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用于估计富含白蛋白生物流体中pH值的超声频率分析

Ultrasonic frequency analysis for estimating pH in albumin-rich biofluids.

作者信息

Rackov Andrien A, Burns David H

机构信息

Department of Chemistry, McGill University, 801 Sherbrooke Street West, Montreal, Québec, Canada H3A 0B8; Department of Chemistry, University of New Brunswick, 30 Dineen Drive, Fredericton, New Brunswick, Canada E3B 5A3.

Department of Chemistry, McGill University, 801 Sherbrooke Street West, Montreal, Québec, Canada H3A 0B8; Department of Chemistry, University of New Brunswick, 30 Dineen Drive, Fredericton, New Brunswick, Canada E3B 5A3.

出版信息

Talanta. 2016;149:69-76. doi: 10.1016/j.talanta.2015.11.034. Epub 2015 Dec 1.

Abstract

Ultrasound is known as a non-invasive imaging modality capable of propagating through highly scattering media such as tissue, blood, and other biological fluids, yet currently provides little chemical information. We have developed a straightforward and rapid methodology for estimating pH in albumin-rich biofluids based on analysis of ultrasonic frequencies. Albumin is the most abundant protein in serum and undergoes conformational changes with pH. It was shown that when ultrasound propagated through albumin solutions, the attenuation of collected ultrasound signals increased with pH. By measuring the ultrasound frequency spectra at several albumin concentrations and pH values, the pH of the solutions could be determined by multilinear regression. Differences in absolute protein content contributed to signal differences in the frequency profiles and were minimized through normalization of each spectrum by the sum of all its frequency intensities. This strategy was applied to human serum samples from multiple donors, for which a multilinear regression model was developed with a coefficient of determination (R(2)) of 0.93 and a standard error of estimate (SEE) of 0.08 pH units. The use of albumin as a pH indicator opens the doors for estimations in other albumin-rich media, such as amniotic fluid and cerebrospinal fluid.

摘要

超声是一种无创成像方式,能够穿透组织、血液和其他生物流体等高散射介质,但目前提供的化学信息很少。我们基于对超声频率的分析,开发了一种直接且快速的方法来估算富含白蛋白的生物流体中的pH值。白蛋白是血清中最丰富的蛋白质,其构象会随pH值变化。研究表明,当超声在白蛋白溶液中传播时,收集到的超声信号的衰减会随pH值增加。通过测量几种白蛋白浓度和pH值下的超声频谱,可以通过多元线性回归确定溶液的pH值。绝对蛋白质含量的差异导致频率分布中的信号差异,通过将每个频谱的所有频率强度之和进行归一化,可将这种差异降至最低。该策略应用于来自多个供体的人血清样本,为此开发了一个多元线性回归模型,其决定系数(R²)为0.93,估计标准误差(SEE)为0.08个pH单位。将白蛋白用作pH指示剂为在其他富含白蛋白的介质(如羊水和脑脊液)中进行估算开辟了道路。

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