Identification of Marine-Derived SLC7A11 Inhibitors: Molecular Docking, Structure-Based Virtual Screening, Cytotoxicity Prediction, and Molecular Dynamics Simulation.

IF 4.9 2区 医学 Q1 CHEMISTRY, MEDICINAL Marine Drugs Pub Date : 2024-08-20 DOI:10.3390/md22080375
Jiaqi Chen, Xuan Li, Jiahua Tao, Lianxiang Luo
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Abstract

The search for anticancer drugs that target ferroptosis is a promising avenue of research. SLC7A11, a key protein involved in ferroptosis, has been identified as a potential target for drug development. Through screening efforts, novel inhibitors of SLC7A11 have been designed with the aim of promoting ferroptosis and ultimately eliminating cancer cells. We initially screened 563 small molecules using pharmacophore and 2D-QSAR models. Molecular docking and ADMET toxicity predictions, with Erastin as a positive control, identified the small molecules 42711 and 27363 as lead compounds with strong inhibitory activity against SLC7A11. Further optimization resulted in the development of a new inhibitor structure (42711_11). Molecular docking and ADMET re-screening demonstrated successful fragment substitution for this small molecule. Final molecular dynamics simulations also confirmed its stable interaction with the protein. These findings represent a significant step towards the development of new therapeutic strategies for ferroptosis-related diseases.

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海洋衍生 SLC7A11 抑制剂的鉴定:分子对接、基于结构的虚拟筛选、细胞毒性预测和分子动力学模拟。
寻找以铁蛋白沉积为靶点的抗癌药物是一个很有前景的研究方向。SLC7A11是一种参与铁变态反应的关键蛋白,已被确定为药物开发的潜在靶点。通过筛选工作,我们设计出了新型 SLC7A11 抑制剂,目的是促进铁变态反应并最终消灭癌细胞。我们利用药效学和二维-QSAR 模型初步筛选了 563 个小分子。通过分子对接和 ADMET 毒性预测(以 Erastin 为阳性对照),我们发现小分子 42711 和 27363 是对 SLC7A11 具有强抑制活性的先导化合物。通过进一步优化,开发出了一种新的抑制剂结构(42711_11)。分子对接和 ADMET 再筛选表明,这种小分子的片段置换成功。最后的分子动力学模拟也证实了它与蛋白质的稳定相互作用。这些发现标志着我们在开发治疗铁蛋白沉积相关疾病的新策略方面迈出了重要一步。
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来源期刊
Marine Drugs
Marine Drugs 医学-医药化学
CiteScore
9.60
自引率
14.80%
发文量
671
审稿时长
1 months
期刊介绍: Marine Drugs (ISSN 1660-3397) publishes reviews, regular research papers and short notes on the research, development and production of drugs from the sea. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible, particularly synthetic procedures and characterization information for bioactive compounds. There is no restriction on the length of the experimental section.
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