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A potent and selective PROTAC degrader of CDK9 as effective inhibitor of HIV-1 RNA synthesis. 作为HIV-1 RNA合成的有效抑制剂的CDK9的有效和选择性PROTAC降解物。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-12 DOI: 10.1007/s11030-025-11393-2
Bo Yang, Ling Ma, Xiaotang Yang, Jiajia Wen, Weiyi Yin, Siqi Li, Yingjie Ji, Ying Wang, Shan Cen, Yanping Li

Cyclin-dependent kinase (CDK) 9 plays a role in the transcription elongation of HIV-1 promoter. Functional inactivation of CDK9 could attenuate HIV-1 replication. However, high homology of CDK family members poses significant challenges in developing CDK9-specific inhibitors, as promiscuous inhibition often leads to off-target toxicities. In this work, a series of novel heterobifunctional compounds was designed and synthesized by conjugating a multitargeted CDK inhibitor with the ligand of different E3 ligases via a chemical linker. A VHL-recruiting heterobifunctional compound (9g) was identified as a highly selective PROTAC degrader of CDK9 by both western blotting and MS-based proteomics analyses. This novel PROTAC compound effectively reduced HIV-1 RNA synthesis by blocking CDK9-mediated transcription elongation. Furthermore, it exhibited significantly lower cytotoxicity and higher anti-HIV-1 therapeutic index than its CDK9 binding warhead. In conclusion, the identification of a selective CDK9-targeted degrader provides a novel anti-HIV-1 lead and highlights the potential of the PROTAC approach for developing host-directed, broad-spectrum antiviral agent candidates.

细胞周期蛋白依赖性激酶(CDK) 9在HIV-1启动子的转录延伸中起作用。CDK9的功能性失活可以减弱HIV-1的复制。然而,CDK家族成员的高度同源性给cdk9特异性抑制剂的开发带来了重大挑战,因为混杂抑制通常会导致脱靶毒性。在这项工作中,通过化学连接剂将多靶点CDK抑制剂与不同E3连接酶的配体偶联,设计并合成了一系列新的杂双功能化合物。通过western blotting和ms - s蛋白质组学分析,一种vhl招募异双功能化合物(9g)被鉴定为CDK9的高选择性PROTAC降解物。这种新的PROTAC化合物通过阻断cdk9介导的转录延伸有效地减少了HIV-1 RNA的合成。此外,与CDK9结合战斗部相比,它表现出更低的细胞毒性和更高的抗hiv -1治疗指数。总之,选择性cdk9靶向降解物的鉴定提供了一种新的抗hiv -1先导物,并突出了PROTAC方法在开发宿主定向、广谱抗病毒候选药物方面的潜力。
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引用次数: 0
Ligand-mediated conformation diversity of Hsp90 revealed by GaMD simulations and Markov model. GaMD模拟和Markov模型揭示了Hsp90配体介导的构象多样性。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-11 DOI: 10.1007/s11030-025-11378-1
Huayin Bao, Jian Wang, Lu Zhao, Jianzhong Chen

The conformational plasticity of Hsp90 is crucial for understanding its function and drug design. In this study, Gaussian accelerated molecular dynamics simulations followed by Markov model analysis were performed to investigate how the ligands D57, 9QY, and 2GJ affect the in- and out-states of the region between α41 and α42 in Hsp90. Our results showed that binding of these ligands reduces the number of conformational states, especially for 2GJ. Specifically, the conformational transition in Hsp90 bound by D57 in the in-state occurs more readily than that in Hsp90 bound by 9QY in the out-state Hsp90. Principal component analysis indicated that the impact of D57 on the conformational fluctuations of α41 in the in-state differs from the effects of 9QY and 2GJ on this helix in the out-state Hsp90. This difference can likely be explained by the variations in network communication caused by these ligands. Furthermore, our analysis of hot spots revealed that the different interactions of D57, 9QY, and 2GJ with residues L48, K58, D93, F183, and T184 are possibly responsible for their distinct conformational plasticity. We hope that this work can provide valuable theoretical insights for designing drugs targeting Hsp90.

Hsp90的构象可塑性对于理解其功能和药物设计至关重要。本研究采用高斯加速分子动力学模拟和马尔可夫模型分析,研究了配体D57、9QY和2GJ对Hsp90 α41和α42之间区域内外态的影响。我们的研究结果表明,这些配体的结合减少了构象态的数量,特别是对于2GJ。具体来说,在状态内与D57结合的Hsp90比在状态外与9QY结合的Hsp90更容易发生构象转变。主成分分析表明,D57对状态内α41构象波动的影响不同于9QY和2GJ对状态外Hsp90 α41构象波动的影响。这种差异可能是由这些配体引起的网络通信的变化来解释的。此外,我们的热点分析表明,D57、9QY和2GJ与残基L48、K58、D93、F183和T184的不同相互作用可能是它们具有不同构象可塑性的原因。我们希望这项工作能够为设计针对Hsp90的药物提供有价值的理论见解。
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引用次数: 0
The cocrystal advantage: overcoming polymorph patent barriers in generic drug development. 共晶优势:克服仿制药开发中的多晶专利壁垒。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-10 DOI: 10.1007/s11030-025-11375-4
Raju G Sharma, Smitkumar D Vankar, Mayank G Sharma

In the pharmaceutical industry, the strategic extension of drug exclusivity through polymorph patents presents a significant barrier to the timely market entry of generic competitors. This review delineates the use of pharmaceutical cocrystals as a sophisticated strategy to navigate these intellectual property hurdles. By forming a multi-component crystalline solid with a pharmaceutically acceptable co-former, a new solid form of the active pharmaceutical ingredient (API) is created, which is structurally and legally distinct from patented polymorphs. This approach provides a dual advantage: it offers a non-infringing pathway for generic development and simultaneously presents an opportunity to enhance the API's physicochemical properties. The formation of cocrystals can lead to significant improvements in solubility, dissolution rate, stability, and bioavailability, thereby creating value-added generic products with superior performance. This article examines the interplay between the Hatch-Waxman Act, regulatory pathways such as the ANDA, and the scientific principles of crystal engineering that underpin cocrystal design and synthesis. Through case studies of recently developed cocrystals for APIs like Daprodustat, Roxadustat, and Vadadustat, we illustrate the practical application and commercial potential of this strategy. Ultimately, pharmaceutical cocrystals represent a critical convergence of materials science, regulatory law, and drug delivery, offering an innovative and effective route for accelerating patient access to affordable and improved medicines.

在制药行业,通过多晶型专利对药品独占性的战略延伸对仿制药竞争者及时进入市场构成了重大障碍。这篇综述描述了使用药物共晶作为一种复杂的策略来克服这些知识产权障碍。通过与药学上可接受的共原体形成多组分结晶固体,创造了活性药物成分(API)的新固体形式,其在结构和法律上与专利多晶型不同。这种方法提供了双重优势:它为仿制药开发提供了一个不侵权的途径,同时提供了一个增强原料药理化性质的机会。共晶的形成可以显著改善溶解度、溶解速率、稳定性和生物利用度,从而创造具有优越性能的增值通用产品。本文探讨了Hatch-Waxman法案、ANDA等监管途径以及支撑共晶设计和合成的晶体工程科学原理之间的相互作用。通过对Daprodustat, Roxadustat和Vadadustat等api最近开发的共晶的案例研究,我们说明了该策略的实际应用和商业潜力。最终,药物共晶代表了材料科学、监管法律和药物输送的关键融合,为加速患者获得负担得起的改良药物提供了创新和有效的途径。
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引用次数: 0
Oleanolic acid in the fight against cancer: a multifaceted natural strategy for modern oncology. 齐墩果酸在抗癌中的作用:现代肿瘤学的多层面自然策略。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-09 DOI: 10.1007/s11030-025-11392-3
Prerana Chavan, Mahavir Narwade, Kavita R Gajbhiye

Cancer continues to be a major global cause of morbidity and mortality, and current conventional therapies including chemotherapy, radiotherapy, and targeted therapies are often limited by toxicity, resistance, and suboptimal efficacy. Natural compounds, particularly triterpenes such as oleanolic acid, have emerged as promising alternatives or adjuncts in oncology due to their multifaceted pharmacological profiles. OA, a pentacyclic triterpenoid ubiquitously distributed in both medicinal and edible plants, is characterized by its well-defined biosynthetic pathway, distinct chemical composition, and favorable physical properties. Extensive preclinical studies have demonstrated that OA and its synthetic derivatives exert potent anticancer effects through diverse approaches, comprising the modulation of apoptosis, autophagy, cell cycle regulation, and immune response pathways. OA ability to inhibit tumor growth, reduce tumor weight, and enhance the efficacy of standard chemotherapeutics has been validated in various cancer models, although its impact may vary across tumor types. Despite its therapeutic promise, limitations such as low water solubility and restricted bioavailability impede its advancement to clinical applications. Recent advances in drug delivery systems and the synthesis of OA derivatives aim to overcome these barriers. This review offers a comprehensive overview of OA biosynthesis, chemical and pharmacological properties, mechanisms of anticancer action, and its potential in the management and treatment of diverse malignancies. The review also discusses current challenges and outlines future research directions to facilitate the integration of OA into modern oncological practice.

癌症仍然是全球发病率和死亡率的主要原因,目前的常规治疗包括化疗、放疗和靶向治疗往往受到毒性、耐药性和次优疗效的限制。天然化合物,特别是三萜,如齐墩果酸,由于其多方面的药理特征,已成为肿瘤学中有希望的替代品或辅助药物。OA是一种广泛分布于药用和食用植物中的五环三萜,具有明确的生物合成途径、独特的化学组成和良好的物理性质。广泛的临床前研究表明,OA及其合成衍生物通过多种途径发挥强大的抗癌作用,包括调节细胞凋亡、自噬、细胞周期调节和免疫反应途径。OA抑制肿瘤生长、减轻肿瘤重量和提高标准化疗药物疗效的能力已在各种癌症模型中得到验证,尽管其影响可能因肿瘤类型而异。尽管其具有治疗前景,但低水溶性和生物利用度等限制阻碍了其临床应用的进展。药物输送系统和OA衍生物合成的最新进展旨在克服这些障碍。本文综述了OA的生物合成、化学和药理学特性、抗癌作用机制及其在多种恶性肿瘤的治疗和管理中的潜力。本文还讨论了当前的挑战,并概述了未来的研究方向,以促进OA融入现代肿瘤学实践。
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引用次数: 0
Exploration of new azole derivatives containing ethanolamine moiety as anti-UC agents by inhibiting NF-κB/MAPK pathways. 通过抑制NF-κB/MAPK通路,探索含有乙醇胺部分的新型唑类抗uc药物。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-06 DOI: 10.1007/s11030-025-11386-1
Ming-Qian Ju, Zheng-Xiao Huang, Qing-Yan Mo, Shuai Liu, Dong-Xue Wang, Yan-Ping Li, Chun-Ping Wan, Ze-Wei Mao

Ulcerative Colitis (UC) is a recurrent inflammatory bowel disease with a long and difficult treatment cycle. In this work, a series of new azole derivatives containing ethanolamine moiety have been prepared, and their anti-inflammatory activities were tested. The results indicated that ethanolamine moiety was beneficial for increasing the anti-inflammatory activity of azole derivatives, and most of them showed good inhibition of NO generation. In vivo experiments have shown that 7f could reduce the levels of TNF-α and IL-1β cytokines, significantly inhibit the phosphorylation level of p65 NF-κB, and down-regulate the phosphorylation of ERK and JNK on DSS-induced UC model. Therefore, these azole derivatives may be considered as new anti-UC agents by inhibiting NF-κB/MAPK signaling pathways.

溃疡性结肠炎(UC)是一种复发性炎症性肠病,治疗周期长且困难。本文制备了一系列新的含乙醇胺部分的唑类衍生物,并对其抗炎活性进行了测试。结果表明,乙醇胺部分有利于提高唑类衍生物的抗炎活性,且多数对NO的生成具有良好的抑制作用。体内实验表明,7f可降低dss诱导UC模型中TNF-α和IL-1β细胞因子水平,显著抑制p65 NF-κB磷酸化水平,下调ERK和JNK磷酸化水平。因此,这些唑类衍生物可能通过抑制NF-κB/MAPK信号通路而被认为是新的抗uc药物。
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引用次数: 0
Rhodanine-Sulfonate hybrids targeting aldose reductase: Synthesis, in vitro inhibition, molecular docking, and cytotoxicity studies. 靶向醛糖还原酶的罗丹宁-磺酸杂交种:合成、体外抑制、分子对接和细胞毒性研究。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-06 DOI: 10.1007/s11030-025-11387-0
Erbay Kalay, Yeliz Demir, Cüneyt Türkeş, Osman Nuri Aslan, Esra Pezik, Engin Şahin

Aldose reductase (ALR2), a key enzyme in the polyol pathway, plays a significant role in the onset and progression of diabetic complications, rendering it a critical pharmacological target. In this study, a novel series of twenty-four sulfonate ester-functionalized rhodanine derivatives (compounds 1-24) were rationally designed, synthesized via Knoevenagel condensation, and comprehensively evaluated for their inhibitory activity against ALR2. Spectroscopic and spectrometric methods confirmed the structural integrity of the synthesized compounds. In vitro enzyme inhibition assays revealed that all compounds acted as competitive inhibitors, with several analogues, particularly compounds 6 and 8, exhibiting stronger ALR2 inhibition (Ki = 0.43 µM and 0.48 µM, respectively) than the reference drug epalrestat (Ki = 0.98 µM). Structure-activity relationship (SAR) analysis highlighted the critical influence of para-substituted electron-donating (e.g., methyl) and electron-withdrawing (e.g., nitro, halogen) groups on binding potency. Molecular docking of the most potent inhibitor (compound 6) demonstrated a stable binding pose supported by key interactions, including hydrogen bonding with His110 and π-π stacking with Phe122. In silico ADME profiling confirmed favorable drug-likeness properties for all derivatives. Cytotoxicity studies on L929, A549, and RG-2 cell lines revealed that most compounds were less toxic than the reference drug at lower concentrations, with compound 8 showing a promising cytotoxic profile. These findings position rhodanine-sulfonate hybrids as promising scaffolds for the development of next-generation ALR2 inhibitors for the treatment of diabetic complications.

醛糖还原酶(ALR2)是多元醇通路的关键酶,在糖尿病并发症的发生和发展中起着重要作用,是重要的药理靶点。本研究合理设计了24个磺酸酯功能化罗丹宁衍生物(化合物1-24),通过Knoevenagel缩合合成,并综合评价了它们对ALR2的抑制活性。光谱学和光谱学方法证实了合成化合物的结构完整性。体外酶抑制实验显示,所有化合物都是竞争性抑制剂,其中一些类似物,特别是化合物6和8,比参比药物依帕司他(Ki = 0.98µM)表现出更强的ALR2抑制作用(Ki分别为0.43µM和0.48µM)。构效关系(SAR)分析强调了对取代的给电子(如甲基)和吸电子(如硝基、卤素)基团对结合效能的关键影响。最有效的抑制剂(化合物6)的分子对接显示出一个稳定的结合姿态,支持关键相互作用,包括与His110的氢键和与Phe122的π-π堆叠。在硅ADME分析证实有利的药物相似性质的所有衍生物。对L929、A549和RG-2细胞系的细胞毒性研究表明,在较低浓度下,大多数化合物的毒性低于对照药物,其中化合物8显示出有希望的细胞毒性。这些发现表明罗丹宁-磺酸盐杂交体是开发下一代ALR2抑制剂治疗糖尿病并发症的有希望的支架。
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引用次数: 0
Discovery of potent DprE1-targeted antitubercular agents: synthesis and evaluation of PBTZ169/TBA7371-based derivatives. 有效的dpre1靶向抗结核药物的发现:PBTZ169/ tba7371衍生物的合成和评价。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-05 DOI: 10.1007/s11030-025-11382-5
Gunjal Amol Pandurang, S Anil Kumar, Amrita Thakur, Arun Bapurao Ingle, Milendra Turkar, Nitin Sonawane, Aniket Nandi, Kalicharan Sharma

Decaprenylphosphoryl-β-D-ribose 2'-epimerase (DprE1) has emerged as one of the most promising and validated drug targets for tuberculosis (TB), owing to its essential role in the biosynthesis of arabinogalactan, a crucial component of the Mycobacterium tuberculosis (Mtb) cell wall. In the present study, a series of sixteen novel derivatives (9a-9p) were synthesized based on the structural scaffolds of the clinical trial drugs PBTZ169 and TBA7371. The synthesized compounds were characterized by NMR and LC-MS techniques. All compounds were evaluated for their antitubercular activity against the Mtb H37Rv strain. Among them, five compounds exhibited minimum inhibitory concentrations (MICs) below 25 µg/mL, with compound 9m showing the most potent activity (MIC = 3.125 µg/mL). Molecular docking studies revealed that compound 9m  interacts with key catalytic residues His132 and Asn385 within the DprE1 binding site, and similar conformation was found upon superimposition with the standard ligand (36C). ADMET analysis demonstrated favorable pharmacokinetic and safety profiles for all synthesized derivatives. Furthermore, molecular dynamics (MD) simulations confirmed the high stability of the 9m -DprE1 complex compared to the standard reference compound. These findings suggest that compound 9m  could lead to the development of novel antitubercular agents.

Decaprenylphosphoryl-β-D-ribose 2'- epimase (DprE1)已成为结核病(TB)最有希望和最有效的药物靶点之一,因为它在阿拉伯半乳聚糖(结核分枝杆菌(Mtb)细胞壁的关键成分)的生物合成中起重要作用。本研究以临床试验药物PBTZ169和TBA7371为结构支架,合成了一系列16个新型衍生物(9a-9p)。合成的化合物通过NMR和LC-MS进行了表征。所有化合物对Mtb H37Rv株的抗结核活性进行了评价。其中,5个化合物的最低抑菌浓度(MIC)低于25µg/mL,其中化合物9m的抑菌活性最强(MIC = 3.125µg/mL)。分子对接研究表明,化合物9m与DprE1结合位点内的关键催化残基His132和Asn385相互作用,与标准配体叠加时发现类似的构象(36C)。ADMET分析表明,所有合成的衍生物都具有良好的药代动力学和安全性。此外,分子动力学(MD)模拟证实了与标准参比化合物相比,9m -DprE1配合物具有较高的稳定性。这些发现提示化合物9m可能导致新型抗结核药物的开发。
{"title":"Discovery of potent DprE1-targeted antitubercular agents: synthesis and evaluation of PBTZ169/TBA7371-based derivatives.","authors":"Gunjal Amol Pandurang, S Anil Kumar, Amrita Thakur, Arun Bapurao Ingle, Milendra Turkar, Nitin Sonawane, Aniket Nandi, Kalicharan Sharma","doi":"10.1007/s11030-025-11382-5","DOIUrl":"https://doi.org/10.1007/s11030-025-11382-5","url":null,"abstract":"<p><p>Decaprenylphosphoryl-β-D-ribose 2'-epimerase (DprE1) has emerged as one of the most promising and validated drug targets for tuberculosis (TB), owing to its essential role in the biosynthesis of arabinogalactan, a crucial component of the Mycobacterium tuberculosis (Mtb) cell wall. In the present study, a series of sixteen novel derivatives (9a-9p) were synthesized based on the structural scaffolds of the clinical trial drugs PBTZ169 and TBA7371. The synthesized compounds were characterized by NMR and LC-MS techniques. All compounds were evaluated for their antitubercular activity against the Mtb H<sub>37</sub>Rv strain. Among them, five compounds exhibited minimum inhibitory concentrations (MICs) below 25 µg/mL, with compound 9m showing the most potent activity (MIC = 3.125 µg/mL). Molecular docking studies revealed that compound 9m  interacts with key catalytic residues His132 and Asn385 within the DprE1 binding site, and similar conformation was found upon superimposition with the standard ligand (36C). ADMET analysis demonstrated favorable pharmacokinetic and safety profiles for all synthesized derivatives. Furthermore, molecular dynamics (MD) simulations confirmed the high stability of the 9m -DprE1 complex compared to the standard reference compound. These findings suggest that compound 9m  could lead to the development of novel antitubercular agents.</p>","PeriodicalId":708,"journal":{"name":"Molecular Diversity","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2025-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145443776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Production of benzylic-alkylated arenes: a bis(N-heterocyclic carbene) manganese(I)-catalyzed alkylation strategy using alcohols. 苯烷基化芳烃的生产:用醇催化双(n -杂环碳)锰(I)的烷基化策略。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-01 DOI: 10.1007/s11030-025-11385-2
Zhi Luo, Shuangkun Zhang, Enqi Bai, Kasha Cai

A bis(NHC) manganese-catalyzed protocol for facile benzylic alkylation of a diverse range of arenes has been successfully developed. This innovative method enables the efficient synthesis of various alkylated arenes, including formal sp2 C3-mono-alkylated indenes, sp3 C1, sp2 C3-di-alkylated indenes and other sp3 C-H alkylated arenes, all derived from commonly accessible primary and secondary alcohols. Central to this alkylation reaction is the bis(NHC) manganese catalyst, which plays a pivotal role in facilitating the transformation of simple alcohols into complex and valuable organic compounds.

成功地开发了一种双(NHC)锰催化多种芳烃的易苯烷基化反应方案。这种创新的方法能够高效合成各种烷基化芳烃,包括正规的sp2 c3 -单烷基化索引,sp3 C1, sp2 c3 -二烷基化索引和其他sp3 C-H烷基化芳烃,所有这些都来源于常见的伯醇和仲醇。烷基化反应的核心是双(NHC)锰催化剂,它在促进简单醇转化为复杂和有价值的有机化合物方面起着关键作用。
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引用次数: 0
Synthesis and antitumor evaluation of oleanolic acid acylhydrazone derivatives. 齐墩果酸酰腙衍生物的合成及抗肿瘤评价。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-11-01 DOI: 10.1007/s11030-025-11389-y
Juan Cai, Bo-Wen Pan, Liang-Liang Zheng, You-Ping Tian, Zhang-Chao Dong, Li-Juan Liu, Ting-Ting Feng, Ying Zhou, Xiong-Wei Liu, Yang Shi

Cancer is the second leading cause of death worldwide, highlighting the urgent need for novel therapeutic strategies and targeted drug development. Oleanolic acid (OA) is a natural compound with notable antitumor activity. This study aimed to develop OA derivatives with enhanced antitumor potency through structural optimization and biological evaluation. First, modifications were introduced at the C28 carboxylic acid group of OA to generate a series of acylhydrazone derivatives. Their structures were confirmed via ¹H NMR, 13C NMR, HRMS, and X-ray single-crystal diffraction. Subsequently, the cytotoxic effects of these derivatives were assessed in tumor cell lines (A549, AGS, and K562) using the CCK-8 assay, with cisplatin as a positive control. Notably, compounds 5, 6, 9, 10, 16, 21, 27, and 28 showed stronger inhibitory activity than cisplatin. Among them, compound 28 exhibited the highest potency against A549 (IC50 = 8.34 ± 0.65 µM) and K562 cells (IC50 = 6.25 ± 0.57 µM), while derivative 16 showed the best efficacy against AGS cells (IC50 = 7.93 ± 0.81 µM). Finally, network pharmacology analysis was performed to identify the core signaling pathways and targets of compound 16 in AGS cells and compound 28 in A549 and K562 cells. Six key proteins (SRC, PLCG1, EGFR, GRB2, IL1B, and HSP90AB1) with high degree values (> 10) were identified. Molecular docking further confirmed strong binding interactions-mainly hydrogen bonds, π-π stacking, and other forces-between the active compounds and their targets. Collectively, this study offers valuable insights into the development of OA-based antitumor agents and highlights promising lead compounds for further investigation.

癌症是全球第二大死亡原因,突出了对新的治疗策略和靶向药物开发的迫切需要。齐墩果酸(OA)是一种具有显著抗肿瘤活性的天然化合物。本研究旨在通过结构优化和生物学评价,开发具有较强抗肿瘤活性的OA衍生物。首先,对OA的C28羧基进行修饰,生成一系列酰基腙衍生物。通过氢核磁共振、13C核磁共振、HRMS和x射线单晶衍射证实了它们的结构。随后,在肿瘤细胞系(A549, AGS和K562)中,使用CCK-8试验评估了这些衍生物的细胞毒性作用,顺铂为阳性对照。值得注意的是,化合物5、6、9、10、16、21、27和28表现出比顺铂更强的抑制活性。其中化合物28对A549细胞(IC50 = 8.34±0.65µM)和K562细胞(IC50 = 6.25±0.57µM)的抑制作用最强,衍生物16对AGS细胞(IC50 = 7.93±0.81µM)的抑制作用最强。最后进行网络药理学分析,确定化合物16在AGS细胞中的核心信号通路和化合物28在A549和K562细胞中的核心信号通路和靶点。6个关键蛋白(SRC, PLCG1, EGFR, GRB2, IL1B和HSP90AB1)具有高度值(> 10)。分子对接进一步证实了活性化合物与其靶标之间的强结合相互作用——主要是氢键、π-π堆叠和其他作用力。总的来说,这项研究为基于oa的抗肿瘤药物的开发提供了有价值的见解,并突出了有希望进一步研究的先导化合物。
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引用次数: 0
Deep learning-driven QSAR and micro-scale MD simulation-guided strategy reveals non-toxic human HGFR inhibitors. 深度学习驱动的QSAR和微尺度MD模拟引导策略揭示了无毒的人类HGFR抑制剂。
IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED Pub Date : 2025-10-30 DOI: 10.1007/s11030-025-11380-7
Muhammad Waleed Iqbal, Muhammad Ali Raza, Xinxiao Sun, Xiaolin Shen, Qipeng Yuan

Hepatocyte Growth Factor Receptor (HGFR) overexpression plays a critical role in ovarian cancer progression by promoting cell proliferation, survival, and metastasis. Despite the therapeutic potential of existing HGFR inhibitors, such as crizotinib, concerns regarding low potency and high toxicity require safer alternatives. This study establishes an integrative in silico framework combining deep learning-based bioactivity prediction, structure-based drug repurposing, and toxicity profiling via Directed Message Passing Neural Network (D-MPNN). A rigorously filtered dataset of HGFR-targeting bioactives was used to train an artificial neural network (ANN), which was subsequently applied to evaluate the bioactivity of 1,040 FDA-approved drugs. Highly potent candidates underwent molecular docking, identifying venetoclax (S-score: -8.78, RMSD: 1.32), LSM-5313 (S-score: -8.50, RMSD: 1.89), and cefoperazone (S-score: -8.24, RMSD: 1.82) as the lead compounds. Micro-scale molecular dynamics simulations (2 µs) and post-trajectory analyses including RMSD, RMSF, Rg, hydrogen bonding, PCA, FEL, DCCM, and MMGBSA confirmed their stable and favorable binding at the HGFR active site. Finally, the D-MPNN-driven toxicity assessment revealed no significant toxic liabilities in the proposed compounds. Overall, this multi-tiered computational approach offers reliable, mechanistically supported candidates for HGFR inhibition. The identified FDA-approved drugs represent promising, non-toxic therapeutic options for ovarian cancer, encouraging further preclinical and clinical investigation.

肝细胞生长因子受体(HGFR)过表达通过促进细胞增殖、存活和转移在卵巢癌进展中起关键作用。尽管现有的HGFR抑制剂(如克里唑替尼)具有治疗潜力,但对低效力和高毒性的担忧需要更安全的替代品。本研究通过定向消息传递神经网络(D-MPNN)建立了一个集成的硅框架,结合了基于深度学习的生物活性预测、基于结构的药物再利用和毒性分析。经过严格过滤的hgfr靶向生物活性数据集用于训练人工神经网络(ANN),随后用于评估1,040种fda批准的药物的生物活性。高效候选药物进行分子对接,鉴定出venetoclax (S-score: -8.78, RMSD: 1.32)、LSM-5313 (S-score: -8.50, RMSD: 1.89)和cefoperazone (S-score: -8.24, RMSD: 1.82)为先导化合物。微尺度分子动力学模拟(2µs)和轨迹后分析(包括RMSD、RMSF、Rg、氢键、PCA、FEL、DCCM和MMGBSA)证实了它们在HGFR活性位点的稳定和良好结合。最后,d - mpnn驱动的毒性评估显示,所提出的化合物没有明显的毒性责任。总的来说,这种多层计算方法提供了可靠的、机制支持的HGFR抑制候选药物。fda批准的药物代表了卵巢癌有希望的、无毒的治疗选择,鼓励进一步的临床前和临床研究。
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引用次数: 0
期刊
Molecular Diversity
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