首页> 外文期刊>The journals of gerontology.Series A. Biological sciences and medical sciences >Oxidative protein damage is associated with severe functional dependence among the elderly population: a principal component analysis approach.
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Oxidative protein damage is associated with severe functional dependence among the elderly population: a principal component analysis approach.

机译:氧化蛋白损伤与老年人群严重的功能依赖性有关:一种主要成分分析方法。

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Studies of the role of oxidative stress in functional dependence among the aging population are limited. In this report, we address this situation through an analysis of a large panel of blood oxidative biomarkers in elderly population. Because the analysis of multiple biomarkers increases the complexity of data interpretation, this investigation has utilized both an analysis of single biomarkers in addition to employment of the statistical data reduction tool principal component analysis that might allow for a clearer description of redox status as compared with a single measure alone.We studied three groups of participants older than 65 years based on their Barthel Index: an independent group (100-95), a moderately dependent group (94-60), and a severely dependent group (59-0).We observed a significant increase in circulating protein carbonyl levels in the severely dependent group as compared with the independent and moderately dependent groups. Using principal component analysis, we found at least three factors (an erythrocyte-related component, a protein damage-related component, and a plasma-related component) that could be used to assess the different oxidative parameters in our population. We discovered a significant association of higher levels of the protein damage-related component with the severely dependent group.Protein damage levels could be assessed in clinical use as a biomarker of severe dependence. Furthermore, our results support the hypothesis that functional decline could be associated in part due to oxidative stress. Finally, we show that principal component analysis could be a useful statistical tool in the analysis of age-related decline.
机译:关于氧化应激在衰老人群中功能依赖性中的作用的研究是有限的。在本报告中,我们通过分析老年人口中大量血液氧化生物标记物来解决这种情况。由于对多种生物标志物的分析增加了数据解释的复杂性,因此本研究除了利用统计数据归约工具主成分分析外,还利用了对单一生物标志物的分析,与主成分分析相比可以更清晰地描述氧化还原状态。我们根据Barthel指数研究了三组65岁以上的参与者:独立组(100-95),中度依赖组(94-60)和重度依赖组(59-0)。我们观察到与独立和中度依赖组相比,严重度依赖组的循环蛋白羰基水平显着增加。使用主成分分析,我们发现至少三个因素(红细胞相关成分,蛋白质损伤相关成分和血浆相关成分)可用于评估我们人群中不同的氧化参数。我们发现蛋白质损伤相关成分的较高水平与严重依赖组之间存在显着相关性。蛋白质损伤水平可在临床使用中评估为严重依赖的生物标志物。此外,我们的研究结果支持以下假设:功能下降可能部分与氧化应激有关。最后,我们证明了主成分分析可以作为分析与年龄相关的下降的有用的统计工具。

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