HPLC-DVD combined with chemometrics to analyze the correlation between the Q-marker content and color of Corni Fructus

化学计量学 比色法 化学 RGB颜色模型 数学 人工智能 模式识别(心理学) 色谱法 计算机科学 食品科学
作者
Ting Wang,Yilin Bai,Yating Du,Shujing An,Binkai Han,Xiaolin Yang,Changfen He,Haoqiang Sun,Ke Zhao,Xiaochang Xue,Jiefang Kang
出处
期刊:Food & Function [The Royal Society of Chemistry]
卷期号:13 (9): 5455-5465 被引量:6
标识
DOI:10.1039/d1fo03866d
摘要

Although Corni Fructus (CF) is a fruit with great economic value and development potential in medicine and food, too much reliance on personal experience for quality evaluation seriously limits the trading and circulation of CF. In the present study, through the research on the correlation between the chemical composition and the appearance color, a standard colorimetric card related to CF quality was established, which simplified the quality evaluation process and improved the accuracy of the visual evaluation of CF. Firstly, a total of 29 batches of CF from different places were collected. Then, "imread" in the MATLAB software was used to convert the color of all samples into RGB values, and HPLC-DVD was used to measure the content of the main chemical components in CF. Thereafter, the correlation between the content and color was studied by using MLR, BP-ANNs and SVM chemometric tools to screen the Q-marker of CF, which was further confirmed by in vivo and in vitro experiments. Finally, the Q-marker standard colorimetric card with the best fitting degree is established according to the prediction model. Thus, this study provides an auxiliary reference for the color evaluation of CF and a reference for the standardization and quantification of the macro characteristics of traditional Chinese medicine and food.
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