生物信息学
2型糖尿病
鉴定(生物学)
糖尿病
计算生物学
医学
2型糖尿病
体外
药理学
生物信息学
生物
内分泌学
生物化学
基因
植物
作者
Divya Jhinjharia,Pinky Juneja,Gaurava Srivastava,Kiran Bharat Lokhande,Aarti Sharma,Jitendra Singh Rathore,Savneet Kaur,Shakti Sahi
标识
DOI:10.1080/17460441.2025.2522896
摘要
The activation of free fatty acid receptor 4 (FFAR4) enhances insulin sensitivity and glucose uptake while mitigating inflammation. It is a promising therapeutic approach for managing type 2 diabetes mellitus (T2DM). Structure and Ligand-based screening approaches were employed to evaluate 1.1 million molecules for FFAR4 agonistic activity. Eight promising candidates were selected based on their binding affinity, non-bonded interactions, and pharmacokinetic properties and subjected to 500 ns molecular dynamics simulations (MDS). The therapeutic efficacy of compounds was assessed through in vitro assays, including cell viability tests, glucose uptake analysis, and gene expression profiling. The analysis revealed several residues (VAL98, ARG99, ARG183, ARG22, ARG24, GLU43, and TRP305) that are essential for biological activity. Insights into the mechanistic contribution of amino acid residues located in the extracellular and intracellular loops of FFAR4 to ligand binding were obtained through MDS analysis. The binding energy values indicate a stronger binding affinity between the FFAR4 and hit molecules. In vitro experiments on selected compounds (Comp35, CompN1, CompN2, and diosmetin) confirmed their potential effects on insulin-stimulated glucose uptake, IR, inflammation, and diabetic pathways. Comp35, diosmetin, CompN1, and CompN2 were found to be potential hit agonists and can be developed for therapy.
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