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Age-associated B cells and double-negative B cells: two sides of the same coin? The answer depends on the context. 与年龄相关的B细胞和双阴性B细胞:同一枚硬币的两面?答案取决于上下文。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-21 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1752452
Malamatenia Lamprinou, Athanasios Sachinidis, Theodoros Dimitroulas
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引用次数: 0
Epigenetic program of ontogenesis and hyperfunction theory: reinterpreting the mechanisms of aging. 个体发生的表观遗传程序和功能亢进理论:对衰老机制的重新解释。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-21 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1735269
Lev Salnikov

This paper presents a comparative analysis of the relationship between aging, the epigenetic program of ontogenesis, and the main postulates of the hyperfunction theory. The discussion highlights points of convergence between these frameworks and proposes a unified interpretation. According to the hyperfunction theory, aging arises from the continued activity of growth and regulatory pathways after reproductive maturity, as more cells shift from proliferation to functional maintenance while retaining high metabolic and signaling activity. However, this process does not represent a simple enhancement of specialized cellular functions. Instead, it reflects a redistribution of intracellular resources from self-sufficiency to the performance of specialized functions. Building on earlier findings on genome methylation dynamics, we argue that the epigenetic program of ontogenesis regulates primarily the genomic regions responsible for cell differentiation. This unbalanced regulation results in a gradual drift of the active epigenetic landscape toward maladaptation. Consequently, the hyperfunctional state observed during aging is not the primary cause but a downstream effect of this one-sided epigenetic influence. Thus, the main cause of aging is not software errors in old age, but the lack of feedback between the activity of domestic and specialized genes in the body's cells. The approach presented in the article points to the promise of new approaches to rejuvenation based on restarting the epigenetic program of cells. This direction is aimed at restoring the balance of genomic activity underlying aging and offers potential measures to restore genomic balance.

本文对衰老、个体发生的表观遗传程序与功能亢进理论的主要假设之间的关系进行了比较分析。讨论强调了这些框架之间的趋同点,并提出了统一的解释。根据功能亢进理论,衰老是由于生殖成熟后生长和调控途径的持续活跃,更多的细胞在保持高代谢和信号活性的同时,从增殖转向功能维持。然而,这个过程并不代表一个简单的增强专门的细胞功能。相反,它反映了细胞内资源的再分配,从自给自足到特殊功能的表现。基于基因组甲基化动力学的早期发现,我们认为个体发生的表观遗传程序主要调控负责细胞分化的基因组区域。这种不平衡的调控导致活跃的表观遗传景观逐渐向不适应方向漂移。因此,在衰老过程中观察到的功能亢进状态不是主要原因,而是这种单侧表观遗传影响的下游效应。因此,衰老的主要原因不是老年时的软件错误,而是人体细胞中内源性基因和特化基因活动之间缺乏反馈。文章中提出的方法指出了基于重新启动细胞表观遗传程序的恢复新方法的希望。该方向旨在恢复衰老背后的基因组活动平衡,并提供恢复基因组平衡的潜在措施。
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引用次数: 0
Age-related hearing loss and balance disorders: analysis of interactions and clinical implications in older persons. Systematic review and meta-analysis. 与年龄相关的听力损失和平衡障碍:分析老年人的相互作用和临床意义。系统回顾和荟萃分析。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-21 eCollection Date: 2025-01-01 DOI: 10.3389/fragi.2025.1752488
Andrea Frosolini, Leonardo Franz, Leonardo Calvanese, Valeria Caragli, Daniela Parrino, Cristoforo Fabbris, Giulio Badin, Michael Negrisolo, Roberta Cenedese, Lisa Doretto, Giuseppe Brescia, Cosimo de Filippis, Elisabetta Genovese, Elisabetta Zanoletti, Gino Marioni

Introduction: Age-related hearing loss (ARHL) frequently coexists with balance disorders in older persons, but the mechanisms and rehabilitative leverage of this association remain unsettled. We synthesized evidence on interactions between ARHL and vestibular/gait dysfunction, quantified mobility and fall outcomes, and appraised clinical implications for prevention.

Methods: Following PRISMA and a registered PROSPERO protocol, we searched PubMed (MEDLINE), Scopus and Web of Science Core Collection. Inclusion required adults ≥65 years, ARHL and quantitative vestibular/balance outcomes. Forty studies met the criteria. Vestibular pooling was infeasible due to heterogeneous designs and metrics. In quantitative analysis, continuous outcomes were meta-analysed as standardized mean differences (SMD) (Hedges g) using random effects (REML) for ARHL-control contrasts and a fixed effect for within-participant Hearing Aid (HA) ON-OFF contrasts. For falls, we pooled Odds Ratio (OR) with REML.

Results: Five out of seven studies linked ARHL to vestibular impairment. Across six studies, ARHL was associated with slower Timed Up to Go (SMD = -0.679), yet meta-regression showed systematic bias from age imbalance (-0.036 SMD per year older in HL), and the adjusted intercept was not significant. In three HA ON-OFF studies, static posturography improved with amplification (g = 0.459). The falls meta-analysis (k = 4; follow-up 12-60 months) showed higher fall odds with ARHL (OR = 1.55).

Discussion: Age is a dominant driver of mobility, but ARHL contributes modifiable risk through sensory and cognitive-motor pathways. Consistent improvements with HA and converging gait data support integrating auditory rehabilitation-alongside vestibular/sensory-integration training-into multimodal fall-prevention strategies. Standardized protocols and age-balanced trials are priorities to refine effect estimates and clarify mechanisms.

年龄相关性听力损失(ARHL)经常与老年人的平衡障碍共存,但这种关联的机制和康复作用尚不清楚。我们综合了ARHL与前庭/步态功能障碍之间相互作用的证据,量化了活动能力和跌倒结果,并评估了预防的临床意义。方法:按照PRISMA和已注册的PROSPERO协议,检索PubMed (MEDLINE)、Scopus和Web of Science Core Collection。纳入要求成人≥65岁,ARHL和定量前庭/平衡结果。40项研究符合标准。由于设计和指标的异质性,前庭池是不可行的。在定量分析中,连续结果采用标准化平均差异(SMD) (Hedges g)进行meta分析,使用随机效应(REML)进行arhl对照对照,使用固定效应进行参与者内助听器(HA)开-关对照。对于跌倒,我们将比值比(OR)与REML合并。结果:七项研究中有五项将ARHL与前庭损伤联系起来。在6项研究中,ARHL与较慢的起跳时间相关(SMD = -0.679),但meta回归显示年龄不平衡的系统性偏差(HL患者年龄大1岁-0.036 SMD),调整后的截距不显著。在3个HA ON-OFF研究中,静态姿势照相随着放大而改善(g = 0.459)。跌倒荟萃分析(k = 4;随访12-60个月)显示ARHL患者跌倒的几率较高(OR = 1.55)。讨论:年龄是活动能力的主要驱动因素,但ARHL通过感觉和认知-运动途径增加了可改变的风险。HA的持续改善和步态数据的融合支持将听觉康复与前庭/感觉整合训练整合到多模式预防跌倒策略中。标准化方案和年龄平衡试验是完善效果评估和阐明机制的重点。
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引用次数: 0
Editorial: Cancer biology, immunotherapy and aging. 社论:癌症生物学,免疫治疗和衰老。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1776719
Stephane Koda, Jensen G Weedor, Parfait Botolo Sakava
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引用次数: 0
Dementia prevention through the eyes of individuals at risk: insights from a satisfaction survey within the programme for dementia prevention in Luxembourg. 通过风险个体的眼睛预防痴呆症:来自卢森堡痴呆症预防方案满意度调查的见解。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-16 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1712500
Dorothee Erz, Valerie E Schröder, Amna Skrozić, João M Loureiro, Nina Possemis, Rejko Krüger

Introduction: Establishing a nationwide prevention programme can be challenging, particularly in the field of dementia, as role model projects are lacking, and the topic is still associated with stigma. Hence, a satisfaction survey for the programme dementia prevention (pdp) in Luxembourg was conducted to obtain direct feedback from the participants on how the programme and its multidomain interventions are accepted and evaluated.

Methods: In 2023 and 2024, a satisfaction survey was sent out to all eligible pdp participants (n = 575). Participation was voluntary and anonymous, and the survey could be completed in paper form or online. The questionnaire contained 12 closed-ended questions rated on a Likert-scale and 3 open questions.

Results: 302 (52.5%) participants returned the survey. The analysis revealed a high level of satisfaction with an overall average satisfaction of 4.7/5 points (SD = 0.6). 281 participants (95.9%) would recommend the pdp to others. A breakdown of the statements provided insights into areas of interest from the participants' perspective.

Discussion: Our study shows that the pdp is well received by its participants, underlined by a high level of satisfaction and positive responses to what pdp offers. Findings showed that interactions were perceived as informative to gain insights into one's own cognitive performance and raised awareness of possibilities to reduce dementia risk, i.e., via lifestyle changes. Our results can serve as orientation for the implementation of emerging prevention programmes in different healthcare settings.

导言:建立一个全国性的预防规划可能具有挑战性,特别是在痴呆症领域,因为缺乏榜样项目,而且这个话题仍然与耻辱有关。因此,对卢森堡的痴呆症预防计划(pdp)进行了满意度调查,以获得参与者对该计划及其多领域干预措施如何被接受和评估的直接反馈。方法:在2023年和2024年,对所有符合条件的pdp参与者(n = 575)进行满意度调查。参与是自愿和匿名的,调查可以通过书面形式或在线完成。问卷包括12个李克特量表的封闭式问题和3个开放式问题。结果:302人(52.5%)回复了调查。分析显示,总体平均满意度为4.7/5分(SD = 0.6),满意度很高。281名参加者(95.9%)会向其他人士推荐施政纲领。从参与者的角度来看,发言的细分提供了对感兴趣领域的见解。讨论:我们的研究表明,pdp受到参与者的欢迎,对pdp提供的内容有很高的满意度和积极的反应。研究结果显示,人们认为互动有助于了解自己的认知表现,并提高人们对减少痴呆症风险的可能性的认识,即通过改变生活方式。我们的研究结果可以作为在不同医疗环境中实施新兴预防方案的方向。
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引用次数: 0
A time-updated scoring system derived from a nomogram to predict 3-month mortality in maintenance hemodialysis patients. 一种时间更新的评分系统,来自于nomogram预测维持性血液透析患者3个月的死亡率。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-15 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1716325
Li Cheng, Shuai Fu, Yonglong Min, Dongdong Mao, Can Tu, Qianshen Zhu, Wenhui Qiu, Hongbo Li, Fei Xiong

Objective: This study aimed to develop and validate a novel risk score for death within the next 3 months in patients with maintenance hemodialysis (MHD).

Methods: All the data were derived in the Wuhan Hemodialysis Quality Control Center and were divided into the training set (2019-2021, n = 19,735) and the validation set (2022-2023, n = 15,265). The primary outcome was the all-cause mortality within 3 months after regular monthly laboratory tests. The predictive model was displayed as a nomogram and modified into a novel scoring system based on the coefficients of multivariable logistic regression.

Results: There were 1684 (8.5%) patients and 1670 (10.9%) patients who died in the development and validation set, respectively. The final novel score system was calculated based on the five predictors: age ≥60 years (2 points), dialysis duration <1 year (2 points), catheter usage (1 point), hemoglobin <110 g/L (1 point), and albumin <35 g/L (3 points). This model with a C-index of 0.72 and 0.73 on the two sets and exhibited a significant ability in stratification of patients into low-risk, intermediate-risk, and high-risk groups (P < 0.0001).

Conclusion: This easy-to-use applicable scoring system accurately predicts 3-month mortality in HD patients, facilitating risk stratification and personalized care.

目的:本研究旨在开发和验证一种新的维持性血液透析(MHD)患者未来3个月内死亡风险评分。方法:所有数据均来源于武汉市血液透析质控中心,分为训练集(2019-2021年,n = 19,735)和验证集(2022-2023年,n = 15,265)。主要转归为每月定期实验室检查后3个月内的全因死亡率。该预测模型以模态图的形式显示,并根据多变量logistic回归的系数将其修改为一种新的评分系统。结果:开发组和验证组分别有1684例(8.5%)和1670例(10.9%)患者死亡。最终的新评分系统基于5个预测因素:年龄≥60岁(2分)、透析持续时间。结论:该评分系统易于使用,可准确预测HD患者3个月死亡率,便于风险分层和个性化护理。
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引用次数: 0
A short-lived fish with long-lasting effects: hallmarks of aging in Nothobranchius furzeri. 具有持久影响的短命鱼:furzeri nothobranchus的衰老特征。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-14 eCollection Date: 2025-01-01 DOI: 10.3389/fragi.2025.1741819
Oksana Savel, Julien Lehmann, Yusuf Kaan Poyraz, Melissa Marie Page

Our world is facing a global aging crisis with an increasing number of people living longer in poor health, as indicated by a gap between lifespan and healthspan. It is necessary to improve our knowledge of the biomolecular and cellular pathways implicated in aging to improve the overall healthspan of the population and lift the economic and social burden of age-related diseases. Gerontologists have defined twelve hallmarks of aging to study them efficiently. Here we review each aging hallmark in the context of N. furzeri, a short-lived model fish. Introduced to the lab in 2003, this fish has the shortest vertebrate lifespan recorded in captivity. Depending on the strain, it lives between 2 months to 1 year. While aging, it develops several age-related phenotypes experienced by humans, such as emaciation, spine curvature, locomotor and cognitive defects. We summarize that aged Nothobranchius furzeri develop characteristics of each hallmark with high similarity to humans and other aging models. For several of these hallmarks, interventions that accelerate aging clearly leads to reduced health and a shorter lifespan, expanding our knowledge on molecular mechanisms favoring shorter healthspan. Interventions that decelerate aging have demonstrated a positive impact on health or an extension to lifespan, that could be transferred to humans for an increased healthspan. For example, the link between glucose metabolism and ER stress or the use of young microbial gut transplant to improve health are two discoveries made in N. furzeri and are of relevant importance for human healthy aging. By comparing similar ages and strains and by using standardized breeding procedures, the N. furzeri community will continue to greatly contribute to aging research. Creating stable transgenic lines and finding a way to administer drugs efficiently are two challenges that must be addressed to test novel targets of interests or therapies in each hallmark of aging.

我们的世界正面临一场全球老龄化危机,越来越多的人在健康状况不佳的情况下寿命更长,寿命与健康期之间的差距表明了这一点。有必要提高我们对涉及衰老的生物分子和细胞途径的认识,以提高人口的整体健康水平,并减轻与年龄有关的疾病的经济和社会负担。为了有效地研究衰老,老年学家定义了衰老的12个特征。在这里,我们回顾了N. furzeri,一种短命模式鱼的背景下的每个衰老标志。这种鱼于2003年被引入实验室,是有记录的圈养脊椎动物中寿命最短的。根据菌株的不同,它的寿命在2个月到1年之间。随着年龄的增长,它会发展出人类所经历的几种与年龄相关的表型,如消瘦、脊柱弯曲、运动和认知缺陷。综上所述,老年furzernothobranchus发展出了与人类和其他衰老模型高度相似的特征。对于其中的一些特征,加速衰老的干预措施显然会导致健康状况下降和寿命缩短,从而扩大了我们对有利于缩短健康寿命的分子机制的了解。减缓衰老的干预措施已经证明对健康或延长寿命有积极影响,这种影响可以转移到人类身上,以延长健康寿命。例如,葡萄糖代谢与内质网应激之间的联系,或利用年轻的微生物肠道移植来改善健康,是furzeri的两项发现,对人类健康衰老具有重要意义。通过比较相似的年龄和品系以及使用标准化的育种程序,furzeri群落将继续为衰老研究做出巨大贡献。创造稳定的转基因品系和找到一种有效给药的方法是必须解决的两个挑战,以便在每个衰老特征中测试新的兴趣目标或治疗方法。
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引用次数: 0
Editorial: Immune senescence: a key driver of aging and age-related disorders. 社论:免疫衰老:衰老和年龄相关疾病的关键驱动因素。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-13 eCollection Date: 2026-01-01 DOI: 10.3389/fragi.2026.1776990
Jing Luan, Bryan Wu, Xingchun Gao
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引用次数: 0
Sex differences in APOE- and PICALM-related cognitive profiles in healthy middle-aged adults. 健康中年人APOE-和picalm相关认知谱的性别差异
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-13 eCollection Date: 2025-01-01 DOI: 10.3389/fragi.2025.1694701
Adam Bednorz, Paulina Trybek, Minh Tuan Hoang, Dorota Religa
<p><strong>Introduction: </strong>The <i>APOE</i> <math><mrow><mi>ε</mi> <mn>4</mn></mrow> </math> and <i>PICALM GG</i> genotypes are strong genetic risk factors for Alzheimer's disease. This study aimed to identify cognitive subgroups using unsupervised machine learning and to investigate the influence of <i>APOE</i> and <i>PICALM</i> genotypes on cognitive performance.</p><p><strong>Material and methods: </strong>Cognitive, genetic and demographic data from 192 healthy middle-aged adults (50-63 years) from the PEARL-Neuro Database were analyzed using agglomerative hierarchical clustering. Neuropsychological tests included the California Verbal Learning Test, Raven's Progressive Matrices, and the Edinburgh Handedness Inventory. Subsequent analyses used linear regression models to assess the effects of <i>APOE</i>, <i>PICALM</i>, and their interaction on cognitive outcomes.</p><p><strong>Results: </strong>Two cognitive subgroups (better vs. worse performance) were identified for both females (n = 60/43) and males (n = 38/51). In women with lower cognitive performance, the presence of the <i>APOE</i> <math><mrow><mi>ε</mi> <mn>3</mn> <mi>ε</mi> <mn>4</mn></mrow> </math> allele was significantly associated with a higher number of perseverations (CVLT9: <math> <mrow> <msub><mrow><mi>p</mi></mrow> <mrow><mtext>FDR</mtext></mrow> </msub> <mo>=</mo> <mn>0.02</mn></mrow> </math> , <math> <mrow> <msup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> </msup> <mo>=</mo> <mn>0.18</mn></mrow> </math> ) and lower recognition accuracy (CVLT12: <math> <mrow> <msub><mrow><mi>p</mi></mrow> <mrow><mtext>FDR</mtext></mrow> </msub> <mo>=</mo> <mn>0.04</mn></mrow> </math> , <math> <mrow> <msup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> </msup> <mo>=</mo> <mn>0.12</mn></mrow> </math> ). A significant <i>PICALM GG</i> <math><mrow><mo>×</mo></mrow> </math> education interaction was observed for fluid intelligence ( <math> <mrow> <msub><mrow><mi>p</mi></mrow> <mrow><mtext>FDR</mtext></mrow> </msub> <mo>=</mo> <mn>0.03</mn></mrow> </math> , <math> <mrow> <msup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> </msup> <mo>=</mo> <mn>0.34</mn></mrow> </math> ). In men with lower cognitive performance, the <i>APOE</i> <math><mrow><mi>ε</mi> <mn>3</mn> <mi>ε</mi> <mn>4</mn></mrow> </math> genotype was associated with lower fluid intelligence scores (RPM: <math> <mrow> <msub><mrow><mi>p</mi></mrow> <mrow><mtext>FDR</mtext></mrow> </msub> <mo>=</mo> <mn>0.04</mn></mrow> </math> , <math> <mrow> <msup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> </msup> <mo>=</mo> <mn>0.09</mn></mrow> </math> ). Furthermore, significant <i>APOE</i> <math><mrow><mo>×</mo></mrow> </math> <i>PICALM</i> interactions were found for verbal learning (CVLT1: <math> <mrow> <msub><mrow><mi>p</mi></mrow> <mrow><mtext>FDR</mtext></mrow> </msub> <mo>=</mo> <mn>0.03</mn></mrow> </math> , <math> <mrow> <msup><mrow><mi>R</mi></mrow> <mrow><mn>2</mn></mrow> </msup> <mo>=</mo> <mn>0.16</mn></mrow> </math> ) a
APOE ε 4和PICALM GG基因型是阿尔茨海默病的重要遗传危险因素。本研究旨在利用无监督机器学习识别认知亚群,并研究APOE和PICALM基因型对认知表现的影响。材料和方法:采用聚类分层聚类分析来自PEARL-Neuro数据库的192名健康中年人(50-63岁)的认知、遗传和人口学数据。神经心理测试包括加州语言学习测试、瑞文渐进矩阵和爱丁堡利手性量表。随后的分析使用线性回归模型来评估APOE、PICALM及其相互作用对认知结果的影响。结果:女性(n = 60/43)和男性(n = 38/51)被确定为两个认知亚组(表现较好和较差)。在认知能力较低的女性中,APOE ε 3 ε 4等位基因的存在与较高的坚持次数(CVLT9: p FDR = 0.02, r2 = 0.18)和较低的识别准确性(CVLT12: p FDR = 0.04, r2 = 0.12)显著相关。PICALM GG与教育程度之间存在显著的交互作用(p FDR = 0.03, r2 = 0.34)。在认知能力较低的男性中,APOE ε 3 ε 4基因型与较低的流体智力得分相关(RPM: p FDR = 0.04, r2 = 0.09)。此外,在言语学习(CVLT1: p FDR = 0.03, r2 = 0.16)和延迟线索回忆(CVLT6: p FDR = 0.03, r2 = 0.12; CVLT8: p FDR = 0.03, r2 = 0.13)中发现了显著的APOE与PICALM的相互作用。结论:本研究揭示了基因-认知相互作用的显著性别差异。在认知能力较低的女性中,APOE ε 3 ε 4基因型与认知能力较差有关,而APOE × PICALM基因型在男性中的联合作用与较弱的情景记忆有关。尽管性能保持在规范范围内,但这些细微的差异可能表明早期风险,需要进行纵向监测。
{"title":"Sex differences in APOE- and PICALM-related cognitive profiles in healthy middle-aged adults.","authors":"Adam Bednorz, Paulina Trybek, Minh Tuan Hoang, Dorota Religa","doi":"10.3389/fragi.2025.1694701","DOIUrl":"https://doi.org/10.3389/fragi.2025.1694701","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Introduction: &lt;/strong&gt;The &lt;i&gt;APOE&lt;/i&gt; &lt;math&gt;&lt;mrow&gt;&lt;mi&gt;ε&lt;/mi&gt; &lt;mn&gt;4&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; and &lt;i&gt;PICALM GG&lt;/i&gt; genotypes are strong genetic risk factors for Alzheimer's disease. This study aimed to identify cognitive subgroups using unsupervised machine learning and to investigate the influence of &lt;i&gt;APOE&lt;/i&gt; and &lt;i&gt;PICALM&lt;/i&gt; genotypes on cognitive performance.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Material and methods: &lt;/strong&gt;Cognitive, genetic and demographic data from 192 healthy middle-aged adults (50-63 years) from the PEARL-Neuro Database were analyzed using agglomerative hierarchical clustering. Neuropsychological tests included the California Verbal Learning Test, Raven's Progressive Matrices, and the Edinburgh Handedness Inventory. Subsequent analyses used linear regression models to assess the effects of &lt;i&gt;APOE&lt;/i&gt;, &lt;i&gt;PICALM&lt;/i&gt;, and their interaction on cognitive outcomes.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Two cognitive subgroups (better vs. worse performance) were identified for both females (n = 60/43) and males (n = 38/51). In women with lower cognitive performance, the presence of the &lt;i&gt;APOE&lt;/i&gt; &lt;math&gt;&lt;mrow&gt;&lt;mi&gt;ε&lt;/mi&gt; &lt;mn&gt;3&lt;/mn&gt; &lt;mi&gt;ε&lt;/mi&gt; &lt;mn&gt;4&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; allele was significantly associated with a higher number of perseverations (CVLT9: &lt;math&gt; &lt;mrow&gt; &lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mtext&gt;FDR&lt;/mtext&gt;&lt;/mrow&gt; &lt;/msub&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.02&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; , &lt;math&gt; &lt;mrow&gt; &lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.18&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; ) and lower recognition accuracy (CVLT12: &lt;math&gt; &lt;mrow&gt; &lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mtext&gt;FDR&lt;/mtext&gt;&lt;/mrow&gt; &lt;/msub&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.04&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; , &lt;math&gt; &lt;mrow&gt; &lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.12&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; ). A significant &lt;i&gt;PICALM GG&lt;/i&gt; &lt;math&gt;&lt;mrow&gt;&lt;mo&gt;×&lt;/mo&gt;&lt;/mrow&gt; &lt;/math&gt; education interaction was observed for fluid intelligence ( &lt;math&gt; &lt;mrow&gt; &lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mtext&gt;FDR&lt;/mtext&gt;&lt;/mrow&gt; &lt;/msub&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.03&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; , &lt;math&gt; &lt;mrow&gt; &lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.34&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; ). In men with lower cognitive performance, the &lt;i&gt;APOE&lt;/i&gt; &lt;math&gt;&lt;mrow&gt;&lt;mi&gt;ε&lt;/mi&gt; &lt;mn&gt;3&lt;/mn&gt; &lt;mi&gt;ε&lt;/mi&gt; &lt;mn&gt;4&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; genotype was associated with lower fluid intelligence scores (RPM: &lt;math&gt; &lt;mrow&gt; &lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mtext&gt;FDR&lt;/mtext&gt;&lt;/mrow&gt; &lt;/msub&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.04&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; , &lt;math&gt; &lt;mrow&gt; &lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.09&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; ). Furthermore, significant &lt;i&gt;APOE&lt;/i&gt; &lt;math&gt;&lt;mrow&gt;&lt;mo&gt;×&lt;/mo&gt;&lt;/mrow&gt; &lt;/math&gt; &lt;i&gt;PICALM&lt;/i&gt; interactions were found for verbal learning (CVLT1: &lt;math&gt; &lt;mrow&gt; &lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;p&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mtext&gt;FDR&lt;/mtext&gt;&lt;/mrow&gt; &lt;/msub&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.03&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; , &lt;math&gt; &lt;mrow&gt; &lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;R&lt;/mi&gt;&lt;/mrow&gt; &lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;0.16&lt;/mn&gt;&lt;/mrow&gt; &lt;/math&gt; ) a","PeriodicalId":73061,"journal":{"name":"Frontiers in aging","volume":"6 ","pages":"1694701"},"PeriodicalIF":4.3,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146094959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-driven frailty and reserve phenotypes in older outpatients: a cluster analysis of complementary geriatric assessment. 数据驱动的衰弱和储备表型在老年门诊患者:补充老年评估的聚类分析。
IF 4.3 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fragi.2025.1678407
Maristella Belfiori, Francesco Salis, Benedetta Puxeddu, Martina Mulas, Monica Puligheddu, Antonella Mandas

Background: The progressive aging of the population represents a critical public health challenge. Within this context, the management of frailty has emerged as a central priority in geriatric care, with Comprehensive Geriatric Assessment (CGA) widely recognized as the gold-standard tool for its evaluation. This study aimed to stratify a large cohort of older adults using a multidimensional approach based on CGA, employing Principal Component Analysis (PCA) and Cluster Analysis to identify distinct phenotypic profiles.

Materials and methods: A cross-sectional study was conducted on 1055 outpatients aged ≥65 years, assessed at the Geriatric Outpatient Service of the University of Cagliari between 2020 and 2024. All participants underwent a CGA. PCA was performed on selected CGA variables, and the resulting components were used for a hierarchical cluster analysis. Post-hoc comparisons between clusters were conducted using ANOVA, Chi-squared or Fisher tests, as appropriate.

Results: PCA identified four principal components explaining 73.5% of total variance. The first component represented a Frailty Axis, while the second reflected Reserve Capacity. Cluster analysis based on these two axes revealed four distinct phenotypes: (I) Vulnerable Low-Complexity (younger patients with low comorbidity but significant cognitive, functional and nutritional impairments), (II) Resilient High-Reserve (low comorbidity with preserved cognitive, functional, and nutritional status and high educational attainment), (III) Resilient Frailty (high comorbidity, functional and nutritional deficits but preserved cognitive reserve) and (IV) Globally Frail (older patients with high comorbidity with multidomain impairments).

Conclusion: These findings demonstrate the ability of CGA, combined with PCA-informed clustering, to identify clinically meaningful frailty and resilience patterns in older adults. The study highlights the role of educational attainment as a key factor contributing to clinical reserve; conversely, it showed that demographic characteristics, laboratory markers, and comorbidities align with frailty.

背景:人口的逐步老龄化是一个重大的公共卫生挑战。在这种背景下,虚弱的管理已成为老年护理的中心优先事项,综合老年评估(CGA)被广泛认为是其评估的黄金标准工具。本研究旨在使用基于CGA的多维方法对一大群老年人进行分层,采用主成分分析(PCA)和聚类分析来确定不同的表型谱。材料与方法:对2020 - 2024年间卡利亚里大学老年门诊1055例年龄≥65岁的门诊患者进行了横断面研究。所有参与者都进行了CGA。对选择的CGA变量进行主成分分析,并将结果成分用于分层聚类分析。聚类间的事后比较酌情采用方差分析、卡方检验或Fisher检验。结果:主成分分析法确定了四个主成分,解释了总方差的73.5%。第一个部分代表脆弱轴,第二个部分反映储备能力。基于这两个轴的聚类分析揭示了四种不同的表型:(I)易损性低复杂性(年轻患者,低合并症,但显著的认知、功能和营养损伤),(II)弹性高储备(低合并症,保留认知、功能和营养状况,高学历),(III)弹性虚弱(高合并症,功能和营养缺陷,但保留认知储备)和(IV)整体虚弱(老年患者,高合并症,多领域损伤)。结论:这些发现证明了CGA结合pca信息聚类识别老年人临床有意义的虚弱和恢复模式的能力。研究强调了教育程度是影响临床储备的关键因素;相反,它表明人口统计学特征、实验室标记和合并症与虚弱相一致。
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Frontiers in aging
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