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利用中红外光谱和偏最小二乘回归法测定酿酒酵母中的碳水化合物。

Determination of carbohydrates present in Saccharomyces cerevisiae using mid-infrared spectroscopy and partial least squares regression.

机构信息

Institute of Chemical Technologies and Analytics, Vienna University of Technology, Getreidemarkt 9/164-UPA, 1060, Vienna, Austria.

出版信息

Anal Bioanal Chem. 2013 Oct;405(25):8241-50. doi: 10.1007/s00216-013-7239-9. Epub 2013 Aug 21.

Abstract

A fast and simple method to control variations in carbohydrate composition of Saccharomyces cerevisiae, baker's yeast, during fermentation was developed using mid-infrared (mid-IR) spectroscopy. The method allows for precise and accurate determinations with minimal or no sample preparation and reagent consumption based on mid-IR spectra and partial least squares (PLS) regression. The PLS models were developed employing the results from reference analysis of the yeast cells. The reference analyses quantify the amount of trehalose, glucose, glycogen, and mannan in S. cerevisiae. The selection and optimization of pretreatment steps of samples such as the disruption of the yeast cells and the hydrolysis of mannan and glycogen to obtain monosaccharides were carried out. Trehalose, glucose, and mannose were determined using high-performance liquid chromatography coupled with a refractive index detector and total carbohydrates were measured using the phenol-sulfuric method. Linear concentration range, accuracy, precision, LOD and LOQ were examined to check the reliability of the chromatographic method for each analyte.

摘要

开发了一种使用中红外(mid-IR)光谱快速简便地控制酿酒酵母发酵过程中碳水化合物组成变化的方法。该方法基于 mid-IR 光谱和偏最小二乘(PLS)回归,仅需最少的样品制备和试剂消耗,即可实现精确和准确的测定。PLS 模型是利用酵母细胞参考分析的结果建立的。参考分析定量了酿酒酵母中海藻糖、葡萄糖、糖原和甘露聚糖的含量。对样品进行了预处理步骤的选择和优化,例如破坏酵母细胞和水解甘露聚糖和糖原以获得单糖。使用高效液相色谱法(HPLC)结合折射指数检测器测定海藻糖、葡萄糖和甘露糖,并用苯酚-硫酸法测定总碳水化合物。检查了线性浓度范围、准确性、精密度、LOD 和 LOQ,以检查每种分析物的色谱方法的可靠性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f92c/3777185/4916ac327f5a/216_2013_7239_Figa_HTML.jpg

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