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Aslan DH, Sayre MK, Bharadwaj PK, Ally M, Maltagliati S, Lai MHC, Wilcox RR, Klimentidis YC, Alexander GE, Raichlen DA. Associations Between Walking Pace, APOE-ε4 Genotype, and Brain Health in Middle-Aged to Older Adults. Med Sci Sports Exerc 2025; 57:1212-1220. [PMID: 39780372 DOI: 10.1249/mss.0000000000003646] [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: 01/11/2025]
Abstract
PURPOSE This study aimed to investigate whether self-reported walking pace (a marker of physical function) and the presence of APOE-ε4 allele interact to modify brain health outcomes. METHODS We used data from a prospective cohort study of middle-aged to older adults from the UK Biobank who self-reported walking pace (slow or steady-to-brisk) and who were initially free of dementia ( n = 415,110). Incident all-cause dementia was obtained from hospital and death registry records, and structural brain volumes (right and left hippocampus volumes, total gray matter volume, and volume of white matter hyperintensities) were measured from a subset of participants ( n = 33,113). Cox proportional hazard models and generalized linear models were used to assess associations between exposures and outcomes. RESULTS Slow walking pace and the presence of APOE-ε4 allele were associated with increased dementia risk (HR = 1.79 [95% CI = 1.66-1.93], P < 0.001; HR = 3.06 [2.90-3.23], P < 0.001, respectively), and there was an interaction between these associations, indicating that the association of walking pace with dementia risk is modified by APOE-ε4 status (reference group: HR Steady-Brisk/APOE-ε4- = 1; HR Slow/APOE-ε4- = 2.03 [1.84-2.25], P < 0.001; HR Steady-Brisk/APOE-ε4+ = 3.21 [3.02-3.41], P < 0.001; HR Slow/APOE-ε4+ = 4.99 [4.48-5.58], P < 0.001). Slow self-reported walking pace was associated with worse brain volume outcomes, and these associations were not modified by APOE-ε4 genotype. CONCLUSIONS These results suggest walking pace and APOE-ε4 status independently influence brain volume outcomes, but both factors independently and jointly contribute to increased dementia risk. Individuals with both risk factors (slow walking pace and APOE-ε4 allele) show the strongest associations with dementia risk.
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Affiliation(s)
- Daniel H Aslan
- Human and Evolutionary Biology Section, Department of Biological Sciences, University of Southern California, CA
| | - M Katherine Sayre
- Department of Anthropology, University of California, Santa Barbara, CA
| | | | - Madeline Ally
- Department of Psychology, University of Arizona, Tucson, AZ
| | - Silvio Maltagliati
- Human and Evolutionary Biology Section, Department of Biological Sciences, University of Southern California, CA
| | - Mark H C Lai
- Department of Psychology, University of Southern California, CA
| | - Rand R Wilcox
- Department of Psychology, University of Southern California, CA
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Nayak S, Wagshul ME, Foley FW, Motl RW, Holtzer R. Associations between connectivity in functional brain networks and gait speed in older adults with and without multiple sclerosis. J Neurol 2025; 272:216. [PMID: 39969606 DOI: 10.1007/s00415-025-12955-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] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 02/07/2025] [Accepted: 02/09/2025] [Indexed: 02/20/2025]
Abstract
OBJECTIVE To assess whether resting-state functional connectivity (RSFC) brain networks are associated with gait speed in a sample of older adults with and without multiple sclerosis (MS). METHODS Older adults with MS (OAMS: n = 82, mean age = 64.4 ± 4.1 years) and controls (n = 85, mean age = 68.6 ± 7.1 years) underwent brain MRI, cognitive assessment, and motor testing. RSFC brain networks were computed from resting-state functional scans based on a data-driven approach. The timed-25-foot-walk test (T25FW), an established measure of disability in aging and clinical populations, served as the outcome measure. RESULTS Analyses adjusted for confounders revealed that faster gait speed was significantly associated with higher RSFC in left fronto-parietal (p = 0.002) network in the full cohort. Among OAMS, significant associations between faster gait speed and higher RSFC were found in left fronto-parietal (p = 0.002), cerebellar (p = 0.023), and language (p = 0.046) networks. In contrast, among control participants, there were no significant associations between RSFC and gait speed. CONCLUSION In aging, greater functional brain support of walking speed, operationalized using RSFC in empirically derived networks, is required in MS compared to healthy control participants.
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Affiliation(s)
- Siddharth Nayak
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Mark E Wagshul
- Department of Radiology, Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Frederick W Foley
- Multiple Sclerosis Center, Holy Name Medical Center, Teaneck, NJ, USA
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
| | - Robert W Motl
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Roee Holtzer
- Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, USA.
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA.
- , 1225 Morris Park Avenue, Van Etten Building, Room #311, Bronx, NY, 10461, USA.
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Sung Y, Seo JW, Lim B, Jiang S, Li X, Jamrasi P, Ahn SY, Ahn S, Kang Y, Shin H, Kim D, Yoon DH, Song W. Machine Learning for Movement Pattern Changes during Kinect-Based Mixed Reality Exercise Programs in Women with Possible Sarcopenia: Pilot Study. Ann Geriatr Med Res 2024; 28:427-436. [PMID: 39021131 PMCID: PMC11695754 DOI: 10.4235/agmr.24.0033] [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: 02/07/2024] [Revised: 06/07/2024] [Accepted: 07/01/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Sarcopenia is a muscle-wasting condition that affects older individuals. It can lead to changes in movement patterns, which can increase the risk of falls and other injuries. METHODS Older women participants aged ≥65 years who could walk independently were recruited and classified into two groups based on knee extension strength (KES). Participants with low KES scores were assigned to the possible sarcopenia group (PSG; n=7) and an 8-week exercise intervention was implemented. Healthy seniors with high KES scores were classified as the reference group (RG; n=4), and a 3-week exercise intervention was conducted. Kinematic movement data were recorded during the intervention period. All participants' exercise repetitions were used in the data analysis (number of data points=1,128). RESULTS The PSG showed significantly larger movement patterns in knee rotation during wide squats compared to the RG, attributed to weakened lower limb strength. The voting classifier, trained on the movement patterns from wide squats, determined that significant differences in overall movement patterns between the two groups persisted until the end of the exercise intervention. However, after the exercise intervention, significant improvements in lower limb strength in the PSG resulted in reduced knee rotation range of motion and max, thereby stabilizing movements and eliminating significant differences with the RG. CONCLUSION This study suggests that exercise interventions can modify the movement patterns in older individuals with possible sarcopenia. These findings provide fundamental data for developing an exercise management system that remotely tracks and monitors the movement patterns of older adults during exercise activities.
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Affiliation(s)
- Yunho Sung
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Ji-won Seo
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Byunggul Lim
- Department of Physical Education, Seoul National University, Seoul, Korea
- Research Institute, Dr.EXSol Inc., Seoul, Korea
| | - Shu Jiang
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Xinxing Li
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Parivash Jamrasi
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - So Young Ahn
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Seohyun Ahn
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Yuseon Kang
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Hyejung Shin
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Donghyun Kim
- Department of Physical Education, Seoul National University, Seoul, Korea
| | - Dong Hyun Yoon
- Institute on Aging, Seoul National University, Seoul, Korea
- Department of Rehabilitation Medicine, SMG-SNU Boramae Medical Center, Seoul, Korea
| | - Wook Song
- Department of Physical Education, Seoul National University, Seoul, Korea
- Institute on Aging, Seoul National University, Seoul, Korea
- Institute of Sport Science, Seoul National University, Seoul, Korea
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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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Coca-Pulido A, Solis-Urra P, Fernandez-Gamez B, Olvera-Rojas M, Bellón D, Sclafani A, Toval A, Martín-Fuentes I, Bakker EA, Fernández-Ortega J, Gomez-Rio M, Hillman CH, Erickson KI, Ortega FB, Mora-Gonzalez J, Esteban-Cornejo I. Fitness, Gray Matter Volume, and Executive Function in Cognitively Normal Older Adults: Cross-Sectional Findings From the AGUEDA Trial. Scand J Med Sci Sports 2024; 34:e14746. [PMID: 39425451 DOI: 10.1111/sms.14746] [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: 05/11/2024] [Revised: 10/02/2024] [Accepted: 10/03/2024] [Indexed: 10/21/2024]
Abstract
The aim of the study is to investigate the association of cardiorespiratory fitness (CRF) and muscular strength indicators with gray matter volume (GMV) and to study whether fitness-related regions of GMV are associated to executive function (EF) in cognitively normal older adults. Ninety-one cognitively normal older adults (71.69 ± 3.91 years; 57.14% females) participated in this study from the AGUEDA trial. CRF was measured by a 2-km walking test and a 6-min walking test. Muscular strength was measured by handgrip, biceps curl, squats, and isokinetic strength tests. T1-weigthed images were obtained through a magnetic resonance scan. GMV was determined by voxel-based morphometric analysis. Standardized EF tests were performed. CRF did not show any positive association with GMV. Handgrip strength was positively associated with GMV (p < 0.001) in nine regions (β from 0.6 to 0.8 and k from 106 to 1927) and knee extension strength in three regions (β from 0.4 to 0.5 and k from 76 to 2776). Squats strength was negatively associated with GMV (p < 0.001) in two regions (β = -0.3, k = 1102 and k = 152) and the 2-km walking test in one region (β = -0.4, k = 99). Only handgrip strength-related GMV was associated with cognitive flexibility (p = 0.039, β = 0.215) and spatial working memory (p < 0.03, β 0.247-0.317), but not with EF score (p > 0.05). Muscular strength, but no CRF, may be positively related to GMV in cortical and subcortical regions, with implications for specific cognitive domains rather than the overall EF score. Specifically, handgrip strength was the indicator most associated with higher GMV, while squats strength and CRF were negatively related to GMV. ClinicalTrials.gov identifier: NCT05186090.
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Affiliation(s)
- Andrea Coca-Pulido
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Patricio Solis-Urra
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Faculty of Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile
| | - Beatriz Fernandez-Gamez
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Marcos Olvera-Rojas
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Darío Bellón
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Alessandro Sclafani
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Angel Toval
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Isabel Martín-Fuentes
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Esmée A Bakker
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Javier Fernández-Ortega
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Manuel Gomez-Rio
- Servicio de Medicina Nuclear, Hospital Universitario Virgen de Las Nieves, Granada, Spain
| | - Charles H Hillman
- Center for Cognitive & Brain Health, Northeastern University, Boston, Massachusetts, USA
- Department of Psychology, Northeastern University, Boston, Massachusetts, USA
- Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Kirk I Erickson
- AdventHealth Research Institute, Neuroscience, Orlando, Florida, USA
- Department of Psychology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Francisco B Ortega
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Jose Mora-Gonzalez
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
| | - Irene Esteban-Cornejo
- Department of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain
- Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- Instituto de Investigación Biosanitaria ibs. GRANADA, Granada, Spain
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Sainsily-Cesarus A, Schmitt E, Landre L, Botzung A, Rauch L, Demuynck C, Philippi N, de Sousa PL, Mutter C, Cretin B, Martin-Hunyadi C, Blanc F. Dementia with Lewy bodies and gait neural basis: a cross-sectional study. Alzheimers Res Ther 2024; 16:170. [PMID: 39080741 PMCID: PMC11287986 DOI: 10.1186/s13195-024-01539-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 07/19/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND Dementia with Lewy Bodies (DLB) is responsible for cognitive-behavioural disorders but also for gait disorders. The latter are thought to be related to parkinsonism, but the neural bases of these disorders are not well known, especially in the early stages. The aim of this study was to investigate by volumetric Magnetic Resonance Imaging the neuronal basis of gait disorders in DLB patients, compared to Healthy Elderly Controls and Alzheimer's Disease patients. METHODS Clinical examination with motor assessment including 10-meter walking speed, one-leg balance and Timed Up and Go test, a comprehensive neuropsychological evaluation and 3D brain Magnetic Resonance Imaging were performed on 84 DLB patients, 39 Alzheimer's Disease patients and 22 Healthy Elderly Controls. We used Statistical Parametric Mapping 12 to perform a one-sample t-test to investigate the correlation between each gait score and gray matter volume (P ≤ 0.05 corrected for family-wise error). RESULTS We found a correlation for DLB patients between walking speed and gray matter decrease (P < 0.05, corrected for family-wise error) in caudate nuclei, anterior cingulate cortex, mid-cingulate cortex, hippocampi, supplementary motor area, right cerebellar cortex and left parietal operculum. We found no correlation with Timed Up and Go test and one-leg balance. CONCLUSION Gait disorders are underpinned by certain classical regions such as the cerebellum and the supplementary motor area. Our results suggest there may be a motivational and emotional component of voluntary gait in DLB subjects, underpinned by the cingulate cortex, a spatial orientation component, underpinned by hippocampi and suggest the involvement of brain processing speed and parkinsonism, underpinned by the caudate nuclei. TRIAL REGISTRATION The study protocol has been registered on ClinicalTrials.gov. (NCT01876459) on June 12, 2013.
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Affiliation(s)
- Adele Sainsily-Cesarus
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Elise Schmitt
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France.
- Faculty of Medicine, University of Strasbourg, Strasbourg, EA-3072, France.
| | - Lionel Landre
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Anne Botzung
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
| | - Lucie Rauch
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
| | - Catherine Demuynck
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
| | - Nathalie Philippi
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Paulo Loureiro de Sousa
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Catherine Mutter
- University Hospital of Strasbourg, CIC INSERM 1434, Strasbourg, France
| | - Benjamin Cretin
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Catherine Martin-Hunyadi
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
| | - Frederic Blanc
- Geriatrics Department, University Hospital of Strasbourg, CM2R (Memory Resource and Research Centre), Strasbourg, France
- University of Strasbourg, CNRS, UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), team IMIS, ICube laboratory, Strasbourg, France
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7
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Stein RG, Ten Brinke LF, Boa Sorte Silva NC, Hsu CL, Handy TC, Hsiung GYR, Liu-Ambrose T. The Effect of Computerized Cognitive Training, with and without Exercise, on Cortical Volume and Thickness and Its Association with Gait Speed in Older Adults: A Secondary Analysis of a Randomized Controlled Trial. J Alzheimers Dis Rep 2024; 8:817-831. [PMID: 38910947 PMCID: PMC11191637 DOI: 10.3233/adr-230206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 04/04/2024] [Indexed: 06/25/2024] Open
Abstract
Background Slower walking is associated with changes in cortical volume and thickness. Computerized cognitive training (CCT) and exercise improve cortical volume and thickness and thus, may promote gait speed. Slowing of gait is predictive of Alzheimer's disease. Objective To examine: 1) the effect of CCT, with or without physical exercise, on cortical volume and thickness and; 2) the association of changes in cortical volume and thickness with changes in gait speed. Methods A subset of 124 adults (n = 53), aged 65-85 years, enrolled in an 8-week randomized controlled trial and completed T1-weighted MRI and 4-meter walk at baseline and 8 weeks. Participants were randomized to: 1) active control (BAT; n = 19); 2) CCT (n = 17); or 3) CCT preceded by exercise (Ex-CCT; n = 17). Change in cortical volume and thickness were assessed and compared across all groups using Freesurfer. RESULTS BAT versus CCT increased left rostral middle frontal gyrus volume (p = 0.027) and superior temporal gyrus thickness (p = 0.039). Ex-CCT versus CCT increased left cuneus thickness (p < 0.001) and right post central gyrus thickness (p = 0.005), and volume (p < 0.001). Ex-CCT versus BAT increased left (p = 0.001) and right (p = 0.020) superior parietal gyri thickness. There were no significant between-group differences in gait speed (p > 0.175). Increased left superior parietal volume (p = 0.036, r = 0.340) and thickness (p = 0.002, r = 0.348), right post central volume (p = .017, r = 0.341) and thickness (p = 0.001, r = 0.348), left banks of superior temporal sulcus thickness (p = 0.002, r = 0.356), and left precuneus thickness (p < 0.001, r = 0.346) were associated with increased gait speed. CONCLUSIONS CCT with physical exercise, but not CCT alone, improves cortical volume and thickness in older adults. These changes may contribute to the maintenance of gait speed in aging.
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Affiliation(s)
- Ryan G. Stein
- Aging, Mobility, and Cognitive Health Laboratory, University of British Columbia, Vancouver, BC, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Aging SMART at Vancouver Coastal Health, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lisanne F. Ten Brinke
- Aging, Mobility, and Cognitive Health Laboratory, University of British Columbia, Vancouver, BC, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Aging SMART at Vancouver Coastal Health, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nárlon C. Boa Sorte Silva
- Aging, Mobility, and Cognitive Health Laboratory, University of British Columbia, Vancouver, BC, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Aging SMART at Vancouver Coastal Health, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chun Liang Hsu
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong
| | - Todd C. Handy
- Department of Psychology, Faculty of Art, University of British Columbia, Vancouver, British Columbia, Canada
| | - Ging-Yuek R. Hsiung
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Division of Neurology, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Vancouver Coastal Health Research Institute and University of British Columbia Hospital Clinic for Alzheimer Disease and Related Disorders, Vancouver, BC, Canada
| | - Teresa Liu-Ambrose
- Aging, Mobility, and Cognitive Health Laboratory, University of British Columbia, Vancouver, BC, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Aging SMART at Vancouver Coastal Health, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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8
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Zhang X, Lu H, Fan M, Tian W, Wang Y, Cui M, Jiang Y, Suo C, Zhang T, Jin L, Xu K, Chen X. Bidirectional mediation of bone mineral density and brain atrophy on their associations with gait variability. Sci Rep 2024; 14:8483. [PMID: 38605086 PMCID: PMC11009386 DOI: 10.1038/s41598-024-59220-2] [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: 11/15/2023] [Accepted: 04/08/2024] [Indexed: 04/13/2024] Open
Abstract
This mediation analysis aimed to investigate the associations among areal bone mineral density, mobility-related brain atrophy, and specific gait patterns. A total of 595 participants from the Taizhou Imaging Study, who underwent both gait and bone mineral density measurements, were included in this cross-sectional analysis. We used a wearable gait tracking device to collect quantitative gait parameters and then summarized them into independent gait domains with factor analysis. Bone mineral density was measured in the lumbar spine, femoral neck, and total hip using dual-energy X-ray absorptiometry. Magnetic resonance images were obtained on a 3.0-Tesla scanner, and the volumes of brain regions related to mobility were computed using FreeSurfer. Lower bone mineral density was found to be associated with higher gait variability, especially at the site of the lumbar spine (β = 0.174, FDR = 0.001). Besides, higher gait variability was correlated with mobility-related brain atrophy, like the primary motor cortex (β = 0.147, FDR = 0.006), sensorimotor cortex (β = 0.153, FDR = 0.006), and entorhinal cortex (β = 0.106, FDR = 0.043). Bidirectional mediation analysis revealed that regional brain atrophy contributed to higher gait variability through the low lumbar spine bone mineral density (for the primary motor cortex, P = 0.018; for the sensorimotor cortex, P = 0.010) and the low lumbar spine bone mineral density contributed to higher gait variability through the primary motor and sensorimotor cortices (P = 0.026 and 0.010, respectively).
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Affiliation(s)
- Xin Zhang
- School of Public Health, The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Heyang Lu
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Min Fan
- Taixing Disease Control and Prevention Center, Taizhou, Jiangsu, China
| | - Weizhong Tian
- Taizhou People's Hospital Affiliated to Nantong University, Taizhou, Jiangsu, China
| | - Yingzhe Wang
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Mei Cui
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yanfeng Jiang
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Chen Suo
- School of Public Health, The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Tiejun Zhang
- School of Public Health, The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Li Jin
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Kelin Xu
- School of Public Health, The Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China.
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
| | - Xingdong Chen
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China.
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China.
- Yiwu Research Institute of Fudan University, Yiwu, Zhejiang, China.
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9
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Zhang X, Lu H, Fan M, Tian W, Cui M, Jiang Y, Suo C, Zhang T, Xu K, Wang Y, Chen X. Mobility-related brain regions linking carotid intima-media thickness to specific gait performances in old age. BMC Geriatr 2024; 24:303. [PMID: 38561655 PMCID: PMC10983675 DOI: 10.1186/s12877-024-04918-1] [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: 10/23/2023] [Accepted: 03/25/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Gait disturbance is common in older adults with vascular diseases. However, how carotid atherosclerosis affects gait remains poorly understood. The objectives were to investigate the associations between carotid intima-media thickness and specific gait performances and explore the potential role of brain structure in mediating these associations. METHODS A cross-sectional analysis of data from the Taizhou Imaging Study was conducted, including 707 individuals who underwent both gait and carotid ultrasound examinations. Gait assessments include the Timed-Up-and-Go test, the Tinetti test, and quantitative gait assessment using a wearable device. Quantitative parameters were summarized into independent gait domains with factor analysis. Magnetic resonance images were obtained on a 3.0-Tesla scanner, and the volumes of fifteen brain regions related to motor function (primary motor, sensorimotor), visuospatial attention (inferior posterior parietal lobules, superior posterior parietal lobules), executive control function (dorsolateral prefrontal cortex, anterior cingulate), memory (hippocampus, entorhinal cortex), motor imagery (precuneus, parahippocampus, posterior cingulated cortex), and balance (basal ganglia: pallidum, putamen, caudate, thalamus) were computed using FreeSurfer and the Desikan-Killiany atlas. Mediation analysis was conducted with carotid intima-media thickness as the predictor and mobility-related brain regions as mediators. RESULTS Carotid intima-media thickness was found to be associated with the Timed-Up-and-Go performance (β = 0.129, p = 0.010) as well as gait performances related to pace (β=-0.213, p < 0.001) and symmetry (β = 0.096, p = 0.045). Besides, gait performances were correlated with mobility-related brain regions responsible for motor, visuospatial attention, executive control, memory, and balance (all FDR < 0.05). Notably, significant regions differed depending on the gait outcomes measured. The primary motor (41.9%), sensorimotor (29.3%), visuospatial attention (inferior posterior parietal lobules, superior posterior parietal lobules) (13.8%), entorhinal cortex (36.4%), and motor imagery (precuneus, parahippocampus, posterior cingulated cortex) (27.3%) mediated the association between increased carotid intima-media thickness and poorer Timed-Up-and-Go performance. For the pace domain, the primary motor (37.5%), sensorimotor (25.8%), visuospatial attention (12.3%), entorhinal cortex (20.7%), motor imagery (24.9%), and balance (basal ganglia: pallidum, putamen, caudate, thalamus) (11.6%) acted as mediators. CONCLUSIONS Carotid intima-media thickness is associated with gait performances, and mobility-related brain volume mediates these associations. Moreover, the distribution of brain regions regulating mobility varies in the different gait domains. Our study adds value in exploring the underlying mechanisms of gait disturbance in the aging population.
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Grants
- 2022ZD0211600 the Science and Technology Innovation 2030 Major Projects
- 2022ZD0211600 the Science and Technology Innovation 2030 Major Projects
- 2022ZD0211600 the Science and Technology Innovation 2030 Major Projects
- 2022ZD0211600 the Science and Technology Innovation 2030 Major Projects
- 2022ZD0211600 the Science and Technology Innovation 2030 Major Projects
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 2021YFC2500100 National Key Research and Development Program of China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 23ZR1414000, 22ZR1405300 the Natural Science Foundation of Shanghai, China
- 22QA1404000 the Shanghai Rising-Star Program
- 22QA1404000 the Shanghai Rising-Star Program
- 22QA1404000 the Shanghai Rising-Star Program
- 22QA1404000 the Shanghai Rising-Star Program
- 22QA1404000 the Shanghai Rising-Star Program
- GWGZLXK-2023-02 Fudan School of Public Health-Jiading CDC key disciplines for the high-quality development of public health
- GWGZLXK-2023-02 Fudan School of Public Health-Jiading CDC key disciplines for the high-quality development of public health
- GWGZLXK-2023-02 Fudan School of Public Health-Jiading CDC key disciplines for the high-quality development of public health
- GWGZLXK-2023-02 Fudan School of Public Health-Jiading CDC key disciplines for the high-quality development of public health
- GWGZLXK-2023-02 Fudan School of Public Health-Jiading CDC key disciplines for the high-quality development of public health
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Affiliation(s)
- Xin Zhang
- School of Public Health, the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Heyang Lu
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Min Fan
- Taixing Disease Control and Prevention Center, Taizhou, Jiangsu, China
| | - Weizhong Tian
- Taizhou People's Hospital Affiliated to Nantong University, Taizhou, Jiangsu, China
| | - Mei Cui
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yanfeng Jiang
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Chen Suo
- School of Public Health, the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Tiejun Zhang
- School of Public Health, the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Kelin Xu
- School of Public Health, the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China.
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
| | - Yingzhe Wang
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China.
| | - Xingdong Chen
- Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China.
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China.
- Yiwu Research Institute of Fudan University, Yiwu, Zhejiang, China.
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10
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Dougherty RJ, Wang H, Gross AL, Schrack JA, Agrawal Y, Davatzikos C, Cai Y, Simonsick EM, Ferrucci L, Resnick SM, Tian Q. Shared and Distinct Associations of Manual Dexterity and Gross Motor Function With Brain Atrophy. J Gerontol A Biol Sci Med Sci 2024; 79:glad245. [PMID: 37837441 PMCID: PMC10876075 DOI: 10.1093/gerona/glad245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Indexed: 10/16/2023] Open
Abstract
BACKGROUND Poor motor function is associated with brain atrophy and cognitive impairment. Less is known about the relationship between motor domains and brain atrophy and whether associations are affected by cerebrovascular burden and/or physical activity. METHODS We analyzed data from 726 Baltimore Longitudinal Study of Aging participants (mean age 70.6 ± 10.1 years, 56% women, 27% Black), 525 of whom had repeat MRI scans over an average of 5.0 ± 2.1 years. Two motor domains, manual dexterity and gross motor, were operationalized as latent variables. Associations between the latent variables and cortical and subcortical brain volumes of interest were examined using latent growth curve modeling, adjusted for demographics, white matter hyperintensities, and physical activity. RESULTS Both higher manual dexterity and gross motor function were cross-sectionally associated with smaller ventricular volume and greater white matter volumes in the frontal, parietal, and temporal lobes (all p < .05). Manual dexterity was also cross-sectionally associated with parietal gray matter (B = 0.14; 95% CI: 0.05, 0.23), hippocampus (B = 0.10; 95% CI: 0.01, 0.20), postcentral gyrus (B = 0.11; 95% CI: 0.01, 0.20), and occipital white matter (B = 0.10; 95% CI: 0.01, 0.21) volumes, and gross motor function with temporal gray matter volume (B = 0.16; 95% CI: 0.05, 0.26). Longitudinally, both higher manual dexterity and gross motor function were associated with less temporal white matter and occipital gray matter atrophy (all p < .05). Manual dexterity was also associated with a slower rate of ventricular enlargement (B = -0.17; 95% CI: -0.29, -0.05) and less atrophy of occipital white matter (B = 0.39; 95% CI: 0.04, 0.71). CONCLUSIONS Among cognitively normal middle- and older-aged adults, manual dexterity and gross motor function exhibited shared as well as distinct associations with brain atrophy over time.
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Affiliation(s)
- Ryan J Dougherty
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
- Center on Aging and Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hang Wang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Alden L Gross
- Center on Aging and Health, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Jennifer A Schrack
- Center on Aging and Health, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Yuri Agrawal
- Department of Otolaryngology—Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Christos Davatzikos
- Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yurun Cai
- Department of Health and Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, Pennsylvania, USA
| | - Eleanor M Simonsick
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland, USA
| | - Luigi Ferrucci
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland, USA
| | - Susan M Resnick
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland, USA
| | - Qu Tian
- Intramural Research Program, National Institute on Aging, Baltimore, Maryland, USA
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11
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Wang J, Li Y, Yang GY, Jin K. Age-Related Dysfunction in Balance: A Comprehensive Review of Causes, Consequences, and Interventions. Aging Dis 2024; 16:714-737. [PMID: 38607735 PMCID: PMC11964428 DOI: 10.14336/ad.2024.0124-1] [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: 12/03/2023] [Accepted: 01/24/2024] [Indexed: 04/14/2024] Open
Abstract
This review delves into the multifaceted aspects of age-related balance changes, highlighting their prevalence, underlying causes, and the impact they have on the elderly population. Central to this discussion is the exploration of various physiological changes that occur with aging, such as alterations in the vestibular, visual, proprioceptive systems, and musculoskeletal degeneration. We examine the role of neurological disorders, cognitive decline, and medication side effects in exacerbating balance issues. The review underscores the significance of early detection and effective intervention strategies in mitigating the risks associated with balance problems, such as falls and reduced mobility. It discusses the effectiveness of diverse intervention strategies, including exercise programs, rehabilitation techniques, and technological advancements like virtual reality, wearable devices, and telemedicine. Additionally, the review stresses the importance of a holistic approach in managing balance disorders, encompassing medication review, addressing comorbidities, and environmental modifications. The paper also presents future research directions, emphasizing the need for a deeper understanding of the complex mechanisms underlying balance changes with aging and the potential of emerging technologies and interdisciplinary approaches in enhancing assessment and intervention methods. This comprehensive review aims to provide valuable insights for healthcare providers, researchers, and policymakers in developing targeted strategies to improve the quality of life and ensure the well-being of the aging population.
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Affiliation(s)
- Jixian Wang
- Department of Rehabilitation Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Yongfang Li
- Department of Rehabilitation Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Guo-Yuan Yang
- Neuroscience and Neuroengineering Research Center, Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
| | - Kunlin Jin
- Department of Pharmacology and Neuroscience, University of North Texas Health Science Center, Fort Worth, TX 76107, USA
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12
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Hong W, Zhang X, Liu Z, Li M, Yu Z, Zhao G, Wang Y, Sun C, Yang B, Xu R, Zhao Z. MRI Assessment of the Relationship Between Cortical Morphological Features and Hemiparetic Motor-Related Outcomes in Chronic Subcortical Stroke Patients. J Magn Reson Imaging 2023; 58:571-580. [PMID: 36440811 DOI: 10.1002/jmri.28542] [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: 09/20/2022] [Revised: 11/14/2022] [Accepted: 11/14/2022] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND It is unclear which cortical regions are specific to or commonly associated with the impairments of the upper/lower limbs and the activities of daily life (ADL) in stroke patients. PURPOSE To investigate the relationships between MRI-assessed surface-based morphometry (SBM) features and motor function as well as ADL in participants with chronic stroke. STUDY TYPE Prospective. SUBJECTS Thirty-five participants with subcortical stroke more than 3 months from the first-onset (age: 56.44 ± 9.56 years; 32 male). FIELD STRENGTH/SEQUENCE T1 -weighted images, 3.0 T, three-dimensional fast field-echo sequence. ASSESSMENT FreeSurfer (6.0) was used to parcellate each hemisphere into 34 regions based on the Desikan-Killiany atlas and to extract the surface area, volume, thickness, and curvature. The motor function and ADL were assessed by the Fugl-Meyer Assessment for the Upper/Lower Extremity (FMA-UE/FMA-LE) and the Chinese version of the Modified Barthel Index (MBI-C), respectively. STATISTICAL TESTS A linear mixed-effect model was applied to evaluate the relationship between the morphological features and the FMA-UE, FMA-LE, and MBI-C. A false discovery rate corrected P value < 0.05 was considered statistically significant. RESULTS Correlations between the size of stroke lesion and MRI measurements did not pass the FDR correction (adjusted P > 0.05). SBM features in motor-related and high-order cognitive cortical regions showed significant correlations with FMA-UE and FMA-LE, respectively. Moreover, the thickness in the prefrontal cortex significantly positively correlated, while the surface area in the right supramarginal gyrus significantly negatively correlated, with both FMA-UE, FMA-LE, and MBI-C. The thickness in the left frontal lobe significantly positively correlated with both FMA-UE and MBI-C. DATA CONCLUSION This study's findings suggest that different hemiparetic motor-related outcomes in participants with subcortical stroke which suffered a corticospinal tract-related injury show specific, but also share common, associations with several cortical regions. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Wenjun Hong
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Xin Zhang
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zaixing Liu
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Ming Li
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhixuan Yu
- Department of Radiology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Guanchun Zhao
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Yuxin Wang
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Cuiyun Sun
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Bo Yang
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Rong Xu
- Department of Rehabilitation Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhiyong Zhao
- Key Laboratory for Biomedical Engineering of Ministry of Education, Department of Biomedical Engineering, College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, China
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13
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Maresova P, Krejcar O, Maskuriy R, Bakar NAA, Selamat A, Truhlarova Z, Horak J, Joukl M, Vítkova L. Challenges and opportunity in mobility among older adults - key determinant identification. BMC Geriatr 2023; 23:447. [PMID: 37474928 PMCID: PMC10360303 DOI: 10.1186/s12877-023-04106-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 06/14/2023] [Indexed: 07/22/2023] Open
Abstract
BACKGROUND Attention is focused on the health and physical fitness of older adults due to their increasing age. Maintaining physical abilities, including safe walking and movement, significantly contributes to the perception of health in old age. One of the early signs of declining fitness in older adults is limited mobility. Approximately one third of 70-year-olds and most 80-year-olds report restrictions on mobility in their apartments and immediate surroundings. Restriction or loss of mobility is a complex multifactorial process, which makes older adults prone to falls, injuries, and hospitalizations and worsens their quality of life while increasing overall mortality. OBJECTIVE The objective of the study is to identify the factors that have had a significant impact on mobility in recent years and currently, and to identify gaps in our understanding of these factors. The study aims to highlight areas where further research is needed and where new and effective solutions are required. METHODS The PRISMA methodology was used to conduct a scoping review in the Scopus and Web of Science databases. Papers published from 2007 to 2021 were searched in November 2021. Of these, 52 papers were selected from the initial 788 outputs for the final analysis. RESULTS The final selected papers were analyzed, and the key determinants were found to be environmental, physical, cognitive, and psychosocial, which confirms the findings of previous studies. One new determinant is technological. New and effective solutions lie in understanding the interactions between different determinants of mobility, addressing environmental factors, and exploring opportunities in the context of emerging technologies, such as the integration of smart home technologies, design of accessible and age-friendly public spaces, development of policies and regulations, and exploration of innovative financing models to support the integration of assistive technologies into the lives of seniors. CONCLUSION For an effective and comprehensive solution to support senior mobility, the determinants cannot be solved separately. Physical, cognitive, psychosocial, and technological determinants can often be perceived as the cause/motivation for mobility. Further research on these determinants can help to arrive at solutions for environmental determinants, which, in turn, will help improve mobility. Future studies should investigate financial aspects, especially since many technological solutions are expensive and not commonly available, which limits their use.
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Affiliation(s)
- Petra Maresova
- Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic
| | - Ondrej Krejcar
- Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic.
- Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia Kuala Lumpur, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia.
| | | | | | - Ali Selamat
- Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic
- Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia Kuala Lumpur, Jalan Sultan Yahya Petra, 54100, Kuala Lumpur, Malaysia
| | - Zuzana Truhlarova
- Faculty of Education, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic
| | - Jiri Horak
- Faculty of Mining and Geology, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, Ostrava-Poruba, 708 00, Czech Republic
| | - Miroslav Joukl
- Philosophical Faculty, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic
| | - Lucie Vítkova
- Philosophical Faculty, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove, 500 03, Czech Republic
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14
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Welter ML, Vasseur A, Edragas R, Chaumont H, Pineau F, Mangone G, Olivier C, Leber I, Rivaud-Pechoux S, Lehericy S, Gallea C, Yahia-Cherif L, Lannuzel A. Brain dysfunction in gait disorders of Caribbean atypical Parkinsonism and progressive supranuclear palsy patients: A comparative study. Neuroimage Clin 2023; 38:103443. [PMID: 37247501 PMCID: PMC10236465 DOI: 10.1016/j.nicl.2023.103443] [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: 03/14/2023] [Revised: 05/19/2023] [Accepted: 05/21/2023] [Indexed: 05/31/2023]
Abstract
INTRODUCTION Gait disorders and falls occur early in progressive supranuclear palsy (PSP-RS) and Caribbean atypical parkinsonism (Caribbean AP). However, the link between these signs and brain lesions has never been explored in these patient populations. Here, we investigate and compare the imaging factors that relate to gait and balance disorders in Caribbean AP and PSP-RS patients. METHODS We assessed gait and balance using clinical scales and gait recordings in 16 Caribbean AP and 15 PSP-RS patients and 17 age-matched controls. We measured the grey and white matter brain volumes on 3 T brain MRI images. We performed a principal component analysis (PCA) including all the data to determine differences and similarities between groups, and explore the relationship between gait disorders and brain volumes. RESULTS Both Caribbean AP patients and PSP-RS have marked gait and balance disorders with similar severity. In both groups, gait and balance disorders were found to be most strongly related to structural changes in the lateral cerebellum, caudate nucleus, and fronto-parietal areas. In Caribbean AP patients, gait disorders were also related to additional changes in the cortex, including frontal, insular, temporal and cuneus lobes, whereas in PSP-RS patients, additional white matter changes involved the mesencephalon and parahippocampal gyrus. CONCLUSION Gait and balance disorders in Caribbean AP patients are mainly related to dysfunction of cortical brain areas involved in visuo-sensorimotor processing and self-awareness, whereas these signs mainly result from premotor-brainstem-cerebellar network dysfunction in PSP-RS patients, brain areas involved in initiation and maintenance of locomotor pattern and postural adaptation.
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Affiliation(s)
- Marie-Laure Welter
- Neurophysiology Department, Rouen University Hospital, Université de Normandie, Rouen, France; INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Plateforme d'analyse du mouvement (PANAM), Paris Brain Institute, Paris, France.
| | - Alexandre Vasseur
- Neurophysiology Department, Rouen University Hospital, Université de Normandie, Rouen, France
| | - Regine Edragas
- Rehabilitation Department, University Hospital of Martinique, F.W.I, France
| | - Hugo Chaumont
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Neurology Department, Clinical Investigation Centre 1424, University Hospital of Guadeloupe, Université des Antilles, Pointe-à-Pitre, Guadeloupe, F.W.I, France
| | - Fanny Pineau
- Clinical Investigation Centre, Paris Brain Institute, Pitié-Salpêtrière Hospital, Paris, France
| | - Graziella Mangone
- Clinical Investigation Centre, Paris Brain Institute, Pitié-Salpêtrière Hospital, Paris, France
| | - Claire Olivier
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Plateforme d'analyse du mouvement (PANAM), Paris Brain Institute, Paris, France
| | - Isabelle Leber
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France
| | - Sophie Rivaud-Pechoux
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France
| | - Stéphane Lehericy
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Cecile Gallea
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Lydia Yahia-Cherif
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; CENIR, Paris Brain Institute, Paris, France
| | - Annie Lannuzel
- INSERM 1127, Sorbonne Universités, Université Pierre et Marie Curie-Paris Université, Paris 06, Unité Mixte de Recherche (UMR) S1127, Centre National de la Recherche Scientifique (CNRS), UMR 7225, Paris Brain Institute, Paris, France; Neurology Department, Clinical Investigation Centre 1424, University Hospital of Guadeloupe, Université des Antilles, Pointe-à-Pitre, Guadeloupe, F.W.I, France
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15
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Marshall S, Gabiazon R, Persaud P, Nagamatsu LS. What do functional neuroimaging studies tell us about the association between falls and cognition in older adults? A systematic review. Ageing Res Rev 2023; 85:101859. [PMID: 36669688 DOI: 10.1016/j.arr.2023.101859] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/19/2023]
Abstract
Impaired cognition is a known risk factor for falls in older adults. To enhance prevention strategies and treatment of falls among an aging global population, an understanding of the neural processes and networks involved is required. We present a systematic review investigating how functional neuroimaging techniques have been used to examine the association between falls and cognition in seniors. Peer-reviewed articles were identified through searching five electronic databases: 1) Medline, 2) PsycINFO, 3) CINAHL, 4) EMBASE, and 5) Pubmed. Key author, key paper, and reference searching was also conducted. Nine studies were included in this review. A questionnaire composed of seven questions was used to assess the quality of each study. EEG, fMRI, and PET were utilized across studies to examine brain function in older adults. Consistent evidence demonstrates that cognition is associated with measures of falls/falls risk, specifically visual attention and executive function. Our results show that falls/falls risk may be implicated with specific brain regions and networks. Future studies should be prospective and long-term in nature, with standardized outcome measures. Mobile neuroimaging techniques may also provide insight into brain activity as it pertains to cognition and falls in older adults in real-world settings.
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Affiliation(s)
- Samantha Marshall
- Faculty of Health Sciences, School of Kinesiology, Western University, Ontario, Canada
| | - Raphael Gabiazon
- Schulich School of Medicine and Dentistry, Western University, Ontario, Canada
| | - Priyanka Persaud
- Faculty of Health Sciences, School of Kinesiology, Western University, Ontario, Canada
| | - Lindsay S Nagamatsu
- Faculty of Health Sciences, School of Kinesiology, Western University, Ontario, Canada.
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16
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Wang Y, Jiang Y, Lu H, Tian W, Li P, Xu K, Fan M, Zhao X, Dong Q, Jin L, Chen J, Cui M, Chen X. Cross-sectional associations between cortical thickness and independent gait domains in older adults. J Am Geriatr Soc 2022; 70:2610-2620. [PMID: 35510857 DOI: 10.1111/jgs.17840] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 03/17/2022] [Accepted: 04/22/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Although the prevalence of gait disturbance is increasing with population aging, our understanding of its underlying neural basis is still limited. The precise brain regions linked to specific gait domains have not been well defined. In this study, we aim to investigate the associations of cortical thickness and different gait domains, and to explore whether these associations could be explained by cerebral small vessel disease. METHODS A total of 707 community-dwelling participants from the Taizhou Imaging Study (mean age: 60.2 ± 3.0 years, 57.4% female) were involved. All participants underwent brain MRI and gait assessment. We obtained quantitative gait parameters using wearable devices and then summarized them into three independent gait domains through factor analysis. Cortical thickness was analyzed and visualized using FreeSurfer and Surfstat. RESULTS Three independent domains (pace, rhythm, and variability) were summarized from 12 gait parameters. Among gait domains, poorer pace was associated with the thinner cortical thickness of multiple regions, which included areas related with motor function (e.g., the primary motor cortex, premotor cortex, and supplementary motor area), sensory function (e.g., the postcentral gyrus and paracentral lobule), visuospatial attention (e.g., the lateral occipital cortex and lingual gyrus), and identification and cognition (e.g., the fusiform gyrus and entorhinal cortex). Such a relationship was only slightly attenuated after adjustment for cerebrovascular risk factors and cerebral small vessel disease. No statistically significant association was found between cortical thickness and the rhythm or variability domains. CONCLUSIONS Poorer pace is independently associated with thinner cortical thickness in areas important for motor, sensory, cognitive function, and visuospatial attention. Our study emphasizes the importance of cortical thickness in gait control and adds value in investigating neural mechanisms of gait.
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Affiliation(s)
- Yingzhe Wang
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.,Fudan University Taizhou Institute of Health Sciences, Taizhou, China
| | - Yanfeng Jiang
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.,Fudan University Taizhou Institute of Health Sciences, Taizhou, China
| | - Heyang Lu
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Weizhong Tian
- Department of Medical Imaging, Hospital Affiliated 5 to Nantong University (Taizhou People's Hospital), Taizhou, China.,Department of Medical Imaging, Taizhou People's Hospital, Taizhou, China
| | - Peixi Li
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Kelin Xu
- Fudan University Taizhou Institute of Health Sciences, Taizhou, China.,Department of Biostatistics, School of Public Health, and the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Min Fan
- Taixing Disease Control and Prevention Center, Taizhou, China
| | - Xiaolan Zhao
- Taizhou Disease Control and Prevention Center, Taizhou, China
| | - Qiang Dong
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Li Jin
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.,Fudan University Taizhou Institute of Health Sciences, Taizhou, China
| | - Jinhua Chen
- Department of Medical Imaging, Hospital Affiliated 5 to Nantong University (Taizhou People's Hospital), Taizhou, China.,Department of Medical Imaging, Taizhou People's Hospital, Taizhou, China
| | - Mei Cui
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xingdong Chen
- State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China.,Fudan University Taizhou Institute of Health Sciences, Taizhou, China.,Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China.,Yiwu Research Institute of Fudan University, Yiwu, China
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17
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Vaughan BA, Simon JE, Grooms DR, Clark LA, Wages NP, Clark BC. Brain-Predicted Age Difference Moderates the Association Between Muscle Strength and Mobility. Front Aging Neurosci 2022; 14:808022. [PMID: 35173606 PMCID: PMC8841783 DOI: 10.3389/fnagi.2022.808022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/10/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Approximately 35% of individuals over age 70 report difficulty with mobility. Muscle weakness has been demonstrated to be one contributor to mobility limitations in older adults. The purpose of this study was to examine the moderating effect of brain-predicted age difference (an index of biological brain age/health derived from structural neuroimaging) on the relationship between leg strength and mobility. METHODS In community dwelling older adults (N = 57, 74.7 ± 6.93 years; 68% women), we assessed the relationship between isokinetic leg extensor strength and a composite measure of mobility [mobility battery assessment (MBA)] using partial Pearson correlations and multifactorial regression modeling. Brain predicted age (BPA) was calculated from T1 MR-images using a validated machine learning Gaussian Process regression model to explore the moderating effect of BPA difference (BPAD; BPA minus chronological age). RESULTS Leg strength was significantly correlated with BPAD (r = -0.317, p < 0.05) and MBA score (r = 0.541, p < 0.001). Chronological age, sex, leg strength, and BPAD explained 63% of the variance in MBA performance (p < 0.001). BPAD was a significant moderator of the relationship between strength and MBA, accounting for 7.0% of MBA score variance [△R 2 = 0.044, F(1,51) = 6.83, p = 0.01]. Conditional moderation effects of BPAD indicate strength was a stronger predictor of mobility in those with a great BPAD. CONCLUSION The relationship between strength and mobility appears to be influenced by brain aging, with strength serving as a possible compensation for decline in neural integrity.
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Affiliation(s)
- Brooke A. Vaughan
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- School of Rehabilitation and Communication Sciences, Ohio University, Athens, OH, United States
| | - Janet E. Simon
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- School of Applied Health Sciences and Wellness, Ohio University, Athens, OH, United States
| | - Dustin R. Grooms
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- School of Rehabilitation and Communication Sciences, Ohio University, Athens, OH, United States
- School of Applied Health Sciences and Wellness, Ohio University, Athens, OH, United States
| | - Leatha A. Clark
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- Department of Biomedical Sciences, Ohio University, Athens, OH, United States
- Department of Family Medicine, Ohio University, Athens, OH, United States
| | - Nathan P. Wages
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- Department of Biomedical Sciences, Ohio University, Athens, OH, United States
| | - Brian C. Clark
- Ohio Musculoskeletal and Neurological Institute (OMNI), Ohio University, Athens, OH, United States
- Department of Biomedical Sciences, Ohio University, Athens, OH, United States
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18
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Cai Y, Hausdorff JM, Bean JF, Manor B, You T, Leveille SG. Participation in cognitive activities is associated with foot reaction time and gait speed in older adults. Aging Clin Exp Res 2021; 33:3191-3198. [PMID: 32415668 PMCID: PMC9514892 DOI: 10.1007/s40520-020-01583-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 04/27/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND Given the evidence of the links between cognition and mobility, participation in cognitive activities may benefit neuromotor performance and mobility in older adults. AIMS To examine the association between participation in cognitive activities and foot reaction time (RT) and gait speed in community-dwelling older adults. METHODS The MOBILIZE Boston Study II (MBSII) re-enrolled 354 community-dwelling older adults aged ≥ 70 years from the original MBS cohort. Of these, 310 completed the performance testing and we excluded three participants who had Parkinson's disease. Cognitive Activities Scale (CAS) assessed participation in 17 cognitive activities. Simple and Choice foot RT (SRT, CRT, msec) and gait speed (m/s) were measured using a sensored GAITRite® gait mat. RESULTS The average age of the 307 participants was 84 years; 79% were white and 65% were women. The average CAS score was 25.5 ± 11.7, indicating participation in approximately 26 activities per week on average. The average foot SRT was 245 ± 57msec and average CRT was 323 ± 85msec. Usual-paced gait speed was 0.9 ± 0.3 m/s on average. More frequent participation in cognitive activities was associated with shorter SRT (β = - 0.759, p = 0.015) and CRT (β = - 1.125, p = 0.013), and faster gait speed (β = 0.003, p = 0.026), after adjusting for potential confounders. DISCUSSION Participation in cognitively stimulating activities may be beneficial for neuromotor performance and mobility in older adults. CONCLUSIONS Prospective and intervention studies are needed to determine whether participation in cognitive activities may prevent mobility decline over time, and thus reduce fall risk.
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Affiliation(s)
- Yurun Cai
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD,Department of Nursing, College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA
| | - Jeffrey M. Hausdorff
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel,Sagol School of Neuroscience and Department of Physical Therapy, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel,Rush Alzheimer’s Disease Center and Department of Orthopaedic Surgery, Rush University Medical Center; Chicago, II
| | - Jonathan F. Bean
- New England Geriatric, Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA,Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA,Spaulding Rehabilitation Hospital, Boston, MA
| | - Brad Manor
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA,Department of Medicine, Harvard Medical School, Boston, MA,Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA
| | - Tongjian You
- Department of Exercise and Health Sciences, College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA
| | - Suzanne G. Leveille
- Department of Nursing, College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA,Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA,Department of Medicine, Harvard Medical School, Boston, MA
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19
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Lu WH, Giudici KV, Rolland Y, Guyonnet S, Mangin JF, Vellas B, de Souto Barreto P. Associations Between Nutritional Deficits and Physical Performance in Community-Dwelling Older Adults. Front Nutr 2021; 8:771470. [PMID: 34859035 PMCID: PMC8632557 DOI: 10.3389/fnut.2021.771470] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 10/08/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Whether multiple nutritional deficiencies have a synergic effect on mobility loss remains unknown. This study aims to evaluate associations between multi-nutritional deficits and physical performance evolution among community-dwelling older adults. Methods: We included 386 participants from the Multidomain Alzheimer Preventive Trial (MAPT) (75.6 ± 4.5 years) not receiving omega-3 polyunsaturated fatty acid (PUFA) supplementation and who had available data on nutritional deficits. Baseline nutritional deficits were defined as plasma 25 hydroxyvitamin D <20 ng/ml, plasma homocysteine >14 μmol/L, or erythrocyte omega-3 PUFA index ≤ 4.87% (lower quartile). The Short Physical Performance Battery (SPPB), gait speed, and chair rise time were used to assess physical performance at baseline and after 6, 12, 24, 36, 48, and 60 months. We explored if nutrition-physical performance associations varied according to the presence of low-grade inflammation (LGI) and brain imaging indicators. Results: Within-group comparisons showed that physical function (decreased SPPB and gait speed, increased chair rise time) worsened over time, particularly in participants with ≥2 nutritional deficits; however, no between-group differences were observed when individuals without deficit and those with either 1 or ≥2 deficits were compared. Our exploratory analysis on nutritional deficit-LGI interactions showed that, among people with ≥2 deficits, chair rise time was increased over time in participants with LGI (adjusted mean difference: 3.47; 95% CI: 1.03, 5.91; p = 0.017), compared with individuals with no LGI. Conclusions: Accumulated deficits on vitamin D, homocysteine, and omega-3 PUFA were not associated with physical performance evolution in older adults, but they determined declined chair rise performance in subjects with low-grade inflammation. Clinical Trial Registration: [https://clinicaltrials.gov/ct2/show/NCT00672685], identifier [NCT00672685].
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Affiliation(s)
- Wan-Hsuan Lu
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
- Maintain Aging Research Team, CERPOP, INSERM, Université Paul Sabatier, Toulouse, France
| | - Kelly Virecoulon Giudici
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
| | - Yves Rolland
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
- Maintain Aging Research Team, CERPOP, INSERM, Université Paul Sabatier, Toulouse, France
| | - Sophie Guyonnet
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
- Maintain Aging Research Team, CERPOP, INSERM, Université Paul Sabatier, Toulouse, France
| | - Jean-François Mangin
- CATI Multicenter Neuroimaging Platform, Neurospin, CEA, Gif-sur-Yvette, France
- Université Paris-Saclay, CEA, CNRS, Neurospin, Baobab, Gif-sur-Yvette, France
| | - Bruno Vellas
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
- Maintain Aging Research Team, CERPOP, INSERM, Université Paul Sabatier, Toulouse, France
| | - Philipe de Souto Barreto
- Gerontopole of Toulouse, Institute of Ageing, Toulouse University Hospital (CHU Toulouse), Toulouse, France
- Maintain Aging Research Team, CERPOP, INSERM, Université Paul Sabatier, Toulouse, France
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20
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Sakurai R, Kawai H, Yanai S, Suzuki H, Ogawa S, Hirano H, Ihara K, Takahashi M, Kim H, Obuchi S, Fujiwara Y. Gait and Age-Related Hearing Loss Interactions on Global Cognition and Falls. Laryngoscope 2021; 132:857-863. [PMID: 34636436 DOI: 10.1002/lary.29898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/07/2021] [Accepted: 09/29/2021] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Age-related hearing loss (ARHL) is considered a risk factor for cognitive impairment and falls. The association may be modulated by gait performance because ARHL is related to mobility decline, which strongly contributes to cognitive impairment and falls. We investigated the interactive effects of gait and ARHL on global cognition and falls among older adults. STUDY DESIGN Retrospective cohort study. METHODS The auditory acuity of 810 community-dwelling older adults was measured using a pure-tone average of hearing thresholds at 1,000 and 4,000 Hz in the better-hearing ear. Participants were then stratified as follows: normal hearing, ≤25 dB; mild hearing loss (HL), >25 and ≤40 dB; and moderate to severe HL, >40 dB. Gait speed was assessed as an indicator of gait performance and fall occurrence within the previous year. Global cognition was determined using the Montreal Cognitive Assessment (MoCA) test. RESULTS A total of 320 (39.5%) and 233 (28.8%) participants had mild and moderate to severe HL, respectively. Hierarchical multiple and logistic regression analyses showed interactions between gait performance and moderate hearing loss on both global cognition and the occurrence of falls. Specifically, older adults with moderate hearing loss who walked slowly showed lower MoCA scores and a higher incidence of falls, whereas those with decent gait speed did not show such a tendency. CONCLUSION Our results suggest that poor gait performance might modulate the effects of ARHL, leading to cognitive decline and falls. Poor cognitive performance and falls may be prevalent in older adults with ARHL, especially in those with slower gait and moderate hearing loss. LEVEL OF EVIDENCE 3 Laryngoscope, 2021.
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Affiliation(s)
- Ryota Sakurai
- Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Hisashi Kawai
- Research Team for Human Care, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Shuichi Yanai
- Aging Neuroscience Research Team, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Hiroyuki Suzuki
- Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Susumu Ogawa
- Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Hirohiko Hirano
- Research Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Kazushige Ihara
- Department of Social Medicine, Hirosaki University Graduate School of Medicine, Hirosaki city, Aomori, Japan
| | - Masatoki Takahashi
- Department of Otorhinolaryngology, Tokyo Metropolitan Geriatric Hospital, Itabashi-ku, Tokyo, Japan
| | - Hunkyung Kim
- Research Team for Promoting Independence and Mental Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Shuichi Obuchi
- Research Team for Human Care, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
| | - Yoshinori Fujiwara
- Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology, Itabashi-ku, Tokyo, Japan
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21
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Perry MK, Peters DM. Neural correlates of walking post-stroke: neuroimaging insights from the past decade. Exp Brain Res 2021; 239:3439-3446. [PMID: 34585257 DOI: 10.1007/s00221-021-06217-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 09/02/2021] [Indexed: 11/25/2022]
Abstract
Walking dysfunction such as slow walking speed and reduced independent mobility are common impairments following stroke. Neural mechanisms of upper limb impairment and motor recovery have been highly studied, while less is known about the neural correlates of walking dysfunction and rehabilitation after stroke. Our objective was to review the literature on neuroimaging correlates of walking and walking recovery post-stroke to provide a more comprehensive picture of neurological regions of interest. We searched the databases PubMed, CINAHL, Web of Science, and Cochrane Trials for articles published in English between January 1, 2010 and November 30, 2020 that assessed walking after stroke through neuroimaging and various clinical measures. The following key words were used: stroke, gait, walking, rehabilitation, brain mapping, neuroimaging, neural control of walking, motor recovery and motor function, and resulted in eighteen articles included in this review. These articles revealed regions of interest associated with lower extremity impairment and walking post-stroke to include the putamen, caudate, insula, pallidum, superior temporal gyrus, internal capsule, superior longitudinal fasciculus, corticospinal tract, corona radiata, and white matter associated with the pedunculopontine nucleus. This information strengthens our understanding of supraspinal control of walking post-stroke. However, future research on lesion location, functional and structural connectivity, and walking deficits is needed to confidently associate specific brain regions and white matter tracts/connectivity with specific impairments. Greater insight into neuromechanisms associated with response to neurorehabilitation post-stroke could improve treatment selection and prediction of motor recovery.
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Affiliation(s)
- McKenna K Perry
- Neuroscience Graduate Program, University of Vermont, 89 Beaumont Avenue, Burlington, VT, 05405, USA.
| | - Denise M Peters
- Department of Rehabilitation and Movement Science, University of Vermont, 106 Carrigan Drive, Burlington, VT, 05405, USA
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22
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Chen N, Rosano C, Karim HT, Studenski SA, Rosso AL. Regional Gray Matter Density Associated With Fast-Paced Walking in Older Adults: A Voxel-Based Morphometry Study. J Gerontol A Biol Sci Med Sci 2021; 75:1530-1536. [PMID: 32285095 DOI: 10.1093/gerona/glaa091] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Walking speed during fast-paced walking task has been associated with cognitive function. It is unclear what underlying brain structures are related to fast-paced walking. We investigated the association of gray matter (GM) density with fast-paced walking speed and usual-paced walking speed. METHODS We collected data from 284 older adults from a subset of the Health, Aging, and Body composition study (mean age = 83 [SD = 2.8], 58% women, 41% black). Voxel-wise analyses on magnetic resonance imaging data identified regions of the brain where GM density was associated with fast-paced walking speed. We then extracted GM density for all identified regions and modeled the association with fast-paced walking speed after adjusting for demographic factors, clinical factors, and cognitive function. Analyses were repeated for usual-paced walking. Regions with beta coefficients ≥0.3 m/s were considered to be meaningfully correlated. RESULTS GM density of clusters from cortical regions in the right middle and superior frontal gyrus, right postcentral gyrus, and left superior temporal gyrus were positively correlated with fast-paced walking speed in adjusted models. Adjustment for cognitive function had little impact on the findings. Caudate was correlated with usual paced walking speed at coefficient ≥0.3 m/s after adjustment of demographic factors and clinical factors, but not after further adjustment of cognitive function. CONCLUSIONS Fast-paced walking speed was correlated with GM density of right middle and superior frontal gyrus, right postcentral gyrus, and left superior temporal gyrus, and could potentially provide evidence about subclinical structural change of brain related to aging.
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Affiliation(s)
- Nemin Chen
- Department of Epidemiology, University of Pittsburgh, Pennsylvania
| | - Caterina Rosano
- Department of Epidemiology, University of Pittsburgh, Pennsylvania
| | - Helmet T Karim
- Department of Psychiatry, University of Pittsburgh, Pennsylvania
| | - Stephanie A Studenski
- Division of Geriatric Medicine, Department of Medicine, University of Pittsburgh, Pennsylvania
| | - Andrea L Rosso
- Department of Epidemiology, University of Pittsburgh, Pennsylvania
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