Computational drug repurposing reveals Alectinib as a potential lead targeting Cathepsin S for therapeutic developments against cancer and chronic pain.

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-09-24 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1666573
Mohammed Alrouji, Mohammed S Alshammari, Sharif Alhajlah, Syed Tasqeeruddin, Khuzin Dinislam, Anas Shamsi, Saleha Anwar
{"title":"Computational drug repurposing reveals Alectinib as a potential lead targeting Cathepsin S for therapeutic developments against cancer and chronic pain.","authors":"Mohammed Alrouji, Mohammed S Alshammari, Sharif Alhajlah, Syed Tasqeeruddin, Khuzin Dinislam, Anas Shamsi, Saleha Anwar","doi":"10.3389/fbinf.2025.1666573","DOIUrl":null,"url":null,"abstract":"<p><p>Cathepsin S (CathS) is a cysteine protease known to play a role in extracellular matrix (ECM) re-modelling, antigen presentation, immune cells polarisation, and cancer progression and chronic pain pathophysiology. CathS also causes an immunosuppressive environment in solid tumors and is involved in nociceptive signaling. Although several small-molecule inhibitors with favorable <i>in vivo</i> properties have been developed, their clinical utility is limited due to resistance, off-target effects, and suboptimal efficacy. Therefore, alternative therapeutic strategies are urgently needed. In the present study, we utilized an integrated virtual screening protocol to screen 3,500 commercially available FDA-approved drug molecules from DrugBank against the CathS crystal structure, based on which drug-likeness profile and interaction studies were performed to filter putative candidates. Alectinib was found to be a top hit and had significant interactions with the important active-site residues His278 and Cys139. PASS predictions suggested relevant anticancer and anti-pain activities for Alectinib in reference to the control inhibitor Q1N. Later, 500-ns molecular dynamics simulations under the CHARMM36 condition revealed that the CathS-Alectinib complex maintained its structural stability, as indicated by conformational parameters, hydrogen-bond persistence, and essential dynamics analyses. Further MM-PBSA calculations also confirmed a favorable binding free energy (Δ<i>G</i> -20.16 ± 2.59 kcal/mol) dominated by the van der Waals and electrostatic contributions. These computational findings suggest that Alectinib may have potential as a repurposed CathS inhibitor, warranting further experimental testing in relevant cancer and chronic pain models. Notably, these results are based solely on computational analysis and require empirical validation.</p>","PeriodicalId":73066,"journal":{"name":"Frontiers in bioinformatics","volume":"5 ","pages":"1666573"},"PeriodicalIF":3.9000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12504298/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in bioinformatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fbinf.2025.1666573","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MATHEMATICAL & COMPUTATIONAL BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Cathepsin S (CathS) is a cysteine protease known to play a role in extracellular matrix (ECM) re-modelling, antigen presentation, immune cells polarisation, and cancer progression and chronic pain pathophysiology. CathS also causes an immunosuppressive environment in solid tumors and is involved in nociceptive signaling. Although several small-molecule inhibitors with favorable in vivo properties have been developed, their clinical utility is limited due to resistance, off-target effects, and suboptimal efficacy. Therefore, alternative therapeutic strategies are urgently needed. In the present study, we utilized an integrated virtual screening protocol to screen 3,500 commercially available FDA-approved drug molecules from DrugBank against the CathS crystal structure, based on which drug-likeness profile and interaction studies were performed to filter putative candidates. Alectinib was found to be a top hit and had significant interactions with the important active-site residues His278 and Cys139. PASS predictions suggested relevant anticancer and anti-pain activities for Alectinib in reference to the control inhibitor Q1N. Later, 500-ns molecular dynamics simulations under the CHARMM36 condition revealed that the CathS-Alectinib complex maintained its structural stability, as indicated by conformational parameters, hydrogen-bond persistence, and essential dynamics analyses. Further MM-PBSA calculations also confirmed a favorable binding free energy (ΔG -20.16 ± 2.59 kcal/mol) dominated by the van der Waals and electrostatic contributions. These computational findings suggest that Alectinib may have potential as a repurposed CathS inhibitor, warranting further experimental testing in relevant cancer and chronic pain models. Notably, these results are based solely on computational analysis and require empirical validation.

计算药物再利用揭示了Alectinib作为潜在的先导靶向组织蛋白酶S治疗癌症和慢性疼痛的发展。
组织蛋白酶S (CathS)是一种半胱氨酸蛋白酶,已知在细胞外基质(ECM)重塑、抗原呈递、免疫细胞极化、癌症进展和慢性疼痛病理生理中发挥作用。在实体肿瘤中,CathS也引起免疫抑制环境,并参与伤害性信号传导。尽管已经开发出几种具有良好体内特性的小分子抑制剂,但由于耐药、脱靶效应和疗效欠佳,它们的临床应用受到限制。因此,迫切需要替代治疗策略。在本研究中,我们利用一个集成的虚拟筛选方案筛选了来自DrugBank的3500个经fda批准的商业化药物分子,并根据cths晶体结构进行了药物相似性分析和相互作用研究,以筛选候选药物。Alectinib被发现是一个顶hit,并且与重要的活性位点残基His278和Cys139有显著的相互作用。PASS预测表明,与对照抑制剂Q1N相比,Alectinib具有相关的抗癌和抗疼痛活性。随后,在CHARMM36条件下进行的500-ns分子动力学模拟表明,CathS-Alectinib配合物的构象参数、氢键持久性和基本动力学分析表明,其结构保持稳定。进一步的MM-PBSA计算也证实了良好的结合自由能(ΔG -20.16±2.59 kcal/mol)主要由范德华和静电贡献。这些计算结果表明,Alectinib可能有潜力作为一种重新用途的CathS抑制剂,值得在相关癌症和慢性疼痛模型中进一步进行实验测试。值得注意的是,这些结果仅基于计算分析,需要经验验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
2.60
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信