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Linking single-cell multiomics with GWAS to reveal key regulators of disease risk 将单细胞多组学与GWAS联系起来,揭示疾病风险的关键调节因子。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2026-01-02 DOI: 10.1038/s43587-025-01047-1
We developed scMORE (single-cell multiomics regulon enrichment), a computational framework that integrates single-cell multiomics with genome-wide association study summary statistics to identify transcription factor–chromatin–gene regulatory networks (eRegulons) that underlie complex diseases. Applying scMORE to 31 traits (including Parkinson’s disease), we investigated immune- and aging-associated eRegulons, and revealed how genetic variants shape cell-type-specific regulatory programs.
我们开发了scMORE(单细胞多组学调控富集),这是一个将单细胞多组学与全基因组关联研究汇总统计相结合的计算框架,用于鉴定复杂疾病背后的转录因子-染色质-基因调控网络(eRegulons)。将scMORE应用于31个特征(包括帕金森病),我们研究了免疫和衰老相关的eRegulons,并揭示了遗传变异如何塑造细胞类型特异性调控程序。
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引用次数: 0
Cancer-cell-secreted DDAH1 induces TGF-β1/Smad3 signaling pathway to promote fibrosis and aging in lung 癌细胞分泌的DDAH1诱导TGF-β1/Smad3信号通路促进肺纤维化和衰老。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-24 DOI: 10.1038/s43587-025-01024-8
Liu Liu, Qianyue Wang, Meng Chen, Haifeng Zhou, Xu Li, Ziqi Yuan, Yong Hu, Chaoqun Wang, Xiaohui Zhang, Sheng Hu, Xiaoting Wu, Meixin Li, Juanjuan Li, Aijun Chen, Wei Yan
Lung aging is a multifactorial series of molecular alterations that leads to gradual deterioration of lung function and increased vulnerability to cancer. Tumor communicates with host organs partially through extracellular vesicles; however, the mechanistic drivers and consequences of lung aging in the context of cancer remain unclear. Here we identify cancer cell-secreted dimethylarginine dimethylaminohydrolase-1 (DDAH1) protein induces citrulline accumulation and promotes lung fibrosis and aging. Mechanistically, our single-cell sequencing and genetic knockout mice evidence that citrulline availability elevation inhibits peptidyl arginine deiminase 4-mediated transforming growth factor-β1 (TGF-β1) citrullination, thereby inducing the TGF-β1/Smad3 signaling pathway in lung fibroblasts. Notably, vacuolar protein sorting assists the packaging of DDAH1 into the late endosomes. The administration of DDAH1 inhibitor reduces fibrosis and alleviates lung aging. Conclusively, our findings reveal tumor-derived DDAH1 protein contributes to citrulline accumulation to promote lung aging, shedding light on the treatment and diagnosis of tumors by inhibiting senescent lung fibroblasts. Liu et al. show that tumor-secreted dimethylarginine dimethylaminohydrolase-1 protein induces citrulline accumulation and promotes lung fibrosis and aging, shedding light on the cancer treatment and diagnosis by inhibiting senescent lung fibroblasts.
肺老化是一系列多因素的分子改变,导致肺功能逐渐恶化,对癌症的易感性增加。肿瘤部分通过细胞外囊泡与宿主器官交流;然而,在癌症背景下,肺衰老的机制驱动因素和后果尚不清楚。在这里,我们发现癌细胞分泌的二甲基精氨酸二甲氨基水解酶-1 (DDAH1)蛋白诱导瓜氨酸积累,促进肺纤维化和衰老。机制上,我们的单细胞测序和基因敲除小鼠证明瓜氨酸有效性升高抑制肽基精氨酸脱亚胺酶4介导的转化生长因子-β1 (TGF-β1)瓜氨酸化,从而诱导肺成纤维细胞中TGF-β1/Smad3信号通路。值得注意的是,液泡蛋白分选有助于DDAH1包装到晚期核内体。给予DDAH1抑制剂可减少纤维化,减轻肺老化。总之,我们的研究结果表明,肿瘤来源的DDAH1蛋白有助于瓜氨酸的积累,从而促进肺衰老,从而通过抑制衰老的肺成纤维细胞来治疗和诊断肿瘤。
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引用次数: 0
CDK3 induces neuronal death and brain atrophy in Alzheimer’s disease CDK3诱导阿尔茨海默病的神经元死亡和脑萎缩。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-19 DOI: 10.1038/s43587-025-01026-6
Kai Zhuang, Liu Zi, Xiao Su, Chen Hu, Xinrui Li, Shuzhong Wang, Yujun Xia, Bo Wu, Yuemin Su, Shaokun Chen, Haojie Li, Siqi Wang, Mengdan Wang, Jieyin Li, Wenting Xie, Yanbing Chen, Lige Leng, Huifang Li, Li Zhong, Jiechao Zhou, Yan Liu, Qingsong Liu, Karl Herrup, Jie Zhang
Progressive neuronal loss and brain atrophy are principal determinants of cognitive decline in Alzheimer’s disease (AD), yet most mouse models fail to recapitulate these features. Here we identify cyclin-dependent kinase 3 (CDK3) as a key driver of neurodegeneration in AD. CDK3 is elevated in human AD brains and correlates with disease severity. As laboratory mice carry a nonfunctional Cdk3 mutation, we generated two models with restored CDK3 activity and then crossed to AD backgrounds. Both models exhibited substantial neuronal loss, hippocampal atrophy, and cognitive deficits. Single-nucleus RNA sequencing revealed neurons simultaneously activating cell cycle and cell death pathways, indicating cell cycle reentry-induced death. Proteomics implicated synaptic proteins as CDK3 substrates. Finally, we developed BMX330, an inhibitor of CDK3, which mitigated neuronal death and rescued cognitive decline in CDK3-restored AD mice. These findings position CDK3 as a therapeutic target and provide pathologically relevant AD models. Zhuang, Zi et al. identify cyclin-dependent kinase 3 (CDK3) as a driver of neuron loss in Alzheimer’s disease that is associated with brain atrophy and memory decline in mice. Inhibition of CDK3 (BMX330) is shown to limit neuronal loss and improve cognition.
进行性神经元丧失和脑萎缩是阿尔茨海默病(AD)认知能力下降的主要决定因素,但大多数小鼠模型未能重现这些特征。在这里,我们发现周期蛋白依赖性激酶3 (CDK3)是阿尔茨海默病神经退行性变的关键驱动因素。CDK3在人类AD大脑中升高,并与疾病严重程度相关。由于实验室小鼠携带非功能性Cdk3突变,我们产生了两个具有恢复Cdk3活性的模型,然后交叉到AD背景。两种模型都表现出大量的神经元丢失、海马萎缩和认知缺陷。单核RNA测序显示神经元同时激活细胞周期和细胞死亡通路,提示细胞周期再进入诱导死亡。蛋白质组学暗示突触蛋白是CDK3底物。最后,我们开发了一种CDK3抑制剂BMX330,它可以减轻CDK3修复AD小鼠的神经元死亡并挽救认知能力下降。这些发现将CDK3定位为治疗靶点,并提供了病理相关的AD模型。
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引用次数: 0
Allosteric activation of a cell-type-specific GPR120 inhibits amyloid pathology of Alzheimer’s disease 细胞类型特异性GPR120的变构激活抑制阿尔茨海默病的淀粉样蛋白病理。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-19 DOI: 10.1038/s43587-025-01028-4
Aodi He, Yue Wang, Yuhang Shen, Zhiqiang Dong, Lingli Luo, Xiangyu Ge, Xinlu Liu, Yue Mao, Tongmei Zhang, Xinyan Li, Hao Li, Wei Jing, Ling-Qiang Zhu, Qifa Zhang, Youming Lu
Black rice diets are enriched with unsaturated fatty acids that are thought to be beneficial for neurodegenerative disorders in aging. Here we find that α-linolenic acid (ALA) and 11,14-eicosadienoic acid (EDA), which are naturally enriched in black rice, inhibit amyloid pathology, rescue cognition and extend lifespan in mouse preclinical models of Alzheimer’s disease via allosteric activation of G protein-coupled receptor 120 (GPR120) in plaque-associated macrophages and activated microglia. We generate the structures of GPR120 bound to ALA and EDA. We demonstrate that ALA and EDA allosterically modulate and synergistically activate GPR120 for macrophagic phagocytosis and clearance of β-amyloid aggregates in Alzheimer’s disease mice. A cell-type-specific deletion of GPR120, or Gαi1, completely abrogates the therapeutic effects of ALA and EDA. This deletion can be rescued by a constitutive active Gαi1–Q204L. These findings show a cell-type-specific function of GPR120 in the brain and provide an enriched allosteric mechanism of GPR120 activation for the treatment of Alzheimer’s disease. He, Wang, Shen, Dong and colleagues find that unsaturated fatty acids enriched in a black rice diet inhibit amyloid pathology, rescue cognition and restore physiological lifespan in mouse models of Alzheimer’s disease via allosteric activation of GPR120.
黑米饮食富含不饱和脂肪酸,被认为对衰老中的神经退行性疾病有益。本研究发现,黑米中天然富集的α-亚麻酸(ALA)和11,14-二十碳二烯酸(EDA)通过对斑块相关巨噬细胞和活化的小胶质细胞中G蛋白偶联受体120 (GPR120)的变体活化,抑制阿尔茨海默病小鼠临床前模型的淀粉样蛋白病理,恢复认知并延长寿命。我们生成了GPR120结合ALA和EDA的结构。我们证明了ALA和EDA变构调节和协同激活GPR120,以促进阿尔茨海默病小鼠巨噬细胞吞噬和β-淀粉样蛋白聚集体的清除。GPR120或g α 11的细胞特异性缺失完全消除了ALA和EDA的治疗作用。这种缺失可以通过组成活性的Gαi1-Q204L来修复。这些发现表明GPR120在大脑中具有细胞类型特异性功能,并提供了GPR120激活治疗阿尔茨海默病的丰富变构机制。
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引用次数: 0
Repurposing glucagon-like peptide-1 receptor agonists for the treatment of neurodegenerative disorders 胰高血糖素样肽-1受体激动剂用于神经退行性疾病的治疗。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-19 DOI: 10.1038/s43587-025-01029-3
Marwan N. Sabbagh, Jeffrey L. Cummings, Clive Ballard, Wiesje M. van der Flier, Michael T. Heneka, Jens Juul Holst, Lotte Bjerre Knudsen, Stephen Salloway, Malú Gámez Tansey, Daniel J. Drucker
With therapeutic progress in Alzheimer’s disease (AD), more molecular and mechanistic targets are coming into focus. Beyond amyloid, emerging targets include tau, neuroinflammation and neurotransmitters. Targeting neuroinflammation in neurodegenerative diseases has been explored using cyclooxygenase inhibitors, but it has mostly been unsuccessful. Among the drug classes under investigation for AD are the glucagon-like peptide-1 receptor agonists (GLP-1RAs), which are approved for the treatment of type 2 diabetes (T2D), obesity and cardiovascular disease. GLP-1RAs are candidate treatments for AD based on several concepts. First, epidemiological data reveal that patients with T2D and cardiovascular disease receiving GLP-1RAs have substantial reductions in the risk of developing all-cause dementia. Second, GLP-1RAs reduce neuroinflammatory changes in preclinical models. Clinical trials have not yet shown that GLP-1RAs can slow the rate of cognitive decline in mild cognitive impairment and mild dementia due to AD. Here, we summarize data supporting the use of GLP-1RAs for the treatment of neurodegenerative diseases, with a focus on AD. The authors discuss the preclinical literature and emerging clinical evidence that support the rationale for investigating the use of glucagon-like peptide-1 receptor agonists to prevent and treat several neurodegenerative diseases of aging, with a focus on Alzheimer’s disease.
随着阿尔茨海默病(AD)治疗的进展,更多的分子和机制靶点成为人们关注的焦点。除了淀粉样蛋白,新出现的目标还包括tau蛋白、神经炎症和神经递质。针对神经退行性疾病的神经炎症,已经探索了使用环氧化酶抑制剂,但它大多是不成功的。正在研究的治疗AD的药物类别包括胰高血糖素样肽-1受体激动剂(GLP-1RAs),该药物已被批准用于治疗2型糖尿病(T2D)、肥胖和心血管疾病。基于几个概念,GLP-1RAs是AD的候选治疗方法。首先,流行病学数据显示,接受GLP-1RAs治疗的T2D和心血管疾病患者发生全因痴呆的风险显著降低。其次,GLP-1RAs在临床前模型中减少神经炎症的改变。临床试验尚未显示GLP-1RAs可以减缓AD引起的轻度认知障碍和轻度痴呆的认知能力下降速度。在这里,我们总结了支持GLP-1RAs用于治疗神经退行性疾病的数据,重点是阿尔茨海默病。
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引用次数: 0
Integrating polygenic signals and single-cell multiomics identifies cell-type-specific regulomes critical for immune- and aging-related diseases 整合多基因信号和单细胞多组学识别对免疫和衰老相关疾病至关重要的细胞类型特异性调控。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-17 DOI: 10.1038/s43587-025-01027-5
Yunlong Ma, Yinghao Yao, Yijun Zhou, Wei Dai, Jingjing Li, Yuanyuan Gui, Haojun Sun, Zhengbiao Zhu, Dingping Jiang, Cheng Chen, Chunyu Deng, Yizhou Huang, Haijun Han, Jianhong Zhou, Jianzhong Su
Single-cell multiomics provides critical insights into how disease-associated variants identified through genome-wide association studies (GWASs) influence transcription factor eRegulons within a specific cellular context; however, the regulatory roles of genetic variants in aging and disease remain unclear. Here, we present scMORE, a method that integrates single-cell transcriptomes and chromatin accessibility with GWAS summary statistics to identify cell-type-specific eRegulons associated with diseases. scMORE effectively captures trait-relevant cellular features and demonstrates robust performance across simulated and real single-cell datasets, and GWASs for 31 immune- and aging-related traits, including Parkinson’s disease (PD). In the human midbrain, scMORE identifies 77 aging-relevant eRegulons implicated in PD across seven brain cell types and reveals sex-dependent dysregulation of these eRegulons in PD neurons compared to both young and aged groups. By linking genetic variation to cell type-resolved eRegulon activity, scMORE illuminates how variants shape trait-relevant regulatory networks and provides a practical framework for mechanistic interpretation of GWAS signals. In this technical report Ma et al. present scMORE, a polygenic method integrating single-cell multiomics and GWAS to prioritize cell-type-specific, trait-relevant eRegulons. scMORE revealed regulators underlying 31 immune and aging traits, including Parkinson’s disease.
单细胞多组学提供了通过全基因组关联研究(GWASs)鉴定的疾病相关变异如何影响特定细胞背景下的转录因子调控子的关键见解;然而,基因变异在衰老和疾病中的调节作用仍不清楚。在这里,我们提出了scMORE,一种将单细胞转录组和染色质可及性与GWAS汇总统计相结合的方法,以鉴定与疾病相关的细胞类型特异性eregulon。scMORE有效地捕获了性状相关的细胞特征,并在模拟和真实单细胞数据集上展示了稳健的性能,以及31种免疫和衰老相关性状的GWASs,包括帕金森病(PD)。在人类中脑中,scMORE在7种脑细胞类型中发现了77种与PD相关的衰老相关的erg调控子,并揭示了与年轻人和老年人相比,PD神经元中这些erg调控子的性别依赖性失调。通过将遗传变异与细胞类型决定的eRegulon活性联系起来,scMORE阐明了变异如何形成性状相关的调控网络,并为GWAS信号的机制解释提供了一个实用的框架。
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引用次数: 0
Lysophosphatidylcholines are associated with amyloidosis in early stages of Alzheimer’s disease 溶血磷脂酰胆碱与阿尔茨海默病早期淀粉样变性有关。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-17 DOI: 10.1038/s43587-025-01025-7
Vrinda Kalia, Dolly Reyes-Dumeyer, Saurabh Dubey, Hanisha Udhani, Renu Nandakumar, Annie J. Lee, Rafael Lantigua, Martin Medrano, Diones Rivera, Lawrence S. Honig, Richard Mayeux, Gary W. Miller, Badri N. Vardarajan
Circulating metabolites can identify biochemical risk factors related to Alzheimer’s disease (AD). We measured plasma metabolites in 1,068 participants of Caribbean Hispanic ancestry (250 patients with AD and 818 healthy controls) across 2 cohorts and analyzed their relationship with clinical AD, biomarker-supported AD and plasma biomarkers (P-tau181, P-tau217, P-tau231 and Aβ42:Aβ40). Amino acid metabolism pathways were enriched among metabolites associated with P-tau biomarkers, whereas sialic acid and N-glycan pathways were associated with Aβ42:Aβ40. Through several dimensionality reduction approaches, we identified an APOE-ε4 dependent relationship between lysophosphatidylcholines (lysoPCs) carrying polyunsaturated fatty acids and biomarker-supported AD and P-tau biomarkers. In an independent dataset of 110 postmortem brain tissues from non-Hispanic white participants, lysoPCs in the brain were also associated with AD neuropathological features. Our results show that biomarker-based diagnostic criteria identified an APOE-ε4 dependent association with lysoPCs, which play a critical role in the transport of neuroprotective polyunsaturated fatty acids into the brain, and AD. Kalia et al. investigate metabolic changes in Alzheimer’s disease (AD) using blood metabolomics, and show that lysophosphatidylcholines are associated with early amyloidosis in AD as measured by P-tau181 and P-tau217.
循环代谢物可以识别与阿尔茨海默病(AD)相关的生化危险因素。我们测量了加勒比海西班牙裔血统的1,068名参与者(250名AD患者和818名健康对照)的血浆代谢物,并分析了它们与临床AD、生物标志物支持的AD和血浆生物标志物(P-tau181、P-tau217、P-tau231和a - β42: a - β40)的关系。氨基酸代谢途径在与P-tau生物标志物相关的代谢物中富集,而唾液酸和n -聚糖途径与a - β42和a - β40相关。通过几种降维方法,我们确定了携带多不饱和脂肪酸的溶血磷脂酰胆碱(lysoPCs)与生物标志物支持的AD和P-tau生物标志物之间的APOE-ε4依赖关系。在非西班牙裔白人参与者的110个死后脑组织的独立数据集中,大脑中的lysoPCs也与阿尔茨海默病的神经病理特征有关。我们的研究结果表明,基于生物标志物的诊断标准确定了APOE-ε4依赖于lysoPCs的关联,lysoPCs在神经保护性多不饱和脂肪酸转运到大脑和AD中起关键作用。
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引用次数: 0
GDF3 promotes adipose tissue macrophage-mediated inflammation via altered chromatin accessibility during aging GDF3在衰老过程中通过改变染色质可及性促进脂肪组织巨噬细胞介导的炎症。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-15 DOI: 10.1038/s43587-025-01034-6
In Hwa Jang, Anna Carey, Victor Kruglov, Katie Nguyen, Jeffrey R. Misialek, Stephanie H. Cholensky, Declan M. Smith, Suxia Bai, Timothy Nottoli, David A. Bernlohr, Pamela L. Lutsey, Christina D. Camell
Aging is characterized by amplified inflammation, including proinflammatory macrophages and increased susceptibility to endotoxemia. Here we uncover a mechanism by which macrophages maintain their inflammatory phenotype through autocrine GDF3–SMAD2/3 signaling, which ultimately exacerbates endotoxemia. We show that inflammatory adipose tissue macrophages display an age-dependent increase in GDF3, a TGFβ-family cytokine. Lifelong systemic or myeloid-specific Gdf3 deletion leads to reduced endotoxic inflammation. Using pharmacological interventions to modulate the GDF3–SMAD2/3 axis, we demonstrate its role in regulating the inflammatory adipose tissue macrophage phenotype and endotoxemia lethality in old mice. Mechanistically, single-cell RNA sequencing and assay for transposase-accessible chromatin with sequencing analyses suggest that GDF3 induces a shift toward an inflammatory state by limiting methylation-dependent chromatin compaction. Leveraging human adipose tissue samples and 11,084 participants from the atherosclerosis risk in communities study, we validate the relevance of GDF3 to aging in humans. These findings position the GDF3–SMAD2/3 axis as a critical driver of age-associated chromatin remodeling and a promising therapeutic target for mitigating macrophage-related inflammation in aging. Jang and colleagues demonstrate that GDF3 reshapes the chromatin landscape of inflammatory adipose tissue macrophages and drives endotoxic inflammation with age. Pharmacological inhibition of the GDF3–SMAD2/3 axis alleviates endotoxemia lethality in old mice.
衰老的特征是炎症放大,包括促炎巨噬细胞和内毒素血症易感性增加。在这里,我们揭示了巨噬细胞通过自分泌GDF3-SMAD2/3信号维持其炎症表型的机制,这最终加剧了内毒素血症。我们发现炎症性脂肪组织巨噬细胞显示出GDF3(一种tgf β家族细胞因子)的年龄依赖性增加。终生系统性或骨髓特异性Gdf3缺失导致内源性炎症减少。通过药理干预调节GDF3-SMAD2/3轴,我们证明了它在调节老年小鼠炎症性脂肪组织巨噬细胞表型和内毒素血症致死中的作用。从机制上讲,单细胞RNA测序和转座酶可及染色质的测序分析表明,GDF3通过限制甲基化依赖性染色质压实,诱导向炎症状态的转变。利用人类脂肪组织样本和来自社区动脉粥样硬化风险研究的11,084名参与者,我们验证了GDF3与人类衰老的相关性。这些发现表明,GDF3-SMAD2/3轴是年龄相关染色质重塑的关键驱动因素,也是缓解衰老过程中巨噬细胞相关炎症的有希望的治疗靶点。
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引用次数: 0
Addendum: Aging by the clock and yet without a program. 作者更正:随着时间的流逝而衰老,却没有一个程序。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-15 DOI: 10.1038/s43587-025-01050-6
David H Meyer, Alexei A Maklakov, Björn Schumacher
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引用次数: 0
An assessment of intrinsic capacity among older Indian adults from the Longitudinal Ageing Study in India 印度纵向老龄化研究对印度老年人内在能力的评估。
IF 19.4 Q1 CELL BIOLOGY Pub Date : 2025-12-12 DOI: 10.1038/s43587-025-01013-x
Arokiasamy Perianayagam, Ritu Sadana, Matthew Prina, Y Selvamani, Aravinda Meera Guntupalli, David E. Bloom, Jinkook Lee, Yu-Tzu Wu
Intrinsic capacity (IC), which comprises all physical and mental capacities of individuals, is a key component in the World Health Organization’s healthy aging framework. A validated IC measure is lacking in India, the most populous country in the world. The aim of this study is to develop an IC measure in older Indian adults using 60,591 participants aged ≥45 years from the Longitudinal Ageing Study in India. Confirmatory factor analysis incorporated 14 items of cognitive, locomotor, psychological, sensory and vitality capacities in a bifactor structure and estimated IC scores (range 0–100). The mean score was 69.7 (95% confidence interval of 69.6 to 69.8) and varied across the 36 states and union territories (range 63.4–77.8). A higher IC score had protective associations with poor self-rated health and functioning limitations after adjusting for demographic factors, socioeconomic status and chronic conditions. The score provides a comprehensive indicator that can be implemented in future aging research and practices in India. Intrinsic capacity (IC) was introduced by the World Health Organization to promote healthy aging. Here, using data from the Longitudinal Ageing Study in India, the authors develop an IC measure for older Indian adults. Their analysis shows that higher IC scores are associated with better health and functioning and reveals regional and sociodemographic variations.
内在能力包括个人的所有身心能力,是世界卫生组织健康老龄化框架的关键组成部分。作为世界上人口最多的国家,印度缺乏有效的IC措施。本研究的目的是在印度纵向老龄化研究中使用60,591名年龄≥45岁的参与者,为印度老年人开发一种IC测量方法。验证性因子分析将14项认知、运动、心理、感觉和活力能力纳入双因子结构,并估计IC分数(范围为0-100)。平均得分为69.7(95%置信区间为69.6至69.8),在36个州和联邦领土(范围为63.4至77.8)之间有所不同。在调整了人口因素、社会经济地位和慢性疾病后,较高的IC分数与自评健康状况差和功能限制有保护作用。该评分为印度未来的老龄化研究和实践提供了一个全面的指标。
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引用次数: 0
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Nature aging
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