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Park C, Kim N, Won CW, Kim M. Predicting cognitive frailty in community-dwelling older adults: a machine learning approach based on multidomain risk factors. Sci Rep 2025; 15:18369. [PMID: 40419518 DOI: 10.1038/s41598-025-00844-3] [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: 03/03/2025] [Accepted: 04/30/2025] [Indexed: 05/28/2025] Open
Abstract
Cognitive frailty (CF), a clinical syndrome involving both physical frailty (PF) and impaired cognition (IC), is associated with adverse health outcomes in older adults. This study aimed to identify key predictors of CF and develop a machine learning-based model for CF risk assessment using data from 2404 community-dwelling older adults in the Korean Frailty and Aging Cohort Study (2016-2017). PF was evaluated using Fried frailty phenotype, while IC was assessed using Mini-Mental State Examination (MMSE). Participants exhibiting at least one frailty phenotype and MMSE score ≤ 24 were classified as having CF. A comprehensive analysis encompassing sociodemographic, clinical, and health status characteristics was conducted. A machine learning approach incorporating recursive feature elimination and bootstrapping was employed to develop the prediction model. Among the diverse CF-associated characteristics, the machine learning-based model identified six optimal features (key predictors): motor capacity, education level, physical function limitation, nutritional status, balance confidence, and activities of daily living. The model demonstrated robust predictive performance, achieving an area under the curve of 84.34%, with high sensitivity, specificity, and accuracy. These findings underscore the importance of comprehensive health assessments for early CF detection and demonstrate the potential of predictive modeling in facilitating personalized interventions for at-risk older adults.
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Affiliation(s)
- Catherine Park
- Department of Digital Healthcare, Yonsei University, Wonju, 26493, South Korea
| | - Namhee Kim
- Wonju College of Nursing, Yonsei University, Wonju, 26426, South Korea.
| | - Chang Won Won
- Elderly Frailty Research Center, Department of Family Medicine, College of Medicine, Kyung Hee University, Kyung Hee University Medical Center, Seoul, 02447, South Korea.
| | - Miji Kim
- Department of Health Sciences and Technology, College of Medicine, Kyung Hee University, Seoul, 02447, South Korea
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2
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Feng S, Xie K, Zhang Y, Yang X, Guo Y, Xu D. The relationship between skeletal muscle mass and cognitive impairment in older adults: a longitudinal study based on CLHLS. Front Public Health 2025; 13:1571510. [PMID: 40491991 PMCID: PMC12146196 DOI: 10.3389/fpubh.2025.1571510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 05/13/2025] [Indexed: 06/11/2025] Open
Abstract
Objective To explore the relationship between skeletal muscle mass and cognitive impairment in older adults. Methods Based on the longitudinal survey data of the four phases of the China Older Adults Health Influencing Factors Longitudinal Survey Project from 2008 to 2018, this study used the Cox regression analysis method and the R4.3.3 software to construct a limiting cubic spline model to deeply explore the dose-response relationship between skeletal muscle mass and cognitive impairment in the older adults. Results In this study, 2,199 older adults (with ages ranging from 61 to 108 years, 51.7% of whom are female and 48.2% are male) were included and followed up for a decade, during which four rounds of data collection were carried out. The results showed that the proportion of new-onset cognitive impairment in men was 14.61%, while the proportion in women was 33.48%. After adjusting for confounding factors, Cox regression results showed that the larger the muscle mass group, the greater the protective effect on cognitive impairment. The results of RCS showed that the association between skeletal muscle mass and cognitive impairment in the older adults group (P overall trend <0.05, P nonlinear <0.05) showed a nonlinear increasing trend, and there were gender differences. ASMI < 7.2 kg/m2 in older men was a risk factor for cognitive impairment (HR>1); ASMI < 5.4 kg/m2 in older women was a risk factor for cognitive impairment (HR>1). This suggests that ASMI should be maintained at a high level in older men and women, respectively. Conclusion There is a link between skeletal muscle mass and cognitive impairment in older adults, and cognitive function can be improved through early intervention or by improving the level of skeletal muscle mass in older adults.
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Affiliation(s)
- Shani Feng
- The Second People's Hospital of Yuhuan, Yuhuan, China
| | - Kaixuan Xie
- Department of Nursing, College of Medical Science, Huzhou University, Huzhou, China
| | - Yu Zhang
- Department of Nursing, College of Medical Science, Huzhou University, Huzhou, China
| | - Xinyu Yang
- Department of Nursing, College of Medical Science, Huzhou University, Huzhou, China
| | - Youpeng Guo
- Department of Nursing, College of Medical Science, Huzhou University, Huzhou, China
| | - Dandan Xu
- The Second People's Hospital of Yuhuan, Yuhuan, China
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Moradell A, Iguacel I, Navarrete-Villanueva D, Fernández-García ÁI, González-Gross M, Pérez-Gómez J, Ara I, Casajús JA, Gómez-Cabello A, Vicente-Rodríguez G. Effects of a multicomponent training and a detraining period on cognitive and functional performance of older adults at risk of frailty. Aging Clin Exp Res 2025; 37:117. [PMID: 40192885 PMCID: PMC11976811 DOI: 10.1007/s40520-025-03011-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Accepted: 03/14/2025] [Indexed: 04/10/2025]
Abstract
AIMS This study analyzes the effects of a 6-month multicomponent exercise program (MCT) followed by a 4-month detraining period on functional and cognitive status in pre-frail and frail older adults. METHODS A total of 108 pre-frail and frail adults aged 65 and older participated in the study. They were assigned by convenience to either a control group (CG) or an intervention group (IG). The IG underwent a 6-month MCT followed by a 4-month detraining period. Assessments included a DT test, the Timed Up and Go (TUG) test, the Mini-Mental State Examination (MMSE), and evaluations of basic and instrumental activities of daily living. Data were analyzed using repeated-measures ANOVA. RESULTS Significant group-by-time interactions were observed for the DT test (p < 0.05). The IG showed improved DT performance after the 6-month MCT (4.0, 95% CI: 2.2 to 5.7 s), followed by a decline after the detraining period (-1.1, 95% CI: -2.1 to -0.2 s). However, performance after detraining remained higher than at baseline (2.9, 95% CI: 1.0 to 4.6 s, p < 0.05). No statistically significant changes were observed in the CG. Additionally, no significant effects were found for MMSE scores or daily activity questionnaires. CONCLUSION MCT had beneficial effects on functional and cognitive performance in older adults, as assessed by the DT test. However, improvements in DT performance did not translate into better daily life activities. Although the 4-month detraining period negatively impacted DT performance, the results remained superior to baseline levels. TRIAL REGISTRATION NUMBER NCT03831841 and date of registration: 5th of November 2018.
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Affiliation(s)
- Ana Moradell
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain
- Instituto de investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, 50009, Spain
| | - Isabel Iguacel
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Instituto de investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, 50009, Spain
- Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, 50090, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Madrid, Spain
- Department of Physiatry and Nursing, Faculty of Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - David Navarrete-Villanueva
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain
- Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, 50090, Spain
- Department of Physiatry and Nursing, Faculty of Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Ángel Iván Fernández-García
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain
- Department of Physiatry and Nursing, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, 50009, Spain
| | | | - Jorge Pérez-Gómez
- HEME Research Group, University of Extremadura, Cáceres, 10003, Spain
| | - Ignacio Ara
- GENUD-Toledo Research Group, Universidad de Castilla-La Mancha, Toledo, 45071, Spain
- CIBER en Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain
| | - Jose Antonio Casajús
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain
- Instituto de investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, 50009, Spain
- Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, 50090, Spain
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Madrid, Spain
- Department of Physiatry and Nursing, Faculty of Medicine, University of Zaragoza, Zaragoza, 50009, Spain
| | - Alba Gómez-Cabello
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain
- Centro Universitario de la Defensa- Academia General Militar, Zaragoza, 50090, Spain
| | - Germán Vicente-Rodríguez
- Growth, Exercise, Nutrition and Development (EXER-GENUD) Research Group, Universidad de Zaragoza, Zaragoza, Spain.
- Exercise and Health Spanish Research Net (EXERNET) (RED2022-134800-T),, Zaragoza, Spain.
- Instituto de investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, 50009, Spain.
- Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, 50090, Spain.
- Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), Madrid, Spain.
- Department of Physiatry and Nursing, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, 50009, Spain.
- Planta Edificio SAI (Servicio de Apoyo a la Investigación), Universidad de Zaragoza, C/Pedro Cerbuna nº 13, Zaragoza, 50013, Spain.
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Liu J, Zhang S, Long Z, Wang Z, Wang J, Luan X. The multiple mediating effects of social support and depressive symptoms on the relationship between frailty and cognitive function in older patients with heart failure: A cross-sectional study. Geriatr Nurs 2025; 63:131-137. [PMID: 40184900 DOI: 10.1016/j.gerinurse.2025.03.015] [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: 06/21/2024] [Revised: 01/20/2025] [Accepted: 03/19/2025] [Indexed: 04/07/2025]
Abstract
AIMS The aim of this study was to test the multiple mediating effects of social support and depression symptoms on the relationship between frailty and cognitive function in older patients with heart failure. METHODS AND RESULTS We used a convenience sampling method to recruit 444 older patients with heart failure who met the inclusion criteria from a university-affiliated general hospital. Multiple mediation analyses revealed that the relationship between frailty and cognitive function was influenced by social support (effect: -0.383, 95% CI [-0.774, -0.072]) and depressive symptoms (effect: -0.349, 95% CI [-0.710, -0.134]) both individually and in tandem (effect: -0.276, 95% CI [-0.591, - 0.106]). CONCLUSION Social support and depressive symptoms are multiple mediators of the relationship between frailty and cognitive function. Healthcare providers should implement interventions that focus on maximizing social return and minimizing depressive symptoms to mitigate the decline in cognitive function.
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Affiliation(s)
- Jian Liu
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China; University of Health and Rehabilitation Sciences, Qingdao, Shandong, China; China Rehabilitation Research Center, Beijing Bo'ai Hospital, Beijing, China
| | - Simeng Zhang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zongke Long
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zhiwei Wang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China; University of Health and Rehabilitation Sciences, Qingdao, Shandong, China; China Rehabilitation Research Center, Beijing Bo'ai Hospital, Beijing, China
| | - Jiurui Wang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Xiaorong Luan
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China; Department of Infection Control, Qilu Hospital of Shandong University, Jinan, Shandong, China.
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5
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Tang F, Yin Q, Da W, Jin G, Jiang Y. Relationships between physical frailty and cognitive decline over 8 years: A longitudinal study among community-dwelling older Chinese immigrants. J Nutr Health Aging 2025; 29:100511. [PMID: 39954534 PMCID: PMC11983214 DOI: 10.1016/j.jnha.2025.100511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 02/08/2025] [Accepted: 02/09/2025] [Indexed: 02/17/2025]
Abstract
OBJECTIVES To examine patterns of physical frailty changes, their sociocultural correlates, and associations with initial cognitive functioning and cognitive decline over an eight-year observation period among community-dwelling older Chinese immigrants. DESIGN An 8-year follow-up longitudinal study. SETTING AND PARTICIPANTS 2,835 community-dwelling adults aged 60 and above living in Chicago, who self-identified as Chinese, with a mean age of 72.5 years at baseline. MEASUREMENTS Frailty was assessed using five indicators across the five waves, and patterns of change were identified through repeated measures latent class analysis (RMLCA). Cognitive functioning was assessed using the Chinese Mini-Mental State Examination (C-MMSE). The associations between frailty patterns and cognitive change trajectories were evaluated using latent growth curve modeling (LGCM), adjusted for sociodemographic, health, and immigration covariates. RESULTS Four distinct frailty patterns were identified: least frail (53%), decreased frailty (21%), increased frailty (15%), and constantly frail (11%), with differential sociodemographic and immigration profiles. Compared to the least frail class, respondents in the increased frailty class (intercept: B = -0.108, p < .05; slope: B = -0.073, p < .001) and the constantly frail class (intercept: B = -0.150, p < .01; slope: B = -0.043, p < .001) showed poorer initial cognitive functioning and faster rates of cognitive decline after controlling for covariates. No significant differences in cognitive outcomes were observed between the least frail and the decreased frailty classes. Compared to Cantonese speakers, Mandarin speakers experienced a slower rate of cognitive decline (B = 0.033, p < .001). CONCLUSIONS These findings demonstrate that physical frailty is associated with cognitive decline, particularly among older Chinese immigrants who remain constantly frail or experience increasing frailty over time. Clinical interventions should prioritize addressing both physical frailty and cognitive decline, with special attention to vulnerable subgroups within this population.
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Affiliation(s)
- Fengyan Tang
- School of Social Work, University of Pittsburgh. 2318 Cathedral of Learning, Pittsburgh, PA 15260, United States.
| | - Qingqing Yin
- School of Social Work, University of Pittsburgh. 2318 Cathedral of Learning, Pittsburgh, PA 15260, United States.
| | - Wendi Da
- Institute for Health, Health Care Policy and Aging Research, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States.
| | - Guoping Jin
- School of Social Work, University of Pittsburgh. 2318 Cathedral of Learning, Pittsburgh, PA 15260, United States.
| | - Yanping Jiang
- Institute for Health, Health Care Policy and Aging Research, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States; Department of Family Medicine and Community Health, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States.
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Lorenzo-López L, Cibeira N, Hemadeh A, López-López R, Lema-Arranz C, Maseda A, Fernández-Bertólez N, Costa S, Pásaro E, Valdiglesias V, Millán-Calenti JC, Laffon B. Association between cognitive reserve proxies and frailty phenotype: data from UK Biobank. GeroScience 2025; 47:1897-1910. [PMID: 39397220 PMCID: PMC11978585 DOI: 10.1007/s11357-024-01382-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: 08/14/2024] [Accepted: 10/04/2024] [Indexed: 10/15/2024] Open
Abstract
A potential protective role of cognitive reserve proxies against frailty has been suggested in older adults. We explored the cross-sectional association between cognitive reserve indicators and frailty phenotype. Data were obtained from the UK Biobank. We included 31,975 dementia-free participants aged ≥ 60 years (50.7% females, 2.2% frail) who completed a web-based cognitive assessment (fluid intelligence, working memory, visuospatial attention and processing speed, and executive functioning). Frailty was defined according to the Fried's phenotype (unintentional weight loss, exhaustion, low physical activity, slowness, and weakness). Participants meeting three or more criteria were classified as frail. Cognitive performance was compared between nonfrail and frail groups, and regression models were employed to analyze the associations between cognitive reserve proxies (education, skill level of occupation, social support, and multiple deprivation index (MDI)) and the likelihood of frailty. Frail and nonfrail groups significantly differed on cognitive function, with frail individuals demonstrating poorer performance on all cognitive functions (all p < .05) except fluid intelligence. Regression analysis showed that, after adjusting for age and sex, a lower educational level (odds ratio (OR) .797, 95% confidence interval (CI) .673-.944, p = .009), having maintained occupations with low cognitive requirements (OR .790, 95% CI .668-.936, p = .006), having less social support (OR .755, 95% CI .631-.903, p = .002), and living in a region with a high rate of multiple deprivation (OR 1.025, 95% CI 1.019-1.031, p < .001), significantly increased the probability of experiencing frailty. Our findings support the relationship between declined cognitive functions and frailty emphasizing the importance of implementing public health measures to enhance cognitive reserve.
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Affiliation(s)
- Laura Lorenzo-López
- Gerontology and Geriatrics Research Group, Universidade da Coruña, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain.
| | - Nuria Cibeira
- Gerontology and Geriatrics Research Group, Universidade da Coruña, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Ali Hemadeh
- Departamento de Psicología, Universidade da Coruña, Grupo DICOMOSA, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Rocío López-López
- Gerontology and Geriatrics Research Group, Universidade da Coruña, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Carlota Lema-Arranz
- Departamento de Psicología, Universidade da Coruña, Grupo DICOMOSA, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Ana Maseda
- Gerontology and Geriatrics Research Group, Universidade da Coruña, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Natalia Fernández-Bertólez
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
- Departamento de Biología, Universidade da Coruña, Grupo NanoToxGen, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
| | - Solange Costa
- EPIUnit-Instituto de Saúde Pública, Universidade Do Porto, Porto, Portugal
- Environmental Health Department, National Institute of Health Doutor Ricardo Jorge, Porto, Portugal
- Laboratory for Integrative and Translational Research in Population Health (ITR), Porto, Portugal
| | - Eduardo Pásaro
- Departamento de Psicología, Universidade da Coruña, Grupo DICOMOSA, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Vanessa Valdiglesias
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
- Departamento de Biología, Universidade da Coruña, Grupo NanoToxGen, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
| | - José C Millán-Calenti
- Gerontology and Geriatrics Research Group, Universidade da Coruña, Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
| | - Blanca Laffon
- Departamento de Psicología, Universidade da Coruña, Grupo DICOMOSA, CICA-Centro Interdisciplinar de Química e Bioloxía, A Coruña, Spain
- Instituto de Investigación Biomédica de A Coruña (INIBIC), Complexo Hospitalario Universitario de A Coruña (CHUAC), Sergas, A Coruña, Spain
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Huang JH, Wang QS, Zhuo RM, Su XY, Xu QY, Jiang YH, Li YH, Li SB, Yang LL, Zang RW, Meng CY. Effects of comprehensive intervention models on cognitive frailty in community-dwelling older adults: A 12-month follow-up study. Geriatr Nurs 2025; 62:194-202. [PMID: 39983660 DOI: 10.1016/j.gerinurse.2025.01.011] [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: 05/28/2024] [Revised: 12/06/2024] [Accepted: 01/16/2025] [Indexed: 02/23/2025]
Abstract
BACKGROUND Cognitive frailty (CF) is of concern because of its high prevalence in older population and its close association with adverse health outcomes. However, interventions against CF in China are relatively simple. Therefore, the purpose of this study was to analyse the effects of comprehensive interventions on CF in community-dwelling older adults. METHODS 225 participants, including 108 individuals with reversible CF (RCF) and 117 individuals with potentially RCF (PRCF) were recruited and divided into intervention and control groups. Participants in RCF Intervention Group underwent primary intervention, and participants in PRCF Intervention Group underwent secondary intervention. CF reversal rate and MoCA score were recorded. RESULTS Primary intervention and secondary intervention could well reversed CF. Additionally, MoCA scores changed significantly. CONCLUSIONS Adhering to regular comprehensive interventions can effectively reverse CF for community-dwelling older adults. Additionally, RCF maybe is an effective target for reversing CF via early intervention.
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Affiliation(s)
- Jin Hua Huang
- PLA Clinical College, Anhui Medical University (Department of Neurology, The 901st Hospital of the Joint Logistics Support Force of the Chinese People's Liberation Army), No 424, Wangjingxi Road, Hefei 230032, Anhui Province, China; Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Qing Song Wang
- PLA Clinical College, Anhui Medical University (Department of Neurology, The 901st Hospital of the Joint Logistics Support Force of the Chinese People's Liberation Army), No 424, Wangjingxi Road, Hefei 230032, Anhui Province, China
| | - Rui Min Zhuo
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Xin Yu Su
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Qing Yuan Xu
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Yu Hao Jiang
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Yu Han Li
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Song Bai Li
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Lan Lan Yang
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Rui Wen Zang
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
| | - Chen Yang Meng
- Department of Clinical Medicine, Clinical College of Anhui Medical University, No 1166, Wangjiangxi Road, Hefei 230031, Anhui Province, China
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Todisco S, Magrelli A, Stramba-Badiale C, Riva G. VEGI GRASP: A Virtual Reality Platform for Integrated Cognitive-Motor Assessment in Frail Older Adults. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2025; 28:138-140. [PMID: 39815970 DOI: 10.1089/cyber.2025.18562.ceu] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/18/2025]
Affiliation(s)
- Sarah Todisco
- Applied Technology for Neuro-Psychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Alessandra Magrelli
- Applied Technology for Neuro-Psychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Chiara Stramba-Badiale
- Applied Technology for Neuro-Psychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
| | - Giuseppe Riva
- Applied Technology for Neuro-Psychology Laboratory, IRCCS Istituto Auxologico Italiano, Milan, Italy
- Humane Technology Laboratory, Catholic University of the Sacred Heart, Milan, Italy
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Zhou J, Kou M, Tang R, Wang X, Li X, Heianza Y, Manson JE, Qi L. Joint Physical-Psychosocial Frailty and Risks of All-Cause and Cause-Specific Premature Mortality. J Gen Intern Med 2025:10.1007/s11606-024-09335-z. [PMID: 39843666 DOI: 10.1007/s11606-024-09335-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 12/23/2024] [Indexed: 01/24/2025]
Abstract
BACKGROUND The importance of integrating physical and psychosocial factors in assessing frailty -health outcomes has been increasingly acknowledged, while the related evidence is lacking. We sought to investigate the associations of joint physical-psychosocial frailty with risk of premature mortality and evaluate the relative importance of individual physical and psychosocial factors. DESIGN A total of 381,295 participants with no history of cancer or cardiovascular disease (CVD) were recruited from the UK Biobank cohort. The physical-psychosocial frailty was evaluated based on seven indicators including weight loss, exhaustion, physical activity, walking pace, grip strength, social isolation, and loneliness. The outcomes were premature mortality from all causes, cancer, CVD, and other causes. Cox proportional hazards models were used to assess the associations between the physical-psychosocial frailty and premature mortality. KEY RESULTS During a median follow-up period of 12.7 years, we recorded 20,328 premature deaths. Each additional increment in the physical-psychosocial frailty index was associated with a 26% (HR 1.26, 95% CI 1.24-1.28), 10% (HR 1.10, 95% CI 1.08-1.12), 30% (HR 1.30, 95% CI 1.26-1.33), and 44% (HR 1.44, 95% CI 1.41-1.47) higher risk of all-cause, cancer, cardiovascular, and other-cause premature mortality, respectively. Compared with participants with the physical-psychosocial frailty index of 0, those with the index ≥ 4 had a 2.67 (95% CI 2.49-2.87)-fold higher risk of all-cause premature mortality. Slow walking pace and social isolation were the top two strongest predictors for all-cause premature mortality. In addition, we found that lower body mass index (BMI), age, smoking status, and dietary quality modified the associations of physical-psychosocial frailty with all-cause premature mortality (P-interaction < 0.05). CONCLUSIONS In this cohort study of UK Biobank participants, joint physical-psychosocial frailty is significantly associated with risks of all-cause and cause-specific premature mortality, highlighting the importance to jointly assess physical and psychosocial factors in determining aging-related health.
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Affiliation(s)
- Jian Zhou
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
- Department of Orthopedics, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Minghao Kou
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
| | - Rui Tang
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
| | - Xuan Wang
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
| | - Xiang Li
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
| | - Yoriko Heianza
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA
| | - JoAnn E Manson
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Lu Qi
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Suite 1724, New Orleans, LA, 70112, USA.
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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10
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Sousa-Fraguas MC, Rodríguez-Fuentes G, Lastra-Barreira D, Conejo NM. Associations between frailty and cognitive impairment in Parkinson´s disease: a cross-sectional study. Aging Clin Exp Res 2025; 37:19. [PMID: 39751989 PMCID: PMC11698760 DOI: 10.1007/s40520-024-02922-4] [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: 09/04/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND The presence of frailty is common in people with Parkinson's disease, as is cognitive dysfunction. Previous research on frailty has focused on the physical aspects of the pathology. AIMS To analyze the relationship between frailty and cognitive impairment in patients with Parkinson's disease and to know which disease characteristics are associated with frailty. METHODS An observational, correlational and cross-sectional study was conducted. Participants were recruited from a Home Rehabilitation Service and two Parkinson's Associations. An individualized assessment was carried out by means of a structured interview. Frailty was assessed with the Fried scale and cognitive function with the Mini Mental State Examination and the Parkinson's Disease Cognitive Rating Scale. RESULTS 90 patients were recruited, 60% men, with a mean age of 73.50 (6.71) years. Frailty was associated with age and disease severity (p < 0.05). Frail patients presented worse cognitive performance relative to pre-frail and robust patients. A negative correlation (coefficient - 0.503) was observed between frailty and measures of patients' cognitive function (p < 0.05). DISCUSSION The coexistence of frailty and cognitive impairment should be assessed, as PD patients with both conditions are more vulnerable and have a higher chance of experiencing adverse effects. CONCLUSION Frail patients with Parkinson's disease present an impairment of cognitive functions dependent on cortical and subcortical regions, being these regions more preserved in the case of robust. The development of programs for early detection of frailty and cognitive function in these patients is necessary to implement strategic intervention plans focused on reversing frailty and cognitive impairment. PROTOCOL REGISTRATION NUMBER: http://www. CLINICALTRIALS gov ID: NCT05388526.
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Affiliation(s)
- M C Sousa-Fraguas
- Department of Surgery and Medical-Surgical Specialties, Faculty of Medicine and Health Sciences, University of Oviedo, Oviedo, 33006, Spain.
- Faculty of Physiotherapy, Department of Surgery and Medical-Surgical Specialties, University of Oviedo, Oviedo, E-33006, Spain.
- Corporación Fisiogestión, Gijón, 33202, Spain.
- Instituto de Neurociencias del Principado de Asturias (INEUROPA), University of Oviedo, Oviedo, 33003, Spain.
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, 33006, Spain.
| | - G Rodríguez-Fuentes
- Department of Functional Biology and Health Sciences, Faculty of Physiotherapy, Universidade de Vigo, Pontevedra, 36005, Spain
- HealthyFit Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Pontevedra, Spain
| | | | - N M Conejo
- Instituto de Neurociencias del Principado de Asturias (INEUROPA), University of Oviedo, Oviedo, 33003, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, 33006, Spain
- Laboratory of Neuroscience, Department of Psychology, Neurocon Research Group, University of Oviedo, Oviedo, 33003, Spain
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11
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Yu L, Cao S, Song B, Hu Y. Predicting grip strength-related frailty in middle-aged and older Chinese adults using interpretable machine learning models: a prospective cohort study. Front Public Health 2024; 12:1489848. [PMID: 39741944 PMCID: PMC11685125 DOI: 10.3389/fpubh.2024.1489848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 12/02/2024] [Indexed: 01/03/2025] Open
Abstract
Introduction Frailty is an emerging global health burden, and there is no consensus on the precise prediction of frailty. We aimed to explore the association between grip strength and frailty and interpret the optimal machine learning (ML) model using the SHapley Additive exPlanation (SHAP) to predict the risk of frailty. Methods Data for the study were extracted from the China Health and Retirement Longitudinal Study (CHARLS) database. Socio-demographic, medical history, anthropometric, psychological, and sleep parameters were analyzed in this study. We used the least absolute shrinkage and selection operator (LASSO) regression to filter the model for the best predictor variables and constructed six ML models for predicting frailty. The feature performance of six ML models was compared based on the area under the receiver operating characteristic curve (AUROC) and the light gradient boosting machine (LightGBM) model was selected as the best predictive frailty model. We used SHAP to interpret the LightGBM model and to reveal the decision-making process by which the model predicts frailty. Results A total of 10,834 eligible participants were included in the study. Using the lowest quartile of grip strength as a reference, grip strength was negatively associated with the risk of frailty when grip strength was >29.00 kg for males or >19.00 kg for females (p < 0.001). The LightGBM model predicted frailty with optimal performance with an AUROC of 0.768 (95% CI 0.741 ~ 0.795). The SHAP summary plot showed that all features predicted frailty in order of importance, with cognitive function being considered the most important predictive feature. The poorer the cognitive function, nighttime sleep duration, body mass index (BMI), and grip strength, the higher the risk of frailty in middle-aged and older adults. The SHAP individual force plot clearly shows that the LightGBM model predicts frailty in the individual decision-making process. Conclusion The grip strength-related LightGBM prediction model based on SHAP has high accuracy and robustness in predicting the risk of frailty. Increasing grip strength, cognitive function, nighttime sleep duration, and BMI reduce the risk of frailty and may provide strategies for individualized management of frailty.
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Affiliation(s)
- Lisheng Yu
- Neurosurgery, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Wenzhou Municipal Key Laboratory of Neurodevelopmental Pathology and Physiology, Wenzhou Medical University, Wenzhou, China
| | - Shunshun Cao
- Pediatric Endocrinology, Genetics and Metabolism, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Botian Song
- Reproductive Medicine Center, Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yangyang Hu
- Reproductive Medicine Center, Obstetrics and Gynecology, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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12
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Qin L, Huang T, Zhang D, Wei L, Li G, Zhu Q, Tong Q, Ding G, Liu J. The mitochondrial function of peripheral blood cells in cognitive frailty patients. Front Aging Neurosci 2024; 16:1503246. [PMID: 39723155 PMCID: PMC11669044 DOI: 10.3389/fnagi.2024.1503246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Accepted: 11/25/2024] [Indexed: 12/28/2024] Open
Abstract
Background Cognitive frailty (CF), characterized by the coexistence of physical frailty and cognitive impairment, is linked to increased morbidity and mortality in older adults. While CF has been linked to multiple physiological and lifestyle factors, the underlying biological mechanisms remain poorly understood. This study investigated the risk factors for CF and explored the relationship between mitochondrial function and CF in hospitalized patients. Methods A total of 279 hospitalized individuals were recruited from December 2020 to August 2022, conducted comprehensive clinical assessments, and collected peripheral blood samples. CF was evaluated using the Physical Frailty Phenotype and Montreal Cognitive Assessment scales. Nutritional status was assessed with the Mini Nutritional Assessment, and depression was measured using the Geriatric Depression Scale. DNA was obtained from the peripheral blood and interrogated for mitochondrial DNA copy number (mtDNAcn). Peripheral blood mononuclear cells isolated from peripheral blood were examined for respiratory function and reactive oxygen species (ROS) levels. Additionally, plasma samples were analyzed for inflammatory markers and Carnitine Palmitoyltransferase II (CPT2). Results Among the participants, 90 were classified as CF and 46 as non-CF. Logistic regression analysis revealed that increased age (OR 1.156, 95% CI 1.064-1.255), lower educational attainment (OR 0.115, 95% CI 0.024-0.550), malnutrition (OR 0.713, 95% CI 0.522-0.973), and higher depression scores (OR 1.345, 95% CI 1.065-1.699) were significantly associated with CF. The independent t tests and Mann-Whitney U tests showed the CF group exhibited impaired mitochondrial function, characterized by reduced mtDNAcn and respiratory activity, coupled with elevated ROS, interleukin-6, and CPT2 levels compared with the non-CF group. After adjusted for age, sex, and BMI, compared with non-CF group, the OR values for the CF group of mtDNAcn and ROS were 0.234 (95% CI = 0.065-0.849) (p = 0.027) and 1.203 (95% CI = 1.075-1.347) (p = 0.001), respectively. The Sensitive analysis showed that the area under curve values for mtDNAcn and ROS were 0.653 and 0.925. Conclusion Age, lower educational attainment, malnutrition, and depression are significant risk factors for CF. Moreover, mitochondrial dysfunction, characterized by decreased mtDNAcn, impaired respiratory function and increased ROS levels appears to be a critical phenotype of CF.
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Affiliation(s)
| | | | | | | | | | | | | | - Guoxian Ding
- Division of Geriatric Endocrinology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Juan Liu
- Division of Geriatric Endocrinology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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13
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Kim SY, Kim MJ, Shin DW, Won CW, Shim HY, Cho BL. Mid-upper arm circumference as a screening tool for identifying physical frailty in community-dwelling older adults: The Korean Frailty and Aging Cohort Study. Geriatr Gerontol Int 2024; 24:1292-1299. [PMID: 39473134 PMCID: PMC11628876 DOI: 10.1111/ggi.14998] [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: 07/07/2024] [Revised: 09/08/2024] [Accepted: 09/29/2024] [Indexed: 12/11/2024]
Abstract
AIMS Frailty in older adults is influenced by various factors, such as poor nutritional status. Mid-upper arm circumference (MUAC) is a validated, simple, and non-invasive tool for assessing nutritional status. Despite its potential, no study has explored the association between MUAC and physical frailty in older adults. This study aims to investigate this association and assess whether MUAC can be used as a screening tool in community and primary clinical practice. METHODS A cross-sectional study was conducted with 1178 participants aged 71.8 to 86.7 years from the 2019 Korean Frailty and Aging Cohort Study (KFACS). Physical frailty was defined using the Fried frailty phenotype criteria. MUAC was measured as the average circumference of both upper arms without compressing the subcutaneous tissue. Odds ratios (ORs) and 95% confidence intervals (CIs) for physical frailty, stratified by sex, were estimated using multiple logistic regression analysis after adjustments. RESULTS MUAC was lower in physically frail men compared with non-frail men (28.0 ± 2.9 vs. 29.4 ± 2.6 cm, P < 0.001). MUAC was negatively correlated with the Frailty Index (r = -0.155, P < 0.001). Multiple logistic regression analysis revealed that MUAC was an independent factor for physical frailty in men (OR 0.986, 95% CI 0.973-1.000, P = 0.049). The optimal MUAC cutoff for identifying physical frailty in men was 28.2 cm (sensitivity 60.7%, specificity 71.4%, AUC 0.672, 95% CI 0.595-0.749, P < 0.001). No significant results were found for women. CONCLUSION Low MUAC is significantly associated with physical frailty in older men, suggesting the potential for MUAC to be utilized as a screening tool for physical frailty in community and primary clinical settings. Geriatr Gerontol Int 2024; 24: 1292-1299.
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Affiliation(s)
- So Young Kim
- Department of Family Medicine, Seoul National University HospitalSeoul National University College of MedicineSeoulRepublic of Korea
| | - Mi Ji Kim
- Department of Health Sciences and Technology, College of MedicineKyung Hee UniversitySeoulRepublic of Korea
- Elderly Frailty Research Center, Department of Family Medicine, College of MedicineKyung Hee UniversitySeoulRepublic of Korea
| | - Dong Wook Shin
- Department of Family Medicine/Supportive Care Center, Samsung Medical CenterSungkyunkwan University School of MedicineSeoulRepublic of Korea
| | - Chang Won Won
- Elderly Frailty Research Center, Department of Family Medicine, College of MedicineKyung Hee UniversitySeoulRepublic of Korea
- Department of Family MedicineKyung Hee University Medical CenterSeoulRepublic of Korea
| | - Ha Young Shim
- Institute on AgingSeoul National University College of MedicineSeoulRepublic of Korea
| | - Be Long Cho
- Department of Family Medicine, Seoul National University HospitalSeoul National University College of MedicineSeoulRepublic of Korea
- Institute on AgingSeoul National University College of MedicineSeoulRepublic of Korea
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14
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Lin X, Nian Z, Yang L, Qing Z, Zhenjun N, Yanlin H. Prevalence and influencing factors of cognitive frailty among Chinese older adults: A systematic review and meta-analysis. Int J Nurs Pract 2024; 30:e13306. [PMID: 39448383 DOI: 10.1111/ijn.13306] [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: 02/19/2023] [Revised: 08/02/2023] [Accepted: 09/10/2024] [Indexed: 10/26/2024]
Abstract
AIMS Cognitive frailty refers to the coexistence of physical frailty and cognitive impairment in older adults, without a concurrent diagnosis of Alzheimer's disease or other dementias. This review aims to evaluate the prevalence of CF subtypes and identify influencing factors among Chinese older adults. METHODS The following databases were searched: PubMed/Medline, Embase, Cochrane Library, WOS, PsycINFO and CNKI et al (1 January 2001 to 20 October 2022). The risk of bias was assessed using the Agency for Healthcare Research and Quality Evidence-based Practice Center Methods Guide. Stata 17.0 software was used to pool the prevalence of cognitive frailty, and the pooled odds ratio and 95% CI of the influencing factors were calculated. RESULTS The meta-analysis (56 studies and 80,320 participants) revealed the following prevalence rates: CF (18.9%), reversible CF (19.5%), potentially reversible CF (17.5%), CF in community-dwelling older adults (14.3%), CF in nursing homes (22.7%) and CF in older inpatients (25.2%). Influential factors identified included age, gender, education, nutrition, depression, exercise, sleep and comorbidity. CONCLUSIONS The prevalence of CF among Chinese older adults is notably high, and it probably underestimates the prevalence of reversible cognitive frailty. It is crucial to encourage adherence to healthy behaviours, as it can effectively reduce and delay the onset of cognitive frailty.
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Affiliation(s)
- Xie Lin
- Department of Psychology, School of Philosophy, Wuhan University, Wuhan, Hubei, China
- Department of Nursing, Hubei College of Chinese Medicine, Jingzhou, Hubei, China
| | - Zhong Nian
- Department of Psychology, School of Philosophy, Wuhan University, Wuhan, Hubei, China
| | - Liu Yang
- Wuhan Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhang Qing
- Department of Nursing, School of Nursing, Wuhan University, Wuhan, Hubei, China
| | - Niu Zhenjun
- Department of Nursing, Hubei College of Chinese Medicine, Jingzhou, Hubei, China
| | - Heng Yanlin
- Department of Nursing, School of Medicine, Yangtze University, Jingzhou, Hubei, China
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15
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Wang N, Zhang Q, Li P, Guo L, Wu X, Tu Q. Association Between Cognitive Function and Emotion, Sleep, Frailty, and Nutrition in Hospitalized Patients. Brain Behav 2024; 14:e70170. [PMID: 39607290 PMCID: PMC11603433 DOI: 10.1002/brb3.70170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 10/29/2024] [Accepted: 11/04/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND With the rapid increase in China's aging population, cognitive impairment in the elderly has become a significant public health issue. AIMS In this study we performed a cross-sectional analysis to comprehensively investigate the relationship between cognitive function and emotion, sleep, frailty, nutrition, and clinical variables in hospitalized geriatric patients according to age group and sex. We determined the most important risk factors for cognitive impairment. METHOD A total of 1121 inpatients were recruited from the Department of Gerontology at the Fifth Affiliated Hospital of Sun Yat-sen University, China, from August 2023 to April 2024. Cognitive assessment was performed using the Mini-Mental State Examination scale and Montreal Cognitive Assessment. The sleep quality was evaluated based on the Pittsburgh Sleep Quality Index, and anxiety and depression were evaluated based on the Hamilton Anxiety Scale and Hamilton Depression Scale. RESULTS Sex and age differences existed with respect to cognition, emotion, and sleep quality. After full adjustment, age, education level, working status, hemoglobin level, activities of daily living, Hamilton Depression Scale, and Pittsburgh Sleep Quality Index scores were significantly and independently associated with cognitive impairment. DISCUSSION Geriatric patients with a better mood, sleep and nutrition status, higher education level, and more social engagement performance had superior cognitive function. Interventions, such as valuing education, improving sleep, relaxing emotions, preventing anemia, and adjusting lifestyle, may help prevent the development of cognitive deficits. Elderly and female patients required special attention. CONCLUSIONS Various factors were shown to contribute to maintenance of cognitive function.
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Affiliation(s)
- Nan Wang
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
| | - Qunying Zhang
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
| | - Peng Li
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
| | - Lilan Guo
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
| | - Xiaoman Wu
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
| | - Qiuyun Tu
- Department of Gerontology and GeriatricsFifth Affiliated Hospital of Sun Yat‐sen UniversityZhuhaiGuangdongChina
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Zhou J, Li Y, Zhu L, Yue R. Association between frailty index and cognitive dysfunction in older adults: insights from the 2011-2014 NHANES data. Front Aging Neurosci 2024; 16:1458542. [PMID: 39301115 PMCID: PMC11410601 DOI: 10.3389/fnagi.2024.1458542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 08/27/2024] [Indexed: 09/22/2024] Open
Abstract
Background As the population ages, the occurrence of cognitive decline and dementia is continuously increasing. Frailty is a prevalent problem among older adults. Epidemiologic studies have shown a comorbidity between frailty and cognitive impairment. However, their relationship remains unclear. The frailty index is an important indicator for measuring frailty. This study aims to investigate the relationship between frailty index and cognitive dysfunction in older adults aged 60 years and older in the United States from the 2011-2014 National Health and Nutrition Examination Survey (NHANES). Methods Community-dwelling older adults aged 60 years or older from 2011 to 2014 were extracted from the NHANES database. The frailty index was calculated using the formula: frailty index = total number of deficits present/total number of deficits measured. The Animal Fluency (AF), the Digit Symbol Substitution Test (DSST), the Consortium to Establish a Registry for Alzheimer's disease Delayed Recall (CERAD-DR), and Word Learning (CERAD-WL) were used to evaluate cognitive dysfunction. Firstly, weighted logistic regression analysis was used to explore the relationship between frailty index and cognitive dysfunction. Secondly, the influence of covariates on the frailty index was evaluated by subgroup analysis and interaction. Finally, the non-linear relationship is discussed by using the restricted cubic spline regression model. Results Our study included a total of 2,574 patients, weighted logistic regression analysis, after adjusting for all covariates, showed that the frailty index was associated with every test score. The interaction showed that covariates had no significant effect on this association in AF. The association between the frailty index and AF in the restricted cubic spline regression model is non-linear. As the frailty index increased, the risk of AF reduction increased, suggesting a higher risk of cognitive dysfunction. Conclusion In general, a high frailty index appears to be associated with an increased risk of cognitive dysfunction in the elderly. Consequently, protecting against cognitive decline necessitates making geriatric frailty prevention and treatment top priorities.
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Affiliation(s)
- Jianlong Zhou
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Clinical Medical School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yadi Li
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Clinical Medical School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Lv Zhu
- West China Center of Excellence for Pancreatitis, Institute of Integrated Traditional Chinese and Western Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Rensong Yue
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
- Clinical Medical School, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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17
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Lundberg K, Elmståhl S, Wranker LS, Ekström H. The Association between Physical Frailty and Cognitive Performance in Older Adults Aged 60 to 96 Years: Data from the "Good Aging in Skåne" (GÅS) Swedish Population Study. Ann Geriatr Med Res 2024; 28:330-341. [PMID: 38782711 PMCID: PMC11467518 DOI: 10.4235/agmr.24.0055] [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: 03/02/2024] [Revised: 04/27/2024] [Accepted: 05/09/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND The association between physical frailty and performance in different cognitive domains in the absence of cognitive disorders is poorly understood. Hence, we aimed to explore the associations between frailty levels based on the Fried Physical Frailty Phenotype and performance of different cognitive domains. We also aimed to examine the associations between cognitive function and each criterion in the Fried Frailty Scale using the same cognitive domains in a non-dementia population aged 60-96 years. METHODS This cross-sectional study included 4,329 participants aged 60-96 years, drawn from the "Good Aging in Skåne" population study. Frailty indices included handgrip strength, physical endurance, body mass index (BMI), physical activity, and walking speed. Cognitive function was assessed across eight domains: episodic memory, processing speed, semantic memory, verbal fluency, working memory, attention, executive function, and visual perception. We constructed adjusted multiple linear regression models for each cognitive domain, with the frailty levels as the independent variable. Likewise, we constructed linear regression models with each cognitive domain as the dependent variable and frailty criteria as independent variables. RESULTS Physical frailty was associated with poor performance in episodic memory, processing speed, semantic memory, verbal fluency, working memory, attention, and executive functions (p<0.001 for all associations). Weaker hand grip strength was independently associated with poorer performance in all cognitive domains (p < 0.015). CONCLUSION Higher levels of frailty were associated with poorer performance in all cognitive domains except visual perception. Describing frailty by considering cognitive functioning may provide a better understanding of frailty.
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Affiliation(s)
- Katrina Lundberg
- Division of Geriatric Medicine, Department of Clinical Sciences in Malmö, Skåne University Hospital, Lund University, Malmö, Sweden
| | - Sölve Elmståhl
- Division of Geriatric Medicine, Department of Clinical Sciences in Malmö, Skåne University Hospital, Lund University, Malmö, Sweden
| | - Lena Sandin Wranker
- Division of Geriatric Medicine, Department of Clinical Sciences in Malmö, Skåne University Hospital, Lund University, Malmö, Sweden
| | - Henrik Ekström
- Division of Geriatric Medicine, Department of Clinical Sciences in Malmö, Skåne University Hospital, Lund University, Malmö, Sweden
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Moshel ML, Warburton WA, Batchelor J, Bennett JM, Ko KY. Neuropsychological Deficits in Disordered Screen Use Behaviours: A Systematic Review and Meta-analysis. Neuropsychol Rev 2024; 34:791-822. [PMID: 37695451 PMCID: PMC11473542 DOI: 10.1007/s11065-023-09612-4] [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: 11/21/2022] [Accepted: 08/01/2023] [Indexed: 09/12/2023]
Abstract
Over the last few decades, excessive and disordered screen use has become more prevalent, prompting investigations into its associated consequences. The extent to which disordered screen use behaviours impact neuropsychological functioning has been reportedly mixed and at times inconsistent. This review sought to synthesise the literature and estimate the magnitude of overall cognitive impairment across a wide range of disordered screen use behaviours. We also sought to determine the cognitive domains most impacted, and whether the observed impairments were moderated by the classification of screen-related behaviours (i.e., Internet or gaming) or the format of cognitive test administration (i.e., paper-and-pencil or computerised). A systematic search of databases (Embase, PsycINFO, MEDLINE) identified 43 cross-sectional articles that assessed neuropsychological performance in disordered screen use populations, 34 of which were included in the meta-analysis. A random-effects meta-analysis revealed significant small/medium (g = .38) cognitive deficits for individuals with disordered screen use behaviours relative to controls. The most affected cognitive domain with a significant medium effect size (g = .50) was attention and focus followed by a significant reduction in executive functioning (g = .31). The classification of disordered screen use behaviours into Internet or gaming categories or the format of cognitive testing did not moderate these deficits. Additionally, excluding disordered social media use in an exploratory analysis had little effect on the observed outcomes. This study highlights a number of methodological considerations that may have contributed to disparate findings and shows that disordered screen use can significantly impact cognitive performance. Recommendations for future research are also discussed. Data for this study can be found at https://osf.io/upeha/ .
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Affiliation(s)
- Michoel L Moshel
- School of Psychological Sciences, Macquarie University, Sydney, Australia.
| | - Wayne A Warburton
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Jennifer Batchelor
- School of Psychological Sciences, Macquarie University, Sydney, Australia
| | - Joanne M Bennett
- School of Behavioural and Health Sciences, Australian Catholic University, Sydney, Australia
| | - Katherine Y Ko
- School of Psychological Sciences, Macquarie University, Sydney, Australia
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Chan YLE, Lin WS, Lai HC, Hung CY, Huang MH. Changes in cognitive function after a 12-week POWER rehabilitation in older adults with schizophrenia and frailty. Asia Pac Psychiatry 2024; 16:e12556. [PMID: 38727090 DOI: 10.1111/appy.12556] [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: 08/22/2023] [Revised: 02/19/2024] [Accepted: 04/21/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND The effectiveness of isolated resistance training (RT) on cognitive function among older adults with schizophrenia is insufficiently investigated. This study investigated the effectiveness of 12-weeks POWER rehabilitation, a novel RT regimen, on cognitive function among older patients with schizophrenia and frailty. METHODS Thirty-two older adults with schizophrenia and frailty were enrolled and randomized to receive either a 12-week, twice weekly POWER rehabilitation, or without add-on training. Cognitive functioning was assessed using mini-mental state examination (MMSE), digit symbol substitution test, color trail task (CTT), and digit span task (DST). Physical performance was assessed by walking speed and hand grip strength. The generalized estimating equations was used to compare pre- and post-training outcome measure between groups. RESULTS Between-group analysis revealed significant improvement in CTT1 and hand grip strength in the intervention group compared to the controls. Subgroup analyses showed CTT1 performance significantly improved after 12 weeks of POWER rehabilitation in the intervention group (time, p < .001), independent of age, educational level, global cognition, depressive symptoms, and psychotropic medication use. Increased hand grip strength was significantly associated with improved performance in MMSE, CTT1, and DST forward at study endpoint. CONCLUSION A 12-week POWER rehabilitation for older patients with schizophrenia and frailty is safe and feasible, and may benefit physical and some domains of cognitive functioning.
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Affiliation(s)
- Yee-Lam E Chan
- Department of Psychiatry, General Cheng Hsin Hospital, Taipei, Taiwan
| | - Wang-Sheng Lin
- Department of Physical Medicine and Rehabilitation, Yuanshan and Suao Branches of Taipei Veterans General Hospital, Ilan, Taiwan
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hui-Chen Lai
- Department of Psychiatry, Yuanshan and Suao Branches of Taipei Veterans General Hospital, Ilan, Taiwan
| | - Chih-Yuan Hung
- Department of Psychiatry, Yuanshan and Suao Branches of Taipei Veterans General Hospital, Ilan, Taiwan
| | - Mao-Hsuan Huang
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Psychiatry, Yuanshan and Suao Branches of Taipei Veterans General Hospital, Ilan, Taiwan
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Fei Y, Niu S, Xi X, Tang W, Zhao Y, Zhang G, Yu X, Li C, Li X, Liu Y, Li Y, Yin Y, Cui Y, Li X. Physical frailty intensifies the positive association of oral frailty with poor global cognitive function and executive function among older adults especially for females: a cross-sectional study. BMC Geriatr 2024; 24:468. [PMID: 38811863 PMCID: PMC11134949 DOI: 10.1186/s12877-024-05056-4] [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: 01/25/2024] [Accepted: 05/08/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Oral frailty is reported to increase the risk of new onset of mild cognitive impairment. Whereas, the association of oral frailty with cognition among older adults in both physical frail and non-physical frail status has not been sufficiently explored, and whether there are sex differences in the association is unclear. This study investigated the association of oral frailty and physical frailty with global cognitive function and executive function among older adults, as well as the sex differences in such association. METHODS This cross-sectional study included 307 participants aged ≥ 60 years old from communities between June 2023 and August 2023, in Nanjing, China. Global cognitive function and executive function were assessed by using the Montreal Cognitive Assessment (MoCA) and Trail Making Tests A (TMT-A), respectively. Oral frailty was identified by the combination of natural tooth, Oral Frailty Index-8 (OFI-8), and oral diadochokinesis. Physical frailty was measured by using Fried phenotype model which contained 5 criteria: unintentional weight loss, weakness, exhaustion, slowness, and low physical activity. Multiple linear regression analyses for overall participants and stratified by sex and presence or absence of physical frailty were performed, respectively, to examine the association between oral frailty and cognitive functions. RESULTS The median age of participants was 70 years old. The study included 158 (51.5%) females, 53 (17.3%) individuals with physical frailty, and 65 (21.2%) participants with oral frailty. After adjustment, the association between oral frailty and global cognitive function was observed in the physical frailty group (B = -2.67, 95% Confidence Interval [CI]: -5.27 to -0.07, p = 0.045) and the females with physical frailty (B = -4, 95% CI: -7.41 to -0.58, p = 0.024). Oral frailty was associated with executive function in overall participants (B = 0.12, 95% CI: 0.01 to 0.22, p = 0.037), physical frailty group (B = 23.68, 95% CI: 1.37 to 45.99, p = 0.038). In the adjusted models, oral frailty was significantly associated with executive function in all females (B = 0.21, 95% CI: 0.05 to 0.36, p = 0.009), in females without physical frailty (B = 0.19, 95% CI: 0.02 to 0.36, p = 0.027), and in females with physical frailty (B = 48.69, 95% CI: 7.17 to 90.21, p = 0.024). CONCLUSIONS Physical frailty intensifies the positive association of oral frailty with poor global cognitive function and executive function among older adults, particularly among females. It is ponderable to consider sex differences and facilitate the management of physical frailty when it comes to promoting cognitive health based on the perspective of oral health among older adults.
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Affiliation(s)
- Yang Fei
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Shuzhen Niu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Xueru Xi
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Wenping Tang
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yue Zhao
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Ge Zhang
- Department of Geriatrics (Geriatric Neurology), the Affiliated Brain Hospital of Nanjing Medical University, 264 Guangzhou Road, Nanjing, China
| | - Xiaohong Yu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Cheng Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Xinru Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Ying Liu
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yaxin Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
| | - Yueheng Yin
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China.
| | - Yan Cui
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China.
| | - Xianwen Li
- School of Nursing, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing, China
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Moore DJ, Sun-Suslow N, Nichol AA, Paolillo EW, Saloner R, Letendre SL, Iudicello J, Morgan EE. The clinical utility of three frailty measures in identifying HIV-associated neurocognitive disorders. AIDS 2024; 38:645-655. [PMID: 38051787 PMCID: PMC10939888 DOI: 10.1097/qad.0000000000003805] [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] [Indexed: 12/07/2023]
Abstract
OBJECTIVE Frailty measures vary widely and the optimal measure for predicting HIV-associated neurocognitive disorders (HAND) is unclear. DESIGN A study was conducted to examine the clinical utility of three widely used frailty measures in identifying HIV-associated neurocognitive disorders. METHODS The study involved 284 people with HIV (PWH) at least 50 years enrolled at UC San Diego's HIV Neurobehavioral Research Program. Frailty measurements included the Fried Phenotype, the Rockwood Frailty Index, and the Veterans Aging Cohort Study (VACS) Index. HAND was diagnosed according to Frascati criteria. ANOVAs examined differences in frailty severity across HAND conditions. ROC analyses evaluated sensitivity and specificity of each measure to detect symptomatic HAND [mild neurocognitive disorder (MND) and HIV-associated dementia (HAD)] from no HAND. RESULTS Across all frailty measures, frailty was found to be higher in HAD compared with no HAND. For Fried and Rockwood (not VACS), frailty was significantly more severe in MND vs. no HAND and in HAD vs. ANI (asymptomatic neurocognitive impairment). For discriminating symptomatic HAND from no HAND, Fried was 37% sensitive and 92% specific, Rockwood was 85% sensitive and 43% specific, and VACS was 58% sensitive and 65% specific. CONCLUSION These findings demonstrate that Fried and Rockwood outperform VACS in predicting HAND. However, ROC analyses suggest none of the indices had adequate predictive validity in detecting HAND. The results indicate that the combined use of the Rockwood and Fried indices may be an appropriate alternative.
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Affiliation(s)
- David J Moore
- Department of Psychiatry, University of California San Diego
| | - Ni Sun-Suslow
- Department of Psychiatry, University of California San Diego
| | | | | | - Rowan Saloner
- Department of Psychiatry, University of California San Diego
- San Diego State University/University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego
- Deparment of Psychiatry and Behavioral Sciences, University of California San Francisco
| | - Scott L Letendre
- Department of Psychiatry, University of California San Diego
- Department of Medicine
| | | | - Erin E Morgan
- Department of Psychiatry, University of California San Diego
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Gao X, Wu Q, Long Y, Hu X, Yang Z, Huang L. Interaction between plant-based dietary pattern and frailty on cognitive decline: a longitudinal analysis of the Chinese Longitudinal Healthy Longevity Survey cohort. Age Ageing 2024; 53:afae002. [PMID: 38275096 DOI: 10.1093/ageing/afae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 11/09/2024] [Indexed: 01/27/2024] Open
Abstract
OBJECTIVES Frailty is a risk factor for faster cognitive decline, while plant-based dietary patterns are associated with decreased risk of cognitive decline. We aimed to explore their interaction with cognitive function among older adults. METHODS We used data from the Chinese Longitudinal Healthy Longevity Survey between 2008 and 2018. Frailty was evaluated based on the frailty index (FI), and the plant-based diet index (PDI) was calculated using food frequency questionnaire at baseline. Repeated measures of the Mini-Mental State Examination (MMSE) were utilised to assess cognitive function. We used linear mixed models to estimate regression coefficients (β) and 95% confidence intervals (CI). RESULTS We included 7,166 participants with a median follow-up of 5.8 years. Participants in pre-frail (β = -0.18, 95% CI: -0.24, -0.13) and frail (β = -0.39, 95% CI: -0.48, -0.30) groups experienced an accelerated decline in MMSE score compared with the robust group. The PDI modified the above association, with corresponding associations with frailty being much more pronounced among participants with a lower PDI (frail vs. robust β = -0.44, 95% CI: -0.56, -0.32), compared with those with a higher PDI (frail vs. robust β = -0.27, 95% CI: -0.40, -0.13). In addition, A combination of frailty and a low PDI was strongly associated with a faster decline in MMSE score (β = -0.52, 95% CI: -0.63, -0.41). CONCLUSION Adherence to plant-based dietary patterns attenuates the association between frailty and cognitive decline. If the observed association is causal, promoting plant-based dietary patterns may be a strategy to reduce the effects of frailty on neurological health.
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Affiliation(s)
- Xia Gao
- Department of Gerontology, Daping Hospital, Army Medical University, Chongqing, China
| | - Qianrong Wu
- Department of Prevention and Health Care, Daping Hospital, Army Medical University, Chongqing, China
| | - Yan Long
- Department of Gerontology, Daping Hospital, Army Medical University, Chongqing, China
| | - Xiaotong Hu
- Department of Gerontology, Daping Hospital, Army Medical University, Chongqing, China
| | - Zongming Yang
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China
- Department of Endocrinology of the Children's Hospital, National Clinical Research Center for Children's Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Liang Huang
- Department of Gerontology, Daping Hospital, Army Medical University, Chongqing, China
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Cui K, Meng W, Li Z, Zeng X, Li X, Ge X. Dynamics, association, and temporal sequence of cognitive function and frailty: a longitudinal study among Chinese community-dwelling older adults. BMC Geriatr 2023; 23:658. [PMID: 37833637 PMCID: PMC10571451 DOI: 10.1186/s12877-023-04328-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/18/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Little is known about the association of longitudinal dynamics between cognitive function and frailty in Chinese older adults. The temporal sequences between cognitive function and frailty remains unclear. Our study investigates this directionality association using longitudinal data. METHODS Latent growth and multivariate latent growth models were employed to examine dynamics of cognition and frailty and their association among 2824 older adults in China. Cross-lagged panel analyses were used to assess the temporal sequences between frailty and cognition. The relation between cognitive domains and frailty was also examined using aforementioned methods. RESULTS Cognitive function was negatively associated with frailty status. Higher initial level of cognition indicated lower baseline level (β=-0.175, P < 0.001) and change rate (β=-0.041, P = 0.002) of frailty. We observed a reciprocal association between frailty and cognitive function rather than a unidirectional causal relationship. The initial cognitive performance for all components were negatively associated with baseline (β ranged between - 0.098 to -0.023) and change rate (β ranged between - 0.007 to -0.024) of frail status. No consistent associations between change rate of cognitive components and either initial level or change rate of frailty were detected. CONCLUSIONS Our study detected a reciprocal association between cognition and frailty rather than a unidirectional causal relationship. Our results also revealed different connections between cognitive performance and frailty across diverse cognitive domains.
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Affiliation(s)
- Kai Cui
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Weihan Meng
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Zhiqiang Li
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Xinning Zeng
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Xiaozhe Li
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Xiaoyan Ge
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China.
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Pozo N, Romero C, Andrade M, Délano PH, Medel V, Troncoso M, Orellana P, Rodriguez MI, Fabres C, Delgado C. Exploring the relationship between frailty and executive dysfunction: the role of frontal white matter hyperintensities. Front Aging Neurosci 2023; 15:1196641. [PMID: 37711991 PMCID: PMC10498544 DOI: 10.3389/fnagi.2023.1196641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 08/15/2023] [Indexed: 09/16/2023] Open
Abstract
Introduction Frailty is a geriatric syndrome frequently associated with executive dysfunction and white matter hyperintensities (WMH). But the relation between executive dysfunction and brain changes is poorly understood in frail subjects. Our hypothesis is that frontal-WMH mediates the association between frailty and executive dysfunction. Methods A convenience sample of 113 subjects older than 65 years without dementia was studied with neuropsychological test, a structured clinical interview, physical examination and brain MRI. They were classified as robust or pre-frail and frail using the frailty phenotype score (0-5). The frontal WMH (F-WMH) were manually graduated (0-6) using the "Age-Related White Matter Changes score" from FLAIR sequences at a 3 Tesla brain MRI. A mediation analysis was done for testing whether F-WMH could act as a link factor between frailty phenotype score and executive dysfunction. Results The group's mean age was 74 ± 6 years, subjects with higher frailty score had more depressive symptoms and worse performance in executive function tests. A regression analysis that explained 52% of the variability in executive functions, revealed a significant direct effect of frailty score (Standardized βcoeff [95% CI] -0.201, [-0.319, -0.049], and F-WMH (-0.152[-0.269, -0.009]) on executive functions, while the F-WMH showed a small partial mediation effect between frailty and executive functions (-0.0395, [-0.09, -0.004]). Discussion Frontal matter hyperintensities had a small mediation effect on the association between frailty and executive dysfunction, suggesting that other neuropathological and neurofunctional changes might also be associated with executive dysfunction in frail subjects.
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Affiliation(s)
- Natalia Pozo
- Department of Neurology, Hospital San Borja Arriarán, Santiago, Chile
| | - César Romero
- Department of Neurology and Neurosurgery, Hospital Clínico de la Universidad de Chile, Santiago, Chile
| | - Maricarmen Andrade
- Department of Geriatric Medicine, Clínica Universidad de los Andes, Santiago, Chile
| | - Paul H. Délano
- Department of Neuroscience, Faculty of Medicine, Universidad de Chile, Santiago, Chile
- Department of Otorhinolaryngology, Hospital Clínico de la Universidad de Chile, Santiago, Chile
- Advanced Center for Electrical and Electronic Engineer (AC3E), Valparaíso, Chile
| | - Vicente Medel
- Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile
| | - Marco Troncoso
- Department of Neurology and Neurosurgery, Hospital Clínico de la Universidad de Chile, Santiago, Chile
| | - Patricia Orellana
- Department of Radiology, Hospital Clínico de la Universidad de Chile, Santiago, Chile
| | - Maria Isabel Rodriguez
- Geriatric Unit, Internal Medicine Service, Hospital Puerto Montt Dr. Eduardo Schütz Schroeder, Puerto Montt, Chile
| | - Camila Fabres
- Department of Neurology and Neurosurgery, Hospital Clínico de la Universidad de Chile, Santiago, Chile
| | - Carolina Delgado
- Department of Neurology and Neurosurgery, Hospital Clínico de la Universidad de Chile, Santiago, Chile
- Department of Neuroscience, Faculty of Medicine, Universidad de Chile, Santiago, Chile
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Saito T, Liu X, Yatsugi H, Chu T, Yokote T, Kishimoto H. Relationship Between Chronic Pain Types (Nociceptive and Neuropathic-Like Symptoms) and Frailty in Community-Dwelling Japanese Older Adults: A Cross-Sectional Study. J Pain Res 2023; 16:2675-2684. [PMID: 37545692 PMCID: PMC10404036 DOI: 10.2147/jpr.s402002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 05/30/2023] [Indexed: 08/08/2023] Open
Abstract
Purpose Chronic pain may accelerate the development of frailty in older adults through a variety of mechanisms. There are no published investigations of the influence of neuropathic-like symptoms on physical frailty. We investigated the association between chronic pain types (nociceptive and neuropathic-like symptoms) and frailty in community-dwelling Japanese older adults. Participants and Methods This was a population-based cross-sectional study conducted in 2017 in the city of Itoshima, Japan of 917 participants aged 65-75 years, not in need of long-term care, who had completed the physical function tests and questionnaires administered at measurement sessions held at community centers at three sites over a 1- to 2-month period. Their chronic pain types were classified as no-chronic pain, nociceptive pain, and neuropathic-like symptoms according to their painDETECT scores. Frailty phenotypes were defined by the following five components: unintentional weight loss, low grip strength, exhaustion, slow gait speed, and low physical activity. A logistic regression model was used to compute the odds ratios (ORs) and 95% confidence interval (CIs) for frailty status outcomes. Results The prevalence of pre-frailty was 51.9%, and that of frailty was 5.1%. In multinomial logistic regression analyses, compared to the no-chronic pain group, the OR for the presence of pre-frailty among the participants with nociceptive pain was 1.54 (95% CI: 1.04-2.30, p=0.03), and the OR for the presence of frailty among the participants with neuropathic-like symptoms was 4.37 (95% CI: 1.10-17.37, p=0.04). The neuropathic sensory symptoms of burning, tingling/prickling, and numbness were each associated with frailty, but not with the risk of pre-frailty. Conclusion Neuropathic-like symptoms were significantly associated with the presence of frailty in community-dwelling Japanese older adults. Chronic pain types might have different effects on frailty status.
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Affiliation(s)
- Takafumi Saito
- Faculty of Rehabilitation, School of Physical Therapy, Reiwa Health Sciences University, Fukuoka, Japan
| | - Xin Liu
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
| | | | - Tianshu Chu
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
| | - Tsubasa Yokote
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
| | - Hiro Kishimoto
- Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan
- Faculty of Arts and Science, Kyushu University, Fukuoka, Japan
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Xiong J, Xue WX. The role of vitamin D in the link between physical frailty and cognitive function: A mediation analysis in community-dwelling Chinese older adults. Front Nutr 2022; 9:922673. [PMID: 35958260 PMCID: PMC9359101 DOI: 10.3389/fnut.2022.922673] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 06/29/2022] [Indexed: 11/13/2022] Open
Abstract
Background Physical frailty and cognitive aging have important influences on poor clinical outcomes in older adults. Many studies have investigated the association between frailty and cognitive function, but whether vitamin D mediates the association between frailty and cognitive function is unclear. We explored the mediating role of vitamin D on the cross-sectional association between physical frailty and cognitive function using data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS). Methods We analyzed data from 1944 subjects aged 60 years and older from the 2011 CLHLS cohort. Frailty status was identified by the Osteoporotic Fracture Study (SOF) index. The Chinese version of the Mini-Mental State Examination (MMSE) was used to assess cognitive function. Linear regression models were used to examine the association between frailty, vitamin D, and cognition, adjusted for a range of covariates. Mediation analyses tested the indirect effects of vitamin D on physical frailty and cognitive function. Result Physical frailty was negatively associated with vitamin D levels and scores on the MMSE, and vitamin D levels were positively associated with scores on the MMSE. Linear regression analysis showed that physical frailty and serum vitamin D concentration were significant predictors of cognitive function. Importantly, mediation analysis showed that serum vitamin D concentration significantly mediated the relationship between physical frailty and cognitive function. Conclusion The association between physical frailty and cognitive function appears to be mediated by vitamin D. Future studies should explore whether serum vitamin D concentrations may mediate the association between physical frailty and cognitive decline and whether this mediating role is moderated by other factors.
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Affiliation(s)
- Jian Xiong
- Department of Rehabilitation, Affiliated Zhangjiagang Hospital of Soochow University, Suzhou, China
| | - Wen-Xiong Xue
- Department of Rehabilitation, Affiliated Zhangjiagang Hospital of Soochow University, Suzhou, China
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27
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Diniz BS, Lima-Costa MF, Peixoto SV, Firmino JO, Torres KC, Martins-Filho OA, Teixeira-Carvalho A, Grady J, Kuchel GA, Castro-Costa E. Cognitive Frailty is Associated With Elevated Proinflammatory Markers and a Higher Risk of Mortality. Am J Geriatr Psychiatry 2022; 30:825-833. [PMID: 35227616 PMCID: PMC9177532 DOI: 10.1016/j.jagp.2022.01.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 01/25/2022] [Accepted: 01/26/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND Cognitive impairment and physical frailty are common among older adults and associated with a higher likelihood of adverse health outcomes. These two conditions frequently coexist in the same individual as cognitive frailty, yet few studies have examined the impact of such comorbidity on clinical outcomes or underlying biological mechanisms. METHODS A total of 1,340 older adults (age ≥60 years old) from the Bambui Cohort Study of Ageing, with a total follow-up of 10 years, were included in this study. Frailty was defined by the accumulation of deficit framework and cognitive impairment based on scores on the MMSE less than 22. In addition, serum IL-6 levels were measured by cytometric bead array assay. RESULTS Individuals classified with cognitive frailty had significantly higher serum IL-6 levels compared to the robust, cognitively unimpaired group. Those with cognitive frailty (aOR = 1.97 [1.18-3.27] and prefrailty and cognitive impairment (aOR = 1.83 [1.24-2.69]) had the highest mortality risk over 10 years of follow-up. Higher IL-6 levels were also independently associated with a higher mortality rate (aOR = 1.37 [1.23-1.54]). CONCLUSION Our study shows that cognitive Frailty indicates a vulnerability state and of increasing mortality risk. Our findings also suggested that proinflammatory abnormalities can be viewed as a central phenomenon underlying common age-related problems (e.g., cognitive impairment and Frailty) and outcomes (e.g., mortality).
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Affiliation(s)
- Breno S. Diniz
- UConn Center on Aging, University of Connecticut Health Center, Farmington, CT,Department of Psychiatry, School of Medicine, University of Connecticut Health
| | | | - Sérgio Viana Peixoto
- Center for Studies in Public Health and Aging (NESPE), Rene Rachou Research,Nursing School, Federal University of Minas Gerais, Belo Horizonte, MG Brazil
| | | | - Karen C.L. Torres
- Integrated Research Group on Biomarkers, Rene Rachou Research Center, Oswaldo,Faculty of Medicine, University José do Rosário Vellano, UNIFENAS, Belo Horizonte, MG Brazil
| | | | | | - James Grady
- Department of Public Health Sciences, School of Medicine, University of Connecticut Health Center, Farmington, CT USA
| | - George A. Kuchel
- UConn Center on Aging, University of Connecticut Health Center, Farmington, CT
| | - Erico Castro-Costa
- Center for Studies in Public Health and Aging (NESPE), Rene Rachou Research
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28
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Ji L, Zhu B, Wang J, Ding M, Gao Y, Qiao X, Jin Y, Si H, Wang C. Executive function and attentional bias as serial mediators in the relationship between frailty and depressive symptoms among older inpatients: A cross-sectional study. J Clin Nurs 2022; 32:2592-2602. [PMID: 35396796 DOI: 10.1111/jocn.16313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 02/23/2022] [Accepted: 03/19/2022] [Indexed: 11/29/2022]
Abstract
AIMS AND OBJECTIVES To examine the serial mediating effect of executive function and attentional bias in the relationship between frailty and depressive symptoms. BACKGROUND Although the role of frailty in predicting depression has been well documented, the underlying mechanisms remain unclear. DESIGN A cross-sectional study was conducted with 667 older inpatients aged 60-90 years in the internal medicine wards of a hospital in China. METHODS Attentional bias, frailty and depressive symptoms were assessed using the Attention to Positive and Negative Information Scale, the Physical Frailty Phenotype and the 5-item Geriatric Depression Scale. Executive function was measured using 3 tests, including digital backward, category Verbal Fluency Test and Trail Making Test. The study followed the STROBE guideline. RESULTS The latent profile analysis (LPA) identified four patterns of attentional bias, namely "no positive bias & no negative bias" (class 1, 9.3%), "minor positive bias & no negative bias" (class 2, 48.0%), "major positive bias & minor negative bias" (class 3, 25.6%) and "major positive bias & no negative bias" (class 4, 17.1%). Regression analysis found that frailty was associated with depressive symptoms. Frailty was also negatively associated with executive function, which was a protective factor for attentional bias class 1, 2 and 3 with reference to class 4. Attentional bias class 1 and 2 but not class 3 was associated with depressive symptoms with reference to class 4. The joint significance test confirmed executive function and attentional bias as serial mediators linking frailty to depressive symptoms. DISCUSSION Unlike robust older adults who have the age-related positivity effect, frail older adults have attentional bias deficits due to executive dysfunction, and consequently experience clinically relevant depressive symptoms. RELEVANCE TO CLINICAL PRACTICE Healthcare providers should take executive function training and attentional bias regulation into consideration to reduce the detrimental effects of frailty on emotional well-being.
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Affiliation(s)
- Lili Ji
- School of Nursing, Peking University, Beijing, China.,School of Nursing, Weifang Medical University, Weifang, China
| | - Baoqi Zhu
- Affiliated Hospital of Weifang Medical University, Weifang, China
| | - Jinrong Wang
- Affiliated Hospital of Weifang Medical University, Weifang, China
| | - Mengshuang Ding
- School of Nursing, Weifang Medical University, Weifang, China
| | - Yapeng Gao
- School of Nursing, Weifang Medical University, Weifang, China
| | - Xiaoxia Qiao
- School of Nursing, Peking University, Beijing, China
| | - Yaru Jin
- School of Nursing, Peking University, Beijing, China
| | - Huaxin Si
- School of Nursing, Peking University, Beijing, China
| | - Cuili Wang
- School of Nursing, Peking University, Beijing, China
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29
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Godbole G, Bolitho R, Pont L. Key concepts in medication management in older persons for pharmacists practicing in non‐geriatric specialties. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2021. [DOI: 10.1002/jppr.1765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Gauri Godbole
- Pharmacy Department Gosford Hospital Gosford New South Wales Australia
| | - Richard Bolitho
- Pharmacy Department The Prince Charles Hospital Brisbane Queensland Australia
| | - Lisa Pont
- Discipline of Pharmacy Graduate School of Health University of Technology New South Wales Sydney Australia
- Pharmacy Department Westmead Hospital Westmead New South Wales Australia
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