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Analysis of Antioxidant Capacity Variation among Thai Holy Basil Cultivars (Ocimum tenuiflorum L.) Using Density-Based Clustering Algorithm
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Document Title
Analysis of Antioxidant Capacity Variation among Thai Holy Basil Cultivars (Ocimum tenuiflorum L.) Using Density-Based Clustering Algorithm
Author
Saelao T. Chutimanukul P. Suratanee A. Plaimas K.
Affiliations
Program in Bioinformatics and Computational Biology Graduate School Chulalongkorn University Bangkok 10330 Thailand; National Center for Genetic Engineering and Biotechnology (BIOTEC) National Science and Technology Development Agency Klong Luang12120 Thailand; Department of Mathematics Faculty of Applied Science King Mongkut抯 University of Technology North Bangkok Bangkok 10800 Thailand; Advance Virtual and Intelligent Computing (AVIC) Center Department of Mathematics and Computer Science Faculty of Science Chulalongkorn University Bangkok 10330 Thailand
Type
Article
Source Title
Horticulturae
ISSN
23117524
Year
2023
Volume
9
Issue
10
Open Access
All Open Access Gold
Publisher
Multidisciplinary Digital Publishing Institute (MDPI)
DOI
10.3390/horticulturae9101094
Abstract
Holy basil (Ocimum tenuiflorum L.) is a widely renowned herb for its abundance of bioactive compounds and medicinal applications. Nevertheless there exists a dearth of knowledge regarding the variability among holy basil cultivars capable of yielding substantial bioactive compounds. This study aims to address this gap by shedding light on the diversity of antioxidant capacities within different accessions of Thai holy basil by employing a density-based clustering algorithm to categorize the holy basil cultivars that demonstrate notable antioxidant potential. The study involves the analysis of the anthocyanin flavonoid phenolic and terpenoid content as well as DPPH antioxidant activity in 26 Thai holy basil accessions collected from diverse locations in Thailand. Among the 26 tested Thai holy basil cultivars terpenoids were found to be the dominant class of compounds with average values of 707 mg/gDW while the levels of flavonoids and phenolic compounds remained below 65 mg rutin/gDW and 46 mg GAE/gDW respectively. The DPPH assay in holy basil cultivars demonstrated that the antioxidant activity ranged between 50% and 93%. After standardizing the data the clustering results revealed four distinct groups of cultivars: the first group with low antioxidant levels; the second group with high terpenoid content; the third group with high flavonoid DPPH antioxidant activity and phenolic content; and the fourth group with elevated levels of anthocyanin DPPH antioxidant activity and phenolic content. A strong positive correlation was observed among DPPH antioxidant activity flavonoids and phenolics. Specific cultivars: The Red OC108 and OC106 holy basil cultivars in cluster 4 exhibited high anthocyanin and phenolic production. In cluster 3 the accessions OC113 OC057 OC063 and OC059 showed high DPPH antioxidant activity flavonoids and phenolics while in cluster 2 only accessions from Udon Thani Thailand梟amely OC194 and OC195梔isplayed high terpenoid content. Ultimately this study significantly contributes to the inherent diversity in the antioxidant capacities among various Thai holy basil cultivars. It lays the foundation for targeted breeding strategies and informed choices regarding consumption. The comprehensive insights from this analysis hold the potential to accurately identify holy basil cultivars with promising applications in medicine functional foods and the nutraceutical industry. ? 2023 by the authors.
Industrial Classification
Knowledge Taxonomy Level 1
Knowledge Taxonomy Level 2
Knowledge Taxonomy Level 3
License
CC BY
Rights
Authors
Publication Source
Scopus