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Substituting Blood-Based Biomarkers for Imaging Measures in Alzheimer's Disease Studies: Implications for Sample Size and Bias. 用血液生物标志物代替阿尔茨海默病研究中的成像测量:样本量和偏倚的影响
Sarah F Ackley, Renaud La Joie, Michelle Caunca, Shubhabrata Mukherjee, Seo-Eun Choi, Emily H Trittschuh, Paul K Crane, Eleanor Hayes-Larson

Background: Blood-based biomarkers for Alzheimer's disease (AD) pathology are appealing options in large population-based studies due to their low cost, minimal invasiveness, and feasibility of collection in non-clinical settings. Despite these benefits, blood-based biomarkers have lower test-retest reliability than neuroimaging measures like amyloid positron emission tomography (amyloid-PET) Centiloids; trade-offs in power and bias remain unexplored.

Methods: We use data from Alzheimer's Disease Neuroimaging Initiative (ADNI) and the Anti-Amyloid Treatment in Asymptomatic Alzheimer's Disease (A4) studies, which include both amyloid-PET and blood-based measures, to assess differences in statistical power, required sample size, and bias when replacing a neuroimaging measure with a blood-based measure. We use simulations parameterized based on these studies to show potential implications of using plasma p-tau 181 or p-tau 217, blood-based AD biomarkers, in place of Centiloids from amyloid-PET, when the biomarker is either the exposure or the outcome in an analysis of interest.

Results: We demonstrated that substituting amyloid-PET Centiloids with a blood-based measure of p-tau can substantially reduce power, requiring 1.5 to 6.5 times the sample size to achieve 80% power compared to amyloid-PET. In addition, using a blood-based biomarker as the exposure can introduce significant regression dilution bias, attenuating estimated associations.

Conclusions: While blood-based biomarkers are lower cost and easier to collect than neuroimaging measures, their use as proxies for AD pathology may introduce substantial methodological challenges, depending on the p-tau isoform. Consideration of the sample sizes they necessitate and their potential for bias is critical for the design and interpretation of studies employing these biomarkers.

背景:基于血液的阿尔茨海默病(AD)病理生物标志物由于其低成本、最小侵入性和在非临床环境中收集的可行性,在大规模人群研究中具有吸引力。尽管有这些好处,但与淀粉样正电子发射断层扫描(amyloid- pet)等神经成像方法相比,血液生物标志物的重测可靠性较低;权力和偏见之间的权衡仍未得到探索。方法:我们使用来自阿尔茨海默病神经影像学倡议(ADNI)和无症状阿尔茨海默病抗淀粉样蛋白治疗(A4)研究的数据,其中包括淀粉样蛋白pet和基于血液的测量,来评估用基于血液的测量代替神经影像学测量时统计能力、所需样本量和偏差的差异。我们使用基于这些研究参数化的模拟来显示使用血浆p-tau 181或p-tau 217(基于血液的AD生物标志物)代替淀粉样蛋白- pet的Centiloids的潜在含义,当生物标志物是暴露或分析的结果时。结果:我们证明,用基于血液的p-tau测量替代淀粉样pet Centiloids可以大大降低功率,与淀粉样pet相比,需要1.5到6.5倍的样本量才能达到80%的功率。此外,使用基于血液的生物标志物作为暴露可能会引入显著的回归稀释偏差,从而减弱估计的关联。结论:虽然基于血液的生物标志物比神经成像测量成本更低,更容易收集,但根据p-tau亚型的不同,它们作为阿尔茨海默病病理指标的使用可能会带来实质性的方法挑战。考虑它们所需的样本量及其潜在的偏倚对于使用这些生物标志物的研究的设计和解释至关重要。
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引用次数: 0
Atlas of human cerebellar aging: nonlinear molecular trajectories reveal multidimensional mechanisms underlying cognitive and motor function regulation. 人类小脑衰老图谱:非线性分子轨迹揭示认知和运动功能调控的多维机制。
Xiuling Ma, Likun Zhao, Hongxin Pan, Zhongwen Feng, Jianlin Lin, Junjun Ji, Junrong Li, Xiaoxia Liu, Jinfeng Wang, Xijun Tang, Kefeng Li

The cerebellum, traditionally recognized for motor coordination, may also contribute to cognitive and emotional regulation, as recent evidence indicates. However, the molecular and structural changes in the human cerebellum during healthy aging remain poorly understood. This study systematically investigated the molecular trajectories and structural alterations in the human cerebellum across the adult lifespan (20-80 years) by integrating cerebella transcriptomic data from 456 non-disease brains and MRI structural neuroimaging data from 264 disease-free subjects. Fuzzy clustering analyses uncovered nonlinear expression trajectories involving synaptic plasticity, metabolic regulation, and protein homeostasis, highlighting multiple critical biological turning points across different age periods. Differential gene expression analyses identified early downregulation of immediate early genes (eg, FOS, NPAS4, EGR1-3) and sustained activation of stress-response pathways changes that precede observable functional decline. Moreover, we identified an integrated "synaptic plasticity-stress homeostasis" module, where immediate early genes and heat shock proteins exhibit coordinated regulation whose efficiency progressively declines with age. MRI analyses showed a pronounced acceleration of cerebellar gray matter (GM) loss after age 70, with multiple subregions affected, highlighting the nonlinear trajectory of cerebellar structural aging. In combination with the transcriptomic findings, these results indicate that cerebellar aging comprises complex, stage-dependent molecular alterations accompanied by GM reductions in later decades. This collective evidence advances our understanding of cerebellar aging biology and highlights the synaptic-stress module as a promising molecular axis that may inform future strategies to support cerebellar function in older adults.

小脑,传统上被认为是运动协调的,最近的证据表明,也可能有助于认知和情绪调节。然而,人类小脑在健康衰老过程中的分子和结构变化仍然知之甚少。本研究通过整合来自456个非疾病大脑的小脑转录组数据和来自264个无疾病受试者的MRI结构神经成像数据,系统地研究了人类小脑在整个成人寿命(20-80岁)中的分子轨迹和结构变化。模糊聚类分析揭示了涉及突触可塑性、代谢调节和蛋白质稳态的非线性表达轨迹,突出了不同年龄段的多个关键生物转折点。差异基因表达分析确定了直接早期基因(如FOS、NPAS4、EGR1-3)的早期下调,以及在可观察到的功能下降之前持续激活的应激反应通路变化。此外,我们还发现了一个集成的“突触可塑性-应激稳态”模块,其中eeg和热休克蛋白表现出协同调节,其效率随着年龄的增长而逐渐下降。MRI分析显示,70岁后小脑灰质损失明显加速,多个亚区受到影响,突出了小脑结构老化的非线性轨迹。结合转录组学的发现,这些结果表明,小脑衰老包括复杂的、阶段依赖的分子改变,并伴随着随后几十年的灰质减少。这一集体证据促进了我们对小脑衰老生物学的理解,并突出了突触应激模块作为一个有前途的分子轴,可能为未来支持老年人小脑功能的策略提供信息。
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引用次数: 0
Determinants of oral functions and oral frailty in older community-dwelling individuals: a comprehensive analysis. 老年社区居民口腔功能和口腔虚弱的决定因素:一项综合分析。
Leming Jia, Anastasios Grigoriadis, Ayumi Suzuki, Rickard Strandberg, Pia Skott, Gunilla Sandborgh Englund, Mats Trulsson, Abhishek Kumar

Background: Aging alters oral structures, affecting chewing and swallowing function. Oral function is increasingly recognized as an important component of systemic health outcomes in older individuals. Understanding age-related changes in oral function is crucial for oral health care. This study comprehensively evaluated the various oral function determinants and their age-related changes, identified key factors, and estimated the prevalence of poor oral functions.

Methods: A cross-sectional study of older individuals (n = 206) participated. Oral functions were objectively assessed through dental status, saliva secretion, orofacial muscle strength, masticatory performance, and swallowing function. Correlation analysis, cluster analysis, and multiple regression were employed to explore the complexities of oral function determinants and their interrelationships and to estimate the prevalence of poor oral functions.

Results: Correlation analysis showed significantly (p < .001) strong (rs = -0.79) to low (rs = -0.11) correlations between determinants of oral function. The cluster analysis successfully identified three major groups of oral function. Further, the multiple linear regression and backward elimination showed that chewing strokes, natural teeth, and tongue pressure (p < .001) were significant predictors of age. Additionally, the prevalence of older individuals with poor dental status, reduced tongue pressure strength, and low saliva secretion rate was estimated at 9.7%, 14.6%, and 8.3%, respectively.

Conclusions: Oral function determinants show age-related changes and have the potential to estimate the prevalence of poor oral functions in older individuals. These findings may be critical in identifying the phenotypic profile of people with poor oral function.

背景:衰老改变口腔结构,影响咀嚼和吞咽功能。口腔功能越来越被认为是老年人全身健康结果的重要组成部分。了解与年龄相关的口腔功能变化对口腔保健至关重要。本研究综合评估了各种口腔功能决定因素及其与年龄相关的变化,确定了关键因素,并估计了口腔功能不良人群的患病率。方法:对老年人进行横断面研究(n = 206)。通过牙齿状态、唾液分泌、口面肌力量、咀嚼功能和吞咽功能等客观评价口腔功能。采用相关分析、聚类分析和多元回归来探讨口腔功能决定因素的复杂性及其相互关系,并估计口腔功能不良个体的患病率。结论:口腔功能决定因素反映了年龄相关的变化,并有可能估计老年人口腔功能差的患病率。这些发现对于确定口腔功能不良人群的表型特征可能是至关重要的。
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引用次数: 0
Associations of unmet dental care needs due to cost with incident cardiovascular disease and dementia: a prospective study in the All of Us cohort. 未满足的牙科保健需求由于费用与心血管疾病和痴呆事件的关联:一项在All of Us队列中的前瞻性研究
Mabeline Velez, Peter T Buto, Anna M Pederson, Jennifer Weuve, Audrey R Murchland, Jingxuan Wang, M Maria Glymour, Kendra D Sims

Background: Poor oral health among older adults may contribute to cardiovascular and dementia risk via systemic inflammation and cardiometabolic comorbidities. Financial constraints are a major driver of unmet dental care needs for older individuals. This study investigates whether having dental care needs that were unmet due to cost is associated with subsequent incidence of cardiovascular disease (CVD) or dementia among adults aged 55 and older.

Methods: Participants in the All of Us cohort (N = 98 787) who responded to a survey question on dental care needs that were unmet due to cost were followed up to 5.3 years via electronic health records for onset of myocardial infarction (MI), stroke, heart failure (HF), or dementia. We estimated outcome-specific hazard ratios (HRs), using Cox proportional-hazards models, adjusting for demographic, behavioral, and clinical covariates.

Results: After adjustment for demographic factors, individuals who reported unmet dental needs due to cost had relatively higher incidence of HF (HR = 1.45; 95% CI, 1.30-1.63), MI (HR = 1.37; 95% CI, 1.17-1.61), stroke (HR = 1.45; 95% CI, 1.24-1.70), and dementia (HR = 1.37; 95% CI, 1.05-1.76). These associations were attenuated after further adjusting for socioeconomic, behavioral, and clinical factors. We did not observe differences by gender, racial and ethnic identity, or periodontitis diagnosis. The estimated population attributable fraction suggested that eliminating financial barriers to dental care could prevent 2%-4% of each outcome among older adults.

Conclusion: Financial barriers to dental care may be an important determinant of CVD and dementia among aging populations.

背景:老年人口腔健康状况不佳可能通过全身性炎症和心脏代谢合并症增加心血管和痴呆风险。财政限制是老年人牙科保健需求未得到满足的主要驱动因素。本研究调查了55岁及以上成年人因费用而未满足的牙科保健需求是否与随后的心血管疾病(CVD)或痴呆发病率相关。方法:All of Us队列的参与者(N = 98,787)回答了因费用而未得到满足的牙科保健需求的调查问题,通过电子健康记录随访5.3年,包括心肌梗死(MI)、中风、心力衰竭(HF)或痴呆的发病情况。我们使用Cox比例风险模型,调整了人口统计学、行为和临床协变量,估计了结果特异性风险比(hr)。结果:在调整人口统计学因素后,报告因费用而未满足牙科需求的个体发生HF (HR = 1.45; 95% CI: 1.30, 1.63)、MI (HR = 1.37; 95% CI: 1.17, 1.61)、卒中(HR = 1.45; 95% CI: 1.24, 1.70)和痴呆(HR = 1.37; 95% CI: 1.05, 1.76)的发生率相对较高。在进一步调整社会经济、行为和临床因素后,这些关联减弱。我们没有观察到性别、种族和民族身份或牙周炎诊断的差异。估计的人口归因比例表明,在老年人中消除牙科保健的经济障碍可以预防2-4%的每种结果。结论:牙科保健的经济障碍可能是老年人群心血管疾病和痴呆的重要决定因素。
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引用次数: 0
Comment on "exploring the relationship between pain, cognition, and chronic conditions: insights from the HAALSI study in rural South Africa". 对“探索疼痛、认知和慢性病之间的关系:来自南非农村HAALSI研究的见解”发表评论。
Cansu Atbas, Mehmet Ilkin Naharci
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引用次数: 0
Particulate air pollution and post-discharge recovery among older adults hospitalized for heart failure in the United States. 在美国因心力衰竭住院的老年人中,颗粒物空气污染与出院后康复。
Tong Wen, Jingwen Hu, Michelle Shardell, Rozalina McCoy, Shuo Chen, Kathleen Ryan, Jason Falvey, Chixiang Chen

Background: The impact of exposure to fine particulate matter (PM2.5) on post-discharge recovery in older adults already hospitalized for heart failure remains unclear. We evaluated associations between exposure to PM2.5 and days spent at home (DAH) as well as mortality in a nationwide representative sample of U.S. adults aged 65 years and older.

Methods: Data from 66 854 Medicare Fee-for-service beneficiaries with heart failure hospitalization (2017-2019) were linked with validated, model-derived mean PM2.5 concentrations at Zip Code Tabulation Areas level during the month of hospital admission. Post-discharge 180-day DAH was defined as days alive minus days spent in inpatient hospitals, hospital observation units, nursing facilities, or emergency departments. All-cause mortality was assessed as time from hospital discharge to death within 180 days. Quantile regression and Cox proportional regression models, adjusted for covariates, were used to quantify associations.

Results: Exposure to the highest quartile PM2.5 level (>8.61 µg/m3) was associated with 5.05 fewer DAH (95% CI: -8.61, -1.48; p = .006) after discharge at the 20th percentile of DAH, compared with those exposed to the lowest PM2.5 quartile (≤5.90 µg/m3). Exposure to the highest quartile PM2.5 levels was also associated with higher risk of all-cause mortality within 180 days after hospitalization as compared to the lowest PM2.5 quartile (hazard ratio = 1.05, 95% CI: 1.004-1.10, p = .033).

Conclusions: Particulate air pollution may negatively impact recovery more strongly at the lower tail of recovery than at the median or higher tail, highlighting the need for targeted intervention strategies to protect the most vulnerable patients.

背景:暴露于细颗粒物(PM2.5)对因心力衰竭住院的老年人出院后康复的影响尚不清楚。我们在美国65岁及以上成年人的全国代表性样本中评估了PM2.5暴露与在家天数(DAH)以及死亡率之间的关系。方法:将66854名2017-2019年心力衰竭住院的医疗保险按服务收费受益人的数据与入院一个月内邮政编码表区水平的经过验证的模型推导的平均PM2.5浓度联系起来。出院后180天DAH定义为存活天数减去在住院医院、医院观察单元、护理设施或急诊科度过的天数。全因死亡率以出院至180天内死亡的时间来评估。采用分位数回归和Cox比例回归模型,校正协变量,量化相关性。结果:与暴露于PM2.5最低四分位数的患者相比,暴露于最高四分位数PM2.5水平(>8.61µg/m3)的患者出院后DAH第20百分位数减少5.05 (95% CI: -8.61, -1.48; P = 0.006)(结论:颗粒空气污染对恢复的负面影响在恢复的下尾比在中位数或高尾更强烈,突出了有针对性的干预策略的必要性,以保护最脆弱的患者。
{"title":"Particulate air pollution and post-discharge recovery among older adults hospitalized for heart failure in the United States.","authors":"Tong Wen, Jingwen Hu, Michelle Shardell, Rozalina McCoy, Shuo Chen, Kathleen Ryan, Jason Falvey, Chixiang Chen","doi":"10.1093/gerona/glag028","DOIUrl":"10.1093/gerona/glag028","url":null,"abstract":"<p><strong>Background: </strong>The impact of exposure to fine particulate matter (PM2.5) on post-discharge recovery in older adults already hospitalized for heart failure remains unclear. We evaluated associations between exposure to PM2.5 and days spent at home (DAH) as well as mortality in a nationwide representative sample of U.S. adults aged 65 years and older.</p><p><strong>Methods: </strong>Data from 66 854 Medicare Fee-for-service beneficiaries with heart failure hospitalization (2017-2019) were linked with validated, model-derived mean PM2.5 concentrations at Zip Code Tabulation Areas level during the month of hospital admission. Post-discharge 180-day DAH was defined as days alive minus days spent in inpatient hospitals, hospital observation units, nursing facilities, or emergency departments. All-cause mortality was assessed as time from hospital discharge to death within 180 days. Quantile regression and Cox proportional regression models, adjusted for covariates, were used to quantify associations.</p><p><strong>Results: </strong>Exposure to the highest quartile PM2.5 level (>8.61 µg/m3) was associated with 5.05 fewer DAH (95% CI: -8.61, -1.48; p = .006) after discharge at the 20th percentile of DAH, compared with those exposed to the lowest PM2.5 quartile (≤5.90 µg/m3). Exposure to the highest quartile PM2.5 levels was also associated with higher risk of all-cause mortality within 180 days after hospitalization as compared to the lowest PM2.5 quartile (hazard ratio = 1.05, 95% CI: 1.004-1.10, p = .033).</p><p><strong>Conclusions: </strong>Particulate air pollution may negatively impact recovery more strongly at the lower tail of recovery than at the median or higher tail, highlighting the need for targeted intervention strategies to protect the most vulnerable patients.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Social and clinical frailty indices in aging mice: a comparative analysis of longitudinal and cross-sectional designs. 衰老小鼠的社会和临床衰弱指数:纵向和横断面设计的比较分析。
Maria Razzoli, Charles W Collinge, Monica Luciana, Alessandro Bartolomucci

Aging is a heterogeneous phenomenon provoked by biological processes that still need to be fully understood. Frailty is a relevant outcome of aging reflecting biological decline that can be quantified through indices measuring the accumulation of functional deficits. Age-related declines may occur across multiple domains of functioning, and longitudinal study designs may better characterize decline within aging individuals. Thus, it is imperative to characterize how frailty indices that capture different functional domains associate with one another over the natural lifespan and across study designs. Here, the clinical frailty index (CFI) and the mouse social frailty index (mSFI) were applied to male and female mice both longitudinally and cross-sectionally over the lifespan. An overall similar association with aging was apparent: within each cohort, both CFI and mSFI were strongly positively associated with age. The utility of the CFI and mSFI as age predictors within the longitudinal study was confirmed. Critically, a model developed within the longitudinal study based on CFI scores, mSFI scores, and sex was able to predict age better than alternative models using only one of the indices. This result suggests that the CFI and the mSFI capture intrinsically different elements of deficit accumulation with age. The same model also showed a good performance in predicting the age of mice in the cross-sectional study. Overall, these results demonstrate that the information captured by both frailty indices is relevant to aging, relationships between indices vary across study design, and both frailty domains are needed to produce better age predictions.

衰老是一种由生物过程引起的异质现象,仍需充分了解。衰弱是衰老反映生物衰退的相关结果,可以通过测量功能缺陷积累的指标来量化。与年龄相关的衰退可能发生在多个功能领域,纵向研究设计可能更好地表征衰老个体的衰退。因此,有必要描述捕获不同功能域的脆弱指数在自然寿命和研究设计中如何相互关联。在这里,临床虚弱指数(CFI)和小鼠社会虚弱指数(mSFI)应用于雄性和雌性小鼠的纵向和横向寿命。总体上与衰老的相关性相似:在每个队列中,CFI和mSFI都与年龄呈正相关。在纵向研究中,CFI和mSFI作为年龄预测因子的效用得到了证实。重要的是,在纵向研究中建立的基于CFI评分、mSFI评分和性别的模型能够比仅使用其中一个指标的替代模型更好地预测年龄。这一结果表明,CFI和mSFI捕捉到的赤字积累随年龄增长的内在不同因素。在横断面研究中,该模型在预测小鼠年龄方面也表现良好。总体而言,这些结果表明,两个脆弱指数捕获的信息与衰老有关,指数之间的关系因研究设计而异,并且需要两个脆弱域来产生更好的年龄预测。
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引用次数: 0
Associations of physical frailty with risk of incident cardiovascular disease by mediation of plasma metabolome changes. 血浆代谢组改变介导的身体虚弱与心血管疾病发生风险的关系
Guangbin Sun, Lan Yu, Nayili Mahemuti, Ao Sun, Dongfang Zhang, Yinyue Liu, Rui Xi, Qiang Zhang, Xumei Zhang, Xiaolong Xing, Xueli Yang

Background: Frailty has been increasingly recognized as a significant contributor to adverse cardiovascular outcomes. However, the metabolic mechanisms underlying this relationship remain unclear. This study aimed to identify metabolomic signatures of frailty and their mediating roles in cardiovascular disease (CVD) risk.

Methods: Using data from 95 770 UK Biobank participants, we applied elastic net regularized regression to construct a frailty-related metabolomic signature score comprising 43 plasma metabolites across lipids, amino acids, fatty acids, and energy metabolism. Cox proportional hazards models were used to assess the association between this metabolomic signatures score and incident CVD, coronary heart disease (CHD), and stroke over a median follow-up of 13.81 years. Mediation analysis under a counterfactual framework was conducted to quantify the extent to which the metabolomic signatures mediated the frailty-CVD association.

Results: High metabolomic signature scores were significantly associated with increased risks of CVD (hazard ratio [HR] = 1.44; 95% confidence interval [CI]: 1.36-1.53), CHD (HR = 1.50; 95% CI: 1.41-1.61), and stroke (HR = 1.45; 95% CI: 1.37-1.54). Mediation analysis indicated that the metabolomic signature accounted for 14.9% of the association between frailty and overall CVD, 16.0% for CHD, and 16.9% for stroke. Pathway enrichment analysis revealed 7 metabolic pathways significantly enriched in frailty, with the primary associations implicating carbohydrate and amino acid metabolism.

Conclusions: This study highlights a distinct frailty-related metabolic profile that independently predicts cardiovascular risk and partially mediates the frailty-CVD association. These findings underscore the value of metabolomic profiling in guiding early detection and prevention strategies for frailty-related cardiovascular outcomes.

背景:虚弱越来越被认为是心血管不良结局的重要因素。然而,这种关系背后的代谢机制尚不清楚。本研究旨在确定衰弱的代谢组学特征及其在心血管疾病(CVD)风险中的介导作用。方法:使用95,770名英国生物银行参与者的数据,我们应用弹性网络正则化回归构建了一个包含43种血浆代谢物(包括脂质、氨基酸、脂肪酸和能量代谢)的虚弱相关代谢组学特征评分。Cox比例风险模型用于评估代谢组学特征评分与心血管疾病、冠心病(CHD)和中风事件之间的关系,中位随访时间为13.81年。在反事实框架下进行中介分析,以量化代谢组学特征介导虚弱-心血管疾病关联的程度。结果:高代谢特征评分与心血管疾病(HR = 1.44; 95% CI: 1.36-1.53)、冠心病(HR = 1.50; 95% CI: 1.41-1.61)和中风(HR = 1.45; 95% CI: 1.37-1.54)的风险增加显著相关。中介分析表明,代谢组学特征占衰弱与总体CVD之间关联的14.9%,占冠心病的16.0%,占卒中的16.9%。途径富集分析显示,7条代谢途径在衰弱中显著富集,主要与碳水化合物和氨基酸代谢有关。结论:这项研究强调了一种独特的衰弱相关代谢谱,它可以独立预测心血管风险,并部分介导衰弱与心血管疾病的关联。这些发现强调了代谢组学分析在指导衰弱相关心血管结局的早期检测和预防策略方面的价值。
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引用次数: 0
Leveraging precision medicine analytics to optimize inflammation reduction and enhance physical function in older adults. 利用精准医学分析优化老年人的炎症减少和增强身体功能。
Sonum D Tharwani, David H Lynch, Dominic E Boccaccio, Hillary Spangler, Daiqi Gao, Amanda E Nelson, Donglin Zeng, Dakota Batchek, John A Batsis

Background: Chronic inflammation in older adults is a key contributor to functional decline and mortality. Although anti-inflammatory medications have shown limited success in improving physical function, emerging targeted approaches offer new promise. We applied machine learning to identify clusters of older adults with shared patterns of inflammatory and cardiometabolic dysregulation and evaluated their responses to specific interventions.

Methods: We conducted a secondary analysis of the Enabling Reduction of low-grade Inflammation in Seniors (ENRGISE) multicenter, double-blind, placebo-controlled, factorial trial. This trial assessed the effects of losartan, omega-3, combination therapy, or placebo on interleukin-6 (IL-6) levels and 400-m walking speed. Key variables were selected using least absolute shrinkage and selection operator (LASSO), followed by linear regression to identify those significantly affecting the outcome slope. The optimal intervention was defined as the one that maximized the estimated slope improvement.

Results: We included 287 participants (47.4% female; mean age 77.6 ± 5.4 years) with a baseline IL-6 of 4.81 pg/mL. If all participants had received the recommended interventions, the estimated mean IL-6 slope would be -0.70 pg/mL/year (95% CI, -3.71, 1.41), compared to -0.51 pg/mL/year (-1.47, 0.35) among those randomized. The estimated improvement in walking speed was +0.0017 m/s/year (-0.0336, 0.0407) for the recommended interventions versus +0.0015 m/s/year (-0.0145, 0.0154) observed in the trial. For grip strength, the slope was -1.02 kg/year (-2.63, 0.57) for the recommended group and -1.02 kg/year (-1.79, -0.45) for the trial group.

Conclusion: Although results were not significant, our findings suggest that tailored interventions based on individuals' unique profiles may yield more favorable effects compared to non-tailored approaches. However, further powered studies should continue to explore precision medicine analytics and their potential to help identify more effective and personalized interventions.

背景:老年人慢性炎症是导致功能衰退和死亡率的关键因素。虽然抗炎药物在改善身体机能方面的效果有限,但新兴的靶向治疗方法带来了新的希望。我们应用机器学习来识别具有共同炎症和心脏代谢失调模式的老年人集群,并评估他们对特定干预措施的反应。方法:我们对老年人低度炎症降低(ENRGISE)多中心、双盲、安慰剂对照、析因试验进行了二次分析。该试验评估了氯沙坦、omega-3、联合治疗或安慰剂对白细胞介素-6 (IL-6)水平和400米步行速度的影响。使用LASSO选择关键变量,然后进行线性回归以确定显著影响结果斜率的变量。最优干预被定义为使估计的坡度改善最大化的干预。结果:我们纳入了287名参与者(47.4%为女性,平均年龄77.6±5.4岁),基线IL-6为4.81 pg/mL。如果所有参与者都接受了推荐的干预措施,估计平均IL-6斜率将为-0.70 pg/mL/年(95% CI:-3.71, 1.41),而随机分组的平均IL-6斜率为-0.51 pg/mL/年(-1.47,0.35)。与试验中观察到的+0.0015 m/s/年(-0.0145,0.0154)相比,推荐干预措施的步行速度改善估计为+0.0017 m/s/年(-0.0336,0.0407)。握力方面,推荐组斜率为-1.02 kg/年(-2.63,0.57),试验组斜率为-1.02 kg/年(-1.79,-0.45)。结论:虽然结果并不显著,但我们的研究结果表明,基于个体独特特征的量身定制的干预措施可能比非量身定制的方法产生更有利的效果。然而,进一步的研究应该继续探索精准医学分析及其潜力,以帮助确定更有效和个性化的干预措施。
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引用次数: 0
Oxidative stress biomarkers as predictors of aging and age-related diseases. 氧化应激生物标志物作为衰老和年龄相关疾病的预测因子。
Yogesh Kumar, Anuja Pant, Somu Yadav, Pawan Kumar Maurya

Oxidative stress (OS) is a major feature of aging and is first brought on when the generation of Reactive oxygen species (ROS) surpasses the capacity of antioxidant defenses to neutralize them. Long-term exposure to ROS gradually damages vital biomolecules, resulting in the development of measurable biomarkers that indicate the degree of OS. Some forms of protein oxidation that impair enzymatic activity and interfere with cellular signaling are carbonyl compounds and advanced oxidation protein products. DNA is susceptible to OS, which can cause lesions like 8-hydroxy-2-deoxyguanosine, which indicates genomic instability and leads to cellular senescence and reduced function. Increased levels of lipid peroxidation byproducts, such as Malondialdehyde, 4-hydroxynonenal, and isoprostanes, indicate disturbed cellular balance and compromised membrane integrity. Additional information about the redox state can be found in antioxidant defenses. While important enzymatic antioxidants like glutathione peroxidase, catalase, and superoxide dismutase frequently show altered activity as one ages, indicating a reduced ability to counteract ROS, non-enzymatic antioxidants like glutathione, vitamins C and E, uric acid, bilirubin, and beta carotene provide extra defense but diminish with age. Combined, these biomarkers show how oxidative damage accumulates gradually and how the body's cellular defenses progressively deteriorate. By mapping their trajectories, we can better understand the biology of aging and develop targeted interventions and early detection tools to promote healthy aging. In this review, we summarized various OS biomarkers that help in the prediction of aging and age-related diseases.

氧化应激(OS)是衰老的一个主要特征,当活性氧(ROS)的产生超过抗氧化防御能力来中和它们时,就会首先引起氧化应激。长期暴露于ROS会逐渐损害重要的生物分子,从而产生可测量的生物标志物,表明氧化应激的程度。一些损害酶活性和干扰细胞信号的蛋白质氧化形式是羰基化合物和高级氧化蛋白质产物。DNA易受OS影响,OS可引起8-羟基-2-脱氧鸟苷等病变,这表明基因组不稳定,导致细胞衰老和功能下降。脂质过氧化副产物,如丙二醛(MDA)、4-羟基壬烯醛(4-NHE)和异前列腺素水平升高,表明细胞平衡受到干扰,膜完整性受损。关于氧化还原状态的更多信息可以在抗氧化防御中找到。虽然重要的酶促抗氧化剂,如谷胱甘肽过氧化物酶、过氧化氢酶和超氧化物歧化酶,经常随着年龄的增长而显示出改变的活性,表明对抗活性氧的能力下降,而非酶促抗氧化剂,如谷胱甘肽、维生素C和E、尿酸、胆红素和β -胡萝卜素提供额外的防御,但随着年龄的增长而减少。结合起来,这些生物标志物显示了氧化损伤是如何逐渐积累的,以及身体的细胞防御是如何逐渐恶化的。通过绘制它们的轨迹,我们可以更好地了解衰老的生物学,并开发有针对性的干预措施和早期检测工具,以促进健康衰老。在这篇综述中,我们总结了各种有助于预测衰老和年龄相关疾病的OS生物标志物。
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The journals of gerontology. Series A, Biological sciences and medical sciences
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