Antibacterial flavonoid derivatives: in silico ADMET, DFT, Molecular Docking, MD Simulation and in vitro verification.

In silico pharmacology Pub Date : 2026-06-04 eCollection Date: 2026-01-01 DOI:10.1007/s40203-026-00644-1
Atif Ishfaq, Affifa Tajammal, Riaz Maira, Aisha Waheed Qureshi, Babar Aleeza, Muhammad Asim Raza Basra
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Abstract

Computer-Aided drug design (CADD) integrating the pharmacokinetic and toxicity prediction is increasingly used as a best approach to prioritize the lead drug candidates. In current study, previously synthesized flavonoid derivatives (2a-4b) were evaluated as antibacterial agents using a combined in-silico and in-vitro approaches. ADME, toxicity class, solubility, drug likeness and binding affinity towards biological targets were assessed using web tools pkCSM, ProTox, and SwissADME, and density functional theory (DFT) at B3LYP/6-31G was employed to obtain the optimized geometries, frontier molecular orbitals and quantum chemical descriptors. Molecular docking against the 1MOQ protein was performed to calculate the binding affinity, while antibacterial and antibiofilm activities were determined against Pseudomonas (IRLO‑2), Acinetobacter (IRLY‑2) and Burkholderia (IB‑4). The derivatives 3b and 4b possessing significant binding energy of -8.7 and -8.6  kcal/mol for the 1MOQ target protein and 2a, 3b, and 4a exhibited better ADME characteristics whereas 3a to 4b were found very less toxic by ProTox. Compound 3b was further validated by molecular dynamic simulation with trajectory analysis of structural stability metrics RMSD, RMSF and Rg. All compounds were found to exhibit high dipole moment consistent with their activeness to biological targets. Bioassay showed moderate to considerable inhibitory activity when compared to the reference drug. Compounds 2a and 2b have consistently shown antibacterial and anti-biofilm properties especially against Acinetobacter and Burkholderia and also they have shown high Pa values towards DNA gyrase and β-lactamase. These flavonoid derivatives can emerge as promising antibacterial and antibiofilm leads that warrant further optimization in future.

Graphical abstract:

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-026-00644-1.

抗菌类黄酮衍生物:硅ADMET、DFT、分子对接、MD模拟及体外验证。
结合药代动力学和毒性预测的计算机辅助药物设计(CADD)越来越多地被用作优选候选先导药物的最佳方法。在目前的研究中,先前合成的类黄酮衍生物(2a-4b)作为抗菌药物使用硅和体外联合方法进行了评估。利用网络工具pkCSM、ProTox和SwissADME评估ADME、毒性等级、溶解度、药物相似性和与生物靶点的结合亲和力,并利用B3LYP/6-31G的密度泛函理论(DFT)获得优化的几何形状、前沿分子轨道和量子化学描述子。对1MOQ蛋白进行分子对接以计算结合亲和力,同时测定对假单胞菌(IRLO‑2)、不动杆菌(IRLY‑2)和伯克氏菌(IB‑4)的抗菌和抗生物膜活性。衍生物3b和4b对1MOQ目标蛋白的结合能分别为-8.7和-8.6 kcal/mol, 2a、3b和4a具有较好的ADME特性,而3a和4b对ProTox的毒性很小。通过结构稳定性指标RMSD、RMSF和Rg的轨迹分析,进一步对化合物3b进行分子动力学模拟验证。所有化合物都表现出高偶极矩,与它们对生物靶点的活性一致。与参比药物相比,生物测定显示出中等到相当大的抑制活性。化合物2a和2b一直显示出抗菌和抗生物膜特性,特别是对不动杆菌和伯克霍尔德菌,并且它们对DNA旋切酶和β-内酰胺酶也显示出高Pa值。这些类黄酮衍生物可以作为有前途的抗菌和抗生物膜先导物,值得进一步优化。图片摘要:补充资料:在线版本包含补充资料,网址为10.1007/s40203-026-00644-1。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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