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通过近红外光谱法预测小麦面筋成分

Prediction of wheat gluten composition via near-infrared spectroscopy.

作者信息

Schuster Clemens, Huen Julien, Scherf Katharina Anne

机构信息

Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Lise-Meitner-Str. 34, 85354, Freising, Germany.

Technologie-Transfer-Zentrum ttz Bremerhaven, Am Lunedeich 12, 27572, Bremerhaven, Germany.

出版信息

Curr Res Food Sci. 2023 Mar 2;6:100471. doi: 10.1016/j.crfs.2023.100471. eCollection 2023.

Abstract

Gluten composition is an important quality parameter for wheat flour, because it is strongly correlated to baking quality. Wheat proteins are commonly extracted stepwise and analysed using RP-HPLC-UV to determine the gluten composition. This procedure is very time-consuming and labour-intensive. Therefore, a new, fast and easy method to quantitate gluten proteins was established using NIR spectroscopy (NIRS). PLS-regression models were calculated containing 207 samples for calibration and 169 for test set validation. Albumin/globulin (ALGL), gluten, gliadin and glutenin content was predicted with a root mean square error of prediction (RMSEP) of 2.01 mg/g, 6.09 mg/g, 4.25 mg/g and 3.50 mg/g, respectively. High-molecular-weight glutenin subunits (HMW-GS) and low-molecular-weight glutenin subunits (LMW-GS) were predicted with a RMSEP of 1.12 mg/g and 2.38 mg/g. The relative error was too high for ALGL, LMW-GS and HMW-GS, but that of gluten, gliadins and glutenins was in a range comparable to the reference method. Therefore, the new NIRS method can be used to estimate the gluten composition of wheat flour, including the gliadin/glutenin and the LMW-GS/HMW-GS ratio.

摘要

面筋组成是小麦粉的一个重要品质参数,因为它与烘焙品质密切相关。小麦蛋白通常采用分步提取法,并使用反相高效液相色谱 - 紫外检测法(RP - HPLC - UV)进行分析,以确定面筋组成。该方法非常耗时且 labor-intensive。因此,建立了一种使用近红外光谱法(NIRS)定量面筋蛋白的新的快速简便方法。计算了偏最小二乘回归模型,其中包含207个用于校准的样品和169个用于验证集验证的样品。白蛋白/球蛋白(ALGL)、面筋、醇溶蛋白和谷蛋白含量的预测预测均方根误差(RMSEP)分别为2.01mg/g、6.09mg/g、4.25mg/g和3.50mg/g。高分子量谷蛋白亚基(HMW - GS)和低分子量谷蛋白亚基(LMW - GS)的预测RMSEP分别为1.12mg/g和2.38mg/g。ALGL、LMW - GS和HMW - GS的相对误差过高,但面筋、醇溶蛋白和谷蛋白的相对误差与参考方法相当。因此,新的NIRS方法可用于估计小麦粉的面筋组成,包括醇溶蛋白/谷蛋白和LMW - GS/HMW - GS比率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2654/10017355/7893aeaa5f37/ga1.jpg

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