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The many ages of man: diverse approaches to assessing ageing-related biological and psychological measures and their relationship to chronological age. Curr Opin Psychiatry 2019; 32:130-137. [PMID: 30461440 DOI: 10.1097/yco.0000000000000473] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
PURPOSE OF REVIEW Chronological age is a crude measure and may not be the best indicator of the ageing process. Establishing valid and reliable biomarkers to understand the true effect of ageing is of great interest. We provide an overview of biological and psychological characteristics that change with age and can potentially serve as markers of the ageing process, and discuss if an integration of these characteristics may more accurately measure the true age of a person. We also describe the clinicopathological continuum of these ageing-related changes. RECENT FINDINGS Ageing-related changes in the biological and psychological systems of the body have been studied to varying degrees and with differing emphases. Despite the development of ageing indices, there is no single indicator that can holistically estimate the ageing process. Differential ageing of bodily systems remains poorly understood, and valid methods have not been developed for composite markers of biological and psychological processes. SUMMARY The ageing process is complex and heterogeneous. Incorporating biological and psychological measures may improve accuracy in reflecting an individual's 'true age,' and elucidate why some people age successfully, whereas others show ageing-related decline and disease.
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Castellano CA, Hudon C, Croteau E, Fortier M, St-Pierre V, Vandenberghe C, Nugent S, Tremblay S, Paquet N, Lepage M, Fülöp T, Turcotte ÉE, Dionne IJ, Potvin O, Duchesne S, Cunnane SC. Links Between Metabolic and Structural Changes in the Brain of Cognitively Normal Older Adults: A 4-Year Longitudinal Follow-Up. Front Aging Neurosci 2019; 11:15. [PMID: 30828297 PMCID: PMC6384269 DOI: 10.3389/fnagi.2019.00015] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 01/16/2019] [Indexed: 12/22/2022] Open
Abstract
We aimed to longitudinally assess the relationship between changing brain energy metabolism (glucose and acetoacetate) and cognition during healthy aging. Participants aged 71 ± 5 year underwent cognitive evaluation and quantitative positron emission tomography (PET) and magnetic resonance imaging (MRI) scans at baseline (N = 25) and two (N = 25) and four (N = 16) years later. During the follow-up, the rate constant for brain extraction of glucose (Kglc) declined by 6%–12% mainly in the temporo-parietal lobes and cingulate gyri (p ≤ 0.05), whereas brain acetoacetate extraction (Kacac) and utilization remained unchanged in all brain regions (p ≥ 0.06). Over the 4 years, cognitive results remained within the normal age range but an age-related decline was observed in processing speed. Kglc in the caudate was directly related to performance on several cognitive tests (r = +0.41 to +0.43, allp ≤ 0.04). Peripheral insulin resistance assessed by the homeostasis model assessment of insulin resistance (HOMA-IR) was significantly inversely related to Kglc in the thalamus (r = −0.44, p = 0.04) and in the caudate (r = −0.43, p = 0.05), and also inversely related to executive function, attention and processing speed (r = −0.45 to −0.53, all p ≤ 0.03). We confirm in a longitudinal setting that the age-related decline in Kglc is directly associated with declining performance on some tests of cognition but does not significantly affect Kacac.
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Affiliation(s)
- Christian-Alexandre Castellano
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Carol Hudon
- Centre de Recherche sur le Vieillissement (CERVO) Brain Research Centre, Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de la Capitale-Nationale, Québec, QC, Canada.,School of Psychology, Université Laval, Québec, QC, Canada
| | - Etienne Croteau
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada.,Department of Pharmacology and Physiology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Mélanie Fortier
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Valérie St-Pierre
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Camille Vandenberghe
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Scott Nugent
- Centre de Recherche sur le Vieillissement (CERVO) Brain Research Centre, Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de la Capitale-Nationale, Québec, QC, Canada
| | - Sébastien Tremblay
- Sherbrooke Molecular Imaging Center, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Nancy Paquet
- Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Martin Lepage
- Sherbrooke Molecular Imaging Center, Université de Sherbrooke, Sherbrooke, QC, Canada.,Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke, Sherbrooke, QC, Canada.,CR-Centre hospitalier Universitaire de Sherbrooke (CHUS), Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de l'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Tamàs Fülöp
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada.,Department of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Éric E Turcotte
- Sherbrooke Molecular Imaging Center, Université de Sherbrooke, Sherbrooke, QC, Canada.,Department of Nuclear Medicine and Radiobiology, Université de Sherbrooke, Sherbrooke, QC, Canada.,CR-Centre hospitalier Universitaire de Sherbrooke (CHUS), Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de l'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada
| | - Isabelle J Dionne
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada.,Faculty of Physical Activity Sciences, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Olivier Potvin
- Centre de Recherche sur le Vieillissement (CERVO) Brain Research Centre, Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de la Capitale-Nationale, Québec, QC, Canada
| | - Simon Duchesne
- Centre de Recherche sur le Vieillissement (CERVO) Brain Research Centre, Centre Intégré Universitaire de Santé et de Services Sociaux (CIUSSS) de la Capitale-Nationale, Québec, QC, Canada.,Department of Radiology, Université Laval, Québec, QC, Canada
| | - Stephen C Cunnane
- Research Center on Aging, Centre Intégré Universitaire de Santé et de Services Sociaux de l'Estrie (CIUSSS) de L'Estrie-Centre hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC, Canada.,Department of Pharmacology and Physiology, Université de Sherbrooke, Sherbrooke, QC, Canada.,Department of Medicine, Université de Sherbrooke, Sherbrooke, QC, Canada
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53
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Irwin K, Sexton C, Daniel T, Lawlor B, Naci L. Healthy Aging and Dementia: Two Roads Diverging in Midlife? Front Aging Neurosci 2018; 10:275. [PMID: 30283329 PMCID: PMC6156266 DOI: 10.3389/fnagi.2018.00275] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 08/27/2018] [Indexed: 11/13/2022] Open
Abstract
Dementia, particularly Alzheimer’s disease (AD), is a growing pandemic that presents profound challenges to healthcare systems, families, and societies throughout the world. By 2050, the number of people living with dementia worldwide could almost triple, from 47 to 132 million, with associated costs rising to $3 trillion. To reduce the future incidence of dementia, there is an immediate need for interventions that target the disease process from its earliest stages. Research programs are increasingly starting to focus on midlife as a critical period for the beginning of AD-related pathology, yet the indicators of the incipient disease process in asymptomatic individuals remain poorly understood. We address this important knowledge gap by examining evidence for cognitive and structural brain changes that may differentiate, from midlife, healthy aging and pathological AD-related processes. This review crystallizes emerging trends for divergence between the two and highlights current limitations and opportunities for future research in this area.
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Affiliation(s)
- Katie Irwin
- Department of Neuroscience, University of Georgia, Athens, GA, United States
| | - Claire Sexton
- Memory and Aging Center, Global Brain Health Institute, University of California, San Francisco, San Francisco, CA, United States.,Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Tarun Daniel
- Department of Neuroscience, University of Georgia, Athens, GA, United States
| | - Brian Lawlor
- Mercer's Institute for Successful Ageing, St. James's Hospital, Dublin, Ireland.,The Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Lorina Naci
- The Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland.,School of Psychology, Trinity College Dublin, Dublin, Ireland
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Ramanoël S, Hoyau E, Kauffmann L, Renard F, Pichat C, Boudiaf N, Krainik A, Jaillard A, Baciu M. Gray Matter Volume and Cognitive Performance During Normal Aging. A Voxel-Based Morphometry Study. Front Aging Neurosci 2018; 10:235. [PMID: 30123123 PMCID: PMC6085481 DOI: 10.3389/fnagi.2018.00235] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 07/18/2018] [Indexed: 12/21/2022] Open
Abstract
Normal aging is characterized by decline in cognitive functioning in conjunction with extensive gray matter (GM) atrophy. A first aim of this study was to determine GM volume differences related to aging by comparing two groups of participants, middle-aged group (MAG, mean age 41 years, N = 16) and older adults (OG, mean age 71 years, N = 14) who underwent an magnetic resonance images (MRI) voxel-based morphometry (VBM) evaluation. The VBM analyses included two optimized pipelines, for the cortex and for the cerebellum. Participants were also evaluated on a wide range of cognitive tests assessing both domain-general and language-specific processes, in order to examine how GM volume differences between OG and MAG relate to cognitive performance. Our results show smaller bilateral GM volume in the OG relative to the MAG, in several cerebral and right cerebellar regions involved in language and executive functions. Importantly, our results also revealed smaller GM volume in the right cerebellum in OG relative to MAG, supporting the idea of a complex cognitive role for this structure. This study provides a broad picture of cerebral, but also cerebellar and cognitive changes associated with normal aging.
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Affiliation(s)
- Stephen Ramanoël
- INSERM/CNRS, Institut Vision, Sorbonne University, Pierre and Marie Curie Universities (UPMC) Paris 06, Paris, France
| | - Elena Hoyau
- CNRS LPNC UMR 5105, University of Grenoble Alpes, Grenoble, France
| | - Louise Kauffmann
- CNRS LPNC UMR 5105, University of Grenoble Alpes, Grenoble, France
- CNRS, Grenoble INP, GIPSA-lab, University of Grenoble Alpes, Grenoble, France
| | - Félix Renard
- UMS IRMaGe Grenoble Hospital, University of Grenoble Alpes, Grenoble, France
| | - Cédric Pichat
- CNRS LPNC UMR 5105, University of Grenoble Alpes, Grenoble, France
| | - Naïla Boudiaf
- CNRS LPNC UMR 5105, University of Grenoble Alpes, Grenoble, France
| | - Alexandre Krainik
- UMS IRMaGe Grenoble Hospital, University of Grenoble Alpes, Grenoble, France
- Grenoble Institute of Neuroscience, University of Grenoble Alpes, Grenoble, France
| | - Assia Jaillard
- UMS IRMaGe Grenoble Hospital, University of Grenoble Alpes, Grenoble, France
| | - Monica Baciu
- CNRS LPNC UMR 5105, University of Grenoble Alpes, Grenoble, France
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55
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Anatürk M, Demnitz N, Ebmeier KP, Sexton CE. A systematic review and meta-analysis of structural magnetic resonance imaging studies investigating cognitive and social activity levels in older adults. Neurosci Biobehav Rev 2018; 93:71-84. [PMID: 29940239 PMCID: PMC6562200 DOI: 10.1016/j.neubiorev.2018.06.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 06/13/2018] [Accepted: 06/15/2018] [Indexed: 11/29/2022]
Abstract
Population aging has prompted considerable interest in identifying modifiable factors that may help protect the brain and its functions. Collectively, epidemiological studies show that leisure activities with high mental and social demands are linked with better cognition in old age. The extent to which socio-intellectual activities relate to the brain's structure is, however, not yet fully understood. This systematic review and meta-analysis summarizes magnetic resonance imaging studies that have investigated whether cognitive and social activities correlate with measures of gray and white matter volume, white matter microstructure and white matter lesions. Across eighteen included studies (total n = 8429), activity levels were associated with whole-brain white matter volume, white matter lesions and regional gray matter volume, although effect sizes were small. No associations were found for global gray matter volume and the evidence concerning white matter microstructure was inconclusive. While the causality of the reviewed associations needs to be established, our findings implicate socio-intellectual activity levels as promising targets for interventions aimed at promoting healthy brain aging.
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Affiliation(s)
- M Anatürk
- Department of Psychiatry, University of Oxford, Warneford Hospital, Warneford Lane, Oxford, OX3 7JX, United Kingdom
| | - N Demnitz
- Department of Psychiatry, University of Oxford, Warneford Hospital, Warneford Lane, Oxford, OX3 7JX, United Kingdom
| | - K P Ebmeier
- Department of Psychiatry, University of Oxford, Warneford Hospital, Warneford Lane, Oxford, OX3 7JX, United Kingdom
| | - C E Sexton
- Wellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity, Department of Psychaitry, University of Oxford, Warneford Hospital, Warneford Lane, Oxford, OX3 7JX, United Kingdom; Global Brain Health Institute, Memory and Aging Center, Department of Neurology, University of California, San Francisco, CA, 94158, USA.
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56
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Mansur RB, Zugman A, Ahmed J, Cha DS, Subramaniapillai M, Lee Y, Lovshin J, Lee JG, Lee JH, Drobinin V, Newport J, Brietzke E, Reininghaus EZ, Sim K, Vinberg M, Rasgon N, Hajek T, McIntyre RS. Treatment with a GLP-1R agonist over four weeks promotes weight loss-moderated changes in frontal-striatal brain structures in individuals with mood disorders. Eur Neuropsychopharmacol 2017; 27:1153-1162. [PMID: 28867303 DOI: 10.1016/j.euroneuro.2017.08.433] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 08/09/2017] [Accepted: 08/21/2017] [Indexed: 10/18/2022]
Abstract
Cognitive deficits are a core feature across psychiatric disorders. Emerging evidence indicates that metabolic pathways are highly relevant for the substrates and phenomenology of the cognitive domain. Herein, we aimed to determine the effects of liraglutide, a GLP-1R agonist, on brain structural/volumetric parameters in adults with a mood disorder. This is the secondary analysis of a 4-week, pilot, proof-of-concept, open-label study. Participants (N=19) exhibiting impairments in executive function with either major depressive disorder (MDD) or bipolar disorder (BD) were recruited. Liraglutide 1.8mg/day was added as an adjunct to existing pharmacotherapy. Structural magnetic resonance imaging (MRI) scanning was obtained at baseline and endpoint. Results showed that at endpoint there was significant weight loss (mean: 3.15%; p<0.001). Changes in frontal and striatal volumes were significantly correlated with changes in body mass index (BMI), indicating the weight loss was associated with volume increase in most regions (e.g. r=-0.561, p=0.042 in the left superior frontal area). After adjusting for intracranial volume, age, gender, and BMI, we observed significant changes from baseline to endpoint in multiple regions (e.g. RR: 1.011, p=0.049 in the left rostral middle frontal area). Changes in regional volumes were associated with improvement in executive function (e.g. r=0.698, p=0.003 for the right superior frontal area). Adjunctive liraglutide results in clinically significant weight loss, with corresponding improvement in cognitive function; changes in cognitive function were partially moderated by changes in brain morphometry, underscoring the interrelationship between weight and brain structure/function.
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Affiliation(s)
- Rodrigo B Mansur
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada; Research Group in Molecular and Behavioral Neuroscience of Bipolar Disorder, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil.
| | - Andre Zugman
- Interdiscipinary Laboratory of Clinical Neurosciences (LINC), Department of Psychiatry, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Juhie Ahmed
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada
| | - Danielle S Cha
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada
| | - Mehala Subramaniapillai
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada
| | - Yena Lee
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada
| | - Julie Lovshin
- Division of Endocrinology, Mount Sinai Hospital, University of Toronto, Toronto, Canada
| | - Jung G Lee
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada; Paik Institute for Clinical Research, Inje University, Busan, Republic of Korea
| | - Jae-Hon Lee
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada; Department of Psychiatry, Samsung Seoul Hospital, Sungkyunkwan University, School of Medicine, Seoul, Republic of Korea
| | | | - Jason Newport
- Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Elisa Brietzke
- Research Group in Molecular and Behavioral Neuroscience of Bipolar Disorder, Department of Psychiatry, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | | | - Kang Sim
- Research Division, Institute of Mental Health, Singapore
| | - Maj Vinberg
- Psychiatric Center Copenhagen, University of Copenhagen, Copenhagen, Denmark
| | - Natalie Rasgon
- Department of Psychiatry, Stanford University, Palo Alto, CA, United states
| | - Tomas Hajek
- Department of Psychiatry, Dalhousie University, Halifax, Canada
| | - Roger S McIntyre
- Mood Disorders Psychopharmacology Unit (MDPU), University Health Network, University of Toronto, Toronto, Canada; Brain and Cognition Discovery Foundation, Toronto, Canada
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Hioka A, Mizobuchi Y, Tada Y, Nishi K, Shirayama Y, Katoh S, Akazawa N, Kaji R, Ojima Y, Nagahiro S. Usefulness of a novel higher brain dysfunction screening test for evaluating higher brain function in healthy persons. THE JOURNAL OF MEDICAL INVESTIGATION 2017; 64:280-285. [PMID: 28954996 DOI: 10.2152/jmi.64.280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
To accurately and rapidly screen for higher brain dysfunction, we developed a screening test named the "higher brain dysfunction screening test" (HIBRID-ST). Previous studies have reported a decrease in higher brain function with age. However, whether HIBRID-ST can detect a decrease in higher brain function in healthy persons remains unclear. We aimed to assess the usefulness of HIBRID-ST for evaluating higher brain function in healthy persons. We recruited 60 persons without physiological abnormalities and divided them into six equal groups based on their age (20s-70s). HIBRID-ST addresses orientation, short-term memory, word recall, situational awareness, visual short-term memory, and graphic replication and includes the Trail Making and Kana-hiroi tests. There was a significant negative correlation between the participants' age and their total HIBRID-ST score (ρ = -0.68, p < 0.01). The total HIBRID-ST score of participants in their 70s was significantly lower than that of participants in their 20s-60s; the total HIBRID-ST score of participants in their 60s was significantly lower than that of participants in their 20s-50s. Our findings show that HIBRID-ST accurately detects an age-related decline in higher brain function. Further studies are needed to examine the usefulness of HIBRID-ST in patients with higher brain dysfunction. J. Med. Invest. 64: 280-285, August, 2017.
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Affiliation(s)
- Akemi Hioka
- Department of Neurosurgery, Institute of Biomedical Sciences, Tokushima University, Graduate School.,Department of Physical Faculty of Health and Welfare, Tokushima Bunri University
| | - Yoshifumi Mizobuchi
- Department of Neurosurgery, Institute of Biomedical Sciences, Tokushima University, Graduate School.,Higher Brain Dysfunction Support Center
| | - Yoshiteru Tada
- Department of Neurosurgery, Institute of Biomedical Sciences, Tokushima University, Graduate School
| | - Kyoko Nishi
- Department of Neurosurgery, Institute of Biomedical Sciences, Tokushima University, Graduate School
| | - Yasuhiko Shirayama
- Department of Community Medical Welfare, Institute of Biomedical Sciences, Tokushima University Graduate School.,Higher Brain Dysfunction Support Center
| | - Shinsuke Katoh
- Department of Rehabilitation Medicine, Tokushima University Hospital.,Higher Brain Dysfunction Support Center
| | - Naoki Akazawa
- Department of Physical Faculty of Health and Welfare, Tokushima Bunri University
| | - Ryuji Kaji
- Department of Clinical Neuroscience, Institute of Biomedical Sciences, Tokushima University Graduate School.,Higher Brain Dysfunction Support Center
| | - Yutaka Ojima
- Department of Physical Faculty of Health and Welfare, Tokushima Bunri University
| | - Shinji Nagahiro
- Department of Neurosurgery, Institute of Biomedical Sciences, Tokushima University, Graduate School.,Higher Brain Dysfunction Support Center
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