Computation and Experimental Approaches to Uncover the Antidiabetic Potential of Leaf Insulin (Tithonia diversifolia) Extract Based on Flavonoid Constituents
Abstract
Insulin leaves (Tithonia diversifolia) are traditionally used by the community to lower blood sugar, although this has not been scientifically proven. Insulin leaves are known to contain flavonoids, which are responsible for the antidiabetic activity of these leaves. Therefore, this research was conducted to investigate the antidiabetic effects of insulin leaves, specifically through their flavonoid content. The insulin leaves were extracted with 90% methanol as a solvent and then identified for flavonoid content using Liquid Chromatography-Mass Spectrometry (LC-MS). To investigate the antidiabetic activity, the sample extract was tested for its effect on the in vitro amylase enzyme and inhibition of glycated haemoglobin. Moreover, advanced techniques such as in silico analysis and molecular docking are used to elucidate the molecular mechanism behind the antidiabetic effects of insulin leaves. The results of our study revealed that plant extracts, particularly those rich in flavonoids such as luteolin, genistein, and hispidulin, are potent inhibitors of the α-amylase enzyme and the formation of glycated haemoglobin. The Inhibition Concentration 50% (IC₅₀) value of flavonoids was found to be lower than that of glibenclamide, suggesting their superior efficacy in stabilizing blood sugar levels. Docking analysis further confirmed the strong interactions between flavonoids and key enzyme residues and haemoglobin, while Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET) predictions indicated favourable absorption and distribution profiles. Both experimental and computational approaches show the importance of flavonoids in the antidiabetic activity of insulin leaf extracts, highlighting their contribution to its effectiveness.
Full text article
References
Authors
Copyright (c) 2026 Masniah Masniah, Eko Suhartono, Fujiati Fujiati, Muhammad Ali Faisal, Budu Budu, Mohammad Bakhriansyah, Istiana Istiana, Dewi Indah Noviana Pratiwi

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors continue to retain the copyright to the article if the article is published in the Borneo Journal of Pharmacy. They will also retain the publishing rights to the article without any restrictions.
Authors who publish in this journal agree to the following terms:
- Any article on the copyright is retained by the author(s).
- The author grants the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share work with an acknowledgment of the work authors and initial publications in this journal.
- Authors can enter into separate, additional contractual arrangements for the non-exclusive distribution of published articles (e.g., post-institutional repository) or publish them in a book, with acknowledgment of their initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their websites) prior to and during the submission process. This can lead to productive exchanges and earlier and greater citations of published work.
- The article and any associated published material are distributed under the Creative Commons Attribution-ShareAlike 4.0 International License.