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基于聚类分析的老年人衰弱表型:丹麦两个队列的纵向研究。基因对衰弱影响的证据。

Frailty phenotypes in the elderly based on cluster analysis: a longitudinal study of two Danish cohorts. Evidence for a genetic influence on frailty.

作者信息

Dato Serena, Montesanto Alberto, Lagani Vincenzo, Jeune Bernard, Christensen Kaare, Passarino Giuseppe

机构信息

Department of Cell Biology, University of Calabria, Rende, CS, Italy.

出版信息

Age (Dordr). 2012 Jun;34(3):571-82. doi: 10.1007/s11357-011-9257-x. Epub 2011 May 13.

Abstract

Frailty is a physiological state characterized by the deregulation of multiple physiologic systems of an aging organism determining the loss of homeostatic capacity, which exposes the elderly to disability, diseases, and finally death. An operative definition of frailty, useful for the classification of the individual quality of aging, is needed. On the other hand, the documented heterogeneity in the quality of aging among different geographic areas suggests the necessity for a frailty classification approach providing population-specific results. Moreover, the contribution of the individual genetic background on the frailty status is still questioned. We investigated the applicability of a cluster analysis approach based on specific geriatric parameters, previously set up and validated in a southern Italian population, to two large longitudinal Danish samples. In both cohorts, we identified groups of subjects homogeneous for their frailty status and characterized by different survival patterns. A subsequent survival analysis availing of Accelerated Failure Time models allowed us to formulate an operative index able to correlate classification variables with survival probability. From these models, we quantified the differential effect of various parameters on survival, and we estimated the heritability of the frailty phenotype by exploiting the twin pairs in our sample. These data suggest the presence of a genetic influence on the frailty variability and indicate that cluster analysis can define specific frailty phenotypes in each population.

摘要

衰弱是一种生理状态,其特征是衰老生物体的多个生理系统失调,导致体内平衡能力丧失,使老年人面临残疾、疾病,最终走向死亡。因此,需要一个对个体衰老质量进行分类有用的衰弱操作性定义。另一方面,不同地理区域衰老质量的记录异质性表明,需要一种能提供特定人群结果的衰弱分类方法。此外,个体遗传背景对衰弱状态的影响仍存在疑问。我们研究了一种基于特定老年参数的聚类分析方法在两个丹麦大型纵向样本中的适用性,该方法先前已在意大利南部人群中建立并验证。在这两个队列中,我们确定了衰弱状态相同且具有不同生存模式特征的受试者组。随后利用加速失效时间模型进行的生存分析使我们能够制定一个操作性指数,将分类变量与生存概率相关联。从这些模型中,我们量化了各种参数对生存的差异影响,并通过利用样本中的双胞胎对估计了衰弱表型的遗传力。这些数据表明存在对衰弱变异性的遗传影响,并表明聚类分析可以在每个群体中定义特定的衰弱表型。

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