.
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Affiliation(s)
- Helena M Blumen
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Oshadi Jayakody
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Joe Verghese
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
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49
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Udina C, Avtzi S, Mota-Foix M, Rosso AL, Ars J, Kobayashi Frisk L, Gregori-Pla C, Durduran T, Inzitari M. Dual-task related frontal cerebral blood flow changes in older adults with mild cognitive impairment: A functional diffuse correlation spectroscopy study. Front Aging Neurosci 2022; 14:958656. [PMID: 36605362 PMCID: PMC9807627 DOI: 10.3389/fnagi.2022.958656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 11/23/2022] [Indexed: 12/24/2022] Open
Abstract
Introduction In a worldwide aging population with a high prevalence of motor and cognitive impairment, it is paramount to improve knowledge about underlying mechanisms of motor and cognitive function and their interplay in the aging processes. Methods We measured prefrontal cerebral blood flow (CBF) using functional diffuse correlation spectroscopy during motor and dual-task. We aimed to compare CBF changes among 49 older adults with and without mild cognitive impairment (MCI) during a dual-task paradigm (normal walk, 2- forward count walk, 3-backward count walk, obstacle negotiation, and heel tapping). Participants with MCI walked slower during the normal walk and obstacle negotiation compared to participants with normal cognition (NC), while gait speed during counting conditions was not different between the groups, therefore the dual-task cost was higher for participants with NC. We built a linear mixed effects model with CBF measures from the right and left prefrontal cortex. Results MCI (n = 34) showed a higher increase in CBF from the normal walk to the 2-forward count walk (estimate = 0.34, 95% CI [0.02, 0.66], p = 0.03) compared to participants with NC, related to a right- sided activation. Both groups showed a higher CBF during the 3-backward count walk compared to the normal walk, while only among MCI, CFB was higher during the 2-forward count walk. Discussion Our findings suggest a differential prefrontal hemodynamic pattern in older adults with MCI compared to their NC counterparts during the dual-task performance, possibly as a response to increasing attentional demand.
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Affiliation(s)
- Cristina Udina
- REFiT Barcelona Research Group, Parc Sanitari Pere Virgili and Vall d’Hebron Research Institute (VHIR), Barcelona, Spain,Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain,*Correspondence: Cristina Udina,
| | - Stella Avtzi
- ICFO – Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Miriam Mota-Foix
- Statistics and Bioinformatics Unit, Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Andrea L. Rosso
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Joan Ars
- REFiT Barcelona Research Group, Parc Sanitari Pere Virgili and Vall d’Hebron Research Institute (VHIR), Barcelona, Spain,Medicine Department, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Lisa Kobayashi Frisk
- ICFO – Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Clara Gregori-Pla
- ICFO – Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Turgut Durduran
- ICFO – Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Barcelona, Spain,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Marco Inzitari
- REFiT Barcelona Research Group, Parc Sanitari Pere Virgili and Vall d’Hebron Research Institute (VHIR), Barcelona, Spain,Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
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50
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Lu SH, Kuan YC, Wu KW, Lu HY, Tsai YL, Chen HH, Lu TW. Kinematic strategies for obstacle-crossing in older adults with mild cognitive impairment. Front Aging Neurosci 2022; 14:950411. [PMID: 36583190 PMCID: PMC9792980 DOI: 10.3389/fnagi.2022.950411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 11/17/2022] [Indexed: 12/15/2022] Open
Abstract
Introduction Mild cognitive impairment (MCI) is considered a transitional stage between soundness of mind and dementia, often involving problems with memory, which may lead to abnormal postural control and altered end-point control when dealing with neuromechanical challenges during obstacle-crossing. The study aimed to identify the end-point control and angular kinematics of the pelvis-leg apparatus while crossing obstacles for both leading and trailing limbs. Methods 12 patients with MCI (age: 66.7 ± 4.2 y/o; height: 161.3 ± 7.3 cm; mass: 62.0 ± 13.6 kg) and 12 healthy adults (age: 67.7 ± 2.9 y/o; height: 159.3 ± 6.1 cm; mass: 61.2 ± 12.0 kg) each walked and crossed obstacles of three different heights (10, 20, and 30% of leg length). Angular motions of the pelvis and lower limbs and toe-obstacle clearances during leading- and trailing-limb crossings were calculated. Two-way analyses of variance were used to study between-subject (group) and within-subject (obstacle height) effects on the variables. Whenever a height effect was found, a polynomial test was used to determine the trend. A significance level of α = 0.05 was set for all tests. Results Patients with MCI significantly increased pelvic anterior tilt, hip abduction, and knee adduction in the swing limb during leading-limb crossing when compared to controls (p < 0.05). During trailing-limb crossing, the MCI group showed significantly decreased pelvic posterior tilt, as well as ankle dorsiflexion in the trailing swing limb (p < 0.05). Conclusion Patients with MCI adopt altered kinematic strategies for successful obstacle-crossing. The patients were able to maintain normal leading and trailing toe-obstacle clearances for all tested obstacle heights with a specific kinematic strategy, namely increased pelvic anterior tilt, swing hip abduction, and knee adduction during leading-limb crossing, and decreased pelvic posterior tilt and swing ankle dorsiflexion during trailing-limb crossing. The current results suggest that regular monitoring of obstacle-crossing kinematics for reduced toe-obstacle clearance or any signs of changes in crossing strategy may be helpful for early detection of compromised obstacle-crossing ability in patients with single-domain amnestic MCI. Further studies using a motor/cognitive dual-task approach on the kinematic strategies adopted by multiple-domain MCI will be needed for a complete picture of the functional adaptations in such a patient group.
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Affiliation(s)
- Shiuan-Huei Lu
- Department of Biomedical Engineering, National Taiwan University, Taipei City, Taiwan
| | - Yi-Chun Kuan
- Department of Biomedical Engineering, National Taiwan University, Taipei City, Taiwan,Taipei Neuroscience Institute, Taipei Medical University, Taipei City, Taiwan,Dementia Center and Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan,Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City, Taiwan
| | - Kuan-Wen Wu
- Department of Orthopaedic Surgery, National Taiwan University Hospital, University, Taipei City, Taiwan
| | - Hsuan-Yu Lu
- Department of Biomedical Engineering, National Taiwan University, Taipei City, Taiwan
| | - Yu-Lin Tsai
- Department of Biomedical Engineering, National Taiwan University, Taipei City, Taiwan,Department of Orthopaedic Surgery, National Taiwan University Hospital, University, Taipei City, Taiwan
| | - Hsiang-Ho Chen
- School of Biomedical Engineering, Taipei Medical University, Taipei City, Taiwan,Department of Biomedical Engineering and Center for Biomedical Engineering, Chang Gung University, Taoyuan City, Taiwan,*Correspondence: Hsiang-Ho Chen, ; Tung-Wu Lu,
| | - Tung-Wu Lu
- Department of Biomedical Engineering, National Taiwan University, Taipei City, Taiwan,Department of Orthopaedic Surgery, School of Medicine, National Taiwan University, Taipei City, Taiwan,*Correspondence: Hsiang-Ho Chen, ; Tung-Wu Lu,
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