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基于 PCA 从安纳托利亚不同地区的蜂胶样品中分离出的酚类成分、抗氧化和抗菌活性及聚类分析。

Phenolic Constituents, Antioxidant and Antimicrobial Activity and Clustering Analysis of Propolis Samples Based on PCA from Different Regions of Anatolia.

机构信息

Department of Food Engineering, İstanbul Technical University, 34469 İstanbul, Turkey.

Department of Food Engineering, Gümüşhane University, 29000 Gümüşhane, Turkey.

出版信息

Molecules. 2023 Jan 22;28(3):1121. doi: 10.3390/molecules28031121.

Abstract

This study aimed to evaluate the biochemical composition and biological activity of propolis samples from different regions of Türkiye to characterize and classify 24 Anatolian propolis samples according to their geographical origin. Chemometric techniques, namely, principal component analysis (PCA) and a hierarchical clustering algorithm (HCA), were applied for the first time to all data, including antioxidant capacity, individual phenolic constituents, and the antimicrobial activity of propolis to reveal the possible clustering of Anatolian propolis samples according to their geographical origin. As a result, the total phenolic content (TPC) of the propolis samples varied from 16.73 to 125.83 mg gallic acid equivalent per gram (GAE/g) sample, while the number of total flavonoids varied from 57.98 to 327.38 mg quercetin equivalent per gram (QE/g) sample. The identified constituents of propolis were phenolic/aromatic acids (chlorogenic acid, caffeic acid, -coumaric acid, ferulic acid, and trans-cinnamic acid), phenolic aldehyde (vanillin), and flavonoids (pinocembrin, kaempferol, pinobanksin, and apigenin). This study has shown that the application of the PCA chemometric method to the biochemical composition and biological activity of propolis allows for the successful clustering of Anatolian propolis samples from different regions of Türkiye, except for samples from the Black Sea region.

摘要

本研究旨在评估来自土耳其不同地区的蜂胶样本的生化成分和生物活性,根据其地理来源对 24 个安纳托利亚蜂胶样本进行特征描述和分类。主成分分析(PCA)和层次聚类算法(HCA)等化学计量技术首次应用于所有数据,包括抗氧化能力、个体酚类成分和蜂胶的抗菌活性,以揭示根据其地理来源可能聚类的安纳托利亚蜂胶样本。结果表明,蜂胶样品的总酚含量(TPC)范围为 16.73 至 125.83 毫克没食子酸当量/克(GAE/g)样品,而总类黄酮的数量范围为 57.98 至 327.38 毫克槲皮素当量/克(QE/g)样品。蜂胶中鉴定出的成分有酚酸/芳香酸(绿原酸、咖啡酸、-香豆酸、阿魏酸和反式肉桂酸)、酚醛(香草醛)和类黄酮(松属素、山柰酚、 pinobanksin 和芹菜素)。本研究表明,应用 PCA 化学计量方法对蜂胶的生化成分和生物活性进行分析,可以成功地对来自土耳其不同地区的安纳托利亚蜂胶样本进行聚类,除了来自黑海地区的样本外。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ffd/9920892/e0ca56ca871c/molecules-28-01121-g001.jpg

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