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Effects of Multicomponent Home-Based Intervention on Muscle Composition, Fitness, and Bone Density After Hip Fracture. 多成分家庭干预对髋部骨折后肌肉成分、体能和骨密度的影响
Alice S Ryan, Brock A Beamer, Ann L Gruber-Baldini, Rebecca L Craik, Justine Golden, Jack Guralnik, Marc C Hochberg, Kathleen K Mangione, Denise Orwig, Alan M Rathbun, Jay Magaziner

Background: Mechanistic factors on the pathway to improving independent ambulatory ability among hip fracture patients by a multicomponent home-based physical therapy intervention that emphasized aerobic, strength, balance, and functional training are unknown. The aim of this study was to determine the effects of 2 different home-based physical therapy programs on muscle area and attenuation (reflects muscle density) of the lower extremities, bone mineral density (BMD), and aerobic capacity.

Methods: Randomized controlled trial of home-based 16 weeks of strength, endurance, balance, and function exercises (PUSH, n = 19) compared to seated active range-of-motion exercises and transcutaneous electrical neurostimulation (PULSE, n = 18) in community-dwelling adults >60 years of age within 26 weeks of hip fracture.

Results: In PUSH and PULSE groups combined, the fractured leg had lower muscle area and muscle attenuation and higher subcutaneous fat than the nonfractured leg (p < .001) at baseline. At 16 weeks, mean muscle area of the fractured leg was higher in the PUSH than PULSE group (p = .04). Changes in muscle area were not significantly different when compared to the comparative PULSE group. There was a clinically relevant difference in change in femoral neck BMD between groups (p = .05) that showed an increase after PULSE and decrease after PUSH. There were generally no between-group differences in mean VO2peak tests at 16-week follow-up, except the PUSH group reached a higher max incline (p = .04).

Conclusions: The treatment effects of a multicomponent home-based physical therapy intervention on muscle composition, BMD, and aerobic capacity were not significantly different than an active control intervention in older adults recovering from hip fracture.

Trial registration: ClinicalTrials.gov Identifier: NCT01783704.

背景:通过强调有氧、力量、平衡和功能训练的多组分家庭物理治疗干预来提高髋部骨折患者独立行动能力的机制尚不清楚。本研究旨在确定两种不同的家庭物理治疗方案对下肢肌肉面积和衰减(反映肌肉密度)、骨矿物质密度和有氧能力的影响。.方法对髋部骨折后26周内、年龄大于60岁、居住在社区的成年人进行为期16周的力量、耐力、平衡和功能锻炼(PUSH,人数=19)与坐姿主动活动范围锻炼和经皮神经电刺激(PULSE,人数=18)的随机对照试验:结果:与未骨折的腿相比,PUSH 组和 PULSE 组骨折腿的肌肉面积和肌肉衰减较低,皮下脂肪较高(结论:PUSH 组和 PULSE 组的肌肉面积和肌肉衰减较低,皮下脂肪较高):在髋部骨折恢复期的老年人中,多成分家庭物理治疗干预对肌肉成分、BMD和有氧能力的治疗效果与主动对照干预相比没有显著差异。
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引用次数: 0
Lack of Immune Resilience Negatively Affects Physical Resilience: Results From the InCHIANTI Follow-Up Study. 缺乏免疫力会对身体复原力产生负面影响。InCHIANTI 跟踪研究的结果。
Raffaello Pellegrino, Roberto Paganelli, Angelo Di Iorio, Stefania Bandinelli, Chiara Mussi, Eleonora Sparvieri, Stefano Volpato, Toshiko Tanaka, Luigi Ferrucci

There is consistent evidence that immune response declines with aging, with wide interindividual variability and a still unclear relationship with the development of frailty. To address this question, we assessed the role of immune resilience (capacity to restore immune functions), operationalized as the neutrophil-to-lymphocytes ratio (NL-ratio) and monocytes-to-lymphocytes ratio (ML-ratio), in the pathway that from robust status shifts to pre-frailty and frailty, and finally to death. The InCHIANTI study enrolled representative samples from the registry lists of 2 towns in Tuscany, Italy. Baseline data were collected in 1998, with follow-up visits every 3 years. The 1 453 participants enrolled were assessed and followed for lifestyle, clinical condition, physical performance, clinical, and physiological measures. For the purpose of this analysis, we used only 1 022 subjects aged 65 or older at baseline. Participants in the 3 highest deciles of distribution for NL-ratio (>2.44) were more likely to experience a transition from robust to pre-frail, and to overt frailty status. Moreover, NL-ratio (tenth decile > 3.53) and ML-ratio (tenth decile > 2.02) were both predictors of mortality. These results were independent of chronological age, sex, comorbidities, and chronic low-grade inflammation assessed by high sensitivity C-reactive protein measurement. The 2 leucocytes-derived ratios, NL-ratio and ML-ratio, represent markers of immune resilience and predict changes in physical resilience and mortality. These biomarkers are inexpensive because they are based on data routinely collected in clinical practice and can be used to assess the risk of frailty progression and mortality. Clinical Trials Registration Number: NCT01331512.

有一致的证据表明,免疫反应会随着年龄的增长而下降,但个体间的差异很大,而且与虚弱的发展之间的关系仍不明确。为了解决这个问题,我们评估了免疫复原力(恢复免疫功能的能力)在从强健状态转变为衰弱前期和衰弱,最后导致死亡的过程中所起的作用,免疫复原力可以用中性粒细胞与淋巴细胞的比率(NL-ratio)和单核细胞与淋巴细胞的比率(ML-ratio)来表示。InCHIANTI 研究从意大利托斯卡纳两个城镇的登记名单中选取了具有代表性的样本。基线数据于 1998 年收集,每三年进行一次随访。对 1453 名参与者的生活方式、临床状况、身体表现、临床和生理指标进行了评估和跟踪。在本次分析中,我们仅使用了 1022 名基线年龄在 65 岁或以上的受试者。NL-比率(>2.44)分布最高的三个十分位数的受试者更有可能经历从健壮到前期虚弱以及明显虚弱状态的转变。此外,NL 比率(第十分位数大于 3.53)和 ML 比率(第十分位数大于 2.02)都是预测死亡率的因素。这些结果与实际年龄、性别、合并症以及通过高灵敏度 C 反应蛋白测量评估的慢性低度炎症无关。两个白细胞衍生比率,即 NL 比率和 ML 比率,代表了免疫复原力的标志物,可预测身体复原力和死亡率的变化。这些生物标志物基于临床实践中收集的常规数据,成本低廉,可用于评估衰弱进展和死亡风险。
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引用次数: 0
Association Between Trajectory of Socioeconomic Position and Regional Brain Volumes Related to Dementia: Results From the NEIGE Study. 社会经济地位轨迹与痴呆相关的区域脑容量之间的关联:来自NEIGE研究的结果。
Ayako Morita, Takeo Fujiwara, Hiroshi Murayama, Masaki Machida, Shigeru Inoue, Yugo Shobugawa

Background: Low socioeconomic position (SEP) has been linked to an increased risk of dementia. However, little is known about the association between SEP trajectory and regional brain volumes related to dementia.

Methods: A random sample of community-dwelling older adults (n = 428, age = 73.1 ± 5.5) living in Tokamachi City (Niigata Prefecture, Japan) without medical histories of dementia, Parkinson's disease, and depression who underwent automated assessment of brain volumes on magnetic resonance imaging and responded to a self-administered questionnaire survey in 2017. We measured SEP in childhood (household SEP at age 15), young adulthood (education), mid-adulthood (the longest occupation), and late adulthood (current wealth), and further performed group-based trajectory analysis to identify lifetime trajectory patterns on SEP. Multivariate regression models were employed to investigate the association between SEP trajectories and 4 regional brain volumes related to the development of Alzheimer's disease (ie, entorhinal cortex, hippocampus, amygdala, and the parahippocampus), the most common type of dementia.

Results: We found 3 distinct SEP trajectories (stable middle class [68%], downward [23%], and upward [9%]). Compared to those who experienced stable middle class, older adults who experienced the upward SEP mobility had significantly larger hippocampus (β: 213.2, 95% confidence interval: 14.7, 411.8). On the other hand, older adults who experienced downward SEP mobility showed no significant differences in any of the 4 brain structural volumes.

Conclusions: Our findings indicate that upward life-course SEP mobility is associated with larger volumes of hippocampus in old age. SEP trajectory may offer us a useful lens to enhance our understanding of the etiology of dementia.

背景:低社会经济地位(SEP)与痴呆风险增加有关。然而,关于SEP轨迹与痴呆相关的区域脑容量之间的关系知之甚少。方法:随机抽取居住在日本新泻县Tokamachi市、无痴呆、帕金森病和抑郁症病史的社区老年人(n = 428,年龄= 73.1±5.5),于2017年接受磁共振成像自动评估脑容量,并自行填写问卷调查。我们测量了儿童时期(15岁时的家庭SEP)、青年期(教育)、中年期(最长职业)和成年后期(当前财富)的SEP,并进一步进行了基于群体的轨迹分析,以确定SEP的一生轨迹模式。采用多变量回归模型来研究SEP轨迹与阿尔茨海默病(AD)发展相关的四个区域脑容量(即内嗅皮质、海马、杏仁核和副海马体),这是最常见的痴呆症类型。结果:我们发现了三种不同的SEP轨迹[稳定的中产阶级(68%),下降(23%)和上升(9%)]。与经历稳定中产阶级的老年人相比,经历SEP向上移动的老年人海马区明显更大(β: 213.2, 95%CI: 14.7, 411.8)。另一方面,经历过SEP向下移动的老年人在四个脑结构体积中的任何一个都没有显着差异。结论:我们的研究结果表明,SEP在生命过程中向上移动与老年海马体积增大有关。SEP轨迹可以为我们提供一个有用的视角,以增强我们对痴呆病因的理解。
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引用次数: 0
Changes in Expression of Key Genes in Alzheimer's Disease: A Specific Brain Tissue Change. 阿尔茨海默病关键基因的表达变化:特定脑组织的变化
Lucas Trevizani Rasmussen, Roger Willian de Labio, Mônica Pezenatto Dos Santos, Bruno Mari Fredi, Eduardo Federighi Baisi Chagas, Elizabeth Suchi Chen, Gustavo Turecki, Marília de Arruda Cardoso Smith, Spencer Luiz Marques Payão

Alzheimer's disease (AD) is an irreversible and neurodegenerative disorder. Its etiology is not clear, but the involvement of genetic components plays a central role in the onset of the disease. In the present study, the expression of 10 genes (APP, PS1 and PS2, APOE, APBA2, LRP1, GRIN2B, INSR, GJB1, and IDE) involved in the main pathways related to AD were analyzed in auditory cortices and cerebellum from 29 AD patients and 29 healthy older adults. Raw analysis revealed tissue-specific changes in genes LRP1, INSR, and APP. A correlation analysis showed a significant effect also tissue-specific AD in APP, GRIN2B, INSR, and LRP1. Furthermore, the E4 allele of the APOE gene revealed a significant correlation with change expression tissue-specific in ABPA2, APP, GRIN2B, LRP1, and INSR genes. To assess the existence of a correction between changes in target gene expression and a probability of AD in each tissue (auditory cortices and cerebellum) an analysis of the effect of expressions was realized and showed that the reduction in the expression of the APP in auditory cortex and GRIN2B cerebellum had a significant effect in increasing the probability of AD, in the same logic, our result also suggesting that increased expression of the LRP1 and INSR genes had a significant effect on increasing the probability of AD. Our results showed tissue-specific gene expression alterations associated with AD and certainly opened new perspectives to characterize factors involved in gene regulation and to obtain possible biomarkers for AD.

阿尔茨海默病(AD)是一种不可逆的神经退行性疾病。其病因尚不清楚,但遗传因素在发病中起着核心作用。本研究分析了 29 名 AD 患者和 29 名健康老年人的听觉皮层和小脑中涉及阿尔茨海默病主要相关通路的 10 个基因(APP、PS1 和 PS2、APOE、APBA2、LRP1、GRIN2B、INSR、GJB1 和 IDE)的表达情况。原始分析显示了 LRP1、INSR 和 APP 基因的组织特异性变化。相关分析表明,APP、GRIN2B、INSR 和 LRP1 也对 AD 的组织特异性有显著影响。此外,APOE 基因的 E4 等位基因与 ABPA2、APP、GRIN2B、LRP1 和 INSR 基因的组织特异性表达变化有显著相关性。为了评估目标基因表达变化与各组织(听觉皮层和小脑)AD发病概率之间是否存在校正关系,我们对表达的影响进行了分析,结果表明,APP在听觉皮层和GRIN2B在小脑中的表达减少对AD发病概率的增加有显著影响,同样,我们的结果还表明,LRP1和INSR基因表达的增加对AD发病概率的增加有显著影响。我们的研究结果显示了与阿尔茨海默病相关的组织特异性基因表达改变,这无疑为描述参与基因调控的因素和获得可能的阿尔茨海默病生物标志物开辟了新的视角。
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引用次数: 0
The Impact of Type 2 Diabetes on Peripheral and Cerebral Hemodynamic Responses to Active Stand. 2 型糖尿病对积极站立时外周和大脑血流动力学反应的影响。
Belinda Hernández, Adam H Dyer, Ciaran Finucane, Bernardo Nipoti, Roman Romero-Ortuno, Richard Reilly, Rose Anne Kenny

Background: Although type 2 diabetes mellitus (T2DM) is an established risk factor for cognitive impairment, the underlying mechanisms remain poorly explored. One potential mechanism may be through effects of T2DM on cerebral perfusion. The current study hypothesized that T2DM is associated with altered peripheral and central hemodynamic responses to orthostasis, which may in turn be associated with cognitive impairment in T2DM.

Methods: A novel use of function-on-scalar regression, which allows the entire hemodynamic response curve to be modeled, was employed to assess the association between T2DM and hemodynamic responses to orthostasis. Logistic regression was used to assess the relationship between tissue saturation index (TSI), T2DM, and cognitive impairment. All analyses used cross-sectional data from Wave 3 of The Irish Longitudinal Study on Ageing (TILDA).

Results: Of 2 984 older adults (aged 64.3 ± 8.0; 55% female), 189 (6.3%) had T2DM. T2DM was associated with many features that are indicative of autonomic dysfunction including a blunted peak heart rate and lower diastolic blood pressure. T2DM was associated with reduced TSI and also with greater odds of impaired performance on the Montreal Cognitive Assessment (odds ratio [OR]: 1.62; confidence interval [CI: 1.07, 2.56]; p = .019). Greater TSI was associated with lower odds of impaired performance (OR: 0.90, CI [0.81-0.99]; p = .047).

Conclusions: T2DM was associated with impaired peripheral and cerebral hemodynamic responses to active stand. Both T2DM and reduced cerebral perfusion were associated with impaired cognitive performance. Altered cerebral perfusion may represent an important mechanism linking T2DM and adverse brain health outcomes in older adults.

背景:虽然 2 型糖尿病(T2DM)是认知功能障碍的一个既定风险因素,但对其潜在机制的研究仍然很少。其中一个潜在机制可能是 T2DM 对脑灌注的影响。本研究假设 T2DM 与外周和中枢血流动力学对正压反应的改变有关,而正压反应又可能与 T2DM 患者的认知障碍有关:方法:我们采用了一种新颖的梯度函数回归方法来评估T2DM与正压血流动力学反应之间的关联,该方法允许对整个血流动力学反应曲线进行建模。逻辑回归用于评估组织饱和度指数(TSI)、T2DM 和认知障碍之间的关系。所有分析都使用了爱尔兰老龄化纵向研究(TILDA)第 3 波的横断面数据:在 2984 名老年人(年龄为 64.3 ± 8.0;55% 为女性)中,189 人(6.3%)患有 T2DM。T2DM 与许多表明自律神经功能失调的特征有关,包括心率峰值减弱和舒张压降低。T2DM 与组织饱和度指数(TSI)降低有关,也与蒙特利尔认知评估(Montreal Cognitive Assessment)表现受损的几率增大有关(OR:1.62,CI (1.07,2.56);P=0.019)。TSI越大,表现受损的几率越低(OR:0.90,CI (0.81-0.99);P=0.047):结论:T2DM 与活动站立时外周和大脑血流动力学反应受损有关。T2DM和脑血流灌注减少都与认知能力受损有关。脑血流灌注的改变可能是 T2DM 与老年人脑健康不良后果相关的一个重要机制。
{"title":"The Impact of Type 2 Diabetes on Peripheral and Cerebral Hemodynamic Responses to Active Stand.","authors":"Belinda Hernández, Adam H Dyer, Ciaran Finucane, Bernardo Nipoti, Roman Romero-Ortuno, Richard Reilly, Rose Anne Kenny","doi":"10.1093/gerona/glae073","DOIUrl":"10.1093/gerona/glae073","url":null,"abstract":"<p><strong>Background: </strong>Although type 2 diabetes mellitus (T2DM) is an established risk factor for cognitive impairment, the underlying mechanisms remain poorly explored. One potential mechanism may be through effects of T2DM on cerebral perfusion. The current study hypothesized that T2DM is associated with altered peripheral and central hemodynamic responses to orthostasis, which may in turn be associated with cognitive impairment in T2DM.</p><p><strong>Methods: </strong>A novel use of function-on-scalar regression, which allows the entire hemodynamic response curve to be modeled, was employed to assess the association between T2DM and hemodynamic responses to orthostasis. Logistic regression was used to assess the relationship between tissue saturation index (TSI), T2DM, and cognitive impairment. All analyses used cross-sectional data from Wave 3 of The Irish Longitudinal Study on Ageing (TILDA).</p><p><strong>Results: </strong>Of 2 984 older adults (aged 64.3 ± 8.0; 55% female), 189 (6.3%) had T2DM. T2DM was associated with many features that are indicative of autonomic dysfunction including a blunted peak heart rate and lower diastolic blood pressure. T2DM was associated with reduced TSI and also with greater odds of impaired performance on the Montreal Cognitive Assessment (odds ratio [OR]: 1.62; confidence interval [CI: 1.07, 2.56]; p = .019). Greater TSI was associated with lower odds of impaired performance (OR: 0.90, CI [0.81-0.99]; p = .047).</p><p><strong>Conclusions: </strong>T2DM was associated with impaired peripheral and cerebral hemodynamic responses to active stand. Both T2DM and reduced cerebral perfusion were associated with impaired cognitive performance. Altered cerebral perfusion may represent an important mechanism linking T2DM and adverse brain health outcomes in older adults.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11025558/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140023809","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
Chewing Disability Is Associated With Cognitive Impairment Among Older Adults: A Population-Based Cohort Study. 咀嚼障碍与老年人的认知障碍有关:一项基于人群的队列研究。
Gustavo G Nascimento, Huihua Li, Rahul Malhotra, Fábio R M Leite, Karen G Peres, Angelique Chan, Marco A Peres

Background: Chewing disability is associated with impaired quality of life, potentially leading to depression, and cognitive impairment. Although the chewing-ability-cognition relationship has been explored, examining whether depression mediates this relationship remains unclear. We investigated the association between chewing disability and cognitive impairment development and a potential mediation via depression among older persons.

Methods: Older persons without cognitive impairment at baseline (n = 973) from the 3 waves of the Panel on Health and Ageing of Singaporean Elderly were investigated. The outcome was incident cognitive impairment by the end of the study, while the exposure was chewing disability over the study period. Time-varying depression was the mediator. Time-fixed confounders included sex, ethnicity, education, marital status, living arrangement, and housing type, and time-varying confounders included age, smoking, cardiovascular diseases, diabetes, number of teeth, and denture wearing. We used marginal structural modeling to evaluate the effect of chewing disability on cognitive impairment development.

Results: After 6 years, 11% developed cognitive impairment, and chewing disability was reported by 33%. Chewing disability was associated with higher odds of developing cognitive impairment (OR 1.43, 95% CI: 1.09, 1.87), of which 85.3% was explained by the controlled direct effect of chewing disability, whereas the remaining 14.7% could be eliminated if there was no depression.

Conclusions: Our findings indicate an association between chewing disability and cognitive impairment, while the role of depression could not be fully elucidated. Oral health should be incorporated as part of older persons' care for its potential to assess the risk for other systemic conditions.

背景:咀嚼障碍与生活质量受损有关,可能导致抑郁和认知障碍。虽然咀嚼能力与认知能力之间的关系已经得到了探讨,但抑郁是否调解了这种关系仍不清楚。我们研究了老年人咀嚼障碍与认知障碍发展之间的关系,以及通过抑郁进行调解的可能性:方法:我们对新加坡老年人健康与老龄化小组(PHASE)三次调查中基线无认知障碍的老年人(973 人)进行了调查。研究结果是研究结束时发生的认知障碍,而暴露是研究期间的咀嚼障碍。随时间变化的抑郁是中介因素。时间固定的混杂因素包括性别、种族、教育程度、婚姻状况、居住安排和住房类型,时间变化的混杂因素包括年龄、吸烟、心血管疾病、糖尿病、牙齿数量和义齿佩戴情况。我们采用边际结构模型来评估咀嚼障碍对认知障碍发展的影响:六年后,11%的人出现了认知障碍,33%的人报告有咀嚼障碍。咀嚼障碍与较高的认知障碍发生几率相关(OR 1.43,95% CI 1.09,1.87),其中 85.3% 的原因是咀嚼障碍的直接控制效应,而其余 14.7% 的原因可以在没有抑郁的情况下排除:我们的研究结果表明,咀嚼功能障碍与认知障碍之间存在关联,而抑郁症的作用尚未完全阐明。口腔健康应作为老年人护理的一部分,因为它有可能评估其他系统疾病的风险。
{"title":"Chewing Disability Is Associated With Cognitive Impairment Among Older Adults: A Population-Based Cohort Study.","authors":"Gustavo G Nascimento, Huihua Li, Rahul Malhotra, Fábio R M Leite, Karen G Peres, Angelique Chan, Marco A Peres","doi":"10.1093/gerona/glae074","DOIUrl":"10.1093/gerona/glae074","url":null,"abstract":"<p><strong>Background: </strong>Chewing disability is associated with impaired quality of life, potentially leading to depression, and cognitive impairment. Although the chewing-ability-cognition relationship has been explored, examining whether depression mediates this relationship remains unclear. We investigated the association between chewing disability and cognitive impairment development and a potential mediation via depression among older persons.</p><p><strong>Methods: </strong>Older persons without cognitive impairment at baseline (n = 973) from the 3 waves of the Panel on Health and Ageing of Singaporean Elderly were investigated. The outcome was incident cognitive impairment by the end of the study, while the exposure was chewing disability over the study period. Time-varying depression was the mediator. Time-fixed confounders included sex, ethnicity, education, marital status, living arrangement, and housing type, and time-varying confounders included age, smoking, cardiovascular diseases, diabetes, number of teeth, and denture wearing. We used marginal structural modeling to evaluate the effect of chewing disability on cognitive impairment development.</p><p><strong>Results: </strong>After 6 years, 11% developed cognitive impairment, and chewing disability was reported by 33%. Chewing disability was associated with higher odds of developing cognitive impairment (OR 1.43, 95% CI: 1.09, 1.87), of which 85.3% was explained by the controlled direct effect of chewing disability, whereas the remaining 14.7% could be eliminated if there was no depression.</p><p><strong>Conclusions: </strong>Our findings indicate an association between chewing disability and cognitive impairment, while the role of depression could not be fully elucidated. Oral health should be incorporated as part of older persons' care for its potential to assess the risk for other systemic conditions.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140029958","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
Develop and Validate a Prognostic Index With Laboratory Tests to Predict Mortality in Middle-Aged and Older Adults Using Machine Learning Models: A Prospective Cohort Study. 利用机器学习模型开发并验证预测中老年人死亡率的实验室检测预后指数:一项前瞻性队列研究。
Chi-Hsien Huang, Yao-Hwei Fang, Shu Zhang, I-Chien Wu, Shu-Chun Chuang, Hsing-Yi Chang, Yi-Fen Tsai, Wei-Ting Tseng, Ray-Chin Wu, Yen-Tze Liu, Li-Ming Lien, Chung-Chou Juan, Chikako Tange, Rei Otsuka, Hidenori Arai, Chih-Cheng Hsu, Chao Agnes Hsiung

Background: Prognostic indices can enhance personalized predictions of health burdens. However, a simple, practical, and reproducible tool is lacking for clinical use. This study aimed to develop a machine learning-based prognostic index for predicting all-cause mortality in community-dwelling older individuals.

Methods: We utilized the Healthy Aging Longitudinal Study in Taiwan (HALST) cohort, encompassing data from 5 663 participants. Over the 5-year follow-up, 447 deaths were confirmed. A machine learning-based routine blood examination prognostic index (MARBE-PI) was developed using common laboratory tests based on machine learning techniques. Participants were grouped into multiple risk categories by stratum-specific likelihood ratio analysis based on their MARBE-PI scores. The MARBE-PI was subsequently externally validated with an independent population-based cohort from Japan.

Results: Beyond age, sex, education level, and BMI, 6 laboratory tests (low-density lipoprotein, albumin, aspartate aminotransferase, lymphocyte count, high-sensitivity C-reactive protein, and creatinine) emerged as pivotal predictors via stepwise logistic regression (LR) for 5-year mortality. The area under curves of MARBE-PI constructed by LR were 0.799 (95% confidence interval [95% CI]: 0.778-0.819) and 0.756 (95% CI: 0.694-0.814) for the internal and external validation data sets, and were 0.801 (95% CI: 0.790-0.811) and 0.809 (95% CI: 0.774-0.845) for the extended 10-year mortality in both data sets, respectively. Risk categories stratified by MARBE-PI showed a consistent dose-response association with mortality. The MARBE-PI also performed comparably with indices constructed with clinical health deficits and/or laboratory results.

Conclusions: The MARBE-PI is considered the most applicable measure for risk stratification in busy clinical settings. It holds potential to pinpoint older individuals at elevated mortality risk, thereby aiding clinical decision-making.

背景:预后指数可以增强对健康负担的个性化预测。然而,临床上还缺乏一种简单、实用且可重复使用的工具。本研究旨在开发一种基于机器学习的预后指数,用于预测社区老年人的全因死亡率:方法:我们利用了台湾健康老龄化纵向研究(HALST)队列,其中包括 5663 名参与者的数据。在为期 5 年的随访中,有 447 例死亡得到确认。基于机器学习技术,利用常见的实验室检测方法开发出了基于机器学习的常规血液检查预后指数(MARBE-PI)。根据 MARBE-PI 分数,通过分层似然比分析将参与者分为多个风险类别。随后,MARBE-PI 在日本的一个独立人群队列中进行了外部验证:除年龄、性别、教育程度和体重指数外,通过逐步逻辑回归,六项实验室检测(低密度脂蛋白、白蛋白、谷草转氨酶、淋巴细胞计数、hsCRP 和肌酐)成为预测 5 年死亡率的关键因素。在内部和外部验证数据集中,通过逻辑回归构建的 MARBE-PI 的 AUC 分别为 0.799(95% CI:0.778-0.819)和 0.756(95% CI:0.694-0.814);在这两个数据集中,通过逻辑回归构建的 MARBE-PI 的 AUC 分别为 0.801(95% CI:0.790-0.811)和 0.809(95% CI:0.774-0.845)。按 MARBE-PI 分层的风险类别与死亡率呈一致的剂量-反应关系。MARBE-PI的表现也与根据临床健康缺陷和/或实验室结果构建的指数相当:MARBE-PI被认为是在繁忙的临床环境中最适用于风险分层的测量方法。结论:MARBE-PI 被认为是在繁忙的临床环境中最适用于风险分层的测量方法,它有可能准确定位死亡风险较高的老年人,从而帮助临床决策。
{"title":"Develop and Validate a Prognostic Index With Laboratory Tests to Predict Mortality in Middle-Aged and Older Adults Using Machine Learning Models: A Prospective Cohort Study.","authors":"Chi-Hsien Huang, Yao-Hwei Fang, Shu Zhang, I-Chien Wu, Shu-Chun Chuang, Hsing-Yi Chang, Yi-Fen Tsai, Wei-Ting Tseng, Ray-Chin Wu, Yen-Tze Liu, Li-Ming Lien, Chung-Chou Juan, Chikako Tange, Rei Otsuka, Hidenori Arai, Chih-Cheng Hsu, Chao Agnes Hsiung","doi":"10.1093/gerona/glae041","DOIUrl":"10.1093/gerona/glae041","url":null,"abstract":"<p><strong>Background: </strong>Prognostic indices can enhance personalized predictions of health burdens. However, a simple, practical, and reproducible tool is lacking for clinical use. This study aimed to develop a machine learning-based prognostic index for predicting all-cause mortality in community-dwelling older individuals.</p><p><strong>Methods: </strong>We utilized the Healthy Aging Longitudinal Study in Taiwan (HALST) cohort, encompassing data from 5 663 participants. Over the 5-year follow-up, 447 deaths were confirmed. A machine learning-based routine blood examination prognostic index (MARBE-PI) was developed using common laboratory tests based on machine learning techniques. Participants were grouped into multiple risk categories by stratum-specific likelihood ratio analysis based on their MARBE-PI scores. The MARBE-PI was subsequently externally validated with an independent population-based cohort from Japan.</p><p><strong>Results: </strong>Beyond age, sex, education level, and BMI, 6 laboratory tests (low-density lipoprotein, albumin, aspartate aminotransferase, lymphocyte count, high-sensitivity C-reactive protein, and creatinine) emerged as pivotal predictors via stepwise logistic regression (LR) for 5-year mortality. The area under curves of MARBE-PI constructed by LR were 0.799 (95% confidence interval [95% CI]: 0.778-0.819) and 0.756 (95% CI: 0.694-0.814) for the internal and external validation data sets, and were 0.801 (95% CI: 0.790-0.811) and 0.809 (95% CI: 0.774-0.845) for the extended 10-year mortality in both data sets, respectively. Risk categories stratified by MARBE-PI showed a consistent dose-response association with mortality. The MARBE-PI also performed comparably with indices constructed with clinical health deficits and/or laboratory results.</p><p><strong>Conclusions: </strong>The MARBE-PI is considered the most applicable measure for risk stratification in busy clinical settings. It holds potential to pinpoint older individuals at elevated mortality risk, thereby aiding clinical decision-making.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139725595","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
Everyday Discrimination Is Associated With Higher Odds of Hospitalizations Among Older African Americans. 日常歧视与非裔美国老人较高的住院几率有关。
Brittney S Lange-Maia, Bryan D James, Ana W Capuano, Francine Grodstein, Yi Chen, Lisa L Barnes

Background: Everyday discrimination-experiences of being treated unfairly based on background characteristics like race-is linked to poor physical and mental health throughout the lifespan. Whether more experiences of discrimination are associated with higher odds of being hospitalized in older African Americans has not been explored.

Methods: Community-dwelling participants from 3 longitudinal cohort studies (N = 446, age 65+ years) with discrimination scores and ≥12 months of linked Medicare claims were included. Hospitalizations were identified using Medicare fee-for-service claims, available for an average of 6.2 (SD: 3.7) years of follow-up after baseline.

Results: In mixed-effects ordinal logistic regression models (outcomes of 0, 1, or 2+ hospitalizations per year) adjusted for age, sex, education, and income, higher discrimination was associated with higher odds of total annual hospitalizations (odds ratio [OR] per point higher = 1.09, 95% confidence intervals [95% CI]: 1.02-1.17). Results were similar when accounting for depressive symptoms.

Conclusions: Higher exposure to everyday discrimination is associated with higher odds of hospitalization among older African Americans. Mechanisms underlying associations should be explored further to understand how hospitalizations may be reduced in older African Americans.

背景:日常歧视--基于种族等背景特征而受到不公平对待的经历--与人一生中身心健康状况不佳有关。至于非裔美国老年人是否会因遭受更多歧视而住院治疗的几率更高,目前还没有研究:方法:纳入了三项纵向队列研究中居住在社区的参与者(人数=446,年龄在 65 岁以上,具有歧视评分且关联的医疗保险索赔≥12 个月)。住院情况通过医疗保险付费服务报销单进行确认,基线后平均随访 6.2 年(SD:3.7 年):在经年龄、性别、教育程度和收入调整的混合效应序数逻辑回归模型中(结果为每年 0 次、1 次或 2 次以上住院),歧视程度越高,每年住院总次数的几率就越高(每高 1 次的 OR=1.09,95% CI:1.02-1.17)。如果考虑到抑郁症状,结果也类似:结论:在非裔美国老年人中,日常受到的歧视越多,住院治疗的几率就越高。应进一步探究其关联机制,以了解如何减少非裔美国老人的住院率。
{"title":"Everyday Discrimination Is Associated With Higher Odds of Hospitalizations Among Older African Americans.","authors":"Brittney S Lange-Maia, Bryan D James, Ana W Capuano, Francine Grodstein, Yi Chen, Lisa L Barnes","doi":"10.1093/gerona/glae089","DOIUrl":"10.1093/gerona/glae089","url":null,"abstract":"<p><strong>Background: </strong>Everyday discrimination-experiences of being treated unfairly based on background characteristics like race-is linked to poor physical and mental health throughout the lifespan. Whether more experiences of discrimination are associated with higher odds of being hospitalized in older African Americans has not been explored.</p><p><strong>Methods: </strong>Community-dwelling participants from 3 longitudinal cohort studies (N = 446, age 65+ years) with discrimination scores and ≥12 months of linked Medicare claims were included. Hospitalizations were identified using Medicare fee-for-service claims, available for an average of 6.2 (SD: 3.7) years of follow-up after baseline.</p><p><strong>Results: </strong>In mixed-effects ordinal logistic regression models (outcomes of 0, 1, or 2+ hospitalizations per year) adjusted for age, sex, education, and income, higher discrimination was associated with higher odds of total annual hospitalizations (odds ratio [OR] per point higher = 1.09, 95% confidence intervals [95% CI]: 1.02-1.17). Results were similar when accounting for depressive symptoms.</p><p><strong>Conclusions: </strong>Higher exposure to everyday discrimination is associated with higher odds of hospitalization among older African Americans. Mechanisms underlying associations should be explored further to understand how hospitalizations may be reduced in older African Americans.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. Series A, Biological sciences and medical sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11046980/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140320344","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
Poor Oral Health Is Associated With Inflammation, Aortic Valve Calcification, and Brain Volume Among Forager-Farmers. 口腔健康状况不佳与觅食农民的炎症、主动脉瓣钙化和脑容量有关。
Benjamin C Trumble, Matthew Schwartz, Andrew T Ozga, Gary T Schwartz, Christopher M Stojanowski, Carrie L Jenkins, Thomas S Kraft, Angela R Garcia, Daniel K Cummings, Paul L Hooper, Daniel Eid Rodriguez, Kenneth Buetow, Bret Beheim, Andrei Irimia, Gregory S Thomas, Randall C Thompson, Margaret Gatz, Jonathan Stieglitz, Caleb E Finch, Michael Gurven, Hillard Kaplan

Poor oral health is associated with cardiovascular disease and dementia. Potential pathways include sepsis from oral bacteria, systemic inflammation, and nutritional deficiencies. However, in post-industrialized populations, links between oral health and chronic disease may be confounded because the lower socioeconomic exposome (poor diet, pollution, and low physical activity) often entails insufficient dental care. We assessed tooth loss, caries, and damaged teeth, in relation to cardiovascular and brain aging among the Tsimane, a subsistence population living a relatively traditional forager-horticulturalist lifestyle with poor dental health, but minimal cardiovascular disease and dementia. Dental health was assessed by a physician in 739 participants aged 40-92 years with cardiac and brain health measured by chest computed tomography (CT; n = 728) and brain CT (n = 605). A subset of 356 individuals aged 60+ were also assessed for dementia and mild cognitive impairment (n = 33 impaired). Tooth loss was highly prevalent, with 2.2 teeth lost per decade and a 2-fold greater loss in women. The number of teeth with exposed pulp was associated with higher inflammation, as measured by cytokine levels and white blood cell counts, and lower body mass index. Coronary artery calcium and thoracic aortic calcium were not associated with tooth loss or damaged teeth. However, aortic valve calcification and brain tissue loss were higher in those who had more teeth with exposed pulp. Overall, these results suggest that dental health is associated with indicators of chronic diseases in the absence of typical confounds, even in a population with low cardiovascular and dementia risk factors.

口腔健康状况不佳与心血管疾病和痴呆症有关。潜在的途径包括口腔细菌引起的败血症、全身炎症和营养不良。然而,在后工业化人口中,口腔健康与慢性疾病之间的联系可能会被混淆,因为较低的社会经济暴露(不良饮食、污染、低体力活动)往往导致牙科护理不足。我们评估了 Tsimane 人牙齿脱落、龋齿和受损牙齿与心血管和大脑衰老的关系,Tsimane 人是一个自给自足的群体,过着相对传统的狩猎-园艺生活,牙齿健康状况较差,但心血管疾病和痴呆症很少。医生对 739 名 40-92 岁的参与者进行了牙齿健康评估,并通过胸部计算机断层扫描(CT)(728 人)和脑计算机断层扫描(605 人)测量了心脏和大脑的健康状况。此外,还对 356 名 60 岁以上的参与者进行了痴呆和轻度认知障碍评估(33 人受损)。牙齿脱落非常普遍,每十年脱落 2.2 颗牙齿,女性的脱落率是男性的 2 倍。牙髓外露的牙齿数量与较高的炎症(以细胞因子水平和白细胞计数衡量)和较低的体重指数有关。冠状动脉钙和胸主动脉钙与牙齿脱落或受损无关。然而,主动脉瓣钙化和脑组织损失在牙髓暴露较多的人群中更高。总之,这些结果表明,在没有典型混杂因素的情况下,即使在心血管和痴呆症风险因素较低的人群中,牙齿健康也与慢性疾病指标相关。
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引用次数: 0
Association Between Serum NT-proBNP and Gray Matter Atrophy Patterns in an Older Japanese Population: The Hisayama Study. 日本老年人群血清 NT-proBNP 与灰质萎缩模式之间的关系:久山研究。
Naoki Hirabayashi, Jun Hata, Yoshihiko Furuta, Taro Nakazawa, Tomoyuki Ohara, Mao Shibata, Fumio Yamashita, Takanari Kitazono, Nobuyuki Sudo, Toshiharu Ninomiya

Several population-based studies have reported that higher serum N-terminal pro-brain natriuretic peptide (NT-proBNP) levels are associated with brain morphological changes. However, no population-based studies have examined the relationship between serum NT-proBNP and various regional brain volumes in detail. We here analyzed the brain MRI data of 1 201 community-dwelling Japanese aged ≥65 years. Regional gray matter volumes (GMV) and intracranial volume (ICV) were estimated by applying voxel-based morphometry (VBM) methods. The associations of serum NT-proBNP with regional GMV/ICV were examined by analysis of covariance. The regional gray matter atrophy patterns associated with elevated serum NT-proBNP levels were investigated using VBM without a priori regions of interest. The multivariable-adjusted means of the frontal, temporal, hippocampal, parahippocampal, and entorhinal GMV/ICV decreased significantly with elevated serum NT-proBNP levels (all p for trend and q values of false discovery rate correction < .05). In VBM, elevated serum NT-proBNP levels were correlated with atrophy of the bilateral hippocampi, bilateral amygdalas, bilateral parahippocampal gyri, bilateral entorhinal areas, bilateral fusiform gyri, left middle temporal gyrus, left inferior temporal gyrus, right central operculum, right posterior orbital gyrus, bilateral middle frontal gyri, anterior cingulate gyrus and bilateral medial frontal cortices. In a sensitivity analysis excluding 254 participants with mild cognitive impairment or dementia, serum NT-proBNP levels were correlated with atrophy of the bilateral hippocampi, bilateral amygdalas, bilateral parahippocampal gyri, bilateral fusiform gyri, and left middle frontal gyrus. Our data suggest that elevated serum NT-proBNP levels are associated with gray matter atrophy in brain regions that play an important role in cognitive function.

一些基于人群的研究报告称,较高的血清 N 端前脑钠尿肽(NT-proBNP)水平与大脑形态变化有关。然而,还没有基于人群的研究详细探讨过血清 NT-proBNP 与不同区域脑容量之间的关系。我们在此分析了 1201 名年龄≥65 岁的日本社区居民的脑部 MRI 数据。采用基于体素的形态测量(VBM)方法估算了区域灰质体积(GMV)和颅内体积(ICV)。通过协方差分析研究了血清 NT-proBNP 与区域 GMV/ICV 的关系。使用 VBM 方法研究了与血清 NT-proBNP 水平升高相关的区域灰质萎缩模式,而无需先验兴趣区域。经多变量调整后,额叶、颞叶、海马、海马旁和内侧的 GMV/ICV 平均值随着血清 NT-proBNP 水平的升高而显著下降(所有 P 为趋势值,q 值为误发现率校正值
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引用次数: 0
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The journals of gerontology. Series A, Biological sciences and medical sciences
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