高通量虚拟筛选和验证针对非小细胞肺癌的植物表皮生长因子受体 L858R 激酶抑制剂:利用 GC-MS、网络药理学、对接和分子动力学的综合方法

IF 3 3区 医学 Q2 PHARMACOLOGY & PHARMACY Saudi Pharmaceutical Journal Pub Date : 2024-07-06 DOI:10.1016/j.jsps.2024.102139
Kun Gao , Zujian Chen , Na Zhang , Pu Jiang
{"title":"高通量虚拟筛选和验证针对非小细胞肺癌的植物表皮生长因子受体 L858R 激酶抑制剂:利用 GC-MS、网络药理学、对接和分子动力学的综合方法","authors":"Kun Gao ,&nbsp;Zujian Chen ,&nbsp;Na Zhang ,&nbsp;Pu Jiang","doi":"10.1016/j.jsps.2024.102139","DOIUrl":null,"url":null,"abstract":"<div><p>Lung cancer ranks as the 2nd most common cancer globally. It’s the most prevalent cancer in men and the 2nd most common in women. The prominent events in EGFR-mutated non-small-cell lung cancer (NSCLC) include the emergence of the L858R mutation within EGFR exon 21. Despite the promising efficacy of EGFR inhibitors in managing lung cancer, the development of acquired resistance poses a significant hurdle. In the current investigation, we focused on the screening of two phytochemicals, namely Dehydrocostus lactone and Mokkolactone, derived from the <em>Saussurea lappa</em> plant, as potential inhibitors targeting EGFR L858R mutant lung cancer. The chloroform and ethanol extract of the plant demonstrated anti-proliferative activity through the Resazurin chemosensitivity assay, exhibiting an IC50 value of 37.90 ± 0.29 µg/ml with selectivity index 2.4. Through a GC–MS study, we identified 11 phytochemicals for further <em>insilico</em> analysis. These compounds underwent ADMET assessment followed by drug likeliness analysis before being subjected to molecular docking against EGFR L858R, identified through protein–protein interaction network analysis. All phytochemicals exhibited binding energy scores ranging from −6.9 to −8.1 kcal/mol. Dehydrocostus lactone and Mokkolactone were specifically identified for their binding profile. Findings from 100 ns molecular dynamics simulations demonstrated their enhanced stability compared to the reference ligand DJK. This was evident in the root mean square deviation (RMSD) values, ranging from 0.23 ± 0.01 nm to 0.30 ± 0.05 nm, the radius of gyration values, from 1.71 ± 0.01 nm to 1.72 ± 0.01 nm, and the solvent accessible surface area values, from 155.39 ± 2.40 nm<sup>2</sup> to 159.32 ± 2.14 nm<sup>2</sup>. Additionally, favourable characteristics were observed in terms of hydrogen bonding, principal component analysis, and free energy landscape analysis. Examination of their electronic structure via density functional theory revealed efficient properties, with the highest occupied molecular orbital-least unoccupied molecular orbital energy gap values ranging from −3.984 eV to −6.547 eV. Further, in vivo analysis is required to gain a more comprehensive understanding and efficacy of these identified phytochemicals against lung cancer.</p></div>","PeriodicalId":49257,"journal":{"name":"Saudi Pharmaceutical Journal","volume":"32 9","pages":"Article 102139"},"PeriodicalIF":3.0000,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1319016424001890/pdfft?md5=a51465e98e81c700d0056ef142719b03&pid=1-s2.0-S1319016424001890-main.pdf","citationCount":"0","resultStr":"{\"title\":\"High throughput virtual screening and validation of Plant-Based EGFR L858R kinase inhibitors against Non-Small cell lung Cancer: An integrated approach Utilizing GC–MS, network Pharmacology, Docking, and molecular dynamics\",\"authors\":\"Kun Gao ,&nbsp;Zujian Chen ,&nbsp;Na Zhang ,&nbsp;Pu Jiang\",\"doi\":\"10.1016/j.jsps.2024.102139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Lung cancer ranks as the 2nd most common cancer globally. It’s the most prevalent cancer in men and the 2nd most common in women. The prominent events in EGFR-mutated non-small-cell lung cancer (NSCLC) include the emergence of the L858R mutation within EGFR exon 21. Despite the promising efficacy of EGFR inhibitors in managing lung cancer, the development of acquired resistance poses a significant hurdle. In the current investigation, we focused on the screening of two phytochemicals, namely Dehydrocostus lactone and Mokkolactone, derived from the <em>Saussurea lappa</em> plant, as potential inhibitors targeting EGFR L858R mutant lung cancer. The chloroform and ethanol extract of the plant demonstrated anti-proliferative activity through the Resazurin chemosensitivity assay, exhibiting an IC50 value of 37.90 ± 0.29 µg/ml with selectivity index 2.4. Through a GC–MS study, we identified 11 phytochemicals for further <em>insilico</em> analysis. These compounds underwent ADMET assessment followed by drug likeliness analysis before being subjected to molecular docking against EGFR L858R, identified through protein–protein interaction network analysis. All phytochemicals exhibited binding energy scores ranging from −6.9 to −8.1 kcal/mol. Dehydrocostus lactone and Mokkolactone were specifically identified for their binding profile. Findings from 100 ns molecular dynamics simulations demonstrated their enhanced stability compared to the reference ligand DJK. This was evident in the root mean square deviation (RMSD) values, ranging from 0.23 ± 0.01 nm to 0.30 ± 0.05 nm, the radius of gyration values, from 1.71 ± 0.01 nm to 1.72 ± 0.01 nm, and the solvent accessible surface area values, from 155.39 ± 2.40 nm<sup>2</sup> to 159.32 ± 2.14 nm<sup>2</sup>. Additionally, favourable characteristics were observed in terms of hydrogen bonding, principal component analysis, and free energy landscape analysis. Examination of their electronic structure via density functional theory revealed efficient properties, with the highest occupied molecular orbital-least unoccupied molecular orbital energy gap values ranging from −3.984 eV to −6.547 eV. Further, in vivo analysis is required to gain a more comprehensive understanding and efficacy of these identified phytochemicals against lung cancer.</p></div>\",\"PeriodicalId\":49257,\"journal\":{\"name\":\"Saudi Pharmaceutical Journal\",\"volume\":\"32 9\",\"pages\":\"Article 102139\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1319016424001890/pdfft?md5=a51465e98e81c700d0056ef142719b03&pid=1-s2.0-S1319016424001890-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Saudi Pharmaceutical Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1319016424001890\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PHARMACOLOGY & PHARMACY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Saudi Pharmaceutical Journal","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1319016424001890","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHARMACOLOGY & PHARMACY","Score":null,"Total":0}
引用次数: 0

摘要

肺癌是全球第二大常见癌症。它是男性发病率最高的癌症,也是女性发病率第二高的癌症。表皮生长因子受体(EGFR)突变的非小细胞肺癌(NSCLC)的突出事件包括表皮生长因子受体(EGFR)外显子 21 中 L858R 突变的出现。尽管表皮生长因子受体(EGFR)抑制剂在治疗肺癌方面疗效显著,但获得性耐药性的产生仍是一个重大障碍。在目前的研究中,我们重点筛选了两种植物化学物质,即从红豆杉植物中提取的去氢木香内酯和木香内酯,作为针对表皮生长因子受体(EGFR)L858R突变肺癌的潜在抑制剂。该植物的氯仿和乙醇提取物通过利血平化学敏感性试验显示了抗增殖活性,其 IC50 值为 37.90 ± 0.29 µg/ml,选择性指数为 2.4。通过气相色谱-质谱(GC-MS)研究,我们确定了 11 种植物化学物质,并对其进行了进一步的内部分析。这些化合物在与表皮生长因子受体 L858R 进行分子对接之前进行了 ADMET 评估和药物相似性分析,后者是通过蛋白质-蛋白质相互作用网络分析确定的。所有植物化学物质的结合能得分范围为 -6.9 至 -8.1 kcal/mol。去氢木香内酯和木香内酯因其结合特征而被特别识别。100 ns 分子动力学模拟结果表明,与参考配体 DJK 相比,它们的稳定性更强。这表现在均方根偏差(RMSD)值从 0.23 ± 0.01 nm 到 0.30 ± 0.05 nm,回转半径值从 1.71 ± 0.01 nm 到 1.72 ± 0.01 nm,溶剂可接触表面积值从 155.39 ± 2.40 nm2 到 159.32 ± 2.14 nm2。此外,在氢键、主成分分析和自由能景观分析方面也观察到了有利的特征。通过密度泛函理论对其电子结构进行的研究显示了其高效特性,最高占用分子轨道-最低未占用分子轨道能隙值范围为 -3.984 eV 至 -6.547 eV。为了更全面地了解这些已发现的植物化学物质对肺癌的疗效,还需要进一步进行体内分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
High throughput virtual screening and validation of Plant-Based EGFR L858R kinase inhibitors against Non-Small cell lung Cancer: An integrated approach Utilizing GC–MS, network Pharmacology, Docking, and molecular dynamics

Lung cancer ranks as the 2nd most common cancer globally. It’s the most prevalent cancer in men and the 2nd most common in women. The prominent events in EGFR-mutated non-small-cell lung cancer (NSCLC) include the emergence of the L858R mutation within EGFR exon 21. Despite the promising efficacy of EGFR inhibitors in managing lung cancer, the development of acquired resistance poses a significant hurdle. In the current investigation, we focused on the screening of two phytochemicals, namely Dehydrocostus lactone and Mokkolactone, derived from the Saussurea lappa plant, as potential inhibitors targeting EGFR L858R mutant lung cancer. The chloroform and ethanol extract of the plant demonstrated anti-proliferative activity through the Resazurin chemosensitivity assay, exhibiting an IC50 value of 37.90 ± 0.29 µg/ml with selectivity index 2.4. Through a GC–MS study, we identified 11 phytochemicals for further insilico analysis. These compounds underwent ADMET assessment followed by drug likeliness analysis before being subjected to molecular docking against EGFR L858R, identified through protein–protein interaction network analysis. All phytochemicals exhibited binding energy scores ranging from −6.9 to −8.1 kcal/mol. Dehydrocostus lactone and Mokkolactone were specifically identified for their binding profile. Findings from 100 ns molecular dynamics simulations demonstrated their enhanced stability compared to the reference ligand DJK. This was evident in the root mean square deviation (RMSD) values, ranging from 0.23 ± 0.01 nm to 0.30 ± 0.05 nm, the radius of gyration values, from 1.71 ± 0.01 nm to 1.72 ± 0.01 nm, and the solvent accessible surface area values, from 155.39 ± 2.40 nm2 to 159.32 ± 2.14 nm2. Additionally, favourable characteristics were observed in terms of hydrogen bonding, principal component analysis, and free energy landscape analysis. Examination of their electronic structure via density functional theory revealed efficient properties, with the highest occupied molecular orbital-least unoccupied molecular orbital energy gap values ranging from −3.984 eV to −6.547 eV. Further, in vivo analysis is required to gain a more comprehensive understanding and efficacy of these identified phytochemicals against lung cancer.

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
Saudi Pharmaceutical Journal
Saudi Pharmaceutical Journal PHARMACOLOGY & PHARMACY-
CiteScore
6.10
自引率
2.40%
发文量
194
审稿时长
67 days
期刊介绍: The Saudi Pharmaceutical Journal (SPJ) is the official journal of the Saudi Pharmaceutical Society (SPS) publishing high quality clinically oriented submissions which encompass the various disciplines of pharmaceutical sciences and related subjects. SPJ publishes 8 issues per year by the Saudi Pharmaceutical Society, with the cooperation of the College of Pharmacy, King Saud University.
期刊最新文献
Drug delivery for age-related bone diseases: From therapeutic targets to common and emerging therapeutic strategies Impacts of Anabolic-androgenic steroid supplementation on female health and offspring: Mechanisms, side effects, and medical perspectives Bioadhesive hybrid system of niosomes and pH sensitive in situ gel for itraconazole ocular delivery: Dual approach for efficient treatment of fungal infections Model-informed drug discovery and development approaches to inform clinical trial design and regulatory decisions: A primer for the MENA region Budget impact analysis of baricitinib for treatment of alopecia areata: A Saudi hospital perspective
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1