학술논문

Characterization of Plant-Derived Natural Inhibitors of Dipeptidyl Peptidase-4 as Potential Antidiabetic Agents: A Computational Study
Document Type
Academic Journal
Source
Pharmaceutics. April, 2024, Vol. 16 Issue 4
Subject
T cells -- Analysis -- Physiological aspects -- Health aspects
Medicine, Botanic -- Analysis -- Physiological aspects -- Health aspects
Blood sugar -- Analysis -- Health aspects -- Physiological aspects
Cardiovascular diseases -- Care and treatment
Medicinal plants -- Health aspects -- Analysis -- Physiological aspects
Medicine, Herbal -- Analysis -- Physiological aspects -- Health aspects
Hydrogen bonding -- Analysis -- Physiological aspects -- Health aspects
Molecular dynamics -- Health aspects -- Physiological aspects -- Analysis
Blindness -- Care and treatment
Diabetes therapy -- Physiological aspects -- Analysis -- Health aspects
Hypoglycemic agents -- Physiological aspects -- Analysis -- Health aspects
Glucose metabolism -- Analysis -- Health aspects -- Physiological aspects
Proteins -- Analysis -- Health aspects -- Physiological aspects
Density functionals -- Analysis -- Health aspects -- Physiological aspects
Simulation methods -- Analysis -- Physiological aspects -- Health aspects
Language
English
ISSN
1999-4923
Abstract
Diabetes, characterized by elevated blood sugar levels, poses significant health and economic risks, correlating with complications like cardiovascular disease, kidney failure, and blindness. Dipeptidyl peptidase-4 (DPP-4), also referred to as T-cell activation antigen CD26 (EC 3.4.14.5.), plays a crucial role in glucose metabolism and immune function. Inhibiting DPP-4 was anticipated as a potential new therapy for diabetes. Therefore, identification of plant-based natural inhibitors of DPP-4 would help in eradicating diabetes worldwide. Here, for the identification of the potential natural inhibitors of DPP-4, we developed a phytochemicals library consisting of over 6000 phytochemicals detected in 81 medicinal plants that exhibited anti-diabetic potency. The library has been docked against the target proteins, where isorhamnetin, Benzyl 5-Amino-5-deoxy-2,3-O-isopropyl-alpha-D-mannofuranoside (DTXSID90724586), and 5-Oxo-7-[4-(trifluoromethyl) phenyl]-4H,6H,7H-[1,2]thiazolo[4,5-b]pyridine 3-carboxylic acid (CHEMBL3446108) showed binding affinities of −8.5, −8.3, and −8.3 kcal/mol, respectively. These compounds exhibiting strong interactions with DPP-4 active sites (Glu205, Glu206, Tyr547, Trp629, Ser630, Tyr662, His740) were identified. ADME/T and bioactivity predictions affirmed their pharmacological safety. Density functional theory calculations assessed stability and reactivity, while molecular dynamics simulations demonstrated persistent stability. Analyzing parameters like RMSD, RG, RMSF, SASA, H-bonds, MM-PBSA, and FEL confirmed stable protein–ligand compound formation. Principal component analysis provided structural variation insights. Our findings suggest that those compounds might be possible candidates for developing novel inhibitors targeting DPP-4 for treating diabetes.
Author(s): Alomgir Hossain [1]; Md Ekhtiar Rahman [1]; Md Omar Faruqe [2]; Ahmed Saif [3]; Suzzada Suhi [4]; Rashed Zaman [1]; Abdurahman Hajinur Hirad [5]; Mohammad Nurul Matin [1,6]; Muhammad [...]