新型PAD4抑制剂的计算机辅助重新定位和体外功能评估。

IF 3.6 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Sofía Ruiz-Hernández, Fátima de Lourdes Ochoa-González, Julio E. Castañeda-Delgado, Othir Gidalti Galicia-Cruz, Ricardo Castillo-Velázquez, Mauricio Comas-García, Gildardo Rivera and Edgar E. Lara-Ramírez
{"title":"新型PAD4抑制剂的计算机辅助重新定位和体外功能评估。","authors":"Sofía Ruiz-Hernández, Fátima de Lourdes Ochoa-González, Julio E. Castañeda-Delgado, Othir Gidalti Galicia-Cruz, Ricardo Castillo-Velázquez, Mauricio Comas-García, Gildardo Rivera and Edgar E. Lara-Ramírez","doi":"10.1039/D5MD00395D","DOIUrl":null,"url":null,"abstract":"<p >Peptidyl arginine deiminase 4 (PAD4) is a protein that catalyzes both normal and abnormal citrullination of interacting protein partners, affecting gene regulation and being associated with diseases such as Alzheimer's, cancer, and rheumatoid arthritis (RA). As a result, PAD4 has emerged as a potential therapeutic target; however, no inhibitors have been approved to date. In this study, the REFRAME and ZINC15 drug databases were virtually screened. The approach used molecular docking and dynamics simulation techniques to identify compounds with high-predicted binding affinity to PAD4 (PDB ID: 4DKT). Selected hits from this virtual screening underwent <em>in vitro</em> assays using fixed concentrations derived from the docking score to evaluate their ability to inhibit PAD4 activity, and their effect on neutrophil extracellular trap (NET) release was assessed using an <em>ex vivo</em> human neutrophil model. Computational analyses identified amodiaquine, folic acid, and pyroxamide as stable PAD4 binders. <em>In vitro</em> inhibition assays revealed that amodiaquine (5.0 μM to 1.0 nM) and pyroxamide (0.1 μM) were more potent inhibitors than the reference PAD4 inhibitor BBCla (8.8 μM), while folic acid showed a non-significant trend toward inhibition. Cytotoxicity assays confirmed that all compounds were non-toxic at the tested concentrations, except for amodiaquine at 50 μM. NETosis assays demonstrated that the three selected compounds altered chromatin decondensation and cellular morphology similarly to BBCla, although not uniformly across all cells. Overall, amodiaquine, folic acid, and pyroxamide were identified as PAD4 inhibitors through combined virtual and experimental approaches, supporting their potential as therapeutic candidates for PAD4-related diseases and warranting further investigation.</p>","PeriodicalId":21462,"journal":{"name":"RSC medicinal chemistry","volume":" 9","pages":" 4405-4414"},"PeriodicalIF":3.6000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Computer-aided repositioning and functional in vitro assessment of novel PAD4 inhibitors†\",\"authors\":\"Sofía Ruiz-Hernández, Fátima de Lourdes Ochoa-González, Julio E. Castañeda-Delgado, Othir Gidalti Galicia-Cruz, Ricardo Castillo-Velázquez, Mauricio Comas-García, Gildardo Rivera and Edgar E. Lara-Ramírez\",\"doi\":\"10.1039/D5MD00395D\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Peptidyl arginine deiminase 4 (PAD4) is a protein that catalyzes both normal and abnormal citrullination of interacting protein partners, affecting gene regulation and being associated with diseases such as Alzheimer's, cancer, and rheumatoid arthritis (RA). As a result, PAD4 has emerged as a potential therapeutic target; however, no inhibitors have been approved to date. In this study, the REFRAME and ZINC15 drug databases were virtually screened. The approach used molecular docking and dynamics simulation techniques to identify compounds with high-predicted binding affinity to PAD4 (PDB ID: 4DKT). Selected hits from this virtual screening underwent <em>in vitro</em> assays using fixed concentrations derived from the docking score to evaluate their ability to inhibit PAD4 activity, and their effect on neutrophil extracellular trap (NET) release was assessed using an <em>ex vivo</em> human neutrophil model. Computational analyses identified amodiaquine, folic acid, and pyroxamide as stable PAD4 binders. <em>In vitro</em> inhibition assays revealed that amodiaquine (5.0 μM to 1.0 nM) and pyroxamide (0.1 μM) were more potent inhibitors than the reference PAD4 inhibitor BBCla (8.8 μM), while folic acid showed a non-significant trend toward inhibition. Cytotoxicity assays confirmed that all compounds were non-toxic at the tested concentrations, except for amodiaquine at 50 μM. NETosis assays demonstrated that the three selected compounds altered chromatin decondensation and cellular morphology similarly to BBCla, although not uniformly across all cells. Overall, amodiaquine, folic acid, and pyroxamide were identified as PAD4 inhibitors through combined virtual and experimental approaches, supporting their potential as therapeutic candidates for PAD4-related diseases and warranting further investigation.</p>\",\"PeriodicalId\":21462,\"journal\":{\"name\":\"RSC medicinal chemistry\",\"volume\":\" 9\",\"pages\":\" 4405-4414\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"RSC medicinal chemistry\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://pubs.rsc.org/en/content/articlelanding/2025/md/d5md00395d\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"RSC medicinal chemistry","FirstCategoryId":"3","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2025/md/d5md00395d","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

肽基精氨酸脱亚胺酶4 (PAD4)是一种催化相互作用蛋白伴侣正常和异常瓜氨酸化的蛋白,影响基因调控,并与阿尔茨海默病、癌症和类风湿性关节炎(RA)等疾病有关。因此,PAD4已成为一个潜在的治疗靶点;然而,迄今为止还没有抑制剂被批准。在本研究中,REFRAME和ZINC15药物数据库进行了虚拟筛选。该方法使用分子对接和动力学模拟技术来鉴定与PAD4 (PDB ID: 4DKT)具有高预测结合亲和力的化合物。从虚拟筛选中选择的命中物使用对接评分得出的固定浓度进行体外试验,以评估其抑制PAD4活性的能力,并使用离体人中性粒细胞模型评估其对中性粒细胞胞外陷阱(NET)释放的影响。计算分析确定阿莫地喹、叶酸和焦胺是稳定的PAD4结合剂。体外抑制实验表明,阿莫地喹(5.0 μM ~ 1.0 nM)和pyroxamide (0.1 μM)对PAD4的抑制作用强于对照抑制剂BBCla (8.8 μM),而叶酸对PAD4的抑制作用不显著。细胞毒性试验证实,除amodiaquine在50 μM浓度下无毒外,所有化合物在测试浓度下均无毒。NETosis实验表明,这三种选定的化合物改变了染色质去浓缩和细胞形态,类似于BBCla,尽管不是均匀地在所有细胞中。总的来说,通过虚拟和实验相结合的方法,阿莫地喹、叶酸和pyroxamide被确定为PAD4抑制剂,支持它们作为PAD4相关疾病的治疗候选药物的潜力,并需要进一步的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Computer-aided repositioning and functional in vitro assessment of novel PAD4 inhibitors†

Computer-aided repositioning and functional in vitro assessment of novel PAD4 inhibitors†

Peptidyl arginine deiminase 4 (PAD4) is a protein that catalyzes both normal and abnormal citrullination of interacting protein partners, affecting gene regulation and being associated with diseases such as Alzheimer's, cancer, and rheumatoid arthritis (RA). As a result, PAD4 has emerged as a potential therapeutic target; however, no inhibitors have been approved to date. In this study, the REFRAME and ZINC15 drug databases were virtually screened. The approach used molecular docking and dynamics simulation techniques to identify compounds with high-predicted binding affinity to PAD4 (PDB ID: 4DKT). Selected hits from this virtual screening underwent in vitro assays using fixed concentrations derived from the docking score to evaluate their ability to inhibit PAD4 activity, and their effect on neutrophil extracellular trap (NET) release was assessed using an ex vivo human neutrophil model. Computational analyses identified amodiaquine, folic acid, and pyroxamide as stable PAD4 binders. In vitro inhibition assays revealed that amodiaquine (5.0 μM to 1.0 nM) and pyroxamide (0.1 μM) were more potent inhibitors than the reference PAD4 inhibitor BBCla (8.8 μM), while folic acid showed a non-significant trend toward inhibition. Cytotoxicity assays confirmed that all compounds were non-toxic at the tested concentrations, except for amodiaquine at 50 μM. NETosis assays demonstrated that the three selected compounds altered chromatin decondensation and cellular morphology similarly to BBCla, although not uniformly across all cells. Overall, amodiaquine, folic acid, and pyroxamide were identified as PAD4 inhibitors through combined virtual and experimental approaches, supporting their potential as therapeutic candidates for PAD4-related diseases and warranting further investigation.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.80
自引率
2.40%
发文量
129
×
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