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联合光谱学、生物化学和化学计量学方法寻找肥胖的生物化学标志物。

Combined spectroscopic, biochemical and chemometric approach toward finding of biochemical markers of obesity.

机构信息

AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Al. Mickiewicza 30, Krakow 30-059, Poland.

AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Al. Mickiewicza 30, Krakow 30-059, Poland.

出版信息

Biochim Biophys Acta Gen Subj. 2023 Feb;1867(2):130279. doi: 10.1016/j.bbagen.2022.130279. Epub 2022 Nov 13.

Abstract

BACKGROUND

Early-stage detection of subclinical obesity-driven systemic changes is a challenging area of medical diagnostics, where the most popular existing measures - such as body mass index - BMI - often fall short of providing a realistic estimate of adiposity and, therefore, of ongoing pathologies at the systemic, tissue and cellular level. In the quest for identifying new more robust diagnostic markers, whole-organ analysis of chemical elements is a promising approach for identifying candidate proxies of obesity status in the system.

METHODS

Total Reflection X-ray fluorescence (TXRF) coupled with biochemical assays, chemometrics and statistical validation was used as a new integrated pipeline for marker identification in external ear samples of obese animals. The specimens were taken from obese animals fed a high calorie diet as well as from lean intact animals fed a standard diet.

RESULTS

The most significant differences in the content of K, Fe, Br, and Rb between the studied groups of the animals were identified. However, with the methodology applied Rb was found the most robust biochemical discriminator of early-stage obesity effects, as validated by the logistic regression model. We observed no relationship between the levels of the elements consumed by the animals and their apparent content in the earlobe tissue samples.

CONCLUSIONS

Our preliminary study confirms that obesity alters tissue trace metal metabolism and shows the proposed new approach as an accurate and reliable methodology for detecting tissue elemental obesity-related alterations.

GENERAL SIGNIFICANCE

This result can be of practical significance for designing new point-of-care systems for obesity screening tests, taking advantage of direct/indirect Rb measurements.

摘要

背景

亚临床肥胖驱动的系统性变化的早期检测是医学诊断领域的一个具有挑战性的领域,现有的最流行的方法——如体重指数(BMI)——往往无法对肥胖症进行现实估计,因此也无法对系统、组织和细胞水平的进行性病变进行估计。在寻找新的更稳健的诊断标志物的过程中,对化学元素的整体器官分析是识别系统中肥胖状态候选标志物的一种很有前途的方法。

方法

全反射 X 射线荧光(TXRF)结合生化分析、化学计量学和统计验证,被用作一种新的综合方法,用于识别肥胖动物外耳样本中的标志物。这些标本取自喂食高热量饮食的肥胖动物,以及喂食标准饮食的健康完整动物。

结果

在研究的动物组之间,K、Fe、Br 和 Rb 的含量存在最显著的差异。然而,通过应用该方法,我们发现 Rb 是早期肥胖效应最稳健的生化判别因子,这一结果通过逻辑回归模型得到了验证。我们观察到动物摄入的元素水平与其在外耳垂组织样本中的明显含量之间没有关系。

结论

我们的初步研究证实肥胖会改变组织微量元素代谢,并表明所提出的新方法是一种准确可靠的检测组织元素肥胖相关变化的方法。

一般意义

这一结果对利用 Rb 的直接/间接测量设计新的即时护理系统进行肥胖筛查测试具有实际意义。

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