Identification of Forsythia suspensa (Thunb.) Vahl in different harvest periods using intelligent sensory technologies, HPLC characteristic fingerprint coupled with chemometrics

化学计量学 化学 指纹(计算) 高效液相色谱法 线性判别分析 电子舌 偏最小二乘回归 色谱法 主成分分析 收获时间 模式识别(心理学) 人工智能 食品科学 数学 园艺 统计 生物 计算机科学 品味
作者
Meng Pan,Ya Fei Su,Xue Jing Liu,Si Qi Xiang,Yan Ding,Qin Li
出处
期刊:Phytochemical Analysis [Wiley]
卷期号:33 (3): 490-501 被引量:18
标识
DOI:10.1002/pca.3104
摘要

Abstract Introduction Forsythia suspensa (Thunb.) Vahl (FS), the fruit of Oleaceae plants, as a large part of traditional Chinese medicine, is classified as “Qingqiao (Q)” and “Laoqiao (L)” based on the harvest time. Because the maturation of FS is a gradual process, its accurate identification based on different maturity levels is an important issue. Objectives We suggest colorimetric, electronic tongue, and high‐performance liquid chromatography (HPLC) characteristic fingerprints to discriminate FS in different harvest periods. Material and methods First, FS fruits from different harvest times were collected, and then, their colour parameters, E‐tongue sensory properties, HPLC characteristic fingerprints, and contents of nominal ingredients were determined. Finally, multivariate statistical analyses, including three‐dimensional scatter plots, hierarchical cluster, principal component, linear discriminant, similarity, and partial least squares discriminant analyses were performed. Results The results demonstrated that the three experimental techniques could effectively discriminate FS based on different harvest times with 100% accuracy. Under the qualitative conditions, nine common peaks were identified in the HPLC fingerprints of 60 samples, among which, six peaks [variable importance in projection (VIP) > 1] could be used as index peaks for qualitative identification. In fact, the contents of quality marker components, including forsythin, phillygenin, rutin and forsythoside A, were significant different ( P < 0.001) at different harvest times. Interestingly, the quality markers not only accurately reflected the maturity of FS but also showed close correlations with the colour parameters and sensory E‐tongue responses. Conclusion In our present investigation, bionic technologies, including a colorimeter, E‐tongue analysis, and HPLC characteristic fingerprints, combined with chemometrics, were employed to develop a novel and accurate method for discriminating FS based on different harvest times.
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