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    Current Status on Phytochemicals Classification, Structure-Activity Relationship, Stereochemistry and AI-Driven Applications: A Systematic Review

    Mohammed Al Saiqali1, Syeda Sameena Aziz2, Atla Venkateshwar Reddy3 Corresponding author

    1. 1Department of Research and Innovation, Anwarul Uloom College, New Mallepally, Hyderabad, Telangana, INDIA.
    2. 2Department of Chemistry, Anwarul Uloom College, New Mallepally, Hyderabad, Telangana, INDIA.
    3. 3Department of Pharmacology, Anwarul Uloom College of Pharmacy, New Mallepally, Hyderabad, Telangana, INDIA.

    CORRESPONDENCE

    Mohammed Al Saiqali

    Department of Research and Innovation, Anwarul Uloom College, New Mallepally, Hyderabad, Telangana, INDIA.

    mohdalsaid11@gmail.com

    Received: 14-04-2025; Revised: 09-06-2025; Accepted: 25-08-2025.

    Volume 19, Issue 38 · pp. 186–211 · PUBLISHED · DOI: 10.5530/phrev.20252344

    View on Pharmacogn. Rev. original site ↗

    ABSTRACT

    Phytochemicals, plant-derived bioactive compounds, offer notable health benefits and therapeutic applications. This study extensively covers phytochemicals, their classification, sources, bioactivities, and stereochemistry, categorizing them into groups like flavonoids, alkaloids, saponins, tannins, terpenoids, and lignans. Structure-Activity Relationship (SAR) studies reveal the crucial roles of specific structural features and their biological activities. The nitrogen atoms in alkaloids conjugated double bond systems in carotenoids, diverse functional groups such as Hydroxyl, carbonyl, and epoxy groups in terpenoids, hydroxyl groups in phenolic acids and flavonoids, glycosidic bonds in saponins, and the molecular architecture of lignans. These structural elements enable interactions with various biological targets, resulting in diverse pharmacological properties, including antioxidant, anti-inflammatory, antimicrobial, anticancer, cardioprotective, and other pharmacological activities. The current review highlights the significance of stereoisomerism in their bioactivities. In case of alkaloids, the spatial arrangement of the nitrogen atom plays a significant role in binding to receptors and enzymes. Whereas in carotenoids, the configuration of the conjugated double-bond system affects their antioxidant properties. The arrangement of hydroxyl groups in phenolic acids and flavonoids determines their ability to interact with their targets and exhibit antioxidant properties. The study examines the use of AI and machine learning in phytochemical research, providing insights into molecular modelling. Finally, the review offers a complete understanding of phytochemicals, their therapeutic applications and drug discovery.

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      Saiqali, M. A., Aziz, S. S., & Reddy, A. V. (). Current Status on Phytochemicals Classification, Structure-Activity Relationship, Stereochemistry and AI-Driven Applications: A Systematic Review. Pharmacognosy Reviews, 19(38), 186–211. https://doi.org/10.5530/phrev.20252344