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Lai TF, Chang CC, Hsueh MC, Koohsari MJ, Shibata A, Liao Y, Oka K. Association of 24-Hour movement behavior and cognitive function in older Taiwanese adults. Geriatr Nurs 2024; 59:60-66. [PMID: 38986430 DOI: 10.1016/j.gerinurse.2024.06.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/31/2024] [Accepted: 06/21/2024] [Indexed: 07/12/2024]
Abstract
OBJECTIVES This study investigates how 24-hour movement behaviors (physical activity, sedentary time, sleep) relate to cognitive performance in older adults. METHODS 213 adults (aged 65+) wore accelerometers to track activity. Cognitive function was assessed using the Mini-Mental State Examination (MMSE). Isotemporal substitution analysis examined how replacing one behavior with another affected cognition. RESULTS Increased light physical activity was linked to better cognitive function, whereas longer sleep had a negative impact. Replacing 30 min of sedentary behavior or sleep with light physical activity improved orientation, attention, language, and short-term memory. Substituting moderate-to-vigorous physical activity did not have the same cognitive benefit. CONCLUSION Encouraging older adults to replace sedentary time or excess sleep with light physical activity could support cognitive health and potentially help prevent dementia. These findings have implications for public health strategies promoting cognitive well-being in aging populations.
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Affiliation(s)
- Ting-Fu Lai
- Health Convergence Medicine Laboratory, Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea; Graduate Institute of Sport, Leisure and Hospitality Management, National Taiwan Normal University, Taipei, Taiwan
| | - Chih-Ching Chang
- Department of Health Promotion and Health Education, National Taiwan Normal University, Taipei, Taiwan
| | - Ming-Chun Hsueh
- Graduate Institute of Sport Pedagogy, University of Taipei, Taipei, Taiwan
| | - Mohammad Javad Koohsari
- School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Japan; Faculty of Sport Sciences, Waseda University, Tokorozawa, Japan; School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
| | - Ai Shibata
- Faculty of Health and Sport Sciences, University of Tsukuba, Tsukuba, Japan
| | - Yung Liao
- Graduate Institute of Sport, Leisure and Hospitality Management, National Taiwan Normal University, Taipei, Taiwan; Faculty of Sport Sciences, Waseda University, Tokorozawa, Japan.
| | - Koichiro Oka
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Japan
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Xu Q, Kim Y, Chung K, Schulz P, Gottlieb A. Prediction of Mild Cognitive Impairment Status: Pilot Study of Machine Learning Models Based on Longitudinal Data From Fitness Trackers. JMIR Form Res 2024; 8:e55575. [PMID: 39024003 PMCID: PMC11294783 DOI: 10.2196/55575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 02/15/2024] [Accepted: 06/08/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Early signs of Alzheimer disease (AD) are difficult to detect, causing diagnoses to be significantly delayed to time points when brain damage has already occurred and current experimental treatments have little effect on slowing disease progression. Tracking cognitive decline at early stages is critical for patients to make lifestyle changes and consider new and experimental therapies. Frequently studied biomarkers are invasive and costly and are limited for predicting conversion from normal to mild cognitive impairment (MCI). OBJECTIVE This study aimed to use data collected from fitness trackers to predict MCI status. METHODS In this pilot study, fitness trackers were worn by 20 participants: 12 patients with MCI and 8 age-matched controls. We collected physical activity, heart rate, and sleep data from each participant for up to 1 month and further developed a machine learning model to predict MCI status. RESULTS Our machine learning model was able to perfectly separate between MCI and controls (area under the curve=1.0). The top predictive features from the model included peak, cardio, and fat burn heart rate zones; resting heart rate; average deep sleep time; and total light activity time. CONCLUSIONS Our results suggest that a longitudinal digital biomarker differentiates between controls and patients with MCI in a very cost-effective and noninvasive way and hence may be very useful for identifying patients with very early AD who can benefit from clinical trials and new, disease-modifying therapies.
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Affiliation(s)
- Qidi Xu
- McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Yejin Kim
- McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Karen Chung
- McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Paul Schulz
- McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Assaf Gottlieb
- McWilliams School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States
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Canton I, Guzman J, Soto Y, Selzer Ninomiya AL, Morales D, Aguiñaga S. Isotemporal Substitution of Sedentary Time With Physical Activity Among Middle-Aged and Older Latinos: Effects on Episodic Memory. Am J Health Promot 2024; 38:607-614. [PMID: 38352993 DOI: 10.1177/08901171241233404] [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: 04/23/2024]
Abstract
PURPOSE To examine the estimated effects of substituting 30 min of sedentary time with low-light physical activity (LLPA) and high-light physical activity (HLPA) on episodic memory, executive functioning, and working memory among middle-aged and older Latinos. DESIGN A cross-sectional study. SETTING Chicago and Chicagoland suburbs. SUBJECTS Middle-aged and older Latinos (n = 61). MEASURES Accelerometer-assessed physical activity. A cognitive battery was administered to assess episodic memory, executive function, and working memory. ANALYSIS Isotemporal substitution analyses were conducted, where unstandardized coefficients from linear regression models were used to examine the substitution effect of replacing sedentary time with LLPA and HLPA. RESULTS Substitution of sedentary time with LLPA was associated with better episodic memory (Immediate recall, B = .947, P = .008; Delayed recall, B = .857, P = .013). No other significant substitution effects were present. CONCLUSION Middle-aged and older Latinos who replace sedentary time with LLPA may have better episodic memory. Future studies may target light physical activity to address cognition disparities and can inform the development of physical activity interventions that are appealing and accessible for Latinos.
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Affiliation(s)
- Imani Canton
- Department of Kinesiology and Community Health, University of Illinois Urbana Champaign, Champaign, IL, USA
| | | | - Yuliana Soto
- Department of Kinesiology and Community Health, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Ana Laura Selzer Ninomiya
- Department of Kinesiology and Community Health, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Diana Morales
- Department of Kinesiology and Community Health, University of Illinois Urbana Champaign, Champaign, IL, USA
| | - Susan Aguiñaga
- Department of Kinesiology and Community Health, University of Illinois Urbana Champaign, Champaign, IL, USA
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Kida H, Niimura H, Eguchi Y, Suzuki K, Shikimoto R, Bun S, Takayama M, Mimura M. Relationship Between Life Satisfaction and Psychological Characteristics Among Community-Dwelling Oldest-old: Focusing on Erikson's Developmental Stages and the Big Five Personality Traits. Am J Geriatr Psychiatry 2024; 32:724-735. [PMID: 38216354 DOI: 10.1016/j.jagp.2023.12.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 01/14/2024]
Abstract
OBJECTIVE To clarify the relationship between life satisfaction and the psychological characteristics of the oldest-old, and explore the factors for achieving mental health and longevity. DESIGN This cross-sectional study conducted questionnaire surveys and face-to-face interviews as part of a larger prospective cohort study. SETTING Arakawa Ward, a district in Tokyo, Japan. PARTICIPANTS A total of 247 oldest-old individuals from two age groups, 85+ (aged 85-87 years) and 95+ (aged 95 years or older). MEASUREMENTS Life satisfaction was assessed using the Satisfaction with Life Scale (SWLS), developmental stages of the elderly (Erikson's 8th and 9th stages, i.e., ego integrity, and gerotranscendence), and the Big Five personality traits (extraversion, agreeableness, openness, conscientiousness, and neuroticism) using the NEO-Five Factor Inventory. Multiple regression analyses were performed to examine the relationship between the SWLS scores and each assessment, controlling for age, sex, education, activities of daily living, depressive symptoms, and cognitive function. RESULTS The SWLS scores of 85+ were positively correlated with scores of ego integrity, extraversion, and conscientiousness. Contrastingly, the SWLS scores of 95+ were positively correlated with gerotranscendence scores. CONCLUSIONS Psychological characteristics associated with the level of life satisfaction among community-dwelling oldest-old individuals were identified, but a causal relationship between these factors and life satisfaction was not established. Ego integrity, extraversion, conscientiousness, and gerotranscendence may be associated with enhanced life satisfaction and mental health in the oldest-old. Further, the factors associated with life satisfaction in the 85+ and 95+ age groups varied, suggesting that life satisfaction among the oldest-old has different foundations in different age groups.
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Affiliation(s)
- Hisashi Kida
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan; Department of Neuropsychiatry (HK), Asaka Hospital, Koriyama, Fukushima, Japan.
| | - Hidehito Niimura
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan; Faculty of Psychology and Sociology (HN), Taisho University, Toshima, Tokyo, Japan
| | - Yoko Eguchi
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Kouta Suzuki
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Ryo Shikimoto
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan; Center for Supercentenarian Medical Research (RS), Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Shogyoku Bun
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Midori Takayama
- Faculty of Science and Technology (MT), Keio University, Yokohama, Kanagawa, Japan
| | - Masaru Mimura
- Department of Neuropsychiatry (HK, HN, YE, KS, RS, SB, MM), Keio University School of Medicine, Shinjuku, Tokyo, Japan; Center for Preventive Medicine (MM), Keio University, Minato, Tokyo, Japan
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Oliveira JJD, Ribeiro AGSV, de Oliveira Silva JA, Barbosa CGR, Silva ADSE, Dos Santos GM, Verlengia R, Pertille A. Association between physical activity measured by accelerometry and cognitive function in older adults: a systematic review. Aging Ment Health 2023; 27:2089-2101. [PMID: 37667883 DOI: 10.1080/13607863.2023.2248477] [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: 07/24/2022] [Accepted: 08/09/2023] [Indexed: 09/06/2023]
Abstract
OBJECTIVE To analyze studies that investigated the association between physical activity assessed by accelerometry and cognitive function in older people. METHODS A systematic review was carried out in four electronic databases (PubMed, Web of Science, Scopus, and SportsDiscus). RESULTS In total, 195 records were identified. Fifty-two studies were selected for a full evaluation; 23 were selected according to the inclusion criteria adopted and divided into four chapters (characteristics of the studies, the association between physical activity level and cognitive function decline, effects of physical activity in reducing the chances of cognitive function decline and effects of physical activity on brain plasticity. The cross-sectional studies had an average score of 7 points, and the cohort studies obtained 10 points, indicating the high quality of the selected studies. Seven studies indicated an association between Moderate to vigorous physical activities (MVPA) and cognitive function, two specifically indicated a reduction in the chances of cognitive function decline according to the interquartile of MVPA, and three studies indicated improvements in MVPA in brain plasticity. CONCLUSION Measured by accelerometry, seems to be favorably associated with important outcomes in cognitive function assessed through questionnaires, imaging analyses, and biochemical markers with older adults.
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Affiliation(s)
- José Jonas de Oliveira
- Physical Education Department, Centro Universitário de Itajubá - FEPI, Minas Gerais, Brazil
- Universidade Metodista de Piracicaba, Post-graduate Program in Human Movement Sciences, São Paulo, Brazil
| | - Anna Gabriela Silva Vilela Ribeiro
- Physical Education Department, Centro Universitário de Itajubá - FEPI, Minas Gerais, Brazil
- Universidade Metodista de Piracicaba, Post-graduate Program in Human Movement Sciences, São Paulo, Brazil
| | | | | | | | | | - Rozangela Verlengia
- Universidade Metodista de Piracicaba, Post-graduate Program in Human Movement Sciences, São Paulo, Brazil
| | - Adriana Pertille
- Faculdade de Americana - FAM, Physiotherapy Department, São Paulo, Brazil
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Ye KX, Sun L, Wang L, Khoo ALY, Lim KX, Lu G, Yu L, Li C, Maier AB, Feng L. The role of lifestyle factors in cognitive health and dementia in oldest-old: A systematic review. Neurosci Biobehav Rev 2023; 152:105286. [PMID: 37321363 DOI: 10.1016/j.neubiorev.2023.105286] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/27/2023] [Accepted: 06/11/2023] [Indexed: 06/17/2023]
Abstract
Oldest-old is the fastest growing segment of society. A substantial number of these individuals are cognitively impaired or demented. Given the lack of a cure, attention is directed to lifestyle interventions that could help alleviate the stress in patients, their families, and society. The aim of this review was to identify lifestyle factors with important roles in dementia prevention in oldest-old. Searches were conducted in PubMed, EMBASE, Scopus and Web of Science. We identified 27 observational cohort studies that met the inclusion criteria. Results showed that eating a healthy diet with plenty of fruits and vegetables, and participation in leisure and physical activities may protect against cognitive decline and cognitive impairment among oldest-old regardless of the APOE genotype. Combined lifestyles may generate multiplicative effects than individual factors. This is the first review known to systematically examine the association between lifestyle and cognitive health in oldest-old. Lifestyle interventions for diet, leisure, or a combination of lifestyles could be beneficial for cognitive function in oldest-old. Interventional studies are warranted to strengthen the evidence.
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Affiliation(s)
- Kaisy Xinhong Ye
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore
| | - Lina Sun
- School of Anesthesiology, Weifang Medical University, Weifang, China
| | - Lingyan Wang
- School of Anesthesiology, Weifang Medical University, Weifang, China
| | - Anderson Li Yang Khoo
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore
| | - Kai Xuan Lim
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore
| | - Guohua Lu
- School of Psychology, Weifang Medical University, Weifang, China
| | - Lirong Yu
- School of Nursing, Weifang Medical University, Weifang, China
| | - Changjiang Li
- School of Psychology, Weifang Medical University, Weifang, China
| | - Andrea Britta Maier
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore; Department of Human Movement Sciences, @AgeAmsterdam, Amsterdam Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Lei Feng
- Healthy Longevity Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore.
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7
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Han X, Song L, Li Y, Dong Y, Liu R, Han Q, Wang X, Mao M, Cong L, Tang S, Hou T, Zhang Q, Liu C, Han X, Shi L, Nyberg L, Launer LJ, Wang Y, Du Y, Qiu C. Accelerometer-Measured Sedentary Behavior Patterns, Brain Structure, and Cognitive Function in Dementia-Free Older Adults: A Population-Based Study. J Alzheimers Dis 2023; 96:657-668. [PMID: 37840495 PMCID: PMC10657675 DOI: 10.3233/jad-230575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/29/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Sedentary behavior is associated with cognitive impairment, but the neuropathological mechanisms underlying their associations are poorly understood. OBJECTIVE To investigate the associations of accelerometer-measured sedentary behavior patterns with brain structure and cognition, and further to explore the potential mechanisms. METHODS This community-based study included 2,019 older adults (age≥60 years, 59% women) without dementia derived from participants in the baseline examination of MIND-China (2018-2020). We assessed sedentary parameters using an accelerometer and cognitive function using a neuropsychological test battery. Structural brain markers were assessed on the structural brain MRI scans in a subsample (n = 1,009). Data were analyzed using the general linear, isotemporal substitution, and mediation models. RESULTS In the total sample (n = 2,019), adjusting for multiple covariates and moderate-to-vigorous-intensity physical activity, longer mean sedentary bout duration was linearly related with lower z-scores of global cognition, verbal fluency, and memory (ptrend < 0.05), whereas greater total sedentary time was linearly associated with lower z-scores of global cognition, verbal fluency, and memory only among individuals with long sedentary time (>10 h/day) (ptrend < 0.05); Breaking up sedentary time with same amount of light-intensity physical activity was significantly associated with higher verbal fluency and memory z-scores (p < 0.05). In the MRI subsample (n = 1,009), separately entering structural brain MRI markers into the mediation models substantially attenuated the associations of mean sedentary bout duration with global cognition, verbal fluency, and memory z-scores. CONCLUSION Prolonged uninterrupted sedentary time is associated with poor global cognition, memory, and verbal fluency among rural older adults, and structural brain markers could partially mediate the association.
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Affiliation(s)
- Xiaolei Han
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Lin Song
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Yuanjing Li
- Aging Research Center and Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
| | - Yi Dong
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Rui Liu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Qi Han
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Xiaojie Wang
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Ming Mao
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Lin Cong
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Shi Tang
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Tingting Hou
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Qinghua Zhang
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Cuicui Liu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Xiaodong Han
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Lin Shi
- BrainNow Research Institute, Shenzhen, Guangdong, China
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Lars Nyberg
- Department of Radiation Sciences, Radiology, Umeå University, Umeå, Sweden
| | - Lenore J. Launer
- Intramural Research Program, Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Yongxiang Wang
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Institute of Brain Science and Brain-inspired Research, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
- Aging Research Center and Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
| | - Yifeng Du
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
| | - Chengxuan Qiu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Institute of Brain Science and Brain-inspired Research, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
- Aging Research Center and Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet-Stockholm University, Stockholm, Sweden
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8
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Yan W, Meng Y, Wang L, Zhang T, Chen L, Li H. Research on the Relationship between Physical Literacy, Physical Activity and Sedentary Behavior. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16455. [PMID: 36554337 PMCID: PMC9779016 DOI: 10.3390/ijerph192416455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 11/27/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
UNLABELLED During the COVID-19 pandemic, college students' health-related physical activity and physical literacy aroused widespread concern. This study evaluated the relationship among physical literacy (PL), sedentary behavior (SB), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA); we further explored whether LAP and SB mediated the association between PL and MVPA. METHODS This study was based on a cross-sectional survey of Chinese college students. The Perceived Physical Literacy Instrument Scale (PPLI-SC) and International Physical Activity Questionnaire Short Form (IPAQ-SF) were used to investigate the PL, MVPA, LPA, and SB. RESULTS There were 2996 valid questionnaires with 829 boys and 2167 girls. The MVPA, LPA, and PL of boys were significantly higher than girls, while the SB values were significantly lower in girls (p < 0.01). The correlation analysis showed that there was a significant correlation between the two indexes except for SB and LPA. Path analysis shows that PL directly, significantly, and positively affects MVPA. PL reduces SB (β = -0.085, p < 0.001) and increases LPA (β = 0.097, p < 0.001). The total mediation effect accounted for 14.014%, and the mediation effects of SB and LPA accounted for 4.417% and 9.597%, respectively. CONCLUSIONS LPA and SB partially mediated the relation between PL and MVPA. SB and LPA partially explain the impact of PL on MVPA. The findings suggest that managing SB and improving LPA could play a significant indirect role in increasing the positive effect of PL on MVPA and that increasing the opportunities for LPA increased the MVPA for Chinese college students.
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Affiliation(s)
- Wenjing Yan
- Key Laboratory of the Ministry of Education of Exercise and Physical Fitness, School of Sport Science, Beijing Sport University, Beijing 100084, China
- School of Physical Education, Shanxi Normal University, Taiyuan 030000, China
| | - Yihan Meng
- Key Laboratory of the Ministry of Education of Exercise and Physical Fitness, School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Lina Wang
- Key Laboratory of the Ministry of Education of Exercise and Physical Fitness, School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Ting Zhang
- Key Laboratory of the Ministry of Education of Exercise and Physical Fitness, School of Sport Science, Beijing Sport University, Beijing 100084, China
| | - Leqin Chen
- School of Physical Education, Shanxi Normal University, Taiyuan 030000, China
| | - Hongjuan Li
- Key Laboratory of the Ministry of Education of Exercise and Physical Fitness, School of Sport Science, Beijing Sport University, Beijing 100084, China
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9
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Dillon K, Morava A, Prapavessis H, Grigsby-Duffy L, Novic A, Gardiner PA. Total Sedentary Time and Cognitive Function in Middle-Aged and Older Adults: A Systematic Review and Meta-analysis. SPORTS MEDICINE - OPEN 2022; 8:127. [PMID: 36224459 PMCID: PMC9556686 DOI: 10.1186/s40798-022-00507-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 08/14/2022] [Indexed: 11/06/2022]
Abstract
Background An estimated 47 million people have dementia globally, and around 10 million new cases are diagnosed each year. Many lifestyle factors have been linked to cognitive impairment; one emerging modifiable lifestyle factor is sedentary time. Objective To conduct a systematic review and meta-analysis of peer-reviewed literature examining the association between total sedentary time with cognitive function in middle-aged and older adults under the moderating conditions of (a) type of sedentary time measurement; (b) the cognitive domain being assessed; (c) looking at sedentary time using categorical variables (i.e., high versus low sedentary time); and (d) the pattern of sedentary time accumulation (e.g., longer versus shorter bouts). We also aimed to examine the prevalence of sedentary time in healthy versus cognitively impaired populations and to explore how experimental studies reducing or breaking up sedentary time affect cognitive function. Lastly, we aimed to conduct a quantitative pooled analysis of all individual studies through meta-analysis procedures to derive conclusions about these relationships. Methods Eight electronic databases (EMBASE; Web of Science; PsycINFO; CINAHL; SciELO; SPORTDiscus; PubMed; and Scopus) were searched from inception to February 2021. Our search included terms related to the exposure (i.e., sedentary time), the population (i.e., middle-aged and older adults), and the outcome of interest (i.e., cognitive function). PICOS framework used middle-aged and older adults where there was an intervention or exposure of any sedentary time compared to any or no comparison, where cognitive function and/or cognitive impairment was measured, and all types of quantitative, empirical, observational data published in any year were included that were published in English. Risk of bias was assessed using QualSyst. Results Fifty-three studies including 83,137 participants met the inclusion criteria of which 23 studies had appropriate data for inclusion in the main meta-analysis. The overall meta-analysis suggested that total sedentary time has no association with cognitive function (r = −0.012 [95% CI − 0.035, 0.011], p = 0.296) with marked heterogeneity (I2 = 89%). Subgroup analyses demonstrated a significant negative association for studies using a device to capture sedentary time r = −0.035 [95% CI − 0.063, − 0.008], p = 0.012). Specifically, the domains of global cognitive function (r = −0.061 [95% CI − 0.100, − 0.022], p = 0.002) and processing speed (r = −0.067, [95% CI − 0.103, − 0.030], p < 0.001). A significant positive association was found for studies using self-report (r = 0.037 [95% CI − 0.019, 0.054], p < 0.001). Specifically, the domain of processing speed showed a significant positive association (r = 0.057 [95% CI 0.045, 0.069], p < 0.001). For prevalence, populations diagnosed with cognitive impairment spent significantly more time sedentary compared to populations with no known cognitive impairments (standard difference in mean = −0.219 [95% CI − 0.310, − 0.128], p < 0.001). Conclusions The association of total sedentary time with cognitive function is weak and varies based on measurement of sedentary time and domain being assessed. Future research is needed to better categorize domains of sedentary behaviour with both a validated self-report and device-based measure in order to improve the strength of this relationship. PROSPERO registration number: CRD42018082384. Supplementary Information The online version contains supplementary material available at 10.1186/s40798-022-00507-x.
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Affiliation(s)
- Kirsten Dillon
- grid.39381.300000 0004 1936 8884Faculty of Health Sciences, The University of Western Ontario, Kinesiology, London, ON Canada
| | - Anisa Morava
- grid.39381.300000 0004 1936 8884Faculty of Health Sciences, The University of Western Ontario, Kinesiology, London, ON Canada
| | - Harry Prapavessis
- grid.39381.300000 0004 1936 8884Faculty of Health Sciences, The University of Western Ontario, Kinesiology, London, ON Canada
| | - Lily Grigsby-Duffy
- grid.1003.20000 0000 9320 7537The University of Queensland, Brisbane, Australia ,grid.1021.20000 0001 0526 7079Global Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, VIC 3220 Australia
| | - Adam Novic
- grid.1003.20000 0000 9320 7537The University of Queensland, Brisbane, Australia ,grid.1022.10000 0004 0437 5432School of Applied Psychology, Griffith University, Brisbane, Australia
| | - Paul A. Gardiner
- grid.39381.300000 0004 1936 8884Faculty of Health Sciences, The University of Western Ontario, Kinesiology, London, ON Canada ,grid.1003.20000 0000 9320 7537The University of Queensland, Brisbane, Australia ,grid.1048.d0000 0004 0473 0844Faculty of Health, Engineering and Sciences, The University of Southern Queensland, Brisbane, Australia
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Song H, Park JH. Effects of Changes in Physical Activity with Cognitive Decline in Korean Home-Dwelling Older Adults. J Multidiscip Healthc 2022; 15:333-341. [PMID: 35228804 PMCID: PMC8881931 DOI: 10.2147/jmdh.s326612] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 01/25/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Patients and Methods Results Conclusion
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Affiliation(s)
- Hyunjong Song
- Department of Health Policy and Management, College of Health Sciences, Sangji University, Gangwon-do, Republic of Korea
| | - Jin-Hwa Park
- College of Nursing, Institute of Nursing Science, Daegu Catholic University, Daegu, Republic of Korea
- Correspondence: Jin-Hwa Park, Tel +82 53 650 4754, Fax +82 53 650 4392, Email
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How are combinations of physical activity, sedentary behaviour and sleep related to cognitive function in older adults? A systematic review. Exp Gerontol 2022; 159:111698. [PMID: 35026335 DOI: 10.1016/j.exger.2022.111698] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 12/12/2021] [Accepted: 01/05/2022] [Indexed: 01/17/2023]
Abstract
The relationships between cognitive function and each of physical activity, sleep and sedentary behaviour in older adults are well documented. However, these three "time use" behaviours are co-dependent parts of the 24-hour day (spending time in one leaves less time for the others), and their best balance for cognitive function in older adults is still largely unknown. This systematic review summarises the existing evidence on the associations between combinations of two or more time-use behaviours and cognitive function in older adults. Embase, Pubmed, PsycInfo, Medline and Emcare databases were searched in March 2020 and updated in May 2021, returning a total of 25,289 papers for screening. A total of 23 studies were included in the synthesis, spanning >23,000 participants (mean age 71 years). Findings support previous evidence that spending more time in physical activity and limiting sedentary behaviour is broadly associated with better cognitive outcomes in older adults. Higher proportions of moderate-vigorous physical activity in the day were most frequently associated with better cognitive function. Some evidence suggests that certain types of sedentary behaviour may be positively associated with cognitive function, such as reading or computer use. Sleep duration appears to share an inverted U-shaped relationship with cognition, as too much or too little sleep is negatively associated with cognitive function. This review highlights considerable heterogeneity in methodological and statistical approaches, and encourages a more standardised, transparent approach to capturing important daily behaviours in older adults. Investigating all three time-use behaviours together against cognitive function using suitable statistical methodology is strongly recommended to further our understanding of optimal 24-hour time-use for brain function in aging.
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Webster KE, Zhou W, Gallagher NA, Smith EML, Gothe NP, Ploutz-Snyder R, Colabianchi N, Larson JL. Device-measured sedentary behavior in oldest old adults: A systematic review and meta-analysis. Prev Med Rep 2021; 23:101405. [PMID: 34136338 PMCID: PMC8181193 DOI: 10.1016/j.pmedr.2021.101405] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 05/05/2021] [Accepted: 05/09/2021] [Indexed: 11/25/2022] Open
Abstract
Sedentary behavior contributes to health decline and frailty in older adults, especially the oldest old. The purpose of this systematic review was to synthesize evidence describing the volume of device-measured sedentary behavior and factors that influence sedentary behavior in community-dwelling adults aged 80 and older. Four electronic databases were searched in August 2018; the search was updated in September 2019 and December 2020. Twenty-one articles representing 16 unique datasets from six countries met inclusion criteria. Various devices and data processing methods were used to measure sedentary behavior; the most common device was the ActiGraph accelerometer. Sedentary time during the waking day ranged from 7.6 to 13.4 h/day. Studies using similar measurement methods (hip-worn ActiGraph with uniaxial cut-point <100 counts per minute) had a weighted mean of 10.6 h/day. Subgroup analyses revealed that male gender and age ≥85 may contribute to increased sedentary behavior. Only seven individual articles examined factors that influence sedentary behavior in the 80 and older age group; older age, male gender, non-Hispanic white race/ethnicity, social disadvantage, and declining cognitive function (in men) were associated with increased sedentary behavior. In conclusion, the oldest old are highly sedentary and little is known about factors that influence their sedentary behavior.
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Affiliation(s)
- Katelyn E. Webster
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Weijiao Zhou
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Nancy A. Gallagher
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Ellen M. Lavoie Smith
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Neha P. Gothe
- University of Illinois at Urbana-Champaign College of Applied Health Sciences, 1206 South Fourth St., Champaign, IL 61820, USA
| | - Robert Ploutz-Snyder
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
| | - Natalie Colabianchi
- University of Michigan School of Kinesiology, 1402 Washington Heights, Ann Arbor, MI 48109, USA
| | - Janet L. Larson
- University of Michigan School of Nursing, 400 North Ingalls Building, Ann Arbor, MI 48109, USA
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Objectively assessed physical activity and sedentary behavior and global cognitive function in older adults: a systematic review. Mech Ageing Dev 2021; 198:111524. [PMID: 34181963 DOI: 10.1016/j.mad.2021.111524] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/11/2021] [Accepted: 06/17/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Both physical activity (PA) and sedentary behavior (SB) are important factors for healthy ageing. This systematic review aimed to determine the association of objectively assessed (instrumented) PA and SB with global cognitive function in older adults. METHODS PubMed, Embase, the Cochrane Library (via Wiley), CINAHL, PsychINFO, and SPORTDiscus (via EBSCO) were searched from inception to June 21, 2020 for articles that described associations of objectively assessed PA/SB with global cognitive function in older adults aged 60 years and older. Results were synthesized using an effect direction heat map and albatross plots portrayed estimated effect sizes (standardized regression coefficients (βs)), which were summarized in boxplots. RESULTS In total, 45 articles were included representing a total of 15,817 older adults (mean/median age ranged from 65 to 88 years; 49.5% female). Longitudinal studies (n = 7) showed that higher moderate-to-vigorous and light PA (MVPA and LPA, respectively) and lower SB were associated with better global cognitive function. Standardized βs of cross-sectional studies (n = 38) showed that lower SB (median [IQR], β = 0.078 [0.004-0.184] and higher LPA (β = 0.096 [0.046-0.188]), activity counts (β = 0.131 [0.049-0.224]), number of steps (β = 0.155 [0.096-0.246]), MVPA (β = 0.163 [0.069-0.285]) and total PA (TPA) (β = 0.174 [0.147-0.255]) were associated with better global cognitive function. CONCLUSIONS Higher PA and lower SB are associated with better global cognitive function in older adults. The greatest estimated effect sizes were found for moderate-to-vigorous and TPA, suggesting that greater duration of any PA, and high intensity PA could be most beneficial for global cognitive function.
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Wei J, Hou R, Xie L, Chandrasekar EK, Lu H, Wang T, Li C, Xu H. Sleep, sedentary activity, physical activity, and cognitive function among older adults: The National Health and Nutrition Examination Survey, 2011-2014. J Sci Med Sport 2020; 24:189-194. [PMID: 33032913 DOI: 10.1016/j.jsams.2020.09.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 08/09/2020] [Accepted: 09/15/2020] [Indexed: 11/24/2022]
Abstract
OBJECTIVES We aimed to estimate the association of sleep, sedentary activity and physical activity with cognitive function among older adults, with consideration of the competing nature between variables of activity status. DESIGN Cross-sectional study. METHODS A total of 3086 older adults (60 years or older) in the 2011-2014 National Health and Nutrition Examination Survey were included. The Global Physical Activity Questionnaire was used to measure self-reported time for sedentary activity, walking/bicycling and moderate-to-vigorous physical activity (MVPA). Cognitive function was examined using the CERAD Word Learning subtest (memory), Digit Symbol Substitution Test (executive function/processing speed), and Animal Fluency Test (language). Sleep duration was obtained via interview. Isotemporal substitution models using multivariable linear regression were applied to examine the associations of replacing sleep, sedentary activity, walking/bicycling, MVPA with each other and cognitive function, stratified by sleep duration per night (≤7h, >7h). RESULTS Among participants with sleep duration ≤7h/night, replacing 30min/day of sedentary activity with 30min/day of MVPA or 30min/day was associated with better cognition. Among participants with sleep duration >7h/night, replacing 30min/day of sleep with 30min/day of sedentary activity, walking/bicycling, or MVPA was associated with better cognition. CONCLUSIONS Replacing sedentary activities with MVPA was associated with favorable cognitive function among older adults sleeping no longer than 7h/night, and replacing excessive sleep with sedentary or physical activities was associated with favorable cognition. Future research is expected to examine the associations of replacing different activity status on long-term cognitive outcomes in longitudinal studies.
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Affiliation(s)
- Jingkai Wei
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC, United States.
| | - Ruixue Hou
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Liyang Xie
- Medical Research Center, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Haidong Lu
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, NC, United States
| | - Tiansheng Wang
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, NC, United States
| | - Changwei Li
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States
| | - Hanzhang Xu
- Department of Family Medicine and Community Health, School of Medicine, Duke University, Durham, NC, United States; School of Nursing, Duke University, Durham, NC, United States
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