8个茶树品种的植物化学分析、抗氧化活性及FTIR光谱和模式识别技术的快速鉴别

Q4 Pharmacology, Toxicology and Pharmaceutics
Fatemeh Yousefbeyk, Heshmatollah Ebrahimi-Najafabadi, Sara Dabirian, Salar Salimi, Farshid Baniardalani, Saeed Ghasemi
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引用次数: 1

摘要

背景:茶(Camellia sinensis L.O. Kuntze)是全球最常见的饮料之一,具有多种有益健康的功效。茶叶的成分受气候、品种等因素的影响。方法:测定伊朗8个茶叶品种的总酚、类黄酮、单宁含量及抗氧化活性。采用高效液相色谱法测定了没食子儿茶素没食子酸酯(EGCG)的含量。利用傅里叶变换红外(FT-IR)光谱,建立了基于遗传算法-支持向量机(GA-SVM)的有监督模式识别模型,用于品种分类。结果:总酚含量变化较大(178.04 ~ 316.09 mg没食子酸当量/g提取物)。黄酮类化合物含量为25.54 ~ 41.1 mg槲皮素当量(QE) /g。所有样品的单宁含量相近(单宁酸当量(TAE)为40.32 ~ 45.90 mg /g)。总酚和类黄酮含量与抗氧化性能呈显著的线性关系。品种DN、PK2和C.Y.9的酚类和类黄酮含量最高,抗氧化活性最好。EGCG含量为2.66% ~ 4.12%。EGCG含量最高的品种是282、PK2和C.Y.9。利用GA-SVM选择FT-IR光谱的判别区(1350 ~ 1650 cm-1)。该模型对训练集和测试集具有100%的灵敏度和特异性。结论:茶树叶片的化学成分和抗氧化作用与茶树品种密切相关。品种PK2和C.Y.9可以被认为是更丰富的多酚来源,特别是EGCG。利用记录的FT-IR光谱可以根据化学成分对8个不同品种进行分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Phytochemical analysis and antioxidant activity of eight cultivars of tea (Camellia sinensis) and rapid discrimination with FTIR spectroscopy and pattern recognition techniques
Background: Tea (Camellia sinensis L.O. Kuntze) is one of the most commonly consumed beverages globally, with several beneficial health effects. The composition of leaves is affected by different factors such as climate and tea cultivar. Methods: In this study, the total phenolic, flavonoid, and tannin contents, and antioxidant activities of eight cultivars of tea growing in Iran were determined. The epigallocatechin gallate (EGCG) contents were measured by high-performance liquid chromatography (HPLC) analysis. The Fourier-transform infrared (FT-IR) spectra were used to construct a supervised pattern recognition model using a genetic algorithm-support vector machine (GA-SVM) for the classification of cultivars. Results: The results indicated a wide variation of total phenolic content (178.04 to 316.09 mg gallic acid equivalents (GAE)/g extract). Also, the flavonoid contents ranged from 25.54 to 41.1 mg quercetin equivalents )QE(/g extract. All the samples had close tannin amounts (ranging from 40.32 to 45.90 mg as tannic acid equivalent (TAE)/g extract). There was a significant linear relationship among total phenolic and flavonoid contents and antioxidant properties. The cultivars DN, PK2, and C.Y.9 had the highest content of phenolic and flavonoid content as well as the best antioxidant activity. The EGCG contents were from 2.66 to 4.12%. The highest amount of EGCG was found in cultivars 282, PK2, and C.Y.9. The discriminative region of FT-IR spectra (1350-1650 cm-1) were selected using a GA-SVM. This model showed 100% sensitivity and specificity for training and test sets. Conclusion: The leaves phytochemical compositions and antioxidant effect are deeply dependent on the type of tea cultivars. The cultivars PK2 and C.Y.9 can be considered richer sources of polyphenols, especially EGCG. The eight different cultivars can be classified based on chemical components using the recorded FT-IR spectra.
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