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Furrer R, Handschin C. Biomarkers of aging: from molecules and surrogates to physiology and function. Physiol Rev 2025; 105:1609-1694. [PMID: 40111763 DOI: 10.1152/physrev.00045.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 01/10/2025] [Accepted: 03/13/2025] [Indexed: 03/22/2025] Open
Abstract
Many countries face an unprecedented challenge in aging demographics. This has led to an exponential growth in research on aging, which, coupled to a massive financial influx of funding in the private and public sectors, has resulted in seminal insights into the underpinnings of this biological process. However, critical validation in humans has been hampered by the limited translatability of results obtained in model organisms, additionally confined by the need for extremely time-consuming clinical studies in the ostensible absence of robust biomarkers that would allow monitoring in shorter time frames. In the future, molecular parameters might hold great promise in this regard. In contrast, biomarkers centered on function, resilience, and frailty are available at the present time, with proven predictive value for morbidity and mortality. In this review, the current knowledge of molecular and physiological aspects of human aging, potential antiaging strategies, and the basis, evidence, and potential application of physiological biomarkers in human aging are discussed.
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Li Y, Wang Y, Gao J, Meng T, Yin H. Associations between sarcopenic, obesity, and sarcopenic obesity and metabolic syndrome in adults aged 45 Years or older: A prospective cohort study from the China health and retirement longitudinal study. Clin Nutr 2025; 49:69-76. [PMID: 40252600 DOI: 10.1016/j.clnu.2025.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 02/06/2025] [Accepted: 04/02/2025] [Indexed: 04/21/2025]
Abstract
BACKGROUND Although previous studies have reported associations between sarcopenic obesity (SO) and metabolic syndrome (MetS), the findings remain inconsistent. This study aimed to investigate the associations between sarcopenia, obesity, and MetS, and to determine whether sarcopenic obesity synergistically increases the risk of MetS. METHODS The data were extracted from the China Health and Retirement Longitudinal Study (CHARLS) in 2011 and 2015. Participants were categorized into five groups: non-sarcopenia non-obesity, non-sarcopenia obesity, non-obesity sarcopenia, possible SO, and SO. MetS was defined using the diagnostic criteria recommended by the National Cholesterol Education Program Adult Treatment Panel III. Logistic regression models were employed for both cross-sectional and longitudinal analysis. RESULTS In 2011, a total of 9322 participants were included in the cross-sectional analysis, with 3674 individuals followed up in 2015. In the cross-sectional study, non-sarcopenia obesity (OR = 9.20, CI: 8.06 to 10.50), possible SO (OR = 2.04, CI: 1.94 to 2.15), and SO (OR = 1.61, CI: 1.47 to 1.77) were associated with a higher prevalence of MetS. In contrast, non-obesity sarcopenia (OR = 0.85, CI: 0.74 to 0.98) was associated with a lower prevalence. In the longitudinal analysis, non-sarcopenia obesity (OR = 2.87, CI: 2.34 to 3.52) and possible SO (OR = 1.41, CI: 1.30 to 1.53) were associated with an increased incidence of MetS, while non-obesity sarcopenia (OR = 0.75, CI: 0.62 to 0.91) was associated with a reduced incidence. Notably, SO (OR = 1.00, CI: 0.80 to 1.25) was not associated with the incidence of MetS. CONCLUSION Possible SO, defined by low muscle mass, was not associated with subsequent new-onset MetS. This study highlights that the obesity component, rather than the muscle mass component, is the primary driver of MetS risk in middle-aged and older adults in China.
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Affiliation(s)
- Yongai Li
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yingqi Wang
- School of Rehabilitation Science, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jianxuan Gao
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tong Meng
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Huabin Yin
- Department of Orthopedics, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
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Li T, Ren Y, Liu M, Wang Q, Sun T, Cao J, Cui H. Association between METS-VF and sarcopenia among middle-aged and older adults in China: The first longitudinal evidence from CHARLS. Exp Gerontol 2025; 206:112778. [PMID: 40354835 DOI: 10.1016/j.exger.2025.112778] [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: 02/02/2025] [Revised: 04/05/2025] [Accepted: 05/03/2025] [Indexed: 05/14/2025]
Abstract
BACKGROUND The association between the Metabolic Score for Visceral Fat (METS-VF) and sarcopenia remains unclear. This study aims to explore the relationship between METS-VF and sarcopenia in the middle-aged and older adults in China. METHODS Data were collected from 2011 and 2015 of the China Health and Retirement Longitudinal Survey (CHARLS) and 2948 participants were enrolled in this study. METS-VF was calculated using data from CHARLS. Sarcopenia was defined according to the criteria set by the Asian Working Group for Sarcopenia (AWGS) 2019. Potential confounders were identified through the Directed Acyclic Graph (DAG). The association between METS-VF and sarcopenia was then analyzed using multivariate logistic regression and restricted cubic spline (RCS) analysis. RESULTS Compared with low METS-VF, high METS-VF (OR = 1.65, 95 % CI = 1.08-2.52) showed a significant association with the occurrence of sarcopenia. Subgroup and interaction analyses revealed that residence (P for interaction = 0.012) influenced the relationship between METS-VF and sarcopenia. Additionally, RCS analysis demonstrated a non-linear relationship between METS-VF and sarcopenia. CONCLUSIONS There is a positive non-linear correlation between METS-VF and sarcopenia with residence showing an impact on this association. Early identification of patients with possible sarcopenia by METS-VF is of great value for disease prediction, prevention, early diagnosis and timely treatment to reduce the potential disease burden.
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Affiliation(s)
- Tong Li
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Yi Ren
- Department of Anesthesiology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Meilan Liu
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Qing Wang
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Tianhan Sun
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Jianfu Cao
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China
| | - Hongyuan Cui
- Department of General Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100730, China.
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Wang Y, Huang J, Tao Y, Zhang Y, Zhou X, Mao H. The relationship between lung function and cognitive impairment among middle-aged and older adults: The mediating role of depressive symptoms. J Psychosom Res 2025; 193:112148. [PMID: 40378556 DOI: 10.1016/j.jpsychores.2025.112148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 05/06/2025] [Accepted: 05/08/2025] [Indexed: 05/19/2025]
Abstract
BACKGROUND To date, the mechanisms underlying the relationship between lung function and cognitive decline remain poorly understood. This study aims to investigate the mediating effect of depression in the longitudinal association between lung function and subsequent cognitive impairment (CI). METHODS In the China Health and Retirement Longitudinal Study (CHARLS), a total of 7275 participants were included in the final analysis. Lung function was evaluated using peak expiratory flow (PEF) measured by a peak flow meter. A composite cognitive score was used to assess cognitive function. Linear and logistic regression models, along with bootstrap analyses, were used to investigate the mediating effect of depressive symptoms on the relationship between lung function and cognitive decline. RESULTS After adjusting for potential covariates, scores on both overall cognition and its four dimensions demonstrated an increasing trend from quartile 1 (Q1) to quartile 4 (Q4) of PEF and PEF% predicted (p < 0.001). Higher PEF values (Q4 vs Q1: OR = 0.93, 95 % CI 0.90 to 0.97, p = 0.001) as well as elevated PEF% predicted (Q4 vs Q1: OR = 0.94, 95 % CI 0.90 to 0.97, p = 0.001) were associated with a reduced risk of developing CI onset. The mediation effect of depression accounted for approximately 8.2 % of the total effect concerning lung function's impact on cognitive decline. CONCLUSION Higher PEF was associated with a slower rate of longitudinal cognitive decline in middle-aged and older adults. Although depressive symptoms acted as a mediator associated with the development of CI, the majority of variance remained unexplained.
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Affiliation(s)
- Yubin Wang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China
| | - Jifeng Huang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China
| | - Yuhan Tao
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China
| | - Yuling Zhang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China
| | - Xiaojie Zhou
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China
| | - Hui Mao
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, Sichuan Province, China.
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Che Y, Xia H, Zhang N, Yu S, Guo K, Tang Y, Sun M, Yan P. The quality of life and related factors in older adults with possible sarcopenia and sarcopenia in rural areas of Xinjiang, China: a cross sectional study. BMC Geriatr 2025; 25:304. [PMID: 40316923 PMCID: PMC12046794 DOI: 10.1186/s12877-025-05950-5] [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: 12/09/2024] [Accepted: 04/16/2025] [Indexed: 05/04/2025] Open
Abstract
BACKGROUND Studies have shown that sarcopenia prevalence in the Chinese population aged over 60 years was 14%. The quality of life of older adults with sarcopenia has drawn increasing attention. Sarcopenia-related quality of life has not been well studied. We explored the quality of life of patients with sarcopenia and the related influencing factors in Xinjiang. METHODS This study was conducted from July-September 2023 in the northern and southern regions of Xinjiang, China. Possible sarcopenia and sarcopenia were diagnosed according to the AWGS 2019. The Sarqol® questionnaire was used to evaluate quality of life. A linear regression model with a stepwise method was used to identify quality-of-life-associated factors for possible sarcopenia and sarcopenia. RESULTS A total of 987 older adults were enrolled,18.5% had possible sarcopenia, and 15.1% had sarcopenia. Quality of life scores: possible sarcopenia 26.46-92.55 (56.31 ± 14.69), sarcopenia 30.74-90.93 (56.91 ± 13.45).The indicators for which the difference analysis were meaningful, in the group with possible sarcopenia are gender, inhabiting information, ACCI score, hearing loss, social support level and self-rated risk of falling. In the sarcopenia group are gender, ACCI score, hearing loss, vision loss, self-rated health status, number of remaining teeth, self-rated risk for falling, and dysphagia status. The risk factors for quality of life in patients with possible sarcopenia were gender and hearing loss, whereas self-rated of general health, self-rated of poor health, self-rated of very poor health and falls were risk factors in the sarcopenia group. CONCLUSION This study focused on quality of life and factors in older adults with possible sarcopenia or sarcopenia. The research results showed that in order to prevent the decline in the quality of life of older adults with sarcopenia, it is very important to regularly examine the oral health status of the older adults, prevent the occurrence of chronic diseases.Multimodal interventions address common sensory impairments.Carry out aging-friendly renovation of the home environment and conduct balance training to prevent the occurrence of falls among the older adults.
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Grants
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2022E02119 Science and Technology Aid to Xinjiang Project of the Natural Science Foundation of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- 2023D01C217 Natural Science Youth Fund Project of Xinjiang Uygur Autonomous Region, China
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
- XYD2024C06 Xinjiang Medical University Research and Innovation Team Project
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Affiliation(s)
- Yajie Che
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China
- Central South University, Xiangya School of Nursing, Changsha, China
| | - Huiling Xia
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China
| | - Nan Zhang
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China
- Central South University, Xiangya School of Nursing, Changsha, China
| | - Shan Yu
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China
| | - Kaiyang Guo
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China
| | - Yan Tang
- Traditional Chinese Medicine Hospital of Xinjiang Uyghur Autonomous Region, Urumqi City, 830054, Xinjiang Uygur, China
| | - Mei Sun
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China.
- Central South University, Xiangya School of Nursing, Changsha, China.
| | - Ping Yan
- Xinjiang Medical University, School of Nursing, Urumqi, 830000, Xinjiang Uygur, China.
- Health Care Research Center for the Xinjiang Regional Population, Urumqi City, 830000, Xinjiang Uygur, China.
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Meng X, Wang Z, Lyu L. Bidirectional association between sarcopenia and depression: A systematic review and meta-analysis. Arch Gerontol Geriatr 2025; 132:105787. [PMID: 40009979 DOI: 10.1016/j.archger.2025.105787] [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: 10/25/2024] [Revised: 02/05/2025] [Accepted: 02/17/2025] [Indexed: 02/28/2025]
Abstract
PURPOSE Recent research has reported a potential bidirectional association between sarcopenia and depression, yet systematic evidence supporting this relationship is still lacking. This study evaluated the bidirectional association of sarcopenia with depression to provide reliable evidence for the development of specific prevention and control strategies. METHODS Relevant articles were extracted from PubMed, Embase, Cochrane, and Web of Science from inception to July 4, 2024. Quality was assessed using the Newcastle-Ottawa Scale (NOS) for cohort and case-control studies, and the Joanna Briggs Institute (JBI) Critical Appraisal Checklist for cross-sectional studies. Changes in the association between sarcopenia and depression were compared across different study designs, sources of study subjects, and sarcopenia diagnostic criteria by subgroup analyses. Meta-analysis was conducted using R 4.4.1. RESULTS Thirty-three original studies involving 119,421 subjects were incorporated into this review. Pooled analysis revealed a significant reciprocal relationship between sarcopenia and depression in community populations. The risk of depression increased when sarcopenia was the exposure factor [OR = 2.40(95 % CI: 1.87, 3.08)]. Conversely, the risk of sarcopenia significantly increased when depression was the exposure factor [OR = 1.90(95 % CI: 1.44, 2.50)]. Additionally, there was a markedly increased risk of sarcopenia when depressive symptoms were the exposure factor [OR = 1.38(95 % CI: 1.25, 1.53)]. Similar conclusions were obtained in patients with other diseases. CONCLUSIONS The significant bidirectional association between sarcopenia and depression enhances the prevention, screening, diagnosis, and treatment of depression, thereby improving quality of life and outcomes.
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Affiliation(s)
- Xiangpeng Meng
- Medical School, Changchun Sci-Tech University, Changchun, Jilin, 130600, China
| | - Ze Wang
- Medical School, Changchun Sci-Tech University, Changchun, Jilin, 130600, China
| | - Linyu Lyu
- College of Nursing, Chungnam National University, Daejeon, Republic of Korea.
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Wu T, Li B. A grip strength prediction tool for older adults based on logistic regression: construction, validation, and clinical application value. Sci Rep 2025; 15:15283. [PMID: 40312433 PMCID: PMC12045972 DOI: 10.1038/s41598-025-00291-0] [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: 02/20/2025] [Accepted: 04/28/2025] [Indexed: 05/03/2025] Open
Abstract
Handgrip strength is a key indicator of overall health in older adults, and its decline is linked to various adverse health outcomes. Despite numerous studies on factors influencing handgrip strength, few attempts have integrated multiple factors into a practical clinical tool. This study aims to develop and validate a nomogram based on a logistic regression model to predict the risk of low handgrip strength in older adults. Using data from the China Health and Retirement Longitudinal Study (CHARLS), 1138 participants were included. Firth-adjusted logistic regression identified predictors of low handgrip strength, with variable selection based on the Bayesian Information Criterion (BIC). Model performance was assessed using calibration curves, ROC curves, and decision curve analysis (DCA). Internal validation was performed with 10-fold cross-validation and bootstrapping, determining the optimal risk threshold. Key predictors identified included age, chronic disease history, marital status, lifestyle, education, BMI, activities of daily living, and glycated hemoglobin. The simplified model exhibited good discriminatory ability (AUC = 0.78) and calibration performance. The optimal threshold (0.40) yielded sensitivity of 72.5% and specificity of 69.8%. Decision curve analysis confirmed significant net benefit within the clinically relevant threshold range. The nomogram provides a practical tool for identifying at-risk individuals and guiding intervention, integrating modifiable and non-modifiable factors for personalized risk assessment and early intervention.
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Affiliation(s)
- Tongyang Wu
- Rehabilitation Medical Center, Affiliated Hospital of Shandong Second Medical University, No.2428 Yuhe Road, Weifang, 261000, Shandong, China.
| | - Bowen Li
- Department of Physical and Rehabilitation Medicine, Tianjin Medical University General Hospital, No. 154 Anshan Road, Tianjin, 300052, China
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Hu M, Si J, Wang J. Gender Disparities in Frailty and Its Decomposition Among Chinese Older Adults. J Adv Nurs 2025; 81:2402-2417. [PMID: 39206926 DOI: 10.1111/jan.16422] [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: 03/18/2024] [Revised: 07/04/2024] [Accepted: 08/11/2024] [Indexed: 09/04/2024]
Abstract
AIMS To identify the evidence of gender disparities in frailty and explore the factors contributing to male-female differences. DESIGN A longitudinal study. METHODS A total of 24,429 older adults (60+) were enrolled. Frailty was assessed by frailty index and frailty risk based on Rockwood's cumulative deficit frailty index. OLS and logistic regression models were conducted, with Oaxaca-Blinder and Fairlie decomposition methods to further analyse the factors contributing to gender disparities in frailty. DATA SOURCES The paper used four waves of the China Health and Retirement Longitudinal Study from 2011 to 2018, a nationwide survey organised by the National Development Institute of Peking University. RESULTS Women had higher frailty status than men, with more pronounced increases. Among the factors, education has the most significant association with frailty gender disparities. The contribution of individual characteristics, particularly education, to gender disparities in frailty appeared to diminish over time, while the contribution of family and regional factors remained relatively stable, and the contribution of institutions was deemed inadequate. CONCLUSIONS The frailty in Chinese older adults is generally on the rise with continuously expanded gender disparities. It is crucial to consider the contributing factors to frailty in older adults for effective prevention and intervention strategies. Additional gender-specific geriatric care policies are needed in order to address gender inequality in health. IMPACT The findings of this study highlight the prevalence of increasing gender disparities in frailty and identify that the level of education, per capita annual household income as well as marital status are the most significant factors contributing to the gender gap. Those findings provide policy implications for healthcare nursing service from a gender-specific perspective in order to achieve health equity. REPORTING METHOD This study has adhered to the STROBE guideline. PATIENT OR PUBLIC CONTRIBUTION No Patient or Public Contribution. WHAT DOES THIS PAPER CONTRIBUTE TO THE WIDER GLOBAL CLINICAL COMMUNITY: This study provided implications on gender-specific geriatric care nursing services. The study highlighted the importance of focusing on frailty and its gender disparities in geriatric clinical nursing.
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Affiliation(s)
- Meili Hu
- Department of Gynecology, Baoding Maternal and Child Health Care Hospital, Baoding, China
| | - Jiacheng Si
- School of Sociology and Population Studies, Renmin University of China, Beijing, China
| | - Jiayi Wang
- School of Public Administration, Renmin University of China, Beijing, China
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Liu C, Zhang Z, Meng T, Wang B, Li C, Yu X, Zhang X. The Impact of Cardiometabolic Index on Cardiovascular Disease Risk Among Diabetic Patients: Evidence From Two National Cohorts. Diabetes Metab Res Rev 2025; 41:e70044. [PMID: 40293185 DOI: 10.1002/dmrr.70044] [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: 10/06/2024] [Revised: 01/18/2025] [Accepted: 03/11/2025] [Indexed: 04/30/2025]
Abstract
BACKGROUND This study investigates the relationship between the Cardiometabolic Index (CMI) and cardiovascular disease (CVD) risk in diabetic populations using data from the National Health and Nutrition Examination Survey (NHANES) and the China Health and Retirement Longitudinal Study (CHARLS). Understanding the predictive role of CMI in assessing CVD risk is essential for enhancing preventive strategies in diabetic patients. METHODS A cross-sectional analysis was conducted on diabetic participants from NHANES (2005-2018) and CHARLS (2011). CMI was calculated based on the waist-to-height ratio and the triglyceride-to-HDL-C ratio. Multivariable logistic regression models and restricted cubic spline analyses were utilised to evaluate the associations between CMI and CVD risk, adjusting for demographic and clinical covariates. RESULTS In the NHANES cohort (n = 2044), a higher CMI was significantly associated with an increased risk of CVD after adjusting for confounding factors (OR = 2.01, p = 0.0074). Similarly, in the CHARLS cohort (n = 3964), a higher CMI was linked to an elevated CVD risk (OR = 1.45, p = 0.009). Subgroup analyses demonstrated consistent results across various age, gender and health status subgroups. The restricted cubic spline analysis revealed significant non-linear trends between CMI and CVD risk in both cohorts (p < 0.05). CONCLUSION CMI is a robust and independent predictor of CVD risk among diabetic individuals across different populations. These findings highlight the potential clinical value of incorporating CMI into routine assessments to identify high-risk diabetic patients. Future longitudinal studies are needed to further validate these findings and explore the underlying mechanisms.
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Affiliation(s)
- Changxing Liu
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Zhirui Zhang
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Tianwei Meng
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Boyu Wang
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Chengjia Li
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Ximing Yu
- First Clinical Medical School, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Xulong Zhang
- Acupuncture Department, Shaanxi Rehabilitation Hospital, Xi'an, China
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He W, Chen Z, Xu L, Fang F, Zu X, Jin X, Chen J. Analysis of the Prevalence of Mild Cognitive Impairment and its Influencing Factors in the Elderly Population in Huzhou City. ACTAS ESPANOLAS DE PSIQUIATRIA 2025; 53:526-534. [PMID: 40356010 PMCID: PMC12069909 DOI: 10.62641/aep.v53i3.1722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/12/2024] [Accepted: 08/15/2024] [Indexed: 05/15/2025]
Abstract
BACKGROUND Mild cognitive impairment (MCI) is a critical stage in the development of Alzheimer's disease, and early intervention in patients during this stage may reverse or delay their disease progression. As one of the regions with severe aging in China, it is necessary to understand the prevalence of MCI in Huzhou and adopt effective intervention measures. The study was aimed to investigate the prevalence rate and influencing factors of MCI in the elderly population in Huzhou city. METHODS A cross-sectional study was conducted involving 800 elderly residents of Huzhou city. The Montreal Cognitive Assessment (MoCA) and the activity of daily living (ADL) were used to assess the occurrence of MCI in the elderly. The influencing factors of MCI were investigated by univariate analysis and multi-factor analysis. RESULTS A total of 800 questionnaires were sent out in this survey, and 778 were effectively collected, with an effective recovery rate of 97.25%. Among 778 elderly people in Huzhou city, 668 had normal cognitive function, 82 had MCI, and 28 had dementia, the prevalence rate of MCI was 10.54% (82/778). According to the presence or absence of MCI, the patients were divided into an MCI group (n = 82) and a non-MCI group (n = 668). Female (p = 0.026), high age (p = 0.009), low Community Screening Instrument for Dementia (CSI-D) score (p = 0.007), high Dementia Screening Questionnaire (AD8) score (p < 0.001), high Patient Health Questionnaire Depression Scale (PHQ-9) score (p = 0.037) were all risk factors for MCI in the urban elderly population of Huzhou City. CONCLUSION The prevalence of MCI in the elderly population in Huzhou City is high, and its occurrence is closely related to many factors. It is necessary to increase attention to the high-risk population of MCI and implement targeted intervention measures to improve their cognitive function and improve the quality of life of the elderly population.
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Affiliation(s)
- Weiliang He
- Department of Elderly Psychiatry, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Zheli Chen
- Department of Elderly Psychiatry, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Liang Xu
- Department of Elderly Psychiatry, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Fei Fang
- Department of Geriatrics, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Xin Zu
- Department of Psychiatry, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Xilong Jin
- Department of Psychiatry, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
| | - Jing Chen
- Department of Neurology, The Third People’s Hospital of Huzhou City, 313000 Huzhou, Zhejiang, China
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Sun H, Wu Z, Wang G, Liu J. Normalized Creatinine-to-Cystatin C Ratio and Risk of Cardiometabolic Multimorbidity in Middle-Aged and Older Adults: Insights from the China Health and Retirement Longitudinal Study. Diabetes Metab J 2025; 49:448-461. [PMID: 39829108 DOI: 10.4093/dmj.2024.0100] [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: 05/02/2024] [Accepted: 11/15/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGRUOUND Normalized creatinine-to-cystatin C ratio (NCCR) was reported to approximate relative skeletal muscle mass and diabetes risk. However, the association between NCCR and cardiometabolic multimorbidity (CMM) remains elusive. This study aimed to explore their relationship in a large-scale prospective cohort. METHODS This study included 5,849 middle-age and older participants from the China Health and Retirement Longitudinal Study (CHARLS) enrolled between 2011 and 2012. The baseline NCCR was determined as creatinine (mg/dL)/cystatin C (mg/L)×10/body mass (kg). CMM was defined as the simultaneous occurrence of two or more of the following conditions: heart disease, stroke, and type 2 diabetes mellitus. Logistic regression analysis and Cox regression analysis were employed to estimate the relationship between NCCR and CMM. The joint effect of body mass index and NCCR on the risk of CMM were further analyzed. RESULTS During a median 4-year follow-up, 227 (3.9%) participants developed CMM. The risk of CMM was significantly decreased with per standard deviation increase of NCCR (odds ratio, 0.72; 95% confidence interval, 0.62 to 0.85) after adjustment for confounders (P<0.001). Further sex-specific analysis found significant negative associations between NCCR and CMM in female either without or with one CMM component at baseline, which was attenuated in males but remained statistically significant among those with one basal CMM component. Notably, non-obese individuals with high NCCR levels had the lowest CMM risk compared to obese counterparts with low NCCR levels in both genders. CONCLUSION High NCCR was independently associated with reduced risk of CMM in middle-aged and older adults in China, particularly females.
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Affiliation(s)
- Honglin Sun
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Zhenyu Wu
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Guang Wang
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Jia Liu
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
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He H, Li F, Zhu Z, Liao Y, Li H, Zou Y, Peng Y. Association between early-life famine exposure and cognitive function trajectories from midlife to late-life: The mediating role of depressive symptoms. Clin Nutr 2025; 50:20-28. [PMID: 40359761 DOI: 10.1016/j.clnu.2025.04.026] [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: 11/26/2024] [Revised: 04/17/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025]
Abstract
BACKGROUND The long-term effects of early famine exposure on cognitive function remain understudied. This study examined the association between famine exposure and 10-year trajectories of cognitive function, and also assessed the mediating role of depressive symptoms. METHODS We included 2434 participants from waves 1-5 of the China Health and Retirement Longitudinal Study (CHARLS), with complete baseline data and at least three cognitive assessments. Famine exposure data were obtained from the 2000 China Census, and its severity was determined using the pre-famine Cohort Size Shrinkage Index. Group-based trajectory modeling was used to identify distinct 10-year cognitive function trajectories, and logistic regression was used to estimate the association between famine exposure and trajectory membership. The mediating effect of depressive symptoms was assessed using the Karlson-Holm-Breen method. RESULTS Among the 2434 participants, two global cognitive function trajectories were identified: persistently low (n = 743, 30.5 %) and persistently high (n = 1691, 69.5 %). Similar patterns were found across cognitive dimensions, including orientation, memory, computation, and drawing. In the fully adjusted model, moderate famine exposure was associated with an increased risk of a persistently low global cognition trajectory [odds ratio (OR) = 1.37, 95 % confidence interval (CI): 1.04-1.82], and severe famine exposure showed a similar trend (OR = 1.57, 95 % CI: 0.97-2.56). Moreover, both moderate (OR = 1.67, 95 % CI: 1.28-2.15) and severe (OR = 1.61, 95 % CI: 1.01-2.54) famine exposures were linked to a heightened risk of a persistently low trajectory for computation, while severe famine exposure was additionally associated with a persistently low trajectory for orientation (OR = 1.90, 95 % CI: 1.15-3.14). Moderate famine exposure, however, was not associated with a persistently low trajectory for orientation (OR = 0.98, 95 % CI: 0.71-1.36). Additionally, while depressive symptoms did not mediate the associations between moderate famine and any cognitive trajectories, they partially mediated the associations between severe famine and global, computation, and orientation trajectories by 20.07 %, 11.76 %, and 10.38 %, respectively. CONCLUSION Our study identified two distinct cognitive function trajectories, with both moderate and severe famine exposure being linked to persistently low trajectories. Furthermore, depressive symptoms partially mediated the association between severe famine exposure and cognitive function in middle-aged and older adults.
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Affiliation(s)
- Hao He
- Department of Toxicology, School of Public Health, Guangxi Medical University, Nanning, 530021, China; Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China
| | - Fangfei Li
- Department of Toxicology, School of Public Health, Guangxi Medical University, Nanning, 530021, China; Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China
| | - Zhuoqi Zhu
- Department of Toxicology, School of Public Health, Guangxi Medical University, Nanning, 530021, China; Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China
| | - Yunfei Liao
- Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China; Department of Occupational and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Han Li
- Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China; Department of Nutrition and Food Hygiene, School of Public Health, Guangxi Medical University, Nanning, 530021, China
| | - Yunfeng Zou
- Department of Toxicology, School of Public Health, Guangxi Medical University, Nanning, 530021, China; Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China.
| | - Yang Peng
- Guangxi Key Laboratory of Environment and Health Research, Guangxi Medical University, Nanning, 530021, China; Department of Occupational and Environmental Health, School of Public Health, Guangxi Medical University, Nanning, 530021, China.
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13
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Sun C, Jiang H, Zhu H, Luo Z, Wang S. Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and sarcopenia: evidence from CHARLS. Front Public Health 2025; 13:1585986. [PMID: 40371274 PMCID: PMC12074908 DOI: 10.3389/fpubh.2025.1585986] [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: 03/04/2025] [Accepted: 04/11/2025] [Indexed: 05/16/2025] Open
Abstract
Background Recent studies have highlighted an association between lipid disorders and sarcopenia. The role of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) has not been explored among Chinese adults. This study aimed to investigate the association between the NHHR and incident sarcopenia in the Chinese population. Methods The study included a total of 4,046 participants aged 50 years and older without a history of sarcopenia, from the China Health and Retirement Longitudinal Study (CHARLS). A multivariate logistic regression model and a restricted cubic spline model were used to investigate the association between NHHR and sarcopenia. Subgroup and sensitivity analyses were conducted to assess the robustness of the findings. Results A total of 309 (7.6%) participants were newly diagnosed with sarcopenia in the 2015 wave. Participants in the highest NHHR quartile (≥3.99) had a significantly lower adjusted odds ratio for sarcopenia (OR = 0.40; 95% CI, 0.280.58; p < 0.001) compared with those in the lowest quartile (<2.24). Restricted cubic spline analysis revealed a nonlinear relationship between NHHR and sarcopenia risk (p for nonlinearity <0.05). In piecewise regression models, the adjusted OR for sarcopenia was 0.65 (95% CI, 0.550.78, p < 0.001) among participants with NHHR <4.4, whereas no significant correlation was observed among those with NHHR ≥ 4.4. No significant interactions were found between NHHR and age, sex, hypertension, or diabetes in stratified analysis (p for interaction >0.05). Conclusion There is an inverse relationship between NHHR and sarcopenia risk in the Chinese population. A higher NHHR is associated with a lower risk of sarcopenia below the inflection point, beyond which NHHR is no longer significantly associated with sarcopenia risk.
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Affiliation(s)
| | | | | | | | - Shiyi Wang
- Department of Gastroenterology, Ningbo Hospital of Traditional Chinese Medicine, Affiliated With Zhejiang Chinese Medical University, Ningbo, China
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Wang Y, Chen Z, Fan H, Cao S, Wang X, Niu T. Key influencing factors analysis on life satisfaction among Chinese older adults with hypertension: a National Cross-Sectional Survey. Front Public Health 2025; 13:1569935. [PMID: 40356825 PMCID: PMC12066345 DOI: 10.3389/fpubh.2025.1569935] [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: 02/02/2025] [Accepted: 04/11/2025] [Indexed: 05/15/2025] Open
Abstract
Objectives This study aimed to assess the current situation and influencing factors of life satisfaction among Chinese older adults with hypertension and to identify its key factors. Methods In this study, 4,197 hypertensive patients were selected from the Chinese Longitudinal Healthy Longevity Survey (CLHLS) database for inclusion in the analysis. A multivariate logistic regression model was used to analyze the influencing factors of life satisfaction in hypertensive patients, and the random forest was further used to rank the importance of the significant influencing factors. Results Overall, 29.52% of hypertensive patients reported dissatisfaction with their lives. The life satisfaction of these patients was influenced by a combination of factors. According to the results of the random forest, the variables that significantly influenced life satisfaction, in descending order of importance, are self-rated health, economic status, depressive symptoms, sleep duration, fruits, living arrangements, hearing impairment, heart disease, and gender. Conclusion Our research indicates that currently, people with hypertension experience a high level of dissatisfaction with their lives, making it necessary to take preventive and intervention measures from multiple aspects.
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Affiliation(s)
- Yazhu Wang
- Department of Cardiology, The Shapingba Hospital, Chongqing University (People’s Hospital of Shapingba District), Chongqing, China
| | - Ziyi Chen
- College of Traditional Chinese Medicine, Chongqing Medical University, Chongqing, China
| | - Heqian Fan
- College of Pediatric, Chongqing Medical University, Chongqing, China
| | - Shiwei Cao
- The Second Clinical College, Chongqing Medical University, Chongqing, China
| | - Xiaoyu Wang
- College of Pediatric, Chongqing Medical University, Chongqing, China
| | - Tengfei Niu
- Department of Basic Courses, Chongqing Medical and Pharmaceutical College, Chongqing, China
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15
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Jin S, Chao J, Jin Q, Yang B, Tan G, Wang L, Wu Y. Longitudinal Trajectories of Cognitive Function Among Chinese Middle-Aged and Older Adults: The Role of Sarcopenia and Depressive Symptoms. Brain Sci 2025; 15:408. [PMID: 40309867 PMCID: PMC12025789 DOI: 10.3390/brainsci15040408] [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: 03/24/2025] [Revised: 04/09/2025] [Accepted: 04/15/2025] [Indexed: 05/02/2025] Open
Abstract
Objectives: The longitudinal relationship between sarcopenia, depression, and cognitive impairment has been insufficiently studied in China. This study aimed to characterize the association between sarcopenia and cognitive impairment and the mediating role of depression using nationally representative data. Methods: 7091 middle-aged and older adults were analyzed from the China Health and Retirement Longitudinal Study (CHARLS) across three waves (2011, 2013, and 2015). Cognitive trajectories were modeled using a group-based trajectory model (GBTM), while multivariable ordinal logistic regression was employed to evaluate the associations with cognitive trajectories. The mediating role of depressive symptoms was assessed through bootstrap mediation analysis and cross-lagged panel modeling (CLPM). Results: Trajectory analysis identified four distinct cognitive function patterns: "High and Stable" trajectory (n = 2563, 36.73%), "Middle and Stable" group (n = 2860, 38.76%), "Middle and Decline" group (n = 1280, 18.62%), and "Low and Decline" group (n = 388, 5.90%). Sarcopenia and depressive symptoms were associated with the "Low and Decline" trajectory of cognitive function [Overall: OR (95%CI) of 0.315 (0.259, 0.382) and 0.417 (0.380, 0.459)]. Mediation analysis indicated that depressive symptoms accounted for 11.78% of the relationship between sarcopenia and cognitive trajectories. The cross-lagged panel modeling demonstrated a significant mediation pathway of "T1 cognitive function → T2 depression → T3 sarcopenia", with T2 depression mediating 5.31% of the total effect. Conclusions: Our study identified four distinct cognitive trajectories, with sarcopenia and depressive symptoms significantly associated with worse cognitive trajectories over time. Depressive symptoms mediated the relationship between sarcopenia and cognitive function. This highlights the importance of integrating mental health and physical health interventions to address the interconnected risks associated with aging.
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Affiliation(s)
- Shengxuan Jin
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
| | - Jianqian Chao
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
| | - Qian Jin
- School of Education Science, Qingdao University, Qingdao 266071, China
| | - Beibei Yang
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
| | - Gangrui Tan
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
| | - Leixia Wang
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
| | - Yanqian Wu
- Health Management Research Center, School of Public Health, Southeast University, Nanjing 210009, China
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16
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Chu J, Li Y, Wang X, Xu Q, Xu Z. Development of a Longitudinal Model for Disability Prediction in Older Adults in China: Analysis of CHARLS Data (2015-2020). JMIR Aging 2025; 8:e66723. [PMID: 40247464 PMCID: PMC12021300 DOI: 10.2196/66723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 02/26/2025] [Accepted: 03/13/2025] [Indexed: 04/19/2025] Open
Abstract
Background Disability profoundly affects older adults' quality of life and imposes considerable burdens on health care systems in China's aging society. Timely predictive models are essential for early intervention. Objective We aimed to build effective predictive models of disability for early intervention and management in older adults in China, integrating physical, cognitive, physiological, and psychological factors. Methods Data from the China Health and Retirement Longitudinal Study (CHARLS), spanning from 2015 to 2020 and involving 2450 older individuals initially in good health, were analyzed. The dataset was randomly divided into a training set with 70% data and a testing set with 30% data. LASSO regression with 10-fold cross-validation identified key predictors, which were then used to develop an Extreme Gradient Boosting (XGBoost) model. Model performance was evaluated using receiever operating characteristic curves, calibration curves, and clinical decision and impact curves. Variable contributions were interpreted using SHapley Additive exPlanations (SHAP) values. Results LASSO regression was used to evaluate 36 potential predictors, resulting in a model incorporating 9 key variables: age, hand grip strength, standing balance, the 5-repetition chair stand test (CS-5), pain, depression, cognition, respiratory function, and comorbidities. The XGBoost model demonstrated an area under the curve of 0.846 (95% CI 0.825-0.866) for the training set and 0.698 (95% CI 0.654-0.743) for the testing set. Calibration curves demonstrated reliable predictive accuracy, with mean absolute errors of 0.001 and 0.011 for the training and testing sets, respectively. Clinical decision and impact curves demonstrated significant utility across risk thresholds. SHAP analysis identified pain, respiratory function, and age as top predictors, highlighting their substantial roles in disability risk. Hand grip and the CS-5 also significantly influenced the model. A web-based application was developed for personalized risk assessment and decision-making. Conclusions A reliable predictive model for 5-year disability risk in Chinese older adults was developed and validated. This model enables the identification of high-risk individuals, supports early interventions, and optimizes resource allocation. Future efforts will focus on updating the model with new CHARLS data and validating it with external datasets.
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Affiliation(s)
- Jingjing Chu
- The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, China, 86 057187236171
| | - Ying Li
- The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, China, 86 057187236171
| | - Xinyi Wang
- The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, China, 86 057187236171
| | - Qun Xu
- Zhejiang University School of Medicine, Hangzhou, China
| | - Zherong Xu
- The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, China, 86 057187236171
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Zha J, Chen M. Association of social isolation and loneliness with incident cardiovascular diseases: results from a nationally prospective cohorts in China. Soc Psychiatry Psychiatr Epidemiol 2025:10.1007/s00127-025-02894-4. [PMID: 40234281 DOI: 10.1007/s00127-025-02894-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 03/23/2025] [Indexed: 04/17/2025]
Abstract
AIMS Social isolation and loneliness are associated with increased risk of cardiovascular disease (CVD). Most research examining the effects of social isolation and loneliness on CVD is based in Western countries. This study examined the effects of loneliness and social isolation on cardiovascular disease in China. METHODS Data were derived from the China Health and Retirement Longitudinal Study (CHARLS). Social isolation, loneliness and CVD were measured at baseline. The analytical sample size was 6,860 for the analysis of self-reported CVD. Cox proportional-hazard regression adjusted for confounding factors were used to assess the association between baseline isolation, loneliness, and CVD. RESULTS Incident CVD was followed-up from 2011 to 2018. During the 7 years of follow-up, we found that loneliness was associated with an increased risk of CVD events (adjusted HR, 1.24; 95% CI, 1.06-1.44). In the moderately isolated group, loneliness was significantly associated with an elevated risk of incident CVD after adjusting for all confounders (adjusted HR, 1.40; 95% CI, 1.13-1.73). Loneliness was significantly associated with an increased risk of incident CVD among female participants (adjusted HR, 1.29; 95% CI, 1.07-1.56). CONCLUSIONS Loneliness significantly increased the risk of incident CVD, while social isolation did not exhibit a similar correlation. Our findings suggest that targeted and practical social interventions could improve the accuracy and efficiency of identifying individuals at high risk.
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Affiliation(s)
- Jingru Zha
- Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, 17 Lujiang Road, Luyang, Hefei, 230601, Anhui, China
| | - Mingzhuang Chen
- Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, 17 Lujiang Road, Luyang, Hefei, 230601, Anhui, China.
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18
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Ma S, Sun Q, Xu Y, Tu Q, Xu S. Identification of risk factors for diabetes in Chinese middle-aged and elderly adults. Sci Rep 2025; 15:12550. [PMID: 40221523 PMCID: PMC11993592 DOI: 10.1038/s41598-025-95813-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 03/24/2025] [Indexed: 04/14/2025] Open
Abstract
This study aimed to identify and analyze the factors associated with the prevalence of diabetes among Chinese adults, using data from the China Health and Retirement Longitudinal Study (CHARLS). Data from the CHARLS cohort, with a mean age of 63.3 years, were analyzed using SPSS software. Descriptive statistics were performed for the overall population, as well as urban and rural subgroups. Logistic regression models were employed to assess the association between diabetes and variables such as age, gender, smoking, alcohol consumption, hypertension, and mental health disorders. Paired-sample t-tests were conducted to evaluate changes in diabetes prevalence across 2015, 2018, and 2020. The average of diabetes increased from 1.08 in 2015 to 1.15 in 2020, with a statistically significant difference (P < 0.001). Paired-sample t-tests showed significant differences between 2020 and 2018, as well as between 2018 and 2015 (P < 0.001). Logistic regression analysis identified hypertension (aOR = 0.447, 95% CI: 0.410-0.488, P < 0.001) and chronic disease (aOR = 0.024, 95% CI: 0.013-0.042, P < 0.001) as key risk factors for diabetes. Mild physical exercise was a protective factor (aOR = 0.813, 95% CI: 0.708-0.935, P < 0.01), while smoking (aOR = 1.220, 95% CI: 1.088-1.369, P < 0.001) and alcohol consumption (aOR = 1.125, 95% CI: 1.020-1.242, P < 0.05) increased the risk. Smoking and alcohol had a greater impact in urban areas, while hypertension and mental health disorders were more influential in rural areas. This study demonstrates that age, gender, smoking, alcohol consumption, hypertension, and mental disorders significantly influence the risk of diabetes among Chinese adults aged 45 and above. Distinct risk factors were identified between urban and rural populations, highlighting the necessity for tailored intervention strategies. The longitudinal analysis from 2015 to 2020 revealed a substantial increase in diabetes prevalence, underscoring the critical need for sustained and targeted public health efforts.
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Affiliation(s)
- Shuzhen Ma
- College of Public Administration, Guilin University of Technology, Guilin, 541004, China.
- Department of Sports Studies, Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, 43400, Selangor, Malaysia.
| | - Qianqian Sun
- Yantai Affiliated Hospital of Binzhou Medical University, Yantai, 264100, China
| | - Yanqi Xu
- College of Materials Science and Engineering, Key Laboratory of New Processing Technology for Nonferrous Metals and Materials, Collaborative Innovation Center for Exploration of Nonferrous Metal Deposits and Efficient Utilization of Resources, Ministry of Education, Guilin University of Technology, Guilin, 541004, China
| | - Qiang Tu
- Faculty of Medicine and Health, The University of Sydney, Sydney, 2006, NSW, Australia
| | - Simao Xu
- College of Physical Education and Health, Guangxi Normal University, Guilin, 541004, China.
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Ju M, Feng W, Guo Z, Yang K, Wang T, Yu H, Qi C, Liu M, Tao J, Xiao R. The Link Between Oxysterols and Gut Microbiota in the Co-Dysfunction of Cognition and Muscle. Nutrients 2025; 17:1277. [PMID: 40219034 PMCID: PMC11990608 DOI: 10.3390/nu17071277] [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: 03/17/2025] [Revised: 04/02/2025] [Accepted: 04/04/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Alterations of oxysterols and gut microbiota have been recognized as indicators affecting mild cognitive impairment (MCI) and sarcopenia, respectively, whereas their association with co-dysfunction has not been investigated. Methods: In this study, a total of 1035 individuals were divided into Control (n = 264), MCI (n = 435), and MCI with possible sarcopenia (MPS, n = 336) groups. Cognition and muscle indexes, serum oxysterols, and gut microbiota were measured. Spearman's rank coefficients were calculated to determine their correlations. Results: Performances of global and multidimensional cognitive tests was successively worse in the Control, MCI, and MPS groups. Longer duration of five-time chair stand test, lower 6-meter walk speed, and handgrip strength were observed in the MPS group, along with increased 27-hydroxycholesterol (27-OHC) and 5α,6α-epoxycholesterol and decreased 5α-Cholest-8(14)-ene-3β,15α-diol (15-HC). Higher concentrations of amyloid precursor protein (APP), neurofilament, and C-terminal agrin fragment (CAF) were discovered in the MCI and MPS groups. The α-diversity of gut microbiota in the MCI and MPS group was remarkably decreased, followed by a shifted abundance of microbial taxa, such as Alistipes and Rikenellaceae. Multiple significant correlations were found between cognition and muscle indexes and with oxysterols. Conclusions: Our study indicates that oxysterols and gut microbiota are prominently involved in the co-dysfunction of cognition and muscle.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Rong Xiao
- School of Public Health, Capital Medical University, Beijing 100069, China; (M.J.); (W.F.); (Z.G.); (K.Y.); (T.W.); (H.Y.); (C.Q.); (M.L.); (J.T.)
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Xu X, Ding N, He J, Zhao R, Gu W, Ge X, Cui K. Associations between reversible and potentially reversible cognitive frailty and falls in community-dwelling older adults in China: a longitudinal study. BMC Geriatr 2025; 25:224. [PMID: 40188026 PMCID: PMC11971774 DOI: 10.1186/s12877-025-05872-2] [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: 11/01/2024] [Accepted: 03/18/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Few studies have focused on comparing the effect of cognitive frailty (CF) with either cognitive impairment or frailty alone on fall risk. Further, studies investigating the effect of reversible cognitive frailty (RCF) or potentially reversible cognitive frailty (PRCF) on fall risk are scarce. This study aimed to investigate the influence of RCF and PRCF on falls in community-dwelling older adults of China and determine whether CF conferred a higher risk than cognitive impairment or frailty alone. METHODS This study used data from five waves of the China Health and Retirement Longitudinal Study (CHARLS) conducted from 2011 to 2020. A total of 3,200 participants were divided into six groups: Healthy, cognitive impairment [subjective cognitive decline (SCD) and mild cognitive impairment (MCI)], Frailty, and CF (RCF and PRCF), according to their baseline cognitive and frailty status. A generalized estimating equation was applied to measure the association of cognitive status, frailty, and CF with risk of falls. Multivariate logistic regression models were employed to analyze potential multiplicative and additive interactions of baseline cognitive impairment and frailty on fall risk. RESULTS Of the 3,200 participants, 17.7% and 8.3% experienced falls and fall-induced injuries, respectively, in wave 2013. After adjusting for all covariates, the participants in the PRCF group [odds ratio (OR) = 1.442, 95% confidence interval (CI): 1.179-1.922] had a higher risk of falling than those in the RCF group (OR = 1.302, 95% CI: 1.053-1.593), while cognitive impairment alone or frailty alone were not associated with increased risk. The interaction analyses revealed a lack of multiplicative (OR = 0.952, 95% CI: 0.618-1.468) or additive [relative excess risk (RERI) =-0.043, 95% CI: -0.495-0.409; attributable proportion (AP) =-0.035, 95% CI: -0.400-0.329; synergy index (S) = 0.840, 95% CI: 0.172-4.095] interactions of cognitive impairment and frailty for falls. CONCLUSIONS We found that the risk of falls increased in RCF and PRCF compared to either cognitive impairment or frailty alone, with PRCF being associated with a higher risk than RCF. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Xiaonuo Xu
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Ning Ding
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Jing He
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Ronghui Zhao
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China
| | - Weiqi Gu
- 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
| | - Kai Cui
- School of Public Health, Jinzhou Medical University, 40 Songpo Road, Jinzhou, 121000, P. R. China.
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21
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Zhang Y, Gong M, Feng XM, Yan YX. Bidirectional association between sarcopenia and diabetes: A prospective cohort study in middle-aged and elderly adults. Clin Nutr ESPEN 2025; 66:556-563. [PMID: 40044039 DOI: 10.1016/j.clnesp.2025.02.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 02/20/2025] [Accepted: 02/25/2025] [Indexed: 03/10/2025]
Abstract
BACKGROUND AND AIMS Sarcopenia and diabetes are prevalent diseases among middle-aged and elderly population. This study aimed to investigate the bidirectional association between sarcopenia and diabetes. METHODS This study comprised two longitudinal analyses. In cohort 1, the association between baseline diabetes and the risk of new-onset sarcopenia was assessed. In cohort 2, the association between baseline sarcopenia and the risk of new-onset diabetes was examined. Multivariate logistic regression models were used to calculate odds ratios (OR) and 95 % confidence intervals (95 % CI). Cross-lagged panel analysis was used to further validate their bidirectional associations. RESULTS Significant bidirectional associations were observed between sarcopenia and diabetes in both cross-sectional and longitudinal analyses (P < 0.05). After four years of follow-up, low handgrip strength (OR: 2.31, 95 % CI: 1.74-3.08) and appendicular skeletal muscle mass index (ASM/Ht2) (OR: 1.25, 95 % CI: 1.20-1.30) were associated with an increased risk of diabetes. Conversely, elevated fasting plasma glucose (FPG) (OR: 1.52, 95 % CI: 1.17-1.96) and glycated hemoglobin A1c (HbA1c) (OR: 1.35, 95 % CI: 1.05-1.73) were associated with a higher risk of sarcopenia. Cross-lagged analysis further confirmed their bidirectional longitudinal association. CONCLUSIONS This study identified significant longitudinal bidirectional association between sarcopenia and diabetes, highlighting that each condition serves as a risk factor for the other. Clinically, early assessments of handgrip strength and ASM/Ht2 may aid in diabetes prevention, while monitoring FPG and HbA1c could help reduce the risk of sarcopenia.
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Affiliation(s)
- Yu Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, PR China
| | - Miao Gong
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, PR China
| | - Xu-Man Feng
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, PR China
| | - Yu-Xiang Yan
- Department of Epidemiology and Biostatistics, School of Public Health, Capital Medical University, Beijing, PR China.
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22
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Liu M, Wang J, Yang C, Sun G. Estimation of Appendicular Skeletal Muscle Mass in Studies Based on CHARLS May Cause Unreliable Conclusion. J Cachexia Sarcopenia Muscle 2025; 16:e13800. [PMID: 40241386 PMCID: PMC12003915 DOI: 10.1002/jcsm.13800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 03/20/2025] [Indexed: 04/18/2025] Open
Affiliation(s)
- Mingchong Liu
- Department of Traumatic Surgery Shanghai East Hospital, School of MedicineTongji UniversityShanghaiChina
| | - Jiaming Wang
- Department of Traumatic Surgery Shanghai East Hospital, School of MedicineTongji UniversityShanghaiChina
| | - Chensong Yang
- Department of Traumatic Surgery Shanghai East Hospital, School of MedicineTongji UniversityShanghaiChina
| | - Guixin Sun
- Department of Traumatic Surgery Shanghai East Hospital, School of MedicineTongji UniversityShanghaiChina
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23
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Oliveira D, Costa J, Marques MH, Silva AG. Chronic musculoskeletal pain and its association with cognitive function and sarcopenia in older adults: Characterization and change over three months. THE JOURNAL OF PAIN 2025; 29:105341. [PMID: 39961501 DOI: 10.1016/j.jpain.2025.105341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 01/05/2025] [Accepted: 02/11/2025] [Indexed: 02/21/2025]
Abstract
Pain, cognitive impairment, and sarcopenia share common risk factors and neurophysiological processes, but studies investigating cognition and sarcopenia in older adults with pain are scarce. This study's main aim was to compare cognition and sarcopenia between older adults with and without chronic pain. A secondary aim was to investigate predictors of cognition and sarcopenia at baseline and 3 months while adjusting for confounders. Participants (67 older adults with pain and 67 asymptomatic older adults) were assessed for sociodemographic and clinical information, pain (number of painful body sites - body chart, pain phenotype - PainDETECT, severity and disability - BPI, pain catastrophizing - PCS, and kinesiophobia - Tampa Scale), cognition (MoCA), sarcopenia (risk of sarcopenia - SARC-F, hand grip strength, and calf circumference) and physical activity (RAPA) at baseline and 3 months after. Older adults with and without pain did not differ in cognition (Mean (95% CI): Pain = 21.47 (20.60; 22.34); Asymptomatic = 21.75 (20.89; 22.61)), but older adults with pain had greater signs of sarcopenia than asymptomatic older adults, including higher risk of sarcopenia (Mean (95%CI): Pain=2.89 (2.41; 3.37); Asymptomatic=0.50 (0.32; 0.68)) and lower hand grip strength (Pain=24.01 (21.74; 26.29); Asymptomatic=27.98 (25.80; 30.16)). No between-group differences were found for calf circumference (Pain=35.03 (34.26; 35.79); Asymptomatic=34.55 (33.86; 35.24)). Pain phenotype (baseline) and kinesiophobia (3 months) contributed to poorer cognition. Kinesiophobia and catastrophizing (baseline), and pain severity (3 months) contributed to sarcopenia. Despite no differences in cognition between older adults with and without pain, pain-related variables contributed to explaining sarcopenia and cognition. PERSPECTIVE: This study compared cognition and sarcopenia between older adults with and without pain and explored the association between pain, cognition, and sarcopenia. Groups were similar for cognition, but older adults with pain showed higher signs of sarcopenia. Kinesiophobia and pain severity partially explained cognition and sarcopenia among those with pain.
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Affiliation(s)
- David Oliveira
- School of Health, Sciences, University of Aveiro, Aveiro, Portugal
| | - Júlia Costa
- School of Health, Sciences, University of Aveiro, Aveiro, Portugal
| | - Maria H Marques
- School of Health, Sciences, University of Aveiro, Aveiro, Portugal
| | - Anabela G Silva
- CINTESIS:UA@RISE, School of Health, Sciences, University of Aveiro, Aveiro, Portugal.
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24
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Liu J, Liu D, Xie XY, Cai C, Zhang JJ, Cheng GR, Hu FF, Nie QQ, Zhou J, Zeng DY, Liu XC, Song D, Wang JY, Li SY, Cui YY, Hu CL, Fu YD, Cai WY, Li YQ, Li CL, Pei MD, Lou XY, Zhang BY, Ren HW, Huang JL, Wang D, Huang ZL, Han GB, Huang LY, Yang X, Zeng Y. Association between home dwelling situations, neighborhood social interactions, and subjective cognitive decline plus among older adults: A cross-sectional study. J Alzheimers Dis 2025; 104:1125-1135. [PMID: 40116645 DOI: 10.1177/13872877251322805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2025]
Abstract
BackgroundHome-dwelling situations (HDS) and neighborhood social interactions (NSI) significantly impact older adults' post-retirement lives. However, their relationship with subjective cognitive decline plus (SCD-plus), a potential biomarker of preclinical Alzheimer's disease (AD), remains uncertain.ObjectiveTo explore the association between NSI, HDS and SCD-plus among older adults.MethodsThis cross-sectional study utilized data from the Hubei Memory and Aging Cohort Study (HMACS, 2018-2022), examining the relationship between HDS, NSI, and SCD-plus status and feature scores, using logistic and linear regression models.ResultsAmong 3514 adults (age: ≥ 65 y; female: 52.44%), 1329 had SCD-plus status (37.82%). After adjusting for covariates, living with spouse only was associated with lower odds of SCD-plus (odds ratio [OR] = 0.72, 95% confidence interval [CI] [0.55, 0.95]) compared to living alone. Frequent NSI was linked to lower odds of SCD-plus (OR = 0.65, 95% CI [0.54, 0.80]) and reduced feature scores (regression coefficient [β] = -0.16, 95% CI [-0.25, -0.07]). Compared to living alone - no NSI, all other combinations showed better SCD-plus status, especially living with spouse only with frequent NSI, which demonstrated a 55% reduction in likelihood (OR = 0.45, 95% CI [0.28, 0.73]).ConclusionsLiving with spouse only and frequent NSI significantly lowers the odds of SCD-plus, providing a basis for further exploration of the impact of social interactions on cognitive health.
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Affiliation(s)
- Jing Liu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Dan Liu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Xin-Yan Xie
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Cheng Cai
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Jing-Jing Zhang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Gui-Rong Cheng
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Fei-Fei Hu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Qian-Qian Nie
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Juan Zhou
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - De-Yang Zeng
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Xiao-Chang Liu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Dan Song
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Jun-Yi Wang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Shi-Yue Li
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Yu-Yang Cui
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Chen-Lu Hu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Yi-Di Fu
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Wan-Yin Cai
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Yi-Qing Li
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Chun-Li Li
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Meng-Die Pei
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Xiao-Yu Lou
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Bing-Yu Zhang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Hong-Wei Ren
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
| | - Jun-Li Huang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
| | - Du Wang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
| | - Zhao-Lan Huang
- Geriatric Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Gang-Bin Han
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Lin-Ya Huang
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
| | - Xue Yang
- Geriatric Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China
| | - Yan Zeng
- Hubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan University of Science and Technology, Wuhan, China
- Brain Science and Advanced Technology Institute, Wuhan University of Science and Technology, Wuhan, China
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25
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Cheng X, Zhang K, Liu J, Hu J, Yuan Q, Cai H, Hu H, Liao D, Lin L. Longitudinal associations between pain and cognitive decline in middle-aged and older Chinese adults: the mediating role of depressive symptoms. Front Public Health 2025; 13:1526086. [PMID: 40231182 PMCID: PMC11994437 DOI: 10.3389/fpubh.2025.1526086] [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: 11/11/2024] [Accepted: 03/17/2025] [Indexed: 04/16/2025] Open
Abstract
Objective The primary aim of this scholarly investigation was to elucidate the correlation between Number of Pain Sites and cognitive decline within the older adult population. Additionally, the study sought to examine the potential mediating influence of depressive symptoms in moderating the association between pain and cognitive deterioration. Methods We analyzed 8,835 participants aged 45 and above, with data collected from 2011 to 2018. Participants were categorized into two groups-stable and rapidly declining cognitive function-using the KML3D clustering method. Binary logistic regression analysis was conducted to examine the association between pain status, depressive symptoms, and cognitive trajectories, and mediation analysis was used to assess the mediating role of depression. Results Multi-site pain was significantly associated with the risk of rapid cognitive decline (adjusted OR = 1.30, 95% CI: 1.14-1.48), and depressive symptoms were also a significant predictor of rapid cognitive decline (adjusted OR = 1.49, 95% CI: 1.32-1.68). Mediation analysis revealed that depression mediated the effect of pain on cognitive decline, accounting for 25.71% of the total effect. Conclusion Our study establishes a significant longitudinal link between Number of Pain Sites and cognitive decline, mediated in part by depressive symptoms. This finding underscores the need for interventions that address pain and depression to potentially decelerate cognitive decline in older adults.
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Affiliation(s)
- Xia Cheng
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- Sichuan Provincial Key Laboratory of Philosophy and Social Sciences for Intelligent Medical Care and Elderly Health Management, Chengdu, Sichuan, China
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
- The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Kun Zhang
- The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Jiayang Liu
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
| | - Jiaxin Hu
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
| | - Qingxiu Yuan
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
| | - Hang Cai
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- School of Nursing, Chengdu Medical College, Chengdu, Sichuan, China
| | - Hongxia Hu
- The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Danfeng Liao
- The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Lin Lin
- School of Elderly Health, Chengdu Medical College, Chengdu, Sichuan, China
- Sichuan Provincial Key Laboratory of Philosophy and Social Sciences for Intelligent Medical Care and Elderly Health Management, Chengdu, Sichuan, China
- Nursing Key Laboratory of Sichuan Province, Chengdu, Sichuan, China
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26
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Sun G, Liang J, Chen D, Zhao K, Liu W. Association between serum insulin level and low muscle mass in older individuals: evidence from the China Health and Nutrition Survey. BMC Musculoskelet Disord 2025; 26:300. [PMID: 40140832 PMCID: PMC11938581 DOI: 10.1186/s12891-025-08542-x] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 03/18/2025] [Indexed: 03/28/2025] Open
Abstract
BACKGROUND The link between serum insulin level and low muscle mass among older adults is not yet fully understood. This study seeks to investigate this association using data from a nationally representative large-scale survey. METHODS The study utilized data from two waves of the China Health and Nutrition Survey (CHNS) conducted in 2009 and 2015. Subjects meeting the inclusion criteria were classified according to the Asia Working Group for Sarcopenia 2019 criteria. The study employed ordinary least squares (OLS) regression models to analyze the cross-sectional association between appendicular skeletal muscle mass (ASM) and serum insulin level. Additionally, based on the median insulin level in the population without low muscle mass in 2009, these individuals were divided into high insulin and low insulin groups. Logistic regression models were utilized to examine the longitudinal association between low muscle mass and serum insulin level. RESULTS In 2009, a cross-sectional association study enrolled a total of 2329 participants aged over 60 years, with 53.1% women and a median age of 68.00 years. The prevalence of low muscle mass in the study population was 30.83%, with females accounting for 60.03%. In the adjusted OLS regression model based on blood biomarker, serum insulin level was positively associated with ASM (β = 0.075, 95% confidence interval (95% CI): 0.034-0.117, P < 0.01). A total of 944 individuals from the 2009 population without low muscle mass were divided into high insulin and low insulin groups based on the median insulin level, and were followed up until 2015. It was found that there was a significant difference in the incidence of low muscle mass between the two groups. (12.44% vs. 7.45%, P = 0.01). The adjusted logistic regression models indicated that higher serum insulin levels were associated with a reduced incidence of low muscle mass (Hazard ratio = 0.958, 95% CI: 0.925-0.989, P = 0.01). CONCLUSIONS Adequate serum insulin level could potentially serve as a protective factor in preserving healthy muscle mass among Chinese adults aged 60 and above. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Guofang Sun
- Department of Orthopaedics, Shengzhou Chinese Medicine Hospital, Shaoxing, 312400, China
| | - Jianjun Liang
- Department of Orthopaedics, Daishan First People's Hospital, Zhoushan, 316200, China
| | - Dechao Chen
- Department of Orthopaedics, Daishan First People's Hospital, Zhoushan, 316200, China
| | - Kongjun Zhao
- Department of Orthopaedics, Daishan First People's Hospital, Zhoushan, 316200, China
| | - Wangmi Liu
- Department of Orthopaedics, The Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, China.
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Li S, Qi M, Wang Y, Lu X, Li X. Association between cognitive function and Cre/BW in middle-aged and older Chinese adults: evidence from the CHARLS. Front Public Health 2025; 13:1494916. [PMID: 40356818 PMCID: PMC12066955 DOI: 10.3389/fpubh.2025.1494916] [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: 09/11/2024] [Accepted: 03/10/2025] [Indexed: 05/15/2025] Open
Abstract
Background Cre/BW has been widely validated as a reliable biomarker for assessing muscle mass in clinical and epidemiological studies. Accumulating evidence from longitudinal cohort studies has demonstrated a significant association between sarcopenia and progressive cognitive decline in aging populations. To further elucidate this relationship, we conducted a comprehensive analysis using data from a nationally representative survey. Methods This study utilized longitudinal data from the China Health and Retirement Longitudinal Study (CHARLS), with baseline measurements collected in 2012 and follow-up assessments conducted in 2018. To comprehensively evaluate the association between Cre/BW and cognitive function, we employed a dual analytical approach. Cross-sectional analyses were performed using multivariable-adjusted linear regression models for continuous cognitive scores and logistic regression models for dichotomous cognitive outcomes. For longitudinal assessment, we implemented time-to-event analyses using Cox proportional hazards models, with rigorous adjustment for potential confounders including demographic characteristics, lifestyle factors, and comorbidities. Results Initial unadjusted linear regression analysis revealed a significant inverse association between Cre/BW ratio and total cognitive function score (β = -0.111, 95% CI: -0.013 to -0.008, p < 0.001). This association remained statistically significant after comprehensive adjustment for potential confounders, albeit with attenuated effect size (β = -0.052, 95% CI: -0.007 to -0.003, p < 0.001). When analyzing cognitive function scores by quartiles, we observed a consistent pattern where lower Cre/BW ratios were associated with better cognitive performance, even after multivariable adjustment (OR = 0.973, 95% CI: 0.951 to 0.996, p = 0.019). Longitudinal analysis using Cox proportional hazards models demonstrated that higher Cre/BW ratios were significantly associated with increased risk of cognitive impairment (HR = 1.207, 95% CI: 1.073 to 1.359, p = 0.002). Notably, participants in the highest Cre/BW quartile showed a 1.118-fold increased risk of cognitive impairment compared to those in the lowest quartile (95% CI: 1.048 to 1.346, p = 0.007), suggesting a dose-response relationship between Cre/BW ratio and cognitive outcomes. Conclusion Our findings demonstrate a significant inverse association between Cre/BW and cognitive function in the general Chinese adult population. Longitudinal analysis revealed that elevated Cre/BW ratio serves as an independent risk factor for cognitive impairment, with this association persisting after extended follow-up and comprehensive adjustment for potential confounding factors.
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Affiliation(s)
| | | | | | | | - Xingang Li
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
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28
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Lipoeto NI, Vanoh D, Desmawati D, Ishak WRW, Mohamed R. Determinants of dementia risk among older adults with probable sarcopenia and sarcopenia. BMC Public Health 2025; 25:1139. [PMID: 40133853 PMCID: PMC11938674 DOI: 10.1186/s12889-025-22065-z] [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: 11/26/2023] [Accepted: 09/24/2024] [Indexed: 03/27/2025] Open
Abstract
BACKGROUND Probable sarcopenia is a condition related to low muscle strength which increases the risk of sarcopenia. Both probable sarcopenia and sarcopenia increases the risk of dementia. The aim of this study is to investigate the factors associated with dementia among probable sarcopenia and sarcopenia older adults. It was hypothesized that comorbidities among probable sarcopenia and sarcopenia subjects may elevate the risk of dementia. METHODOLOGY This study involved 194 older adults with probable sarcopenia and sarcopenia aged 60 years and above. Sarcopenia was assessed using the Asian Working Group of Sarcopenia (AWGS) 2019. Among the parameters investigated in this study were sociodemographic, medical history, anthropometry, body composition, physical fitness, subjective cognitive decline, depressive symptoms, cognitive function and functional status. Dementia risk was assessed using the Montreal Cognitive Assessment (MoCA) tool. Adjusted binary logistic regression was employed to identify the factors associated with dementia among probable sarcopenia and sarcopenia older adults. RESULTS Probable sarcopenia subjects with dementia were older (68.5(7.8) years old) as compared to those without dementia (66.0(6.0) years old). Among the probable sarcopenia, 66.1% of the subjects with dementia had hypertension, while 64.3% of the sarcopenia subjects had hypertension. Fat mass was significantly higher among dementia subjects with probable sarcopenia (33.0(6.5) %) as compared to non-dementia subjects (30.4(6.8) %). Multivariate analysis revealed that hypertension (OR: 4.049; 95% CI: 1.510; 10.855, p = 0.005) was the only factor associated with dementia risk among older adults with probable sarcopenia and sarcopenia. CONCLUSION Hypertension is the only factors associated with risk of dementia after adjusting for potential confounders among older adults with probable sarcopenia and sarcopenia. Good control of blood pressure is essential among sarcopenia patients for lowering risk of dementia. Well-designed clinical trials are essential to investigate optimizing blood pressure level to reduce risk of dementia among patients with sarcopenia and probable sarcopenia.
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Affiliation(s)
- Nur Indrawaty Lipoeto
- Department of Nutrition, Faculty of Medicine, Universitas Andalas, Padang City, 25175, Indonesia
| | - Divya Vanoh
- Dietetics Programme, School of Health Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia.
| | - Desmawati Desmawati
- Department of Nutrition, Faculty of Medicine, Universitas Andalas, Padang City, 25175, Indonesia
| | - Wan Rosli Wan Ishak
- Nutrition Programme, School of Health Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia
| | - Rosminah Mohamed
- Interdisciplin Programme, School of Health Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia
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Dini F, Mancini S, Girelli A, Ercolini DP, Reggiani A, Alonso YS, Inzitari M, Bellelli G, Marengoni A, Gentile S, Morandi A. Dysphagia and geriatric syndromes in older patients admitted to an intermediate care unit: prospective observational study. Aging Clin Exp Res 2025; 37:89. [PMID: 40095145 PMCID: PMC11914323 DOI: 10.1007/s40520-025-02950-8] [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: 10/15/2024] [Accepted: 02/02/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND Dysphagia is a geriatric syndrome often unrecognized or underestimated, and there is a lack of studies in a heterogeneous population in intermediate care (IC) services. This study aims to describe the prevalence of dysphagia and its association with geriatric syndromes in older patients in IC. METHODS Prospective cohort study of patients 70 years and older admitted to an IC unit. At admission, the severity of the clinical conditions, comorbidity, delirium, frailty, sarcopenia, nutritional status, and medications were assessed. Each patient was evaluated with the 3-OZ test, and dysphagia was confirmed by a speech therapy consultation. Two multivariable logistic regression models were used to evaluate the association of dysphagia at admission with geriatric syndromes (model 1), along with the severity of illness and admission diagnosis (model 2). RESULTS A total of 455 patients were included. The prevalence of dysphagia was 10% and there was a high prevalence of mild-moderate dysphagia in patients with cognitive impairment and moderate risk of malnutrition. In the univariate analysis, an association was found between dysphagia and sarcopenia, malnutrition, and use of antipsychotics. In Model 1, higher odds of dysphagia were associated with the severity of comorbidity (Odds Ratio 6.49, 95% Confidence Interval: 2.02-20.78), and cognitive impairment (OR 0.91, 95% CI: 0.88-10.62); in Model 2, the severity of clinical conditions-NEWS2 (OR 1.61, 95% CI: 1.23-2.13) was associated with dysphagia, besides the severity of comorbidity and cognitive impairment. In a subset of 300 patients, delirium was also associated with dysphagia. CONCLUSIONS The study provides novel information on dysphagia prevalence in patients admitted to an IC unit and its association with geriatric syndromes. Additional research is needed to further define the relationship between geriatric syndromes and dysphagia, and to adequately standardize speech therapist treatments.
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Affiliation(s)
- Francesca Dini
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | - Stefania Mancini
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | - Alessia Girelli
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | | | - Alessandro Reggiani
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | - Yanely Sarduy Alonso
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | - Marco Inzitari
- REFiT Bcn research group, Vall d'Hebron Institute of Research (VHIR) and Parc Sanitari Pere Virgili, Barcelona, Catalonia, Spain
| | - Giuseppe Bellelli
- Acute Geriatric Unit, IRCCS Foundation San Gerardo, Monza, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Alessandra Marengoni
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Simona Gentile
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy
| | - Alessandro Morandi
- Intermediate Care and Rehabilitation, Azienda Speciale "Cremona Solidale", Cremona, Italy.
- REFiT Bcn research group, Vall d'Hebron Institute of Research (VHIR) and Parc Sanitari Pere Virgili, Barcelona, Catalonia, Spain.
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.
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Du J, Tao X, Zhu L, Wang H, Qi W, Min X, Wei S, Zhang X, Liu Q. Development of a visualized risk prediction system for sarcopenia in older adults using machine learning: a cohort study based on CHARLS. Front Public Health 2025; 13:1544894. [PMID: 40144970 PMCID: PMC11936879 DOI: 10.3389/fpubh.2025.1544894] [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: 12/13/2024] [Accepted: 02/24/2025] [Indexed: 03/28/2025] Open
Abstract
Introduction The older adult are at high risk of sarcopenia, making early identification and scientific intervention crucial for healthy aging. Methods This study utilized data from the China Health and Retirement Longitudinal Study (CHARLS), including a cohort of 2,717 middle-aged and older adult participants. Ten machine learning algorithms, such as CatBoost, XGBoost, and NGBoost, were used to construct predictive models. Results Among these algorithms, the XGBoost model performed the best, with an ROC-AUC of 0.7, and was selected as the final predictive model for sarcopenia risk. SHAP technology was used to visualize the prediction results, enhancing the interpretability of the model, and the system was built on a web platform. Discussion The system provides the probability of sarcopenia onset within 4 years based on input variables and identifies critical influencing factors. This facilitates understanding and use by medical professionals. The system supports early identification and scientific intervention for sarcopenia in the older adult, offering significant clinical value and application potential.
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Affiliation(s)
- Jinsong Du
- School of Health Management, Zaozhuang University, Zaozhuang, China
- Department of Teaching and Research, Shandong Coal Health School, Zaozhuang, China
| | - Xinru Tao
- School of Health Management, Zaozhuang University, Zaozhuang, China
| | - Le Zhu
- School of Health Management, Zaozhuang University, Zaozhuang, China
| | - Heming Wang
- School of Nursing, Jilin University, Jilin, China
| | - Wenhao Qi
- School of Public Health and Nursing, Hangzhou Normal University, Hangzhou, China
| | - Xiaoqiang Min
- Department of Teaching and Research, Shandong Coal Health School, Zaozhuang, China
- Department of Geriatics, Shandong Healthcare Group Xinwen Central Hospital, Taian, China
| | - Shujie Wei
- Image Center, Zaozhuang Municipal Hospital, Zaozhuang, China
| | - Xiaoyan Zhang
- Magnetic Resonance Imaging Department, Shandong Healthcare Group Zaozhuang Central Hospital, Zaozhuang, China
| | - Qiang Liu
- Department of Cardiovascular Medicine, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
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Liu X, Ni J, Wang B, Yin R, Tang J, Chu Q, You L, Wu Z, Cao Y, Ji C. A prediction model for the risk of developing mild cognitive impairment in older adults with sarcopenia: evidence from the CHARLS. Aging Clin Exp Res 2025; 37:69. [PMID: 40055290 PMCID: PMC11889009 DOI: 10.1007/s40520-025-02980-2] [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: 08/18/2024] [Accepted: 02/18/2025] [Indexed: 03/12/2025]
Abstract
BACKGROUND Sarcopenia significantly increases the risk of cognitive impairments in older adults. Early detection of mild cognitive impairment (MCI) in individuals with sarcopenia is essential for timely intervention. AIMS To develop an accurate prediction model for screening MCI in individuals with sarcopenia. METHODS We employed machine learning and deep learning techniques to analyze data from 570 patients with sarcopenia from the China Health and Retirement Longitudinal Study (CHARLS). Our model forecasts MCI incidence over the next four years, categorizing patients into low and high-risk groups based on their risk levels. RESULTS The model was constructed using CHARLS data from 2011 to 2015, incorporating eight validated variables. It outperformed logistic regression, achieving an Area Under the Curve (AUC) of 0.708 (95% CI: 0.544-0.844) for the test set and accurately classifying patients' risk in the training set. The deep learning model demonstrated a low false-positive rate of 10.23% for MCI in higher-risk groups. Independent validation using 2015-2018 CHARLS data confirmed the model's efficacy, with an AUC of 0.711 (0.95 CI, 0.588-0.823). An online tool to implement the model is available at http://47.115.214.16:8000/ . CONCLUSIONS This deep learning model effectively predicts MCI risk in individuals with sarcopenia, facilitating early interventions. Its accuracy aids in identifying high-risk individuals, potentially enhancing patient care.
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Affiliation(s)
- Xinyue Liu
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jingyi Ni
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Baicheng Wang
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Rui Yin
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Jinlin Tang
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Qi Chu
- Sunshine Union Hospital, Weifang, Shandong, China
| | - Lianghui You
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Zhenggang Wu
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Yan Cao
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China
| | - Chenbo Ji
- Nanjing Women and Children's Healthcare Institute, Women's Hospital of Nanjing Medical University, Nanjing Women and Children's Healthcare Hospital, Nanjing, Jiangsu, China.
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China.
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Li X, Li C. Promoting Healthy Aging: Physical Activity and Its Dual Effects on Physical Health and Cognitive Function in Chinese Older Adults. Front Public Health 2025; 13:1561060. [PMID: 40104118 PMCID: PMC11914127 DOI: 10.3389/fpubh.2025.1561060] [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: 01/15/2025] [Accepted: 02/11/2025] [Indexed: 03/20/2025] Open
Abstract
Background With the acceleration of societal aging, the physical health and cognitive function issues of seniors have increasingly garnered widespread attention. This article explores the impact of physical activity on the physical health and cognitive performance of seniors, aiming to provide a theoretical basis for health management and related policy formulation for seniors, which holds significant academic value and social significance. Methods This study constructs an ordered logit regression model to analyze the effects of physical activity on the physical health and cognitive performance of seniors, serving as the baseline model, and conducts a parallelism test to verify the model's applicability. To ensure the robustness of the results, various methods were employed for testing, including model substitution, replacement of independent and dependent variables, and the use of propensity score matching analysis. Through these methods, the marginal effects of physical activity on the physical health and cognitive performance of seniors were revealed, and further analysis was conducted on the heterogeneity of physical health and cognitive performance among different groups and regions of seniors. Results (1) Physical activity has a significant promoting effect on the physical health and cognitive performance of seniors. Seniors who engage in physical activity demonstrate markedly better physical health and cognitive abilities compared to those who do not participate in physical activity, indicating that physical activity has a positive effect on improving the physical health and cognitive performance of seniors. (2) Physical activity exhibits notable marginal effects on the physical health and cognitive performance of seniors. The probability of seniors who participate in physical activity experiencing improvements in physical health and cognitive performance significantly increases, while those who do not engage in physical activity show the opposite trend, with a decrease in the probability of improvement. (3) There is significant heterogeneity in the effects of physical activity on the physical health and cognitive performance of different senior groups. Specifically, seniors who are female, married, or living in urban areas exhibit more pronounced improvements in health and cognition after engaging in physical activity, indicating that the benefits of physical activity are particularly prominent in these groups. Discussion Seniors who participate in physical activity demonstrate significantly better physical health and cognitive abilities compared to those who do not engage in physical activity, suggesting that physical activity not only helps to delay physical aging but also effectively slows cognitive decline. Future policies should focus on enhancing the promotion and implementation of physical activity among seniors, especially within groups with differentiated needs, to advance the process of healthy aging and further enhance the overall well-being of the senior population.
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Affiliation(s)
| | - Chen Li
- School of Management, Shanghai University of Engineering Science, Shanghai, China
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Shi W, Cai Z, Ren X, Wang J, Zhou H, Chen Z. The relationship between serum uric acid and accelerated aging in middle-aged and older adults: a prospective cohort study based on CHARLS. J Nutr Health Aging 2025; 29:100488. [PMID: 39817994 DOI: 10.1016/j.jnha.2025.100488] [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: 11/21/2024] [Revised: 12/30/2024] [Accepted: 01/08/2025] [Indexed: 01/18/2025]
Abstract
OBJECTIVE This study seeks to determine the association between serum uric acid (SUA) and accelerated aging among middle-aged and older adults in China, as well as assess the relationship between SUA trajectories and the risk of accelerated aging. METHODS We utilized data from the China Health and Retirement Longitudinal Study (CHARLS), selecting middle-aged and older participants who completed follow-ups between 2011 and 2015. Biological age was estimated using the Klemera-Doubal method, and accelerated aging was determined by calculating the difference between an individual's biological age and their chronological age. Logistic regression models were employed to analyze the relationship between baseline SUA levels, their trajectories, and accelerated aging, adjusting for potential confounding factors. RESULTS A total of 3,520 middle-aged and older participants (average age 59.00 years) were included. The results indicated a significant linear positive correlation between SUA levels and the risk of accelerated aging. Compared to the group with the lowest uric acid levels, those with the highest levels had a markedly increased risk of accelerated aging (OR = 1.5, 95% CI: 1.23-1.83, P < 0.001). Further longitudinal analysis suggested that maintaining low level of SUA associated with a significant reduction in the risk of accelerated aging. CONCLUSION This study indicates that elevated SUA levels constitute a risk factor for accelerated aging in middle-aged and older adults. Maintaining SUA at a low-level help to slow down aging. These findings highlight the importance of monitoring SUA levels in this demographic, providing a scientific basis for developing interventions to delay aging.
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Affiliation(s)
- Weiyi Shi
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China
| | - Zihong Cai
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China
| | - Xiaoxu Ren
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China
| | - Juehan Wang
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China
| | - Hang Zhou
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China
| | - Zuobing Chen
- Department of Rehabilitation Medicine, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, 310003, China.
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Li X, Feng H, Chen Q. Social participation patterns and associations with subsequent cognitive function in older adults with cognitive impairment: a latent class analysis. Front Med (Lausanne) 2025; 12:1493359. [PMID: 40083340 PMCID: PMC11903710 DOI: 10.3389/fmed.2025.1493359] [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: 09/09/2024] [Accepted: 02/11/2025] [Indexed: 03/16/2025] Open
Abstract
Background Social participation (SP) has been associated with cognitive benefits among older adults; however, little is known about SP patterns and their relationships with cognitive function in cognitively impaired populations. This study aimed to identify SP patterns among cognitively impaired older individuals and evaluate their associations with subsequent cognitive function, specifically mental intactness and episodic memory. Methods Data were drawn from the China Health and Retirement Longitudinal Study (CHARLS), including 5,673 individuals aged 60 years and older with cognitive impairment from 2015 to 2018. Latent class analysis (LCA) was used to identify SP patterns, and hierarchical linear regression analyses were conducted to examine associations between these patterns and cognitive function. Results Four distinct SP patterns were identified: "Offline Social Participation Group" (Class 1), "Intellectual Social Participation Only Group" (Class 2), "Club and Volunteer Activities Group" (Class 3), and "Minimal Social Participation Group" (Class 4). The Class 4 comprised the majority (73%) and exhibited the poorest cognitive outcomes. Compared to the Class 4, Class 2 showed significant improvements in mental intactness (p < 0.001) and episodic memory (p = 0.022), while Class 3 demonstrated significant improvements in mental intactness (p = 0.032) but not episodic memory. Class 1 showed significant improvements in episodic memory (p = 0.023). Conclusion This study highlights the cognitive benefits of social participation, particularly intellectual activities, for older adults with cognitive impairment. Targeted interventions promoting SP, especially intellectual activities, are essential to mitigate cognitive decline and improve cognitive resilience in vulnerable populations.
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Affiliation(s)
| | - Haishan Feng
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Qingling Chen
- Zhongshan Hospital, Xiamen University, Xiamen, China
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Wei WX, Mao ZF, Chen ML, Meng L. The impact of chronic diseases and lifestyle on sarcopenia risk in older adults: a population-based longitudinal study. Front Med (Lausanne) 2025; 12:1500915. [PMID: 40078393 PMCID: PMC11897525 DOI: 10.3389/fmed.2025.1500915] [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: 09/24/2024] [Accepted: 02/17/2025] [Indexed: 03/14/2025] Open
Abstract
Background Sarcopenia, characterized by the gradual decline of muscle mass and strength, seriously affects the health and mobility of older adults. The purpose of this study is to investigate the risk factors for sarcopenia, particularly the relationship between chronic diseases and lifestyle factors in individuals aged 60 and over. Methods This study used data from the Longitudinal Study on Health and Retirement in China (CHARLS) collected in 2011 and 2015. All eligible participants were classified according to the standards established by the Asian Sarcopenia Working Group in 2019. The evaluation of sarcopenia was based on a comprehensive score across five dimensions: strength, assistance in walking, rise from a chair, climb stairs, and falls. A multivariate logistic regression model was employed to explore the risk factors for sarcopenia. Results The risk of sarcopenia is significantly influenced by multiple factors. Key findings include the association between past drinking and an increased risk of sarcopenia (HR = 2.198, 95% CI: 1.072-4.560, p < 0.05), indicating that individuals with a history of drinking have more than twice the risk of sarcopenia compared to non-drinkers. Chronic diseases such as stroke were also associated with a significantly elevated risk (HR = 3.137, 95% CI: 1.128-8.721, p < 0.05). Conversely, participation in social activities significantly reduced the risk of sarcopenia (HR = 0.482, 95% CI: 0.265-0.876, p < 0.05). A three-piece spline regression model revealed a nonlinear relationship between physical activity and the risk of sarcopenia, characterized by an initial decline in risk followed by an increase as physical activity levels rose. Moderate-intensity physical activity reduced the risk of sarcopenia by approximately 35% (HR ≈ 0.65). However, high-intensity physical activity led to a rebound in risk, increasing the likelihood of sarcopenia relative to moderate activity. Similarly, adequate sleep duration was associated with a reduced risk of sarcopenia, whereas excessive sleep counteracted this benefit. Conclusion The findings underscore the critical role of lifestyle modifications and balanced physical activity in mitigating the risk of sarcopenia among older adults. Implementing targeted interventions for high-risk groups is essential to reduce the incidence of sarcopenia.
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Zhang X, Ye D, Dou Q, Xie F, Zeng R, Zhu K, Zhu W, Zhu A, Chen L, Wu Y, Fan T, Peng P, Huang Y, Xiao S, Bian J, Shi M, Wang J, Zhang W. Sarcopenia, Depressive Symptoms, and Fall Risk: Insights from a National Cohort Study in the Chinese Population. Risk Manag Healthc Policy 2025; 18:593-603. [PMID: 40008027 PMCID: PMC11853770 DOI: 10.2147/rmhp.s497087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Background Previous investigations have indicated that both sarcopenia and depressive symptoms are linked to a heightened risk of falls. However, the potential synergistic effect of these conditions on fall risk remains unclear. This study aims to assess the combined influence of sarcopenia and depressive symptoms on the occurrence of falls in the Chinese population. Methods The analysis included 8,405 participants from the China Health and Retirement Longitudinal Study (CHARLS), conducted from 2011 to 2015. Sarcopenia was confirmed using the 2019 Asian Working Group for Sarcopenia (AWGS) algorithm consisting of muscle strength, appendicular skeletal muscle mass (ASM), and physical performance. ASM was calculated using the formula: 0.193 × weight (kg) + 0.107 × height (cm) - 4.157 × sex - 0.037 × age (years) - 2.631. The Center for Epidemiological Research Depression Scale was utilized to assess depressive symptoms, with a cut-off score of 12 points. Depressive sarcopenia is defined as the coexistence of sarcopenia and depression. Multiple logistic regression analyses were conducted to explore the associations among sarcopenia, depressive symptoms, and fall occurrences. Results During the four-year follow-up, 1,275 participants reported experiencing falls. A significant synergistic effect was identified between sarcopenia and depressive symptoms regarding fall risk. Compare to robust individuals, those with sarcopenia alone or depression alone had increased falls risks, but those with both conditions exhibited the highest fall risk, with adjusted odds ratios (OR) of 1.21 (95% CI 1.03, 1.42; P = 0.0174), 1.53 (95% CI 1.24, 1.88; P < 0.001), and 1.78 (95% CI 1.48, 2.15; P < 0.001), respectively. Conclusion The findings highlight a synergistic effect between sarcopenia and depressive symptoms on fall risk. This study highlights the importance of early detection and intervention for both conditions, especially in older and middle-aged individuals, to mitigate fall risk.
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Affiliation(s)
- Xiaoming Zhang
- Department of Emergency, The People’s Hospital of Baoan Shenzhen, Shenzhen, Guangdong province, People’s Republic of China
| | - Dongmei Ye
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Qingli Dou
- Department of Emergency, The People’s Hospital of Baoan Shenzhen, Shenzhen, Guangdong province, People’s Republic of China
| | - Fayi Xie
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Rui Zeng
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Ke Zhu
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Wan Zhu
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Aizhang Zhu
- School of Basic Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
- Online Collaborative Research Center for Evidence-Based Medicine Ministry of Education, Jinggangshan University Branch, Ji’an, Jiangxi Province, People’s Republic of China
| | - Lihuan Chen
- School of Chinese Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Yishan Wu
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Tenghui Fan
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Pai Peng
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Yuxu Huang
- School of Basic Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
- Online Collaborative Research Center for Evidence-Based Medicine Ministry of Education, Jinggangshan University Branch, Ji’an, Jiangxi Province, People’s Republic of China
| | - Shunrui Xiao
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Jiahui Bian
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Mengxia Shi
- School of Clinical Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
| | - Jiang Wang
- School of Basic Medicine, Jinggangshan University, Ji’an, Jiangxi Province, People’s Republic of China
- Online Collaborative Research Center for Evidence-Based Medicine Ministry of Education, Jinggangshan University Branch, Ji’an, Jiangxi Province, People’s Republic of China
| | - Wenwu Zhang
- Department of Emergency, The People’s Hospital of Baoan Shenzhen, Shenzhen, Guangdong province, People’s Republic of China
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Wei C, Zhao J, Hu R, Wei X. Association between depressive status and mild cognitive impairment in middle-aged and elderly Chinese adults from CHARLS study. Front Psychiatry 2025; 16:1516341. [PMID: 40018684 PMCID: PMC11865024 DOI: 10.3389/fpsyt.2025.1516341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 01/02/2025] [Indexed: 03/01/2025] Open
Abstract
Background The potential association between depressive status and the risk of mild cognitive impairment (MCI) remains unclear, especially in the absence of prospective evidence. This study aims to elucidate the impact of either depression score or depression on the risk of MCI using longitudinal data from the China Health and Retirement Longitudinal Study (CHARLS). Methods This prospective study included 5,766 participants from CHARLS followed from 2011 to 2015. We calculated the baseline depression score using the 10-item Center for Epidemiologic Studies Depression Scale (CESD-10) and the cognitive status score after 3 years of follow-up through four dimensions: orientation, memory, calculation, and draw. We collected baseline sociological characteristics and health-related factors as covariates, using multivariate-adjusted logistics regression models (odds ratios (OR) and 95% confidence intervals (CI)) and restricted cubic splines (RCS) to estimate the effect of depressive status on MCI risk. Results We observed 724 new cases of MCI at follow-up. Logistics regression analysis showed that participants with depression had a 58% higher risk of developing MCI than those without depression (OR = 1.58, 95%CI: 1.35-1.85), and the positive association persisted after adjusting for covariates such as sociological characteristics of the population and health-related factors (OR = 1.24, 95%CI: 1.04-1.48). We also observed a dose-response relationship between depression score and MCI risk, with participants with 11~20 and 21~30 scores having a progressively higher risk of MCI compared to participants with depression score of 0~10 (p for trend < 0.05), and a 3% increase in MCI risk for each 1-point increase in depression scores (OR = 1.03, 95%CI: 1.01-1.04). RCS analysis also showed a nonlinear association between depression score and MCI risk (p for non-linearity = 0.001), with MCI risk increasing with increasing depression score. In addition, stratified analyses based on sex, age, marital status, residence, BMI, nighttime sleep, smoking status, alcohol drinking status, baseline serological indicators, and comorbidities showed no interaction (p for interaction > 0.05) other than serum total cholesterol levels (p for interaction = 0.008). Conclusions Among middle-aged and elderly adults from CHARLS, depression is an independent risk factor for MCI, indicating that individuals with more severe depression symptoms are more likely to suffer from MCI. Early depression screening based on CESD-10 may help identify individuals at high risk of MCI, and early intervention may reduce the incidence of MCI and Alzheimer's disease, thereby reducing the social care burden of an ageing population.
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Affiliation(s)
- Caijuan Wei
- Hospice Service Unit, The First Hospital of Lanzhou University, Lanzhou, China
- The First Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Jinyu Zhao
- The First Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Rui Hu
- The First Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Xingli Wei
- The First Clinical Medical School, Lanzhou University, Lanzhou, China
- Department of Nephrology, The First Hospital of Lanzhou University, Lanzhou, China
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Ma Y, Wu X, Zhao Y, Hong W, Luan Y, Song P, Zhang B. Relationships between muscle strength, lung function, and cognitive function in Chinese middle-aged and older adults: A study based on the China health and retirement longitudinal study (CHARLS). J Formos Med Assoc 2025; 124:171-177. [PMID: 38594163 DOI: 10.1016/j.jfma.2024.04.001] [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: 08/24/2023] [Revised: 02/14/2024] [Accepted: 04/01/2024] [Indexed: 04/11/2024] Open
Abstract
OBJECTIVE As the population ages, concerns about cognitive decline have become increasingly relevant in medical consultations. This study aims to analyze the interaction between muscle strength, lung function, and cognitive function in Chinese middle-aged and older adults, providing a theoretical basis for better prevention of cognitive decline. METHODS This study used data from the China Health and Retirement Longitudinal Study (CHARLS) wave 3, including 13 716 participants aged 45 years or older. Cognitive function was assessed through two dimensions, resulting in a total score ranging from 0 to 31 points, with higher scores indicating better cognitive function. Muscle strength was measured using normalized grip strength and chair-standing time, while lung function was evaluated using peak expiratory flow (PEF). RESULTS Total cognitive function scores exhibited significant correlations with grip strength, chair-standing time, and PEF. Muscle strength and lung function demonstrated significant associations with cognitive function, with lung function emerging as a notable mediating factor. This relationship persisted even after adjusting for potential confounding variables. Specifically, PEF played a substantial mediating role in linking grip strength to cognitive function scores (estimated indirect effect = 0.0132, boot-strapped standard error = 0.0015, boot-strapped standard 95% confidence interval = 0.0104, 0.0162). Additionally, PEF served as a significant mediator in the association between chair-standing time and cognitive function scores (estimated indirect effect = -0.0204, boot-strapped standard error = 0.0023, boot-strapped standard 95% confidence interval = -0.0251, -0.0159). CONCLUSION The study highlights the importance of addressing declines in muscle strength and lung function to identify risk factors associated with cognitive function. Understanding these relationships can provide insights into potential pathways linking these variables and may aid in better prevention of cognitive decline. Further long-term longitudinal cohort studies are needed to explore the causality between these factors.
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Affiliation(s)
- Yixuan Ma
- Division of Sports Science and Physical Education, Tsinghua University, Beijing, China
| | - Xinze Wu
- Department of Internal Medicine and Rehabilitation Science, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yinjiao Zhao
- Department of Rehabilitation Medicine, Jiangwan Hospital of Shanghai, Hongkou District, Shanghai, China
| | - Weihao Hong
- Division of Sports Science and Physical Education, Tsinghua University, Beijing, China
| | - Yisheng Luan
- Division of Sports Science and Physical Education, Tsinghua University, Beijing, China
| | - Peiyu Song
- Department of Rehabilitation Medicine, Jiangwan Hospital of Shanghai, Hongkou District, Shanghai, China.
| | - Bing Zhang
- Division of Sports Science and Physical Education, Tsinghua University, Beijing, China.
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Chen S, Ou R, Wei Q, Fu J, Zhao B, Chen X, Shang H. Identification of risk factors and development of a predictive nomogram for sarcopenia in Alzheimer's disease. Alzheimers Dement 2025; 21:e14503. [PMID: 39778036 PMCID: PMC11848345 DOI: 10.1002/alz.14503] [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: 08/24/2024] [Revised: 12/03/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025]
Abstract
INTRODUCTION Sarcopenia, with its complex diagnostic process, is a likely independent predictor of poor prognosis in patients with Alzheimer's disease (AD). However, research on the clinical characteristics and biomarkers of AD patients with sarcopenia (ADSA) is limited. METHODS This study included 180 ADSA and 188 AD patients without sarcopenia (ADNSA), and evaluated demographics, cognitive function, motor capacity, emotional state, and daily living abilities. RESULTS ADSA patients were older, with worse motor and cognitive functions, more severe depression, poorer social functioning, and lower daily living abilities compared to ADNSA patients. Multivariate regression identified age, low Frailty Rating Scale (FRS) scores, low serum albumin level, and low creatinine/cystatin C ratio (CCR) as risk factors for sarcopenia. A nomogram model based on these indicators demonstrated high discriminative power and clinical utility. DISCUSSION Sarcopenia significantly affects AD patients' various functions. The nomogram model aids in the early detection of and personalized interventions for sarcopenia in AD. HIGHLIGHTS Sarcopenia is a risk factor for Alzheimer's disease (AD), and the coexistence of sarcopenia affects various functions and quality of life in patients with AD. Serum albumin and Frailty Rating Scale (FRS) scores are significantly associated with both sarcopenia and cognitive assessment indicators in AD patients with sarcopenia (ADSA). The combined sarcopenia nomogram model with indexes of age at diagnosis, creatinine/cystatin C ratio (CCR), FRS score, and albumin levels can aid in effectively identifying and personalizing interventions for sarcopenia in the AD population.
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Affiliation(s)
- Sihui Chen
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Ruwei Ou
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Qianqian Wei
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Jiajia Fu
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Bi Zhao
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Xueping Chen
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
| | - Huifang Shang
- Department of NeurologyWest China Hospital of Sichuan UniversityChengduSichuanChina
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Li S, Ren L, Hu Y, Wu Y, Jiang Y, Yu M, Kou H, Wu D, Zhou W, Liu Z, Lv F, Yao Y. Associations between housing quality and sarcopenia among older adults: evidence from China and India. J Nutr Health Aging 2025; 29:100449. [PMID: 39705748 DOI: 10.1016/j.jnha.2024.100449] [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: 08/16/2024] [Revised: 10/31/2024] [Accepted: 12/03/2024] [Indexed: 12/22/2024]
Abstract
OBJECTIVES Housing is an important social determinant of health. However, limited studies have focused on the relationship between housing quality and sarcopenia, especially in low- and middle-income countries. This study aims to examine the association between housing quality and sarcopenia in older adults in China and India. METHODS The study was based on the China Health and Retirement Longitudinal Study and Longitudinal Aging Study in India. Housing quality was evaluated by five indicators, including housing materials, water sources, sanitation facilities, main fuel for cooking, and availability of electricity. Housing quality is divided into three types: good (0-1 poor housing indicators), medium (2-3 poor housing indicators), and poor (4-5 poor housing indicators). Sarcopenia was evaluated according to the Asian Working Group for Sarcopenia (AWGS) 2019 Consensus. The logistic regression model was performed to examine the association between housing quality and sarcopenia. RESULTS The medium (OR = 1.69, 95%CI = 1.49-1.90) and poor housing quality (OR = 2.19, 95%CI = 1.89-2.54) were associated with sarcopenia in CHARLS. Similar results were also observed in the LASI with significantly higher prevalence of sarcopenia in medium (OR = 1.22, 95%CI = 1.11-1.33), and poor housing quality (OR = 1.60, 95%CI = 1.43-1.79). Moreover, we observed a linear relationship between housing quality and the prevalence of sarcopenia both in CHARLS and LASI (all P for trend <0.001). CONCLUSIONS Poorer housing quality was associated with a higher prevalence of sarcopenia in older adults in China and India. Housing quality improvement plans such as access to tap water, promotion of clean energy may have a positive effect on reducing the prevalence of sarcopenia.
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Affiliation(s)
- Shaojie Li
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Longbing Ren
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Yang Hu
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Yifei Wu
- School of Public Health, Peking University, Beijing 100191, China
| | - Yuling Jiang
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Mingzhi Yu
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Haiyan Kou
- Ultrasonic Department, The Third Medical Center of Chinese People's Liberation, Army General Hospital, Beijing, China
| | - Dudu Wu
- Ultrasonic Department, Hainan Hospital of PLA General Hospital, Hainan, China
| | - Wenjian Zhou
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Zhouwei Liu
- School of Public Health, Peking University, Beijing 100191, China; China Center for Health Development Studies, Peking University, Beijing 100191, China
| | - Faqin Lv
- Ultrasonic Department, The Third Medical Center of Chinese People's Liberation, Army General Hospital, Beijing, China.
| | - Yao Yao
- China Center for Health Development Studies, Peking University, Beijing 100191, China.
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Ge H, Yang S, Su W, Guan W, Dong S, Chang W, Jia H, Jiang S, Qin D, Ma G. The relationship between sarcopenia and mental health status in Chinese older adults: the mediating role of activities of daily living. BMC Geriatr 2025; 25:64. [PMID: 39881231 PMCID: PMC11776180 DOI: 10.1186/s12877-025-05723-0] [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: 11/13/2024] [Accepted: 01/21/2025] [Indexed: 01/31/2025] Open
Abstract
BACKGROUND Most existing studies focus on either the relationship between sarcopenia and depressive symptoms or sarcopenia and cognitive functions. Few studies have examined depressive symptoms and cognitive functions simultaneously. This study aimed to analyze the relationship between sarcopenia and both depressive symptoms and cognitive functions in the elderly by introducing activities of daily living to explore the mediating role of activities of daily living between sarcopenia and mental health. METHODS This study used data from the 2015 and 2018 China Health and Retirement Longitudinal Study, including a total of 3,552 older adults aged 60 and above. We conducted descriptive statistical analysis and correlation analysis on the data and used seemingly unrelated regression to examine the relationship between sarcopenia, depressive symptoms, and cognitive functions in older adults. Bootstrap mediation analysis was used to further explore the mediating role of activities of daily living in the relationship between sarcopenia and depressive symptoms and cognitive functions in the elderly. RESULTS After adjusting for confounding factors, sarcopenia was positively correlated with depressive symptoms (β = 0.663, p < 0.001) and negatively correlated with cognitive functions (β=-0.748, p < 0.001), indicating a negative impact of sarcopenia on mental health. Activities of daily living mediated the relationship between sarcopenia and mental health, with a stronger mediating effect between sarcopenia and depressive symptoms (18.77%, β = 0.125, 95%CI (0.035, 0.222)) than between sarcopenia and cognitive functions (12.82%, β=-0.099, 95%CI (-0.162, -0.035)). CONCLUSIONS Activities of daily living partially mediated the relationship between sarcopenia and mental health status in Chinese older adults. Interventions targeting sarcopenia and activities of daily living may be an effective way to prevent and improve the mental health status of older adults.
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Affiliation(s)
- Huaiju Ge
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Shilan Yang
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Wenyu Su
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Weimin Guan
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Shihong Dong
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Wenjing Chang
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Huiyu Jia
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Shan Jiang
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China
| | - Di Qin
- School of Bioscience and Technology, Shandong Second Medical University, Weifang, Shandong, China.
| | - Guifeng Ma
- School of Public Health, Shandong Second Medical University, Weifang, Shandong, China.
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Liao H, Liao S, Gao YJ, Wang X, Guo LH, Zheng S, Yang W, Dai YN. Near-infrared brain functional characteristics of mild cognitive impairment with sleep disorders. World J Psychiatry 2025; 15:97945. [PMID: 39831016 PMCID: PMC11684213 DOI: 10.5498/wjp.v15.i1.97945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 09/08/2024] [Accepted: 10/28/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Mild cognitive impairment (MCI) has a high risk of progression to Alzheimer's disease. The disease is often accompanied by sleep disorders, and whether sleep disorders have an effect on brain function in patients with MCI is unclear. AIM To explore the near-infrared brain function characteristics of MCI with sleep disorders. METHODS A total of 120 patients with MCI (MCI group) and 50 healthy subjects (control group) were selected. All subjects underwent the functional near-infrared spectroscopy test. Collect baseline data, Mini-Mental State Examination, Montreal Cognitive Assessment scale, fatigue severity scale (FSS) score, sleep parameter, and oxyhemoglobin (Oxy-Hb) concentration and peak time of functional near-infrared spectroscopy test during the task period. The relationship between Oxy-Hb concentration and related indexes was analyzed by Pearson or Spearmen correlation. RESULTS Compared with the control group, the FSS score of the MCI group was higher (t = 11.310), and the scores of Pittsburgh sleep quality index, sleep time, sleep efficiency, nocturnal sleep disturbance, and daytime dysfunction were higher (Z = -10.518, -10.368, -9.035, -10.661, -10.088). Subjective sleep quality and total sleep time scores were lower (Z = -11.592, -9.924). The sleep efficiency of the MCI group was lower, and the awakening frequency, rem sleep latency period, total sleep time, and oxygen desaturation index were higher (t = 5.969, 5.829, 2.887, 3.003, 5.937). The Oxy-Hb concentration at T0, T1, and T2 in the MCI group was lower (t = 14.940, 11.280, 5.721), and the peak time was higher (t = 18.800, 13.350, 9.827). In MCI patients, the concentration of Oxy-Hb during T0 was negatively correlated with the scores of Pittsburgh sleep quality index, sleep time, total sleep time, and sleep efficiency (r = -0.611, -0.388, -0.563, -0.356). It was positively correlated with sleep efficiency and total sleep time (r = 0.754, 0.650), and negatively correlated with oxygen desaturation index (r = -0.561) and FSS score (r = -0.526). All comparisons were P < 0.05. CONCLUSION Patients with MCI and sleep disorders have lower near-infrared brain function than normal people, which is related to sleep quality. Clinically, a comprehensive assessment of the near-infrared brain function of patients should be carried out to guide targeted treatment and improve curative effect.
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Affiliation(s)
- Heng Liao
- Sleep Psychosomatic Medicine Center, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Sha Liao
- Department of Integrated Chinese and Western Medicine, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Yu-Jiao Gao
- Department of Orthopaedics, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Xi Wang
- Sleep Psychosomatic Medicine Center, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Li-Hong Guo
- Sleep Psychosomatic Medicine Center, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Su Zheng
- Sleep Psychosomatic Medicine Center, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Wu Yang
- Department of Rehabilitation, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
| | - Yi-Nan Dai
- Sleep Psychosomatic Medicine Center, Taihe Hospital of Shiyan City, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei Province, China
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Qi YM, Li HT, Chang SM, Hu SJ, Du SC, Liu CD, Chu YQ, Rui YF. Sarcopenia is a risk factor for postoperative delirium in geriatric hip fracture patients: a retrospective study. Front Med (Lausanne) 2025; 11:1526240. [PMID: 39835112 PMCID: PMC11743499 DOI: 10.3389/fmed.2024.1526240] [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: 11/12/2024] [Accepted: 12/16/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND Various factors contribute to postoperative delirium (POD) in elderly patients undergoing hip fracture surgeries. Sarcopenia was defined as the progressive loss of skeletal muscle mass and strength associated with aging. The aim of this study was to explore the prevalence of POD and sarcopenia in geriatric patients undergoing hip fracture surgeries and to investigate the correlation between preoperative sarcopenia and POD. METHODS After applying specific inclusion and exclusion criteria, the information of 234 patients were retrospectively collected. POD was screened for with 4A's Test and diagnosed with DSM-5 criteria. The incidences of POD and sarcopenia were calculated. The demographic and perioperative features as well as comorbidities of delirious and non-delirious patients were analyzed and the risk factors analysis for POD in elderly hip fracture patients were conducted through univariate analysis and multivariate regression analysis. RESULTS 48.7% patients were diagnosed of POD, 78.95% of which were females. The average age of delirious and non-delirious patients were 84.75 years and 80.63 years, respectively. The incidence of sarcopenia was 41.02% for all the included patients with 60.53% for delirious patients and 20.55% for non-delirious patients. Results of univariate analysis showed that sarcopenia (OR:5.281, 95%CI 2.988-9.337, p = 0.000), age increase per year (OR:1.128, 95CI 1.070-1.190, p = 0.000), operation duration increase (OR:1.017, 95%CI 1.004-1.030, p = 0.011), intertrochanteric fracture (OR:2.571, 95%CI 1.517-4.358, p = 0.000), dementia (OR: 6.029, 95%CI 2.532-14.359, p = 0.000), ASA > 2 (OR: 6.955, 95%CI 3.461-13.976, p = 0.000), coronary heart disease (OR: 2.201, 95%CI 1.257-3.854, p = 0.006), renal insufficiency (OR: 2.215, 95%CI 1.187-4.133, p = 0.012) and COPD (OR: 2.554, 95%CI 1.414-4.615, p = 0.002) were risk factors for POD. Results of multivariate analysis identified sarcopenia (OR: 2.457, 95% CI 1.226-4.923, p = 0.011), ASA > 2 (OR: 3.968, 95% CI 1.805-8.722, p = 0.001), dementia (OR: 3.912, 95% CI 1.390-11.014, p = 0.010) and coronary heart disease (OR: 2.176, 95% CI 1.044-4.538, p = 0.038) as independent risk factors for POD in geriatric hip fracture patients. CONCLUSION The incidences of POD and sarcopenia in geriatric hip fracture patients are high. Sarcopenia is an independent risk factor for POD in geriatric hip fracture patients.
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Affiliation(s)
- Yi-Ming Qi
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hao-Tao Li
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shi-Min Chang
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Sun-Jun Hu
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shou-Chao Du
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Chen-Dong Liu
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yong-Qian Chu
- Department of Orthopaedic Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yun-Feng Rui
- Department of Orthopaedics, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
- Orthopaedic Trauma Institute (OTI), School of Medicine, Southeast University, Nanjing, China
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Li D, Wang Y, Guo S, Ren Z, Su B, Zhang L, Talifu Z, Zheng X. Association of handgrip strength asymmetry and weakness with intrinsic capacity impairment among older adults in China. Exp Gerontol 2025; 199:112656. [PMID: 39672282 DOI: 10.1016/j.exger.2024.112656] [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: 10/28/2024] [Revised: 11/29/2024] [Accepted: 12/10/2024] [Indexed: 12/15/2024]
Abstract
BACKGROUND Declining intrinsic capacity (IC) significantly impacts health outcomes in aging populations. While weak handgrip strength (HGS) is associated with IC impairment, the role of HGS asymmetry remains unclear, especially among older Chinese cohorts. METHODS We included participants aged ≥60 years from the 2015 wave of the China Health and Retirement Longitudinal Study (CHARLS). IC was evaluated across cognitive, locomotion, psychological, sensory, and vitality domains. Asymmetry and weakness were measured using the maximum value of HGS. Logistic regression models were employed to examine the association of the individual and combined groupings of HGS asymmetry and weakness with IC impairment (a total score ≥ 2 across five domains). The potential non-linear relationship was explored using a restricted cubic spline (RCS) model. RESULTS Of the 4798 participants included (median age 66.0 years, IQR 63.0-71.0 years; 56.9 % male), 35.2 % had IC impairment. HGS asymmetry (OR = 1.26, 95 % CI: 1.11-1.43) and weakness (OR = 2.09, 95 % CI: 1.78-2.45) were both independent risk factors for IC impairment. Notably, participants experiencing both HGS asymmetry and weakness were at even higher risk of IC impairment (OR = 2.47, 95 % CI: 1.99-3.08), suggesting compounded effects on IC. Further subgroup analysis showed significant associations between HGS status and impairments in specific IC domains, particularly in locomotion. In contrast to other domains, it was the Weakness only group, rather than the Both group, that had the highest risk of vitality impairment. There was a U-shaped relationship between HGS asymmetry and IC impairment. CONCLUSIONS HGS asymmetry and weakness were associated with an increased risk of composite and individual domain IC impairment. Assessing and maintaining HGS symmetry and strength may have implications for the early identification of individuals at risk for IC impairment and the prevention of related adverse health outcomes.
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Affiliation(s)
- Decheng Li
- Department of Population Health and Aging Science, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, No.31, Road 3rd, Bei-Ji-Ge, Dongcheng District, Beijing 100730, China
| | - Yunhe Wang
- Nuffield Department of Population Health, University of Oxford, Oxford, UK.
| | - Shuai Guo
- Department of Population Health and Aging Science, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, No.31, Road 3rd, Bei-Ji-Ge, Dongcheng District, Beijing 100730, China
| | - Ziyang Ren
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China; Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, China
| | - Binbin Su
- Department of Population Health and Aging Science, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, No.31, Road 3rd, Bei-Ji-Ge, Dongcheng District, Beijing 100730, China
| | - Lichuan Zhang
- School of Nursing, Hebei University, Baoding, Hebei 071002, China
| | - Zuliyaer Talifu
- Department of Population Health and Aging Science, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, No.31, Road 3rd, Bei-Ji-Ge, Dongcheng District, Beijing 100730, China.
| | - Xiaoying Zheng
- Department of Population Health and Aging Science, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences/Peking Union Medical College, No.31, Road 3rd, Bei-Ji-Ge, Dongcheng District, Beijing 100730, China.
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Yogesh M, Dave A, Kagathara J, Gandhi R, Lakkad D. Prevalence of Sarcopenia and Its Association with Mental Health Status in Elderly Patients: A Comparative Cross-sectional Study. J Midlife Health 2025; 16:51-59. [PMID: 40330242 PMCID: PMC12052283 DOI: 10.4103/jmh.jmh_154_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 10/22/2024] [Accepted: 12/02/2024] [Indexed: 05/08/2025] Open
Abstract
Background Sarcopenia, characterized by loss of muscle mass and function, is a significant health concern in aging populations. While its physical consequences are well-documented, the relationship between sarcopenia and mental health remains understudied. This study aimed to investigate the prevalence of sarcopenia and its association with mental health status, including depression, cognitive function, anxiety, and loneliness, among elderly patients. Methodology A comparative cross-sectional study was conducted on 407 participants aged ≥65. Sarcopenia was diagnosed using the modified Asian Working Group for Sarcopenia criteria. Mental health was assessed using validated scales: the 15-item Geriatric Depression Scale, the Mini-Mental State Examination, the 7-item Generalized Anxiety Disorder Scale, and the 3-item UCLA Loneliness Scale (UCLA-3). Logistic regression models were used to examine associations between sarcopenia and mental health outcomes. Results The prevalence of sarcopenia was 49.9% (95% confidence interval [CI]: 45.0%-54.8%), with higher rates in older age groups and women. After adjusting for confounders, sarcopenia was significantly associated with depression (odds ratio [OR]: 2.28, 95% CI: 1.51-3.44, P < 0.001) and cognitive impairment (OR: 1.86, 95% CI: 1.17-2.96, P = 0.009). Associations with anxiety (OR: 1.49, 95% CI: 0.93-2.38, P = 0.095) and loneliness (OR: 1.52, 95% CI: 1.00-2.31, P = 0.049) were observed but did not reach statistical significance. Conclusion Sarcopenia is highly prevalent among elderly patients and is independently associated with adverse mental health outcomes, particularly depression and cognitive impairment. These findings underscore the importance of integrated physical and mental health interventions in the care of older adults with sarcopenia.
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Affiliation(s)
- M Yogesh
- Department of Community Medicine, Shri MP Shah Medical College, Jamnagar, India
| | - Anjali Dave
- Department of Community Medicine, Shri MP Shah Medical College, Jamnagar, India
| | - Jimmy Kagathara
- Department of Community Medicine, Smt B K Shah Medical Institute and Research Centre, Sumandeep Vidyapeeth Deemed to be University, Piparia, Vadodara, Gujarat, India
| | - Rohankumar Gandhi
- Department of Community Medicine, Shri MP Shah Medical College, Jamnagar, India
| | - Dhruv Lakkad
- Medical Student, Shri MP Shah Medical College, Jamnagar, India
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Li Y, Zhang ZW. Association between C-reactive protein and sarcopenia: The National Health and Nutrition Examination Survey. Medicine (Baltimore) 2024; 103:e41052. [PMID: 39969369 PMCID: PMC11687994 DOI: 10.1097/md.0000000000041052] [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: 05/09/2024] [Accepted: 12/04/2024] [Indexed: 02/20/2025] Open
Abstract
C-reactive protein (CRP), a clinical biomarker, is frequently used to evaluate the inflammatory status of the body. However, the association between CRP levels and sarcopenia among the general adult population in the USA is unknown. This study focused on assessing whether CRP levels were associated with sarcopenia. This cross-sectional study collected adult data of adults from the 2015 to 2018 National Health and Nutrition Examination Survey. Four-extremity total muscle mass was used to evaluate sarcopenia (appendicular lean mass). In addition, dual-energy X-ray absorptiometry was adopted to measure appendicular lean mass. The CRP levels were used to assess inflammation status. Odds ratios (OR) and 95% confidence intervals (95% CI) were determined using multivariable logistic regression to analyze the association between CRP levels and sarcopenia. A multivariable-adjusted restricted cubic spline model was built to plot OR curves at 4 knots. Among the 3710 participants involved in this study (average age, 39.4 [11.54] years; 1801 [48.5%] men), 352 (9.5%) displayed characteristics of sarcopenia, while 3358 (90.5%) did not. Compared with participates in the lowest quartile (Q1) of CRP level (Q1; ≤0.08 to ≤0.7), those in the highest quartile (Q4; ≤4.3 to ≤188.5) had an adjusted OR for sarcopenia of 2.74 (95% CI, 1.65-4.57; P < .001). Based on the multivariable restricted cubic spline model, CRP levels showed a nonlinear association with sarcopenia (P < .001). The adjusted OR of sarcopenia of 1.86 (95% CI, 1.37-2.51; P < .001) was determined by 2 piecewise regression models for those having the CRP level of 1.8. Based on subgroup analysis, CRP levels were related to sarcopenia in males (OR, 1.03; 95% CI, 1-1.05) and individuals aged <50 years (OR, 1.03; 95% CI, 1.01-1.05), drinking (OR, 1.02; 95% CI, 1-1.03), and body mass index ≥ 25 kg/m2 (OR, 1.02; 95% CI, 1-1.03). Our results indicated that CRP levels showed a nonlinear correlation with sarcopenia among adults in the US.
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Affiliation(s)
- Yang Li
- Department of Orthopedic Surgery, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China
- Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, Hubei, China
- Hubei Provincial Institute of Traditional Chinese Medicine, Wuhan, Hubei, China
- Hubei Key Laboratory of Theory and Application Research of Liver and Kidney in Traditional Chinese Medicine (Hubei Province Hospital of Traditional Chinese Medicine)
| | - Zhi-Wen Zhang
- Department of Orthopedic Surgery, Affiliated Hospital of Hubei University of Chinese Medicine, Wuhan, Hubei, China
- Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, Hubei, China
- Hubei Provincial Institute of Traditional Chinese Medicine, Wuhan, Hubei, China
- Hubei Key Laboratory of Theory and Application Research of Liver and Kidney in Traditional Chinese Medicine (Hubei Province Hospital of Traditional Chinese Medicine)
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Ikeda K, Tanaka K, Tajima S, Takakura T, Sugihara M, Ono K. Dizziness and unstable gait in the older adults are associated with vestibular hypofunction, muscle dysfunction and sleep disturbance: impact on prevention of accidental falls. BMC Geriatr 2024; 24:1042. [PMID: 39731063 DOI: 10.1186/s12877-024-05620-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 12/09/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND Dizziness and unstable gait with resultant falls are common symptoms among the older adults. Most of studies have focused on statistical analysis regarding single factor related to dizziness and unstable gait. On the other hand, there are very few comprehensive studies using a large number of patients except several review papers. METHODS We retrospectively analyzed a total of 164 aged patients with dizziness and unstable gait. The patients underwent description of the Japanese version of the Dizziness Handicap Inventory (DHI), measurements of vestibular function, handgrip muscle strength, physical performance, height-adjusted appendicular skeletal muscle mass, and vitamin B1 and B12, a full-night polysomnography study, cognition test and visual test. RESULTS Average age was 80.5 ± 6.1 years and ranged from 59 to 91 years. Forty-eight were males and 116 females. Three causative factors, namely vestibular hypofunction, muscle dysfunction and sleep disturbance, were independently and combinedly associated with dizziness and unstable gait in over 93% of the patients. Patients with higher scores defined by these three causative factors had higher scores of DHI. 23% of the patients showed vitamin B1 and/or B12 deficiency, which was highly associated with sarcopenia/frailty. Cognitive and visual impairment were recognized in 4.9% and 5.0%, respectively. CONCLUSION Dizziness and unstable gait were mainly associated with vestibular hypofunction, muscle dysfunction and sleep disturbance. In addition, vitamin B1 and B12 deficiency, and cognitive and visual impairment secondarily contribute to dizziness and unstable gait. Appropriate selection of treatment according to the underlying causes would prevent accidental falls among the older adults.
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Affiliation(s)
- Katsuhisa Ikeda
- Department of Otorhinolaryngology, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3-3-20, Koto-ku, Tokyo, 136-0075, Japan.
| | - Kumiko Tanaka
- Department of Otorhinolaryngology, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3-3-20, Koto-ku, Tokyo, 136-0075, Japan
| | - Shori Tajima
- Department of Otorhinolaryngology, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3-3-20, Koto-ku, Tokyo, 136-0075, Japan
| | - Tomokazu Takakura
- Department of Rehabilitation, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3-3-20, Koto-ku, Tokyo, 136-0075, Japan
| | - Masami Sugihara
- Department of Clinical Laboratory, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3- 3-20, Koto-ku, Tokyo, 136-0075, Japan
| | - Koichi Ono
- Department of Ophthalmology, Juntendo Tokyo Koto Geriatric Medical Center, Shinsuna 3-3- 20, Koto-ku, Tokyo, 136-0075, Japan
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Yuan S, Zhao Y, Gao W, Zhao S, Liu R, Ahmad B, Li H, Shi Y, Wang L, Han C. Interaction effects of exposure to air pollution and social activities on cognitive function in middle-aged and older Chinese adults based on a nationwide cohort study. BMC Public Health 2024; 24:3564. [PMID: 39716146 DOI: 10.1186/s12889-024-21107-2] [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: 06/03/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND Although there have been many studies on the relationship between ambient air pollution and cognitive functioning in developed countries, there are no studies focusing on the interaction between ambient air pollution and social activities. This study aims to examine interactive effects of ambient air pollution and social activities on cognitive function in Chinese middle-aged and older. METHODS This study used nationally representative longitudinal survey data of China Health and Retirement Longitudinal Study (CHARLS) 2013, 2015 and 2018. The study explored the additive interaction effects of air pollutants and social activities on cognitive function in middle-aged and older adults by constructing mixed linear regression analyses containing interaction terms, as well as constructing additive interaction analyses with dummy variables containing four unordered categories that were partitioned according to median. In addition, the study further explored the interaction between air pollution and different types of social activities through an interaction term between air pollution and different types of social activities. RESULTS In the model fully adjusted for covariates such as age, sex, region, we found significant coefficients on the interaction term between PM2.5, O3 and social activities on cognitive function (PM2.5, β = -0.018, 95%CI: -0.029, -0.006; O3, β = 0.017, 95%CI: 0.007, 0.027). In the interaction analysis by constructing dummy variables, we found a significant antagonistic effect between PM2.5 and social activities (SI = 0.730, 95%CI: 0.674, 0.785), a possible antagonistic effect between NO2 and social activities (SI = 0.697, 95%CI: 0.648, 0.747), and a possible synergistic effect between O3 and social activities (SI = 1.769, 95%CI: 0.648, 0.747). In addition, the study found significant interactions between simple interaction, leisure and recreational, and intellectual participation social activities and air pollution. CONCLUSION Our study demonstrated an antagonistic effect of PM2.5 and social activities on cognitive function in middle-aged and older Chinese adults.
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Affiliation(s)
- Shijia Yuan
- School of Public Health, Binzhou Medical University, Yantai, 264003, Shandong, China
| | - Yang Zhao
- School of Health Management, Binzhou Medical University, Yantai, 264003, Shandong, China
- Health Services & Systems Research, Duke-NUS Medical School, National University of Singapore, Singapore, 169857, Singapore
- The George Institute for Global Health, University of New South Wales, Sydney, NSW, Australia
| | - Wenhui Gao
- School of Public Health, Binzhou Medical University, Yantai, 264003, Shandong, China
| | - Surong Zhao
- School of Public Health, Binzhou Medical University, Yantai, 264003, Shandong, China
| | - Ronghang Liu
- School of Public Health, Binzhou Medical University, Yantai, 264003, Shandong, China
| | - Bilal Ahmad
- Henan University of Chinese Medicine, Zhengzhou, 450046, Henan, China
| | - Hongyu Li
- Binzhou Polytechnic, Binzhou, 256603, Shandong, China
| | - Yukun Shi
- Binzhou Polytechnic, Binzhou, 256603, Shandong, China
| | - Luyang Wang
- Zhangdian Center for Disease Control and Prevention, Zibo, 255000, Shandong, China
| | - Chunlei Han
- School of Public Health, Binzhou Medical University, Yantai, 264003, Shandong, China.
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Kang Y, Tang Y, Kong W, Zhu T, Chen G. Causality of genetically determined glucosamine supplementation on cognition and sarcopenia: a Mendelian randomization study. Front Endocrinol (Lausanne) 2024; 15:1404308. [PMID: 39764251 PMCID: PMC11700805 DOI: 10.3389/fendo.2024.1404308] [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: 03/20/2024] [Accepted: 12/05/2024] [Indexed: 03/17/2025] Open
Abstract
BACKGROUND Evidence indicates a negative link between glucosamine and age-related cognitive decline and sarcopenia. However, the causal relationship remains uncertain. This study aims to verify whether glucosamine is causally associated with cognitive function and sarcopenia. METHOD Forty-eight genetic variants linked to glucosamine use were extracted from the MRC-IEU consortium. Besides, we gathered cognition proxy indicators [cognitive performance and fluid intelligence score (FIS)], and sarcopenia-related indicators, namely, appendicular lean mass (ALM), whole body fat-free mass (WBFM), low hand grip strength, facial aging (FA), moderate to vigorous physical activity levels, usual walking pace and DNA methylation GrimAge acceleration from the large publicly available genome-wide association studies. Initially, Mendelian randomization (MR) analyses were conducted to ascertain the causal impact of glucosamine on cognition and sarcopenia-related traits. Subsequently, the two-step MR and multivariable MR (MVMR) were employed to examine whether any mediators causally mediated the observed associations. RESULT MR analysis indicated that glucosamine was associated with increased cognitive performance (p = 8.46E-04), FIS (p = 7.50E-04), ALM (p = 6.45E-08), WBFM (p = 1.97E-03), usual walking pace (p = 2.55E-07), and moderate to vigorous physical activity levels (p = 3.29E-03), but associated with decreased FA risk (p = 3.77E-05) and DNA methylation GrimAge acceleration (p = 0.001). However, there were no significant causal associations between glucosamine and low hand grip strength. Multivariable MR showed that glucosamine continued to have a significant effect on cognitive performance, FIS, ALM, WBFM, usual walking pace, and moderate to vigorous physical activity levels after controlling for osteoarthritis (OA) and body mass index (BMI) (p < 0.05). We further found that C-reactive protein levels (CRP) may mediate the association of glucosamine and ALM, WBFM, usual walking pace, and physical activity (p < 0.05), and basal metabolic rate (BMR) may mediate the association of glucosamine and cognitive performance, FIS, ALM, WBFM, and usual walking pace (p < 0.05). CONCLUSION Regular glucosamine use enhances cognitive function and postpones sarcopenia for preserving the functional capacities necessary, and the impact of glucosamine on cognition and sarcopenia could be partially attributed to the mediation of BMR and CRP.
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Affiliation(s)
- Yi Kang
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Yidan Tang
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Weishuang Kong
- Department of Surgery, Xuanwei Hospital of Traditional Chinese Medicine, Xuanwei, China
| | - Tao Zhu
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Guo Chen
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- Laboratory of Anesthesia and Critical Care Medicine, National-Local Joint Engineering Research Centre of Translational Medicine of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
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Xu G, Zhou M, Wang J, Mao D, Sun W. The effect of sensory manipulation on the static balance control and prefrontal cortex activation in older adults with mild cognitive impairment: a functional near-infrared spectroscopy (fNIRS) study. BMC Geriatr 2024; 24:1020. [PMID: 39702053 DOI: 10.1186/s12877-024-05624-8] [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: 09/05/2024] [Accepted: 12/10/2024] [Indexed: 12/21/2024] Open
Abstract
BACKGROUND This study aimed to investigate the modulatory role of prefrontal cortex (PFC) activity in older adults with mild cognitive impairment (MCI) when sensory cues were removed or presented inaccurately (i.e., increased sensory complexity) during sensory manipulation of a balance task. The research sheds light on the neural regulatory mechanisms of the brain related to balance control in individuals with MCI. METHODS 21 older adults with MCI (male/female: 9/12, age: 71.19 ± 3.36 years) were recruited as the experimental group and 19 healthy older adults (male/female: 10/9, age: 70.16 ± 4.54 years) as the control group. Participants were required to perform balance tests under four standing conditions: standing on a solid surface with eyes open, standing on a foam surface with eyes open, standing on a solid surface with eyes closed, and standing on a foam surface with eyes closed. Functional Near-Infrared Spectroscopy (fNIRS) and force measuring platform are used to collect hemodynamic signals of the PFC and center of pressure (COP) data during the balance task, respectively. RESULTS Under the eyes open condition, significant Group*Surface interaction effects were found in the mean velocity of the COP (MVELO), the mean velocity in the medial-lateral (ML) direction (MVELOml) and the 95% confidence ellipse area of the COP (95%AREA-CE). Additionally, significant Group*Surface interaction effect was found in the left orbitofrontal cortex (L-OFC). The significant group effects were detected for three ROI regions, namely the left ventrolateral prefrontal cortex (L-VLPFC), the left dorsolateral prefrontal cortex (L-DLPFC), the right dorsolateral prefrontal cortex (R-DLPFC). Under the eyes closed condition, the significant Group*Surface interaction effects were found in root mean square (RMS), the RMS in the ML direction (RMSml) and the 95%AREA-CE. Additionally, significant group effects were detected for five ROI regions, namely R-VLPFC, the left frontopolar cortex (L-FPC), L-DLPFC, R-DLPFC and R-OFC. CONCLUSION Our study emphasizes the role of the PFC in maintaining standing balance control among older adults with MCI, particularly during complex sensory conditions, and provides direct evidence for the role of the PFC during balance control of a clinically relevant measure of balance. TRIAL REGISTRATION ChiCTR2100044221, 12/03/2021.
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Affiliation(s)
- Guocai Xu
- College of Sports and Health, Shandong Sport University, Jinan, Shandong, China
| | - Mian Zhou
- Rehabilitation Medicine Department, Weishan People's Hospital, Jining, Shandong, China
| | - Jiangna Wang
- College of Sports and Health, Shandong Sport University, Jinan, Shandong, China
| | - Dewei Mao
- Division of Physical Education, The Chinese University of Hong Kong, Shenzhen, China
| | - Wei Sun
- College of Sports and Health, Shandong Sport University, Jinan, Shandong, China.
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