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Integration of multiple omics reveals key targets and cellular mechanisms for intervention in sarcopenia 多组学的整合揭示了肌少症干预的关键靶点和细胞机制
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-06 DOI: 10.1016/j.archger.2025.106113
Zhu Zhu , Wenji Wang , Qi Zhang , Xiao Bi , Shaojun Ma , Yue Shen , Feng Ding

Background

Sarcopenia, an age-related syndrome characterized by progressive loss of muscle mass, strength, and function, presents a significant global health burden with limited therapeutic interventions. This study integrates genomic causality, multi-tissue omics, and cellular mediation analyses to identify and prioritize mechanistically grounded therapeutic targets.

Methods

A multi-tiered analytical framework was applied, beginning with two-sample Mendelian randomization (MR) to infer causal relationships between 4907 plasma proteins (cis-pQTLs from 35,559 individuals) and sarcopenia traits in Pan-UK Biobank participants. Bayesian colocalization and transcriptomic validation in human sarcopenia muscle biopsies were employed to prioritize targets. Cellular mediation analysis quantified contributions of immune and stromal cell subtypes to protein-trait pathways using transcriptomic deconvolution.

Results

MR identified 1237 plasma proteins causally associated with sarcopenia traits, with six targets (HGFAC, GATM, HMOX2, F2, LMAN2L, HPGDS) validated through colocalization, transcriptomic expression, and sarcopenia-related dysregulation. Cellular mediation revealed immune mechanisms underlying HGFAC’s effects, with CD4+ regulatory T cells mediating 3.49 % of its impact on sarcopenia traits. Prothrombin exhibited muscle-protective effects independent of coagulation.

Conclusion

This study establishes a causal map linking plasma proteins to sarcopenia through immune-stromal interactions. The integration of MR, multi-omics validation, and cellular mediation prioritizes six proteins as actionable targets, supporting repurposing of thrombin inhibitors and development of immunometabolic therapies. The framework bridges genomic causality with cellular pathophysiology, advancing precision strategies for age-related muscle decline.
骨骼肌减少症是一种以肌肉质量、力量和功能的进行性丧失为特征的年龄相关综合征,是一种严重的全球健康负担,治疗干预措施有限。本研究整合了基因组因果关系、多组织组学和细胞中介分析,以确定和优先考虑机制基础的治疗靶点。方法采用多层分析框架,从两样本孟德尔随机化(MR)开始,推断来自35,559人的4907种血浆蛋白(顺式pqtl)与Pan-UK Biobank参与者的肌肉减少症特征之间的因果关系。贝叶斯共定位和转录组验证在人类肌肉减少症肌肉活检被用来优先目标。细胞中介分析量化免疫和基质细胞亚型对蛋白质-性状途径的贡献,使用转录组反褶积。结果smr共鉴定出1237个与肌少症相关的血浆蛋白,通过共定位、转录组表达和肌少症相关失调验证了6个靶点(HGFAC、GATM、HMOX2、F2、LMAN2L、HPGDS)。细胞介导揭示了HGFAC作用背后的免疫机制,CD4+调节性T细胞介导了3.49%的其对肌肉减少症特征的影响。凝血酶原表现出独立于凝血的肌肉保护作用。结论本研究通过免疫基质相互作用建立了血浆蛋白与肌肉减少症的因果关系图。MR、多组学验证和细胞介导的整合优先选择了6种蛋白作为可操作的靶点,支持凝血酶抑制剂的再利用和免疫代谢疗法的发展。该框架将基因组因果关系与细胞病理生理学联系起来,推进与年龄相关的肌肉衰退的精确策略。
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引用次数: 0
Associations between intrinsic capacity transitions and incident cardiovascular disease among middle-aged and older adults 中老年人内在能力转换与心血管疾病发病率之间的关系
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-04 DOI: 10.1016/j.archger.2025.106111
Shuanglong Hou , Yi Pan , Jing Luo , Rui Liu , Xueqiang Wang

Background

Emerging evidence suggests that intrinsic capacity (IC) impairments are potential predictors of cardiovascular disease (CVD), yet the impact of longitudinal IC transitions on CVD risk remain incompletely elucidated. This study investigates associations between short-term IC transitions and subsequent incident CVD to address this gap.

Methods

Data were derived from the China Health and Retirement Longitudinal Study (CHARLS). Seven biomarkers encompassing five IC domains were evaluated, and IC was categorized as high, moderate, and low levels based on total domain scores. IC transitions were evaluated using baseline and 2-year follow-up data. CVD was defined as self-reported physician-diagnosed heart disease or stroke. Cox proportional hazards models were employed to estimate the associations between IC transitions and incident CVD.

Results

Among 5190 eligible participants, 1072 (20.7 %) developed incident CVD. Compared with stable high IC, participants with high baseline IC who declined to moderate (HR 1.34, 95 % CI 1.05–1.71) or low IC (HR 1.61, 95 % CI 1.16–2.22) exhibited elevated risks of incident CVD. Similarly, increased CVD risks were observed in participants who declined from high to moderate IC compared with those stable moderate IC (HR 1.32, 95 % CI 1.04–1.69). In contrast, participants with low baseline IC who improved to high IC showed decreased risks of incident CVD relative to those with stable low IC (HR 0.55, 95 % CI 0.38–0.76).

Conclusion

Dynamic transitions in IC are associated with distinct CVD risks. IC decline is linked to a significantly elevated risk, whereas IC improvement correlates with a reduced risk.
背景:越来越多的证据表明,内在能力(IC)损伤是心血管疾病(CVD)的潜在预测因素,但纵向IC转换对CVD风险的影响仍未完全阐明。本研究调查了短期IC转变与随后发生的心血管疾病之间的关系,以解决这一差距。方法数据来源于中国健康与退休纵向研究(CHARLS)。包括5个IC域的7个生物标志物被评估,并根据IC的总域得分将IC分为高、中、低水平。使用基线和2年随访数据评估IC转移。心血管疾病被定义为自我报告的医生诊断的心脏病或中风。采用Cox比例风险模型来估计IC转换与事件CVD之间的关联。结果在5190名符合条件的参与者中,1072名(20.7%)发生心血管疾病。与稳定的高IC相比,基线IC高的参与者下降到中度(HR 1.34, 95% CI 1.05-1.71)或低IC (HR 1.61, 95% CI 1.16-2.22)时,心血管疾病发生的风险增加。同样,与稳定的中度IC相比,从高IC降至中度IC的参与者心血管疾病风险增加(HR 1.32, 95% CI 1.04-1.69)。相比之下,低基线IC改善到高IC的参与者与稳定低IC的参与者相比,CVD发生风险降低(HR 0.55, 95% CI 0.38-0.76)。结论IC的动态转变与不同的CVD风险相关。IC下降与风险显著升高有关,而IC改善与风险降低有关。
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引用次数: 0
Longitudinal association between pulmonary function and incident cognitive decline : Results of the SONIC cohort study 肺功能与偶发性认知衰退之间的纵向关联:SONIC队列研究的结果。
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-30 DOI: 10.1016/j.archger.2025.106109
Yuka Tachibana , Keigo Kobayashi , Mai Kabayama , Michiko Kido , Yuya Akagi , Hiroshi Akasaka , Yoshio Iwashima , Saori Yasumoto , Yukie Masui , Kazunori Ikebe , Takumi Hirata , Yasumichi Arai , Yasuyuki Gondo , Koichi Yamamoto , Kei Kamide
Reduced pulmonary function may contribute to cognitive decline in older adults; however, few longitudinal studies adjust for frailty, lifestyle, and comorbidities. This study examined whether baseline spirometry predicts 3-year cognitive decline in community-dwelling older Japanese adults. Data were derived from the SONIC Study, a longitudinal cohort of older Japanese adults. This 3-year follow-up included community-dwelling adults in their 70 s and 80 s, stratified by age and sex. Baseline and follow-up assessed anthropometry, physical frailty indicators (grip strength and gait speed), cognition (Montreal Cognitive Assessment, Japanese version [MoCA-J]) and pulmonary function (percent vital capacity [%VC], percent forced vital capacity [%FVC], percent forced expiratory volume in one second [%FEV₁], forced expiratory volume in one second / forced vital capacity ratio [FEV₁/FVC], and percent peak expiratory flow [%PEF]). Associations with mild cognitive decline were examined using logistic regression, adjusted for comorbidities, health behaviors, and frailty. Most pulmonary function measures markedly decreased over 3 years, whereas the FEV₁/FVC ratio remained stable. MoCA-J scores markedly declined among adults in their 80 s but remained stable in those in their 70 s. Reduced %PEF was markedly associated with cognitive decline only in participants in their 70 s, in males and females. Additionally, reduced FEV₁/FVC ratio was associated with increased cognitive decline in females in their 70 s. No significant associations were found in participants in their 80 s. In older adults, declines in %PEF and FEV₁/FVC ratio increased cognitive decline in the 70 s age group, with sex differences noted. Simple pulmonary measures may help identify those at risk.
肺功能下降可能导致老年人认知能力下降;然而,很少有纵向研究对虚弱、生活方式和合并症进行调整。本研究考察了基线肺活量测定是否能预测日本社区老年人3年的认知能力下降。数据来自SONIC研究,这是一项针对日本老年人的纵向队列研究。这项为期3年的随访包括了70多岁和80多岁的社区居民,按年龄和性别分层。基线和随访评估了人体测量、身体虚弱指标(握力和步态速度)、认知(蒙特利尔认知评估,日文版[MoCA-J])和肺功能(肺活量百分比[%VC]、用力肺活量百分比[%FVC]、一秒钟用力呼气量百分比[%FEV 1]、用力呼气量/用力肺活量比[FEV 1 /FVC]和呼气峰值流量百分比[%PEF])。使用逻辑回归检查与轻度认知能力下降的关系,调整合并症、健康行为和虚弱。大多数肺功能指标在3年内显著下降,而FEV 1 /FVC比率保持稳定。在80多岁的成年人中,MoCA-J得分明显下降,但在70多岁的成年人中保持稳定。PEF的减少仅在70多岁的男性和女性参与者中与认知能力下降显著相关。此外,FEV 1 /FVC比率的降低与70多岁女性认知能力下降的加剧有关。在80多岁的参与者中没有发现明显的关联。在老年人中,PEF %和FEV 1 /FVC比率的下降加剧了70多岁年龄组的认知能力下降,并存在性别差异。简单的肺部测量可以帮助识别那些有危险的人。
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引用次数: 0
Identifying multi-dimensional health clusters associated with high hospitalization burden among middle-aged and older adults in China: A 10-Year cohort study 识别中国中老年人群中与高住院负担相关的多维健康集群:一项10年队列研究
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-29 DOI: 10.1016/j.archger.2025.106110
Jiaman Liao , Yaoting Su , Xueliang Huang , Yiheng Li , Hao Huang , Yiqiang Zhan

Objective

To identify and characterize health subtypes among middle-aged and older adults in China, and test if individuals in high-burden subtypes experience greater hospitalization over time.

Methods

This cohort study utilized data from the China Health and Retirement Longitudinal Study (CHARLS), a nationally representative survey of adults aged ≥45 years, covering five waves (2011–2020). K-means clustering was applied to seven baseline indicators—functional disability, chronic conditions, neuropsychological vulnerability composite (NVC), unhealthy behaviors, social resources composite (SRC), and prior-year hospitalization—to identify distinct health subtypes. The optimal number of clusters was determined using the elbow method and average silhouette width, and cluster stability was assessed via bootstrap resampling with the adjusted Rand index. Associations between the identified subtypes and subsequent hospitalization burden were examined using generalized estimating equation (GEE) models.

Results

The analysis included 16,710 participants (mean age, 59.4 years; 51.2 % female). Two health subtypes were identified: high-burden (27.1 %) and low-burden (72.9 %). The high-burden group showed worse health across all indicators and had significantly higher hospitalization rates. GEE models showed that the low-burden group had fewer hospitalization days (β = –0.34; P < .001) and lower costs (β = –2,336; P < .001). Age and education were significant factors (P < .001).

Conclusions

Greater functional disability, more chronic diseases, higher NVC, unhealthy behaviors, and lower SRC were significantly associated with a higher hospitalization burden. These findings underscore the importance of subtype-based stratification for designing targeted interventions in older adults.
目的:确定和描述中国中老年人群的健康亚型,并测试高负担亚型的个体是否会随着时间的推移而住院治疗。方法:本队列研究利用了中国健康与退休纵向研究(CHARLS)的数据,CHARLS是一项具有全国代表性的年龄≥45岁的成年人调查,涵盖了5个阶段(2011-2020)。采用K-means聚类分析7个基线指标——功能障碍、慢性疾病、神经心理脆弱性复合(NVC)、不健康行为、社会资源复合(SRC)和前一年住院情况——以识别不同的健康亚型。采用肘形法和平均轮廓宽度确定最佳聚类数量,并利用调整后的Rand指数进行自举重采样,评估聚类稳定性。使用广义估计方程(GEE)模型检验确定的亚型与随后住院负担之间的关系。结果:分析包括16,710名参与者(平均年龄59.4岁,51.2%为女性)。确定了两种健康亚型:高负担(27.1%)和低负担(72.9%)。高负担组在所有指标上都表现出更差的健康状况,住院率也明显更高。GEE模型显示,低负担组住院天数较少(β = -0.34; P < .001),费用较低(β = -2,336; P < .001)。年龄、文化程度是影响因素(P < 0.001)。结论:更严重的功能障碍、更多的慢性疾病、更高的NVC、不健康行为和更低的SRC与更高的住院负担显著相关。这些发现强调了基于亚型的分层对于设计针对老年人的干预措施的重要性。
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引用次数: 0
Benefit of home-based virtual reality aerobic exercise combined with resistance training for reversing sarcopenia and reducing depression in community-dwelling older adults with sarcopenia: a randomized control trial 基于家庭的虚拟现实有氧运动结合阻力训练对社区居住的老年肌肉减少症患者逆转肌肉减少症和减少抑郁症的益处:一项随机对照试验
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-29 DOI: 10.1016/j.archger.2025.106108
Kornanong Yuenyongchaiwat , Chanakan Chitjamnogchai , Natsinee Sermsinsaithong , Wararat Tavonudomgit , Lucksanaporn Mahawong , Sasipa Buranapuntalug , Preeyaphorn Songsorn , Chusak Thanawattano

Background

Sarcopenia is a growing concern owing to an aging global population. Older people with depression are at risk for sarcopenia and vice versa. Although physical exercise is key in preventing and managing sarcopenia, virtual reality (VR)-based exercises have emerged as an engaging alternative that may also alleviate depressive symptoms and enhance quality of life in older adults. However, the effects of VR exercise on depression in individuals with sarcopenia who are at higher risk of both physical decline and psychological distress remain underexplored.

Objective

This study aimed to explore the benefits of home-based VR aerobic exercise combined with resistance training for reversing sarcopenia and depression in community-dwelling older adults with sarcopenia.

Methods

This blinded randomized controlled trial enrolled 46 community-dwelling older adults with sarcopenia (37 females and 9 males); they were categorized into the home-based VR (n = 23) group receiving non-immersive VR aerobic exercise combined with a resistance program and the control group (CG) receiving self-care education (CG; n = 23). The VR program combined aerobic and resistance exercises, performed three times weekly for 12 weeks. Sarcopenia risk indicators, including gait speed, handgrip strength, skeletal muscle mass index (SMI), and depression scores, were examined before and after the intervention. A two-way mixed repeated-measures analysis of variance was performed.

Results

The VR group showed significant improvements in depressive symptoms (F(1,44)=51.80, p< 0.001), SMI (F(1,44) =28.07, p< 0.001), handgrip strength (F(1,44) = 66.74, p< 0.001, np2=0.599), and gait speed (F(1,44)=0.67, p< 0.001), whereas the CG showed reduced SMI (F(1,44) =7.55, p= 0.009) and handgrip strength F(1,44) =14.99, p< 0.001).

Conclusions

Home-based VR aerobic exercise combined with resistance training improves muscle mass, muscle strength, and physical performance and reduces depression in older adults with sarcopenia. Thus, it may be applied to effectively prevent or reverse sarcopenia and decrease depression among older adults.

Trial registration

The Thai Clinical Trials Registry is TCTR20231005004.
背景:由于全球人口老龄化,肌肉减少症日益受到关注。患有抑郁症的老年人有患肌肉减少症的风险,反之亦然。尽管体育锻炼是预防和控制肌肉减少症的关键,但基于虚拟现实(VR)的锻炼已经成为一种引人入胜的替代方案,也可能缓解抑郁症状并提高老年人的生活质量。然而,VR运动对肌肉减少症患者抑郁的影响仍未得到充分研究,这些患者身体衰退和心理困扰的风险更高。目的:本研究旨在探讨家庭VR有氧运动结合阻力训练对社区居住的老年肌肉减少症患者逆转肌肉减少症和抑郁症的益处。方法:这项盲法随机对照试验招募了46名社区居住的老年肌肉减少症患者(37名女性和9名男性);他们被分为以家庭为基础的VR组(n = 23),接受非沉浸式VR有氧运动结合阻力计划,对照组(CG)接受自我保健教育(CG, n = 23)。VR项目结合了有氧运动和阻力运动,每周进行三次,持续12周。在干预前后检查骨骼肌减少症的风险指标,包括步态速度、握力、骨骼肌质量指数(SMI)和抑郁评分。进行双向混合重复测量方差分析。结果:VR组抑郁症状(F(1,44)=51.80, p< 0.001)、SMI (F(1,44)= 28.07, p< 0.001)、握力(F(1,44)= 66.74, p< 0.001, np2=0.599)、步速(F(1,44)=0.67, p< 0.001)显著改善,而CG组SMI (F(1,44)= 7.55, p= 0.009)和握力F(1,44)= 14.99, p< 0.001)显著降低。结论:基于家庭的VR有氧运动结合阻力训练可以改善老年肌肉减少症患者的肌肉质量、肌肉力量和身体表现,并减少抑郁。因此,它可以有效地预防或逆转肌肉减少症,减少老年人的抑郁症。试验注册:泰国临床试验注册中心编号为TCTR20231005004。
{"title":"Benefit of home-based virtual reality aerobic exercise combined with resistance training for reversing sarcopenia and reducing depression in community-dwelling older adults with sarcopenia: a randomized control trial","authors":"Kornanong Yuenyongchaiwat ,&nbsp;Chanakan Chitjamnogchai ,&nbsp;Natsinee Sermsinsaithong ,&nbsp;Wararat Tavonudomgit ,&nbsp;Lucksanaporn Mahawong ,&nbsp;Sasipa Buranapuntalug ,&nbsp;Preeyaphorn Songsorn ,&nbsp;Chusak Thanawattano","doi":"10.1016/j.archger.2025.106108","DOIUrl":"10.1016/j.archger.2025.106108","url":null,"abstract":"<div><h3>Background</h3><div>Sarcopenia is a growing concern owing to an aging global population. Older people with depression are at risk for sarcopenia and vice versa. Although physical exercise is key in preventing and managing sarcopenia, virtual reality (VR)-based exercises have emerged as an engaging alternative that may also alleviate depressive symptoms and enhance quality of life in older adults. However, the effects of VR exercise on depression in individuals with sarcopenia who are at higher risk of both physical decline and psychological distress remain underexplored.</div></div><div><h3>Objective</h3><div>This study aimed to explore the benefits of home-based VR aerobic exercise combined with resistance training for reversing sarcopenia and depression in community-dwelling older adults with sarcopenia.</div></div><div><h3>Methods</h3><div>This blinded randomized controlled trial enrolled 46 community-dwelling older adults with sarcopenia (37 females and 9 males); they were categorized into the home-based VR (<em>n</em> = 23) group receiving non-immersive VR aerobic exercise combined with a resistance program and the control group (CG) receiving self-care education (CG; <em>n</em> = 23). The VR program combined aerobic and resistance exercises, performed three times weekly for 12 weeks. Sarcopenia risk indicators, including gait speed, handgrip strength, skeletal muscle mass index (SMI), and depression scores, were examined before and after the intervention. A two-way mixed repeated-measures analysis of variance was performed.</div></div><div><h3>Results</h3><div>The VR group showed significant improvements in depressive symptoms (F(1,44)=51.80, <em>p</em>&lt; 0.001), SMI (F(1,44) =28.07, <em>p</em>&lt; 0.001), handgrip strength (F(1,44) = 66.74, <em>p</em>&lt; 0.001, np<sup>2</sup>=0.599), and gait speed (F(1,44)=0.67, <em>p</em>&lt; 0.001), whereas the CG showed reduced SMI (F(1,44) =7.55, <em>p</em>= 0.009) and handgrip strength F(1,44) =14.99, <em>p</em>&lt; 0.001).</div></div><div><h3>Conclusions</h3><div>Home-based VR aerobic exercise combined with resistance training improves muscle mass, muscle strength, and physical performance and reduces depression in older adults with sarcopenia. Thus, it may be applied to effectively prevent or reverse sarcopenia and decrease depression among older adults.</div></div><div><h3>Trial registration</h3><div>The Thai Clinical Trials Registry is TCTR20231005004.</div></div>","PeriodicalId":8306,"journal":{"name":"Archives of gerontology and geriatrics","volume":"142 ","pages":"Article 106108"},"PeriodicalIF":3.8,"publicationDate":"2025-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145673039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Changes of multidimensional frailty among older adults during 2010–2023: A systematic review and cross-temporal meta-analysis 2010-2023年老年人多维虚弱的变化:系统回顾和跨时间荟萃分析
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-26 DOI: 10.1016/j.archger.2025.106092
Huanle Liu , Bin Chen , Xianying Lu , Shi Chen , Huan Chen , Xinyu Chen , Dingxi Bai , Xiaohui Dong , Shirui Tang , Jingyang Wang , Chaoming Hou , Jing Gao

Objective

This study aimed to explore the changing trend of multidimensional frailty among the elderly from 2010 to 2023 and its relationship with social changes.

Study design

This is a cross-temporal meta-analysis study.

Methods

From the establishment of each database to October 2024, eight databases were systematically searched, including PubMed, Web of Science, Embase, CINAHL, China National Knowledge Infrastructure (CNKI), China Science and Technology Journal Database (VIP), Wanfang Database, and SinoMed Database. Two researchers independently screened the studies and extracted the data. Data analysis was conducted using SPSS version 26.0 through correlation analysis and linear regression.

Results

96 studies involving 79,810 individuals were ultimately included. The results showed an increasing trend in multidimensional frailty in older adults over time (β= 0.088 to 0.225, all p-values <0.05), and the effect size d varied between 0.23 and 0.7. The predicted mean TFI total score increased from 5.49 in 2010 to 7.21 in 2023. Subgroup analyses showed a more pronounced increasing trend in the levels of multidimensional frailty in older adults in females (β=0.135), and that levels of multidimensional frailty in older adults in community-based (d = 0.55) and institutionalized settings (d=-0.53) were more strongly affected by the year, whereas hospital-sourced older adults (d = 0.39) were less affected. The level of multidimensional frailty among older adults in Asia has declined (β=-0.015), while Europe showed an upward trend (β=0.077). Meanwhile, lagged analyses showed that the correlations between multidimensional frailty scores and the three types of social indicators (economic status, social support, and health care) were mostly significantly positive.

Conclusions

Between 2010 and 2023, multidimensional frailty in the elderly showed an upward trend, as well as economic status, social support, and medical care were associated with the rising level of multidimensional frailty in the elderly. Future research should integrate individual-level health management with macro-level social and economic policies, considering factors such as gender, region, and sample source, to develop personalized intervention programs that effectively enhance the overall health and well-being of older adults.
目的:探讨2010 - 2023年老年人多维脆弱性的变化趋势及其与社会变迁的关系。研究设计:这是一项跨时间元分析研究。方法:从各数据库建立至2024年10月,系统检索PubMed、Web of Science、Embase、CINAHL、中国知网(CNKI)、中国科技期刊库(VIP)、万方数据库、中国医学信息数据库等8个数据库。两名研究人员独立筛选研究并提取数据。数据分析采用SPSS 26.0版本,通过相关分析和线性回归。结果:最终纳入96项研究,涉及79,810人。结论:2010 - 2023年,老年人多维脆弱性呈上升趋势,经济地位、社会支持和医疗服务与老年人多维脆弱性水平上升有关。未来的研究应将个体层面的健康管理与宏观层面的社会经济政策相结合,考虑性别、地区、样本来源等因素,制定个性化的干预方案,有效提高老年人的整体健康和福祉。
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引用次数: 0
Latent transition of social participation and its relationship with frailty among older adults with chronic non-communicable diseases in China: A national longitudinal study 中国老年慢性非传染性疾病患者社会参与的潜在转变及其与虚弱的关系:一项全国性的纵向研究
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-25 DOI: 10.1016/j.archger.2025.106091
Zitong Gao , Haihong Qin , Tong Yue , Ye Li , Miao Huo

Objective

Older adults’ social participation is associated with frailty, but the transition patterns and their relationship with frailty remain unclear. This longitudinal study aims to explore the latent classes and transition patterns of social participation in older adults with chronic non-communicable diseases and to assess their relationship with subsequent frailty.

Method

The data set from the China Health and Retirement Longitudinal Study (CHARLS) in 2018 (T1) and 2020 (T2) was analyzed, including 4793 older adults. Latent profile analyses (LPA) and latent transition analyses (LTA) were employed to identify latent classes and the transition probabilities of social participation at T1 and T2. The ANCOVA was employed to examine the frailty index at T2 was compared across transition patterns.

Results

The LPA results supported a 4-class model labeled as inactive group, voluntary group, social interaction group, and omni-engaged group. The probability of transition from the other groups to the inactive group was significant (33.3 %, 53.8 %, 54.4 %). Age, residence, marital status, and other demographic characteristics can significantly impact transition patterns. However, after controlling for baseline frailty and other covariates, transition patterns were not significantly associated with T2 frailty levels.

Conclusion

The short-term (two-year) effect of qualitative shifts in social participation on frailty may be limited when pre-existing health status is accounted for. Future interventions should prioritize sustained engagement and investigate the longer-term effects of both qualitative and quantitative changes in social participation.
目的老年人的社会参与与脆弱性相关,但其转变模式及其与脆弱性的关系尚不清楚。本纵向研究旨在探讨慢性非传染性疾病老年人社会参与的潜在类别和过渡模式,并评估其与随后虚弱的关系。方法对2018年(T1)和2020年(T2)中国健康与退休纵向研究(CHARLS)的数据集进行分析,共纳入4793名老年人。采用潜在特征分析(LPA)和潜在转移分析(LTA)确定T1和T2社会参与的潜在类别和转移概率。采用方差分析(ANCOVA)检验T2时的脆性指数,比较不同过渡模式的脆性指数。结果LPA结果支持不活跃组、自愿组、社会互动组和全面参与组4类模型。从其他组过渡到不活跃组的概率显著(33.3%,53.8%,54.4%)。年龄、居住地、婚姻状况和其他人口统计学特征可以显著影响过渡模式。然而,在控制基线虚弱和其他协变量后,过渡模式与T2虚弱水平没有显著相关。结论社会参与的质变对脆弱的短期(2年)影响可能有限,如果考虑到先前的健康状况。未来的干预措施应优先考虑持续参与,并调查社会参与的质量和数量变化的长期影响。
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引用次数: 0
Mortality prediction among older people in primary care: a comparison of predictive performance of the frailty index with regression-based and machine learning models 初级保健老年人的死亡率预测:衰弱指数与基于回归和机器学习模型的预测性能比较
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-24 DOI: 10.1016/j.archger.2025.106096
Collin JC Exmann , Karlijn J Joling , Robert Verheij , Iris van der Heide , Hein PJ van Hout , Emiel O Hoogendijk

Introduction

The frailty index is widely used to identify vulnerable individuals at risk of adverse outcomes like mortality. However, its predictive performance compared to other mortality prediction models, especially in subpopulations like people with dementia, is not well known. This study aimed to compare frailty index’s performance with regression-based and machine learning models for predicting mortality among community-dwelling older adults, and to test performance in a dementia subgroup.

Methods

We selected 355,958 community-dwelling adults aged 60 years and older from primary care with electronic health records (EHR) linked to mortality registrations. We developed one- and five-year mortality prediction models using a 36-item frailty index and compared discrimination and calibration of a regression model including the frailty index with two types of regression models and two types of machine learning models using single health deficits as predictors. Lastly, we evaluated the models’ performance in 6394 persons with dementia.

Results

The frailty index model showed moderate performance with an AUC-ROC of 0.793 and 0.804 for one- and five-year mortality. The other models, using the single deficits as predictors, reached higher AUC-ROCs up to 0.828 and 0.824, with good calibration. Overall, the models performed worse in the dementia subgroup, with AUC-ROCs between 0.678 and 0.704.

Discussion

Regression-based and machine learning prediction models using single frailty deficits outperform the frailty index in predicting one- and five-year mortality. However, these models can be more complex and less interpretable. We found lower performance for people with dementia, suggesting the models are less applicable in this subpopulation.
脆弱指数被广泛用于识别有死亡等不良后果风险的脆弱个体。然而,与其他死亡率预测模型相比,特别是在痴呆症患者等亚群体中,其预测性能尚不清楚。本研究旨在将衰弱指数的表现与基于回归和机器学习的模型进行比较,以预测社区居住老年人的死亡率,并测试痴呆亚组的表现。方法我们选择了355,958名60岁及以上的社区居民,他们来自初级保健机构,拥有与死亡登记相关的电子健康记录(EHR)。我们使用36项脆弱指数建立了1年和5年死亡率预测模型,并将包括脆弱指数在内的回归模型的判别和校准与两种回归模型和两种使用单一健康缺陷作为预测因子的机器学习模型进行了比较。最后,我们在6394名痴呆症患者中评估了模型的性能。结果虚弱指数模型表现一般,1年和5年死亡率AUC-ROC分别为0.793和0.804。其他使用单一赤字作为预测因子的模型的auc - roc更高,分别达到0.828和0.824,具有良好的校准。总体而言,这些模型在痴呆亚组中的表现较差,auc - roc在0.678至0.704之间。基于回归和机器学习的预测模型使用单一虚弱缺陷在预测1年和5年死亡率方面优于虚弱指数。然而,这些模型可能更复杂,可解释性更差。我们发现痴呆症患者的表现较差,这表明这些模型在这一人群中不太适用。
{"title":"Mortality prediction among older people in primary care: a comparison of predictive performance of the frailty index with regression-based and machine learning models","authors":"Collin JC Exmann ,&nbsp;Karlijn J Joling ,&nbsp;Robert Verheij ,&nbsp;Iris van der Heide ,&nbsp;Hein PJ van Hout ,&nbsp;Emiel O Hoogendijk","doi":"10.1016/j.archger.2025.106096","DOIUrl":"10.1016/j.archger.2025.106096","url":null,"abstract":"<div><h3>Introduction</h3><div>The frailty index is widely used to identify vulnerable individuals at risk of adverse outcomes like mortality. However, its predictive performance compared to other mortality prediction models, especially in subpopulations like people with dementia, is not well known. This study aimed to compare frailty index’s performance with regression-based and machine learning models for predicting mortality among community-dwelling older adults, and to test performance in a dementia subgroup.</div></div><div><h3>Methods</h3><div>We selected 355,958 community-dwelling adults aged 60 years and older from primary care with electronic health records (EHR) linked to mortality registrations. We developed one- and five-year mortality prediction models using a 36-item frailty index and compared discrimination and calibration of a regression model including the frailty index with two types of regression models and two types of machine learning models using single health deficits as predictors. Lastly, we evaluated the models’ performance in 6394 persons with dementia.</div></div><div><h3>Results</h3><div>The frailty index model showed moderate performance with an AUC-ROC of 0.793 and 0.804 for one- and five-year mortality. The other models, using the single deficits as predictors, reached higher AUC-ROCs up to 0.828 and 0.824, with good calibration. Overall, the models performed worse in the dementia subgroup, with AUC-ROCs between 0.678 and 0.704.</div></div><div><h3>Discussion</h3><div>Regression-based and machine learning prediction models using single frailty deficits outperform the frailty index in predicting one- and five-year mortality. However, these models can be more complex and less interpretable. We found lower performance for people with dementia, suggesting the models are less applicable in this subpopulation.</div></div>","PeriodicalId":8306,"journal":{"name":"Archives of gerontology and geriatrics","volume":"142 ","pages":"Article 106096"},"PeriodicalIF":3.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145622345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Timing of daily physical activity and onset of depressive symptoms: A longitudinal cohort study of community-dwelling older adults 每日体力活动的时间和抑郁症状的发作:一项对社区居住老年人的纵向队列研究
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-24 DOI: 10.1016/j.archger.2025.106095
Masanori Morikawa , Kenji Harada , Chiharu Nishijima , Kazuya Fujii , Daisuke Kakita , Takuto Okuya , Kazuki Soma , Yukari Yamashiro , Naoto Takayanagi , Motoki Sudo , Hiroyuki Shimada

Background

Late-life depression is a major public-health concern. Although physical activity is protective, the longitudinal association of physical-activity timing on depressive-symptom onset in older adults remains unclear. We examined the association of physical activity timing with depressive symptoms in older adults.

Methods

This study included 2542 community-dwelling adults aged ≥60 years from the NCGG-SGS cohort who were free of depressive symptoms at baseline. Physical activity was measured using an accelerometer and summarized in three-hour intervals. Functional principal component analysis classified participants into early and late active groups. Depressive symptoms (GDS score ≥5) were assessed after 26.4 months. Risk differences were estimated using inverse probability and overlap weighting, adjusting for demographic, health, and lifestyle factors.

Results

Depressive symptoms developed in 14.7% of participants. The late active group (activity peak in the afternoon) had a lower incidence (10.1%) than the early active group (16.1%). After inverse probability weighting, the risk difference was −3.9% (95% CI: −7.0% to −0.8%, P= 0.009). After overlap weighting, the risk difference was −3.5% (95% CI: −6.6% to −0.4%, P= 0.011). Subgroup analyses showed consistent results across age, sex, and activity levels.

Conclusions

A late active pattern was associated with a reduced risk of depressive symptoms in older adults. Timing of daily activity should be considered in depression-prevention strategies.
背景:晚年抑郁症是一个主要的公共卫生问题。尽管体力活动具有保护作用,但体力活动时间与老年人抑郁症状发作的纵向关联尚不清楚。我们研究了老年人体力活动时间与抑郁症状的关系。方法本研究纳入2542名来自NCGG-SGS队列、年龄≥60岁、基线时无抑郁症状的社区居住成年人。用加速度计测量身体活动,每隔三小时汇总一次。功能主成分分析将参与者分为早运动组和晚运动组。26.4个月后评估抑郁症状(GDS评分≥5)。使用逆概率和重叠加权来估计风险差异,并根据人口统计学、健康和生活方式因素进行调整。结果14.7%的参与者出现抑郁症状。晚活动组(活动高峰在下午)的发病率(10.1%)低于早活动组(16.1%)。逆概率加权后,风险差异为- 3.9% (95% CI: - 7.0% ~ - 0.8%, P= 0.009)。重叠加权后,风险差异为- 3.5% (95% CI: - 6.6%至- 0.4%,P= 0.011)。亚组分析显示,不同年龄、性别和活动水平的结果一致。结论晚期活动模式与老年人抑郁症状风险降低有关。在预防抑郁症的策略中,应该考虑日常活动的时间。
{"title":"Timing of daily physical activity and onset of depressive symptoms: A longitudinal cohort study of community-dwelling older adults","authors":"Masanori Morikawa ,&nbsp;Kenji Harada ,&nbsp;Chiharu Nishijima ,&nbsp;Kazuya Fujii ,&nbsp;Daisuke Kakita ,&nbsp;Takuto Okuya ,&nbsp;Kazuki Soma ,&nbsp;Yukari Yamashiro ,&nbsp;Naoto Takayanagi ,&nbsp;Motoki Sudo ,&nbsp;Hiroyuki Shimada","doi":"10.1016/j.archger.2025.106095","DOIUrl":"10.1016/j.archger.2025.106095","url":null,"abstract":"<div><h3>Background</h3><div>Late-life depression is a major public-health concern. Although physical activity is protective, the longitudinal association of physical-activity timing on depressive-symptom onset in older adults remains unclear. We examined the association of physical activity timing with depressive symptoms in older adults.</div></div><div><h3>Methods</h3><div>This study included 2542 community-dwelling adults aged ≥60 years from the NCGG-SGS cohort who were free of depressive symptoms at baseline. Physical activity was measured using an accelerometer and summarized in three-hour intervals. Functional principal component analysis classified participants into early and late active groups. Depressive symptoms (GDS score ≥5) were assessed after 26.4 months. Risk differences were estimated using inverse probability and overlap weighting, adjusting for demographic, health, and lifestyle factors.</div></div><div><h3>Results</h3><div>Depressive symptoms developed in 14.7% of participants. The late active group (activity peak in the afternoon) had a lower incidence (10.1%) than the early active group (16.1%). After inverse probability weighting, the risk difference was −3.9% (95% CI: −7.0% to −0.8%, <em>P</em>= 0.009). After overlap weighting, the risk difference was −3.5% (95% CI: −6.6% to −0.4%, <em>P</em>= 0.011). Subgroup analyses showed consistent results across age, sex, and activity levels.</div></div><div><h3>Conclusions</h3><div>A late active pattern was associated with a reduced risk of depressive symptoms in older adults. Timing of daily activity should be considered in depression-prevention strategies.</div></div>","PeriodicalId":8306,"journal":{"name":"Archives of gerontology and geriatrics","volume":"142 ","pages":"Article 106095"},"PeriodicalIF":3.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145622346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trajectory of depressive symptom before and after incident hearing loss: A 24-year population-based longitudinal cohort study 听力损失前后抑郁症状的发展轨迹:一项24年基于人群的纵向队列研究
IF 3.8 3区 医学 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-11-24 DOI: 10.1016/j.archger.2025.106090
Qin Li , Haohong Lai , Juntao Wu , Haidi Yang

Background

Although hearing loss (HL) is a known risk factor for depressive symptoms, how depressive symptoms progress after its onset remains insufficiently explored. This study aimed to explore whether incident HL is associated with an acute increase and a sustained progress in depressive symptoms, after accounting for pre-HL depressive trajectories.

Methods

Using longitudinal data from the Health and Retirement Study (1998–2022), depressive symptoms were assessed biennially using the 8-item Center for Epidemiologic Studies Depression Scale (CES-D). Linear mixed-effects models were employed to estimate acute changes at the time of HL onset and the annual rate of change in depressive symptoms post-HL, while adjusting for pre-HL trajectories and baseline covariates.

Results

Among 11,099 participants (mean age 64.8 years), 3024 developed incident HL over a mean follow-up of 15.7 years. Prior to HL onset, the annual increase in depressive symptoms did not differ significantly between those who developed HL and those who remained free of HL. Following HL onset, a significant acute increase in depressive symptoms was observed (β = 0.234; 95 % CI: 0.184 to 0.283). Additionally, there was a sustained acceleration in the annual rate of increase in depressive symptoms post-HL (β = 0.013/year; 95 % CI: 0.005 to 0.022).

Conclusions

Incident HL is associated with an immediate increase and a long-term progress in depressive symptoms, independent of pre-onset trajectories. These findings highlight HL as a preventable risk factor for late-life depressive symptoms and underscore the importance of early detection and intervention for hearing to mitigate depressive symptom risk in aging populations.
虽然听力损失(HL)是已知的抑郁症状的危险因素,但抑郁症状在发病后如何发展仍未充分探讨。本研究旨在探讨在考虑HL前抑郁轨迹后,HL事件是否与抑郁症状的急性加重和持续进展相关。方法利用健康与退休研究(1998-2022)的纵向数据,采用8项流行病学研究中心抑郁量表(CES-D)每两年评估一次抑郁症状。采用线性混合效应模型来估计HL发病时的急性变化和HL后抑郁症状的年变化率,同时调整HL前的轨迹和基线协变量。结果在11,099名参与者(平均年龄64.8岁)中,3024人在平均15.7年的随访中发生了HL事件。在HL发病前,患HL者和未患HL者抑郁症状的年增长率没有显著差异。HL发病后,观察到抑郁症状显著急性加重(β = 0.234; 95% CI: 0.184 ~ 0.283)。此外,hl后抑郁症状的年增长率持续加速(β = 0.013/年;95% CI: 0.005至0.022)。结论:HL与抑郁症状的立即增加和长期进展相关,独立于发病前的发展轨迹。这些发现强调了HL是一个可预防的老年抑郁症状风险因素,并强调了早期发现和干预听力对于减轻老年人群抑郁症状风险的重要性。
{"title":"Trajectory of depressive symptom before and after incident hearing loss: A 24-year population-based longitudinal cohort study","authors":"Qin Li ,&nbsp;Haohong Lai ,&nbsp;Juntao Wu ,&nbsp;Haidi Yang","doi":"10.1016/j.archger.2025.106090","DOIUrl":"10.1016/j.archger.2025.106090","url":null,"abstract":"<div><h3>Background</h3><div>Although hearing loss (HL) is a known risk factor for depressive symptoms, how depressive symptoms progress after its onset remains insufficiently explored. This study aimed to explore whether incident HL is associated with an acute increase and a sustained progress in depressive symptoms, after accounting for pre-HL depressive trajectories.</div></div><div><h3>Methods</h3><div>Using longitudinal data from the Health and Retirement Study (1998–2022), depressive symptoms were assessed biennially using the 8-item Center for Epidemiologic Studies Depression Scale (CES-D). Linear mixed-effects models were employed to estimate acute changes at the time of HL onset and the annual rate of change in depressive symptoms post-HL, while adjusting for pre-HL trajectories and baseline covariates.</div></div><div><h3>Results</h3><div>Among 11,099 participants (mean age 64.8 years), 3024 developed incident HL over a mean follow-up of 15.7 years. Prior to HL onset, the annual increase in depressive symptoms did not differ significantly between those who developed HL and those who remained free of HL. Following HL onset, a significant acute increase in depressive symptoms was observed (β = 0.234; 95 % CI: 0.184 to 0.283). Additionally, there was a sustained acceleration in the annual rate of increase in depressive symptoms post-HL (β = 0.013/year; 95 % CI: 0.005 to 0.022).</div></div><div><h3>Conclusions</h3><div>Incident HL is associated with an immediate increase and a long-term progress in depressive symptoms, independent of pre-onset trajectories. These findings highlight HL as a preventable risk factor for late-life depressive symptoms and underscore the importance of early detection and intervention for hearing to mitigate depressive symptom risk in aging populations.</div></div>","PeriodicalId":8306,"journal":{"name":"Archives of gerontology and geriatrics","volume":"142 ","pages":"Article 106090"},"PeriodicalIF":3.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145622344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Archives of gerontology and geriatrics
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