Integrated Evaluation of Medicinal Plants for Antidiabetic Potential: Bridging In Vivo and In Vitro Assessments with Advanced In Silico Analyses, including ADMET Prediction, Molecular Docking, and Molecular Dynamics Simulation
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Date
2024
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جامعة الوادي university of eloued
Abstract
The plant kingdom serves as an exceptional reservoir of bioactive compounds endowed with antidiabetic properties. This study aims to investigate the anti-diabetic effects of essential oils derived
from Cotula cinerea and Origanum majorana L both in vivo and in vitro, as well as in silico. Initially,
the essential oils were obtained through hydrodistillation, and their respective compounds were
characterized using gas chromatography-mass spectrometry (GC/MS) analysis, with Cotula cinerea
yielding 31 compounds and Origanum majorana L yielding 44 compounds.
In vivo experiments using rats that had been given alloxan to induce diabetes were conducted during
the study's first phase. Following a 15-day treatment period with 10 µl of the essential oils from
Cotula cinerea and Origanum majorana L, the treatment's effectiveness was evaluated in comparison
of control groups, including those using the Acarbose. The results demonstrated that alloxan caused
a change in hematological parameters (LYM, GRA), glycemia and hepatic enzyme markers (AST,
ALT), triglycerides and kidney function (urea, creatinine, UA).Additionally, alterations in the
antioxidant defenses MDA and GSH. Histological examinations also revealed notable liver
inflammation, atrophy of the Langerhans islet cells in the pancreas. Nonetheless, the administration
of essential oils improved most of the adverse effects of alloxan especially, controlling blood sugar
levels.
In the laboratory setting, the inhibition of alpha-amylase activity was demonstrated through the
preparation of a starch solution containing essential oils. Findings revealed a notable inhibitory effect
of essential oils on alpha-amylase in plant sources, particularly in Cotula cinerea and Origanum
majorana L (IC50=2.432, -ΔG =27.11) (IC50=3.68, -ΔG =25.83), as compared to Acarbose.
Within the realm of computer science, an examination of Absorption, Distribution, Metabolism,
Excretion, and Toxicity (ADMET) properties was conducted to predict the physicochemical,
pharmaceutical, and toxicological characteristics of specific basic compounds present in each oil
(more than 10%). This analysis utilized the SwissADME and Protox servers, with results indicating
favorable medicinal attributes of all compounds in contrast to acarbose.
In the docking, the basic compounds with a yield of (1%) were selected. For each plant oil, the
obtained results confirm their occurrence in the laboratory, indicating negative ∆G values, which
translates to a good interaction of the compounds with human amylase.In the domain of molecular dynamics simulation, the compound "trons_thujone" exhibited the most
promising interaction with alpha-amylase in comparison to acarbose. Noteworthy results
demonstrated minimal conformational changes throughout the simulation, affirming its potential
efficacy in diabetes management and suggesting its viability as a prospective therapeutic agent for
diabetes treatment.
Description
Toxicology
Keywords
Essential Oil, antidiabetic activity, alloxan, α-amylase, acarbose, swissADME, Docking, IC50, ∆G., زيت أساسي، نشاط مضاد لمرض السكري، الوكسان، ألفا أميليز، أكاربوز
Citation
SOBTI Ouidad; GAID Sihame; LOUROU Khaoula . Integrated Evaluation of Medicinal Plants for Antidiabetic Potential: Bridging In Vivo and In Vitro Assessments with Advanced In Silico Analyses, including ADMET Prediction, Molecular Docking, and Molecular Dynamics Simulation . masters, 2024. Department of cellular and molecular biology. Faculty of Nature and Life Sciences. University of El-Oued. [consulted in ../../….]. Available at. [copy the link here].