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首页> 外文期刊>Korean Journal of Food Science and Technology >Discrimination of Cultivars and Cultivation Origins from the Sepals of Dry Persimmon Using FT-IR Spectroscopy Combined with Multivariate Analysis
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Discrimination of Cultivars and Cultivation Origins from the Sepals of Dry Persimmon Using FT-IR Spectroscopy Combined with Multivariate Analysis

机译:红外光谱结合多变量分析技术对柿饼干品种的栽培品种和栽培起源的鉴别

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摘要

This study aimed to establish a rapid system for discriminating the cultivation origins and cultivars of dry persimmons, using metabolite fingerprinting by Fourier transform infrared (FT-IR) spectroscopy combined with multivariate analysis. Whole-cell extracts from the sepals of four Korean cultivars and two different Chinese dry persimmons were subjected to FT-IR spectroscopy. Principle component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) of the FT-IR spectral data successfully discriminated six dry persimmons into two groups depending on their cultivation origins. Principal component loading values showed that the 1750-1420 and 1190-950 cm~(-1) regions of the FT-IR spectra were significantly important for the discrimination of cultivation origins. The accuracy of prediction of the cultivation origins and cultivars by PLS regression was 100% (p<0.01) and 85.9% (p<0.05), respectively. These results clearly show that metabolic fingerprinting of FT-IR spectra can be applied for rapid discrimination of the cultivation origins and cultivars of commercial dry persimmons.
机译:这项研究旨在通过使用傅立叶变换红外光谱(FT-IR)的代谢物指纹图谱与多变量分析相结合,建立一个用于鉴别柿饼干栽培起源和品种的快速系统。将来自四个韩国品种和两个不同的中国柿饼的萼片的全细胞提取物进行FT-IR光谱分析。 FT-IR光谱数据的主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)成功地将六个柿饼根据其栽培起源分为两组。主成分负荷值表明,FT-IR光谱的1750-1420和1190-950 cm〜(-1)区域对于判别栽培起源具有重要意义。通过PLS回归预测栽培起源和品种的准确性分别为100%(p <0.01)和85.9%(p <0.05)。这些结果清楚地表明,FT-IR光谱的代谢指纹图谱可用于快速鉴别商品柿饼的栽培起源和栽培品种。

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