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Thompson JL, Woods SP, Webber TA, Medina LD, Podell K, Yoshida H, Evans D, Ridgely NC, Babicz MA, Gomez EM, Mustafa A. Development of the Telephone-based Daily Instrumental Activities of Living (T-DIAL) to assess financial management remotely in older adults. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2025; 32:69-92. [PMID: 38727240 DOI: 10.1080/13825585.2024.2352900] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 05/02/2024] [Indexed: 12/25/2024]
Abstract
The current study evaluated the reliability and validity of a novel, performance-based banking task in 60 younger (18-34 years) and 60 older (50-85 years) adults. All participants completed the Telephone-based Daily Instrumental Activities of Living (T-DIAL) using interactive voice response technology to complete a series of mock actions with a financial institution via telephone. The T-DIAL showed strong inter-rater reliability and internal consistency. T-DIAL accuracy was significantly and independently related to better self-reported instrumental activities of daily living and executive functions at a large effect size. Findings from this study provided preliminary supportive evidence for the reliability and validity of the T-DIAL, which had robust associations with manifest everyday functioning and higher-order cognitive ability. Future work is needed on the psychometrics (e.g. test-retest reliability, normative standards), and construct validity (e.g. diagnostic accuracy) of the T-DIAL in neurocognitive disorders and under-served communities for whom remote evaluations might be particularly relevant.
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Affiliation(s)
- Jennifer L Thompson
- Department of Psychology, University of Houston, Houston, TX, USA
- Psychology Department, West Los Angeles VA Medical Center, Los Angeles, CA, USA
| | | | - Troy A Webber
- Mental Health Care Line, Michael E. DeBakey VA Medical Center, Houston, TX, USA
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Luis D Medina
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Kenneth Podell
- Department of Neurology, Methodist Hospital, Houston, TX, USA
| | - Hanako Yoshida
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Darrian Evans
- Health, University of Louisville Health, Louisville, KY, USA
| | | | - Michelle A Babicz
- Mental Health and Behavioral Science Service, James A. Haley Veterans' Hospital, Tampa, FL, USA
| | - Elliott M Gomez
- Department of Psychology, University of Houston, Houston, TX, USA
| | - Andrea Mustafa
- Department of Psychology, University of Houston, Houston, TX, USA
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2
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Grebe L, Vonk JM, Galletta E, Goral M. Cognitive reserve in individuals with frontotemporal dementia: a systematic review. J Clin Exp Neuropsychol 2024; 46:718-741. [PMID: 39420515 PMCID: PMC11617274 DOI: 10.1080/13803395.2024.2410207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 09/24/2024] [Indexed: 10/19/2024]
Abstract
As the literature related to cognitive reserve (CR) in individuals with frontotemporal dementia (FTD) is only emerging, a clear consensus on the relationship among CR proxies, brain status, and clinical performance has not been reached. The primary aim of this systematic review was to examine the relationship among sociobehavioral proxies of CR, brain status, and clinical performance in individuals with various types of FTD. Additionally, characteristics of patient population, sociobehavioral proxies, disease severity tools, and brain status measures used were identified. The systematic review was conducted using comprehensive search terms in Medline, PsychINFO, PubMed, and Web of Science. Eligibility criteria were for studies to include at least one CR and one brain status measure for individuals with FTD, be published in a peer-reviewed journal, and be published in English. The Newcastle-Ottawa Quality Assessment Scale was used to assess study quality and bias risk. A total of 237 titles and abstracts were screened, with 13 studies meeting inclusion criteria. Together, these studies report 1,423 participants with FTD. Based on the included studies, partial support was demonstrated for CR in individuals with FTD when education, occupation, and leisure were utilized as CR proxies. The variability in results among studies could be related to the different tools used to measure CR, brain status, and disease severity. This review provides recommendations for future studies: incorporating longitudinal designs, in depth neuropsychological testing, consistent disease duration measure, and transparant statistical output reporting.
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Affiliation(s)
- Lauren Grebe
- St. John’s University, Communication Sciences and Disorders, 8000 Utopia Pkwy, Queens, NY 11439, USA
- Graduate Center, City University of New York, Speech-Language-Hearing Sciences, 365 5th Ave, New York, NY 10016, USA
- University of California, San Francisco, Neurology Department, 650 Nelson Rising Ln, San Francisco, CA 94158, USA
| | - Jet M.J. Vonk
- University of California, San Francisco, Neurology Department, 650 Nelson Rising Ln, San Francisco, CA 94158, USA
| | - Elizabeth Galletta
- NYU Grossman School of Medicine, Department of Rehabilitation Medicine, 550 1st Ave., New York, NY 10016, USA
| | - Mira Goral
- Graduate Center, City University of New York, Speech-Language-Hearing Sciences, 365 5th Ave, New York, NY 10016, USA
- Lehman College, Speech-Language-Hearing Sciences, 250 Bedford Park Blvd W, Bronx, NY 10468, USA
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Mashinchi GM, McFarland CP, Hall S, Strongin DL, Williams GA, Cotter KA. Handicraft art leisure activities and cognitive reserve. Clin Neuropsychol 2024; 38:683-714. [PMID: 37674299 DOI: 10.1080/13854046.2023.2253993] [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: 05/16/2023] [Accepted: 08/25/2023] [Indexed: 09/08/2023]
Abstract
ObjectiveOlder individuals face a higher likelihood of developing dementia. The rate of cognitive decline resulting from dementia is not equivalent for all, as some patients with dementia are able to function independently longer than others, despite having similar disease burden. The cognitive reserve (CR) theory provides one explanation for the differing rate of decline. CR suggests that there are factors-most notably, educational attainment and occupational attainment-that can protect against the cognitive decline. Although the beneficial effects of these notable CR factors are clear, not all are easily modifiable. Participation in leisure activities may represent a more easily modifiable factor. Some research hints at beneficial effects of leisure activities, although specific leisure activities have not been well examined. The present study examined the relations between handicraft art leisure activities (HALAs) and multiple cognitive domains. MethodArchival WAIS-IV and demographic data for 50 California retirement community residents were examined. ResultsHALA participation accounted for statistically significant variance in working memory performance (R2 = .40, β = .24%) over and above the established CR factors of age, depression, educational attainment, and occupational attainment. In addition, HALA participation was related to a better ability to perform abstract visual information tasks (Block Design subtest, r = .28, p = .05) and non-verbal reasoning tasks (Visual Puzzles subtest, r = .38, p = .008). ConclusionsHALA participation among older adults could contribute to the retention of cognitive function, supporting the role of HALA participation as a CR factor.
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Boyle R, Klinger HM, Shirzadi Z, Coughlan GT, Seto M, Properzi MJ, Townsend DL, Yuan Z, Scanlon C, Jutten RJ, Papp KV, Amariglio RE, Rentz DM, Chhatwal JP, Donohue MC, Sperling RA, Schultz AP, Buckley RF. Left Frontoparietal Control Network Connectivity Moderates the Effect of Amyloid on Cognitive Decline in Preclinical Alzheimer's Disease: The A4 Study. J Prev Alzheimers Dis 2024; 11:881-888. [PMID: 39044497 PMCID: PMC11266218 DOI: 10.14283/jpad.2024.140] [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: 05/21/2024] [Accepted: 06/13/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND Stronger resting-state functional connectivity of the default mode and frontoparietal control networks has been associated with cognitive resilience to Alzheimer's disease related pathology and neurodegeneration in smaller cohort studies. OBJECTIVES We investigated whether these networks are associated with longitudinal CR to AD biomarkers of beta-amyloid (Aβ). DESIGN Longitudinal mixed. SETTING The Anti-Amyloid Treatment in Asymptomatic Alzheimer's Disease (A4) study and its natural history observation arm, the Longitudinal Evaluation of Amyloid Risk and Neurodegeneration (LEARN) study. PARTICIPANTS A sample of 1,021 cognitively unimpaired older adults (mean age = 71.2 years [SD = 4.7 years], 61% women, 42% APOEε4 carriers, 52% Aβ positive). MEASUREMENTS Global cognitive performance (Preclinical Alzheimer's Cognitive Composite) was assessed over an average 5.4 year follow-up period (SD = 2 years). Cortical Aβ and functional connectivity (left and right frontoparietal control and default mode networks) were estimated from fMRI and PET, respectively, at baseline. Covariates included baseline age, APOEε4 carrier status, years of education, adjusted gray matter volume, head motion, study group, cumulative treatment exposure, and cognitive test version. RESULTS Mixed effects models revealed that functional connectivity of the left frontoparietal control network moderated the negative effect of Aβ on cognitive change (p = .025) such that stronger connectivity was associated with reduced Aβ-related cognitive decline. CONCLUSIONS Our results demonstrate a potential protective effect of functional connectivity in preclinical AD, such that stronger connectivity in this network is associated with slower Aβ-related cognitive decline.
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Affiliation(s)
- R Boyle
- Rachel F Buckley, Department of Neurology, Harvard Aging Brain Study, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,
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Donders J, Wang Q. Psychological Correlates of Self-Rated Resilience in the Context of Subjective Cognitive Concerns in Older Adults. Arch Clin Neuropsychol 2023; 38:1578-1585. [PMID: 37114856 DOI: 10.1093/arclin/acad033] [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] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
OBJECTIVE The purpose of this study was to evaluate psychological correlates of self-rated resilience, as assessed with the 10-item version of the Connor-Davidson Resilience Scale (CD-RISC-10), in older adults. In particular, we were interested in the degree to which self-rated resilience might be a protective factor against cognitive decline. METHOD In total, 100 adults aged 60-90 years who had been referred because of subjective cognitive concerns completed self-report measures of resilience, symptoms of anxiety and depression, and satisfaction with life. They also completed a test of learning and memory. Ratings about daily functioning at home and in the community were obtained from both participants and proxy informants. RESULTS Resilience ratings correlated strongly negatively with concurrent self-rated symptoms of anxiety and depression, and strongly positively with self-rated life satisfaction. However, only informant ratings of daily functioning correlated with actual participant performance on a test of learning and memory, with lower ratings being associated with worse test performance. CONCLUSIONS Self-rated resilience, as measured by the CD-RISC-10, is primarily related to subjective well-being and does not inform sufficiently about relative risk for cognitive dysfunction in older adults.
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Affiliation(s)
- Jacobus Donders
- Department of Psychology, Mary Free Bed Rehabilitation Hospital, Grand Rapids, MI 49503, USA
| | - Qingzheng Wang
- Department of Psychology, Calvin College, Grand Rapids, MI 49546, USA
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Mencucci R, Stefanini S, Favuzza E, Cennamo M, De Vitto C, Mossello E. Beyond vision:Cataract and health status in old age, a narrative review. Front Med (Lausanne) 2023; 10:1110383. [PMID: 37007780 PMCID: PMC10061098 DOI: 10.3389/fmed.2023.1110383] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/24/2023] [Indexed: 03/18/2023] Open
Abstract
Cataract is a leading cause of visual impairment in old age. Lens opacification is notoriously associated with several geriatric conditions, including frailty, fall risk, depression and cognitive impairment. The association is largely attributable to visual impairment, while other mechanisms, associated with extraocular comorbidity and lifestyle, might partly explain this correlation. Available literature suggests that cataract surgery may be effective in decreasing fall risk, improving depressive symptoms and limiting the risk of cognitive impairment and dementia incidence, although intervention studies on these outcomes are still limited. In this review we also emphasize the need to move from the concept of visual acuity to functional vision, especially in the context of the geriatric patient. Research is needed regarding the effect on the cited outcomes of different cataract treatment strategies, such as systematic bilateral versus monolateral surgery and use of different intraocular lenses.
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Affiliation(s)
- Rita Mencucci
- Eye Clinic, Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
- *Correspondence: Rita Mencucci,
| | - Simone Stefanini
- Eye Clinic, Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Eleonora Favuzza
- Eye Clinic, Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Michela Cennamo
- Eye Clinic, Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Chiara De Vitto
- Eye Clinic, Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Enrico Mossello
- Division of Geriatric and Intensive Care Medicine, Azienda Ospedaliero Universitaria Careggi, and Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
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Fellows RP, Bangen KJ, Graves LV, Delano-Wood L, Bondi MW. Pathological functional impairment: Neuropsychological correlates of the shared variance between everyday functioning and brain volumetrics. Front Aging Neurosci 2022; 14:952145. [PMID: 36620766 PMCID: PMC9816390 DOI: 10.3389/fnagi.2022.952145] [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: 05/24/2022] [Accepted: 12/09/2022] [Indexed: 12/24/2022] Open
Abstract
Objective Given that several non-cognitive factors can contribute to difficulties with everyday functioning, examining the extent to which cognition is associated with brain-related changes in everyday functioning is critical to accurate characterization of cognitive disorders. In this study, we examined neuropsychological correlates of the shared variance between everyday functioning and pathological indicators of cognitive aging using MRI brain volumetrics. Participants and methods Participants were 600 adults aged 55 and older without dementia [432 cognitively normal; 168 mild cognitive impairment (MCI)] from the National Alzheimer's Coordinating Center cohort who underwent neuropsychological testing, informant-rated everyday functioning, and brain MRI scanning at baseline. The shared variance between everyday functioning and brain volumetrics (i.e., hippocampal volume, white matter hyperintensity volume) was extracted using the predicted value from multiple regression. The shared variance was used as an indicator of pathological everyday functional impairment. The residual variance from the regression analysis was used to examine functional reserve. Results Larger white matter hyperintensity volumes (p = 0.002) and smaller hippocampal volumes (p < 0.001) were significantly correlated with worse informant-rated everyday functioning. Among individuals with MCI, worse performances on delayed recall (p = 0.013) and category fluency (p = 0.012) were significantly correlated with pathological functional impairment in multiple regression analysis. In the cognitively normal group, only worse auditory working memory (i.e., digit span backward; p = 0.025) significantly correlated with pathological functioning. Functional reserve was inversely related to anxiety (p < 0.001) in the MCI group and was associated with depressive symptoms (p = 0.003) and apathy (p < 0.001) in the cognitively normal group. Conclusion Subtle brain-related everyday functioning difficulties are evident in MCI and track with expected preclinical Alzheimer's disease cognitive phenotypes in this largely amnestic sample. Our findings indicate that functional changes occur early in the disease process and that interventions to target neuropsychiatric symptoms may help to bolster functional reserve in those at risk.
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Affiliation(s)
- Robert P. Fellows
- Psychology Service, VA San Diego Healthcare System, San Diego, CA, United States,Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,*Correspondence: Robert P. Fellows, ✉
| | - Katherine J. Bangen
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States,Research Service, VA San Diego Healthcare System, San Diego, CA, United States
| | - Lisa V. Graves
- Department of Psychology, California State University, San Marcos, CA, United States
| | - Lisa Delano-Wood
- Psychology Service, VA San Diego Healthcare System, San Diego, CA, United States,Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Mark W. Bondi
- Psychology Service, VA San Diego Healthcare System, San Diego, CA, United States,Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
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Thompson JL, Beltran-Najera I, Johnson B, Morales Y, Woods SP. Evidence for neuropsychological health disparities in Black Americans with HIV disease. Clin Neuropsychol 2022; 36:388-413. [PMID: 35166174 PMCID: PMC8868032 DOI: 10.1080/13854046.2021.1947387] [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] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Black Americans are at high risk for HIV disease and associated morbidity. The impact and clinical correlates of HIV-associated neurocognitive impairment among Black Americans is not fully understood. The current study uses a full factorial design to examine the independent and combined effects of race and HIV disease on neurocognitive functioning, including its associations with everyday functioning and clinical disease markers in Black and White persons with HIV (PWH). METHOD Participants included 40 Black PWH, 83 White PWH, 28 Black HIV- and 64 White HIV- individuals. Neurocognition was measured by raw sample-based z-scores from a clinical battery. Everyday functioning was assessed using self- and clinician-rated measures of cognitive symptoms and activities of daily living. HIV-associated neurocognitive disorders were also classified using demographically adjusted normative standards and the Frascati criteria. RESULTS We observed a significant three-way interaction between HIV, race, and domain on raw neurocognitive z-scores. This omnibus effect was driven by medium and large effect size decrements in processing speed and semantic memory, respectively, in Black PWH compared to other study groups. Black PWH also demonstrated higher frequencies of HIV-associated neurocognitive disorders as compared to White PWH. Unexpectedly, global neurocognitive performance was negatively related to everyday functioning impairments for White PWH, but not for Black PWH. CONCLUSIONS Systemic disadvantages for Black Americans may combine with HIV disease to compound some neurocognitive impairments in this under-served population. Prospective studies are needed to identify better ways to prevent, measure, diagnose, and manage HIV-associated neurocognitive disorders among Black Americans.
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Affiliation(s)
| | | | | | | | - Steven Paul Woods
- Corresponding author: Steven Paul Woods, Psy.D. . Address: 126 Heyne Building, Suite 239D, Houston, TX 77004-5022. Phone: 713-743-6415
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Combined effects of older age and HIV disease on changes in everyday functioning over one year. J Neurovirol 2022; 28:133-144. [PMID: 34981439 DOI: 10.1007/s13365-021-01034-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 11/05/2021] [Accepted: 11/27/2021] [Indexed: 10/19/2022]
Abstract
Older age and HIV disease are independent risk factors for problems in many aspects of everyday functioning. However, less is known about how these risk factors may combine to influence everyday functioning over time. The current study examined the possible combined effects of age and HIV serostatus on change in everyday functioning over a 1-year period and its specific associations with changes in neurocognition. A repeated measures factorial design was employed. Participants included 77 older persons with HIV (PWH), 35 younger PWH, 44 older HIV-, and 27 younger HIV-adults who each completed baseline and follow-up visits approximately 14 months apart. Everyday functioning was assessed using a standardized self-report measure of activities of daily living (ADLs) at each visit. A comprehensive clinical battery assessed six domains of neurocognition. Raw scores on each neurocognitive measure were converted to sample-based z-scores, from which a global neurocognitive z-score was derived. Older PWH reported the poorest everyday functioning at baseline and follow-up visits at medium-to-large effect sizes. However, these ADL disruptions among older PWH were relatively stable over time, differing significantly from younger PWH who evidenced mild ADL improvements from baseline to follow-up. Within the entire sample, everyday functioning at baseline predicted neurocognitive performance at follow-up, but the reciprocal relationship was not significant. Older adults with HIV have high rates of ADL problems, which appear stable over 1 year, the trajectory of which differed from younger adults with HIV for whom mild improvements were observed. Importantly, the results also suggest that problems with ADLs may sometimes precede neurocognitive declines. Further examination of longitudinal data is needed to elucidate the long-term trajectory of neurocognitive and functional changes in older PWH to support early detection and proper management of clinical care.
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The interplay between depressive symptoms, cognitive function, activities of daily living and cognitive reserve in older adults. Int Psychogeriatr 2021; 33:759-761. [PMID: 33823954 DOI: 10.1017/s1041610221000508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Romero-Ortuño R, Martínez-Velilla N, Sutton R, Ungar A, Fedorowski A, Galvin R, Theou O, Davies A, Reilly RB, Claassen J, Kelly ÁM, Ivanov PC. Network Physiology in Aging and Frailty: The Grand Challenge of Physiological Reserve in Older Adults. FRONTIERS IN NETWORK PHYSIOLOGY 2021; 1:712430. [PMID: 36925570 PMCID: PMC10012993 DOI: 10.3389/fnetp.2021.712430] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 06/25/2021] [Indexed: 12/29/2022]
Affiliation(s)
- Román Romero-Ortuño
- Discipline of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Mercer's Institute for Successful Ageing, St James's Hospital, Dublin, Ireland.,Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
| | - Nicolás Martínez-Velilla
- Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Public University of Navarra (UPNA), Navarra Health Research Institute (IdisNa), Pamplona, Spain
| | - Richard Sutton
- Faculty of Medicine, Imperial College London, Heart Science, National Heart and Lung Institute, London, United Kingdom
| | - Andrea Ungar
- Geriatric Department, University of Florence and Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Artur Fedorowski
- Department of Clinical Sciences, Lund University and Department of Cardiology, Skåne University Hospital, Malmo, Sweden
| | - Rose Galvin
- Ageing Research Centre, School of Allied Health, Health Research Institute, University of Limerick, Limerick, Ireland
| | - Olga Theou
- Physiotherapy and Geriatric Medicine, Dalhousie University, Halifax, NS, Canada
| | - Andrew Davies
- School of Medicine, Trinity College Dublin, University College Dublin and Our Lady's Hospice and Care Services, Dublin, Ireland
| | - Richard B Reilly
- Discipline of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Trinity Centre for Biomedical Engineering, Trinity College Dublin, Dublin, Ireland
| | - Jurgen Claassen
- Department of Geriatric Medicine, Radboud University Medical Center, Nijmegen, Netherlands
| | - Áine M Kelly
- Discipline of Physiology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Plamen Ch Ivanov
- Keck Laboratory for Network Physiology, Boston University, Boston, MA, United States
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