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针对三阴性乳腺癌的 PD-1/PD-L1 靶点的拮抗剂的多层次虚拟筛选。

A multitier virtual screening of antagonists targeting PD-1/PD-L1 interface for the management of triple-negative breast cancer.

机构信息

Department of Biotechnology, School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, India.

出版信息

Med Oncol. 2023 Sep 30;40(11):312. doi: 10.1007/s12032-023-02183-7.

DOI:10.1007/s12032-023-02183-7
PMID:37777635
Abstract

Immunotherapies are promising therapeutic options for the management of triple-negative breast cancer because of its high mutation rate and genomic instability. Of note, the blockade of the immune checkpoint protein PD-1 and its ligand PD-L1 has been proven to be an efficient and potent strategy to combat triple-negative breast cancer. To date, various anti-PD-1/anti-PD-L1 antibodies have been approved. However, the intrinsic constraints of these therapeutic antibodies significantly limit their application, making small molecules a potentially significant option for PD-1/PD-L1 inhibition. In light of this, the current study aims to use a high-throughput virtual screening technique to identify potential repurposed candidates as PD-L1 inhibitors. Thus, the present study explored binding efficiency of 2509 FDA-approved compounds retrieved from the drug bank database against PD-L1 protein. The binding affinity of the compounds was determined using the glide XP docking programme. Furthermore, prime-MM/GBSA, DFT calculations, and RF score were used to precisely re-score the binding free energy of the docked complexes. In addition, the ADME and toxicity profiles for the lead compounds were also examined to address PK/PD characteristics. Altogether, the screening process identified three molecules, namely DB01238, DB06016 and DB01167 as potential therapeutics for the PD-L1 protein. To conclude, a molecular dynamic simulation of 100 ns was run to characterise the stability and inhibitory action of the three lead compounds. The results from the simulation study confirm the robust structural and thermodynamic stability of DB01238 than other investigated molecules. Thus, our findings hypothesize that DB01238 could serve as potential PD-L1 inhibitor in the near future for triple-negative breast cancer patients.

摘要

免疫疗法是治疗三阴性乳腺癌的有前途的治疗选择,因为它具有高突变率和基因组不稳定性。值得注意的是,阻断免疫检查点蛋白 PD-1 及其配体 PD-L1 已被证明是对抗三阴性乳腺癌的有效且有效的策略。迄今为止,已经批准了各种抗 PD-1/抗 PD-L1 抗体。然而,这些治疗性抗体的固有局限性极大地限制了它们的应用,使小分子成为 PD-1/PD-L1 抑制的潜在重要选择。有鉴于此,本研究旨在使用高通量虚拟筛选技术来鉴定潜在的再利用候选物作为 PD-L1 抑制剂。因此,本研究探讨了从药物库数据库中检索的 2509 种 FDA 批准的化合物与 PD-L1 蛋白的结合效率。使用 glide XP 对接程序确定了化合物的结合亲和力。此外,还使用 prime-MM/GBSA、DFT 计算和 RF 分数来精确重新计算对接复合物的结合自由能。此外,还检查了先导化合物的 ADME 和毒性概况,以解决 PK/PD 特征。总的来说,筛选过程确定了三种分子,即 DB01238、DB06016 和 DB01167,作为 PD-L1 蛋白的潜在治疗药物。总之,进行了 100ns 的分子动力学模拟,以表征三种先导化合物的稳定性和抑制作用。模拟研究的结果证实了 DB01238 比其他研究分子具有更强的结构和热力学稳定性。因此,我们的研究结果假设 DB01238 可能在不久的将来成为三阴性乳腺癌患者的潜在 PD-L1 抑制剂。

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