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Rapid and Cost-Effective Quantification of Glucosinolates and Total Phenolic Content in Rocket Leaves by Visible/Near-Infrared Spectroscopy

机译:可见/近红外光谱法快速有效地定量火箭叶中的芥子油苷和总酚含量

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摘要

The potential of visible-near infrared spectroscopy to predict glucosinolates and total phenolic content in rocket (Eruca vesicaria) leaves has been evaluated. Accessions of the E. vesicaria species were scanned by NIRS as ground leaf, and their reference values regressed against different spectral transformations by modified partial least squares (MPLS) regression. The coefficients of determination in the external validation (R2VAL) for the different quality components analyzed in rocket ranged from 0.59 to 0.84, which characterize those equations as having from good to excellent quantitative information. These results show that the total glucosinolates, glucosativin and glucoerucin equations obtained, can be used to identify those samples with low and high contents. The glucoraphanin equation obtained can be used for rough predictions of samples and in case of total phenolic content, the equation showed good correlation. The standard deviation (SD) to standard error of prediction ratio (RPD) and SD to range (RER) were variable for the different quality compounds and showed values that were characteristic of equations suitable for screening purposes or to perform accurate analyses. From the study of the MPLS loadings of the first three terms of the different equations, it can be concluded that some major cell components such as protein and cellulose, highly participated in modelling the equations for glucosinolates.
机译:评估了可见-近红外光谱技术预测火箭叶中芥子油苷和总酚含量的潜力。 NIRS扫描了大肠埃希氏菌物种的种质,并将其作为参考叶,并通过改进的偏最小二乘(MPLS)回归将其参考值针对不同的光谱变换进行回归。在火箭中分析的不同质量成分的外部验证(R 2 VAL)的确定系数范围从0.59至0.84,这些系数表示这些方程式具有良好的定量信息。这些结果表明,所获得的总芥子油苷,葡糖苷和葡糖苷等式可用于鉴定低含量和高含量的样品。所获得的葡萄糖雷帕霉素方程可用于样品的粗略预测,并且在总酚含量的情况下,该方程显示出良好的相关性。对于不同质量的化合物,标准偏差(SD)对预测比率的标准误差(RPD)和SD对范围的误差(RER)是可变的,并且显示的值是适合筛选目的或进行准确分析的方程式的特征。通过对不同等式的前三个项的MPLS负载的研究,可以得出结论,一些主要的细胞成分(例如蛋白质和纤维素)高度参与了芥子油苷方程的建模。

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