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Recent advances from computer-aided drug design to artificial intelligence drug design. 从计算机辅助药物设计到人工智能药物设计的最新进展。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1039/d4md00522h
Keran Wang, Yanwen Huang, Yan Wang, Qidong You, Lei Wang

Computer-aided drug design (CADD), a cornerstone of modern drug discovery, can predict how a molecular structure relates to its activity and interacts with its target using structure-based and ligand-based methods. Fueled by ever-increasing data availability and continuous model optimization, artificial intelligence drug design (AIDD), as an enhanced iteration of CADD, has thrived in the past decade. AIDD demonstrates unprecedented opportunities in protein folding, property prediction, and molecular generation. It can also facilitate target identification, high-throughput screening (HTS), and synthetic route prediction. With AIDD involved, the process of drug discovery is greatly accelerated. Notably, AIDD offers the potential to explore uncharted territories of chemical space beyond current knowledge. In this perspective, we began by briefly outlining the main workflows and components of CADD. Then through showcasing exemplary cases driven by AIDD in recent years, we describe the evolving role of artificial intelligence (AI) in drug discovery from three distinct stages, that is, chemical library screening, linker generation, and de novo molecular generation. In this process, we attempted to draw comparisons between the features of CADD and AIDD.

计算机辅助药物设计(CADD)是现代药物发现的基石,它可以利用基于结构和配体的方法预测分子结构与其活性的关系以及与靶标的相互作用。在数据可用性不断提高和模型持续优化的推动下,人工智能药物设计(AIDD)作为 CADD 的增强迭代,在过去十年中得到了蓬勃发展。人工智能药物设计在蛋白质折叠、性质预测和分子生成方面展示了前所未有的机遇。它还能促进靶点识别、高通量筛选(HTS)和合成路线预测。有了 AIDD 的参与,药物发现的过程将大大加快。值得注意的是,AIDD 为探索现有知识之外的未知化学领域提供了可能。从这个角度出发,我们首先简要概述了 CADD 的主要工作流程和组成部分。然后,通过展示近年来由 AIDD 驱动的典范案例,我们从化学文库筛选、链接物生成和全新分子生成这三个不同阶段描述了人工智能(AI)在药物发现中不断发展的作用。在这一过程中,我们试图对 CADD 和 AIDD 的特点进行比较。
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引用次数: 0
Natural product-inspired [3 + 2] cycloaddition-based spirooxindoles as dual anticancer agents: synthesis, characterization, and biological evaluation by in vitro and in silico methods. 受天然产物启发的基于 [3 + 2] 环加成的螺氧化吲哚作为双重抗癌剂:通过体外和硅学方法进行合成、表征和生物学评价。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1039/d4md00634h
Narayanasamy Nivetha, Jevid Don Hamid, Akshaya Simha N, Devanand Devegowda, Ramith Ramu, Sivan Velmathi

Breast and colorectal cancers are the most common tumors, with high recurrence and low survival rates. We designed and synthesized a series of spirooxindole pyrrolidinyl derivatives, which were further evaluated for anti-proliferative activity using MDA-MB-468 and HCT 15 cell lines. The best inhibitor of this class, compound 6f, showed a very good inhibition potency, both on the MDA-MB-468 and HCT 15 cells as confirmed by molecular docking and molecular dynamic studies that predicted its binding mode into the active site of the targets. In summary, this study provided a new anti-proliferative derivative 6f which is worthy of further research.

乳腺癌和结直肠癌是最常见的肿瘤,复发率高,存活率低。我们设计并合成了一系列螺吲哚吡咯烷基衍生物,并使用 MDA-MB-468 和 HCT 15 细胞系进一步评估了这些衍生物的抗增殖活性。该类化合物中的最佳抑制剂化合物 6f 对 MDA-MB-468 和 HCT 15 细胞都表现出了很好的抑制效力,分子对接和分子动力学研究证实了这一点,并预测了其与靶标活性位点的结合模式。总之,本研究提供了一种新的抗增殖衍生物 6f,值得进一步研究。
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引用次数: 0
Therapeutic upregulation of DNA repair pathways: strategies and small molecule activators. DNA 修复途径的治疗性上调:策略和小分子激活剂。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1039/d4md00673a
Juhyung Song, Cheoljun Park, Francis E B Cabanting, Yong Woong Jun

DNA repair activity diminishes with age and genetic mutations, leading to a significantly increased risk of cancer and other diseases. Upregulating the DNA repair system has emerged as a potential strategy to mitigate disease susceptibility while minimizing cytotoxic side effects. However, enhancing DNA repair activity presents significant challenges due to the inherent inefficiency in activator screening processes. Additionally, pinpointing a critical target that can effectively upregulate overall repair processes is complicated as the available information is somewhat sporadic. In this review, we discuss potential therapeutic targets for upregulating DNA repair pathways, along with the chemical structures and properties of reported small-molecule activators. We also elaborate on the diverse mechanisms by which these targets modulate repair activity, highlighting the critical need for a comprehensive understanding to guide the development of more effective therapeutic strategies.

DNA 修复活性会随着年龄的增长和基因突变而减弱,从而导致癌症和其他疾病的风险大大增加。上调 DNA 修复系统已成为一种潜在的策略,既能减轻疾病易感性,又能最大限度地减少细胞毒副作用。然而,由于激活剂筛选过程固有的低效率,提高 DNA 修复活性面临着巨大挑战。此外,由于现有信息较为零散,要准确找到一个能有效上调整体修复过程的关键靶点非常复杂。在这篇综述中,我们讨论了上调 DNA 修复途径的潜在治疗靶点,以及已报道的小分子激活剂的化学结构和性质。我们还详细阐述了这些靶点调节修复活性的各种机制,强调了全面了解这些机制以指导开发更有效治疗策略的迫切需要。
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引用次数: 0
Design, synthesis and mechanistic insights into triclosan derived dimers as potential anti-plasmodials. 三氯生衍生二聚体作为潜在抗疟药物的设计、合成和机理研究。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-11 DOI: 10.1039/d4md00494a
Shekhar, Shefali Chowdhary, Joel Mosnier, Isabelle Fonta, Bruno Pradines, Vipan Kumar

In pursuit of novel anti-plasmodial agents, a library of triclosan-based dimers both with and without a 1H-1,2,3 triazole core were designed and synthesized in order to achieve a multitargeted approach. In vitro assessment against chloroquine-susceptible (3D7) and resistant (W2) P. falciparum strains identified that two of the synthesized dimers containing triazole were the most potent in the series. The most potent of the synthesized compounds exhibited IC50 values of 9.27 and 12.09 μM against the CQ-resistant (W2) and CQ-susceptible (3D7) strains of P. falciparum, with an RI of 0.77, suggesting little or no cross-resistance with CQ. Heme binding and molecular modelling studies revealed the most promising scaffold as a dual inhibitor for hemozoin formation and a P. falciparum chloroquine resistance transporter (PfCRT), respectively. In silico studies of the most potent compound revealed that it shows better binding affinity with PfACP and PfCRT compared to TCS. To the best of our knowledge, this is the first report of triclosan-based compounds demonstrating promising heme-inhibition behaviour, with binding values comparable to those of chloroquine (CQ).

为了寻找新型抗疟药物,我们设计并合成了一个含有或不含 1H-1,2,3 三唑核心的三氯生基二聚体库,以实现多靶点方法。针对氯喹易感(3D7)和耐药(W2)恶性疟原虫菌株的体外评估发现,合成的含三唑的二聚体中有两种是该系列中药效最强的。对 CQ 抗性(W2)和 CQ 敏感性(3D7)恶性疟原虫菌株的 IC50 值分别为 9.27 和 12.09 μM,RI 值为 0.77,表明与 CQ 几乎没有交叉抗药性。血红素结合和分子建模研究显示,最有希望的支架分别是血色素形成和恶性疟原虫氯喹抗性转运体(PfCRT)的双重抑制剂。对最有效化合物的硅学研究表明,与 TCS 相比,它与 PfACP 和 PfCRT 的结合亲和力更好。据我们所知,这是首次报道基于三氯生的化合物具有良好的血红素抑制作用,其结合值与氯喹(CQ)相当。
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引用次数: 0
A decade of pyridine-containing heterocycles in US FDA approved drugs: a medicinal chemistry-based analysis. 美国 FDA 批准药物中含吡啶杂环的十年:基于药物化学的分析。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-10 DOI: 10.1039/d4md00632a
Ashish Ranjan Dwivedi, Shivani Jaiswal, Deepak Kukkar, Roshan Kumar, Thakur Gurjeet Singh, Mahendra Pratap Singh, Abhay M Gaidhane, Sorabh Lakhanpal, K Nagendra Prasad, Bhupinder Kumar

Heterocyclic scaffolds, particularly, pyridine-containing azaheterocycles, constitute a major part of the drugs approved in the past decade. In the present review, we explored the pyridine ring part of US FDA-approved small molecules (2014-2023). The analysis of the approved drugs bearing a pyridine ring revealed that a total of 54 drugs were approved. Among them, the significant number comprised the anticancer category (18 drugs, 33%), followed by drugs affecting the CNS system (11 drugs, 20%), which include drugs to treat migraines, Parkinsonism disorders, chemotherapeutic-induced nausea, insomnia, and ADHD or as CNS-acting analgesics or sedatives. Next, six drugs (11%) were also approved to treat rare conditions, followed by five drugs that affect the hematopoietic system. The analysis also revealed that drug approval was granted for antibiotics, antivirals, and antifungals, including drugs for the treatment of tropical and sub-tropical diseases. Primary drug targets explored were kinases, and the major metabolizing enzyme was CYP3A4. Further analysis of formulation types revealed that 50% of the approved drugs were tablets, followed by 17% capsules and 15% injections. Elemental analysis showed that most approved drugs contained sulfur, while fluorine was noted in 32 compounds. Therefore, the present review is a concerted effort to cover drugs bearing pyridine rings approved in the last decade and provide thorough discussion and commentary on their pharmacokinetics and pharmacodynamics aspects. Furthermore, in-depth structural and elemental analyses were explored, thus providing comprehensive guidance for medicinal chemists and scientists working in allied science domains.

杂环支架,尤其是含吡啶的杂杂环,构成了过去十年获批药物的主要部分。在本综述中,我们探讨了美国 FDA 批准的小分子药物中的吡啶环部分(2014-2023 年)。通过分析已批准的带有吡啶环的药物,我们发现共有 54 种药物获得批准。其中,抗癌类药物数量最多(18 种,占 33%),其次是影响中枢神经系统的药物(11 种,占 20%),包括治疗偏头痛、帕金森氏症、化疗引起的恶心、失眠和多动症的药物,或作为中枢神经系统作用的镇痛剂或镇静剂。其次,还有六种药物(11%)被批准用于治疗罕见病症,然后是五种影响造血系统的药物。分析还显示,抗生素、抗病毒药和抗真菌药,包括治疗热带和亚热带疾病的药物也获得了批准。主要的药物靶点是激酶,主要的代谢酶是 CYP3A4。对制剂类型的进一步分析表明,50%的获批药物为片剂,其次是 17%的胶囊剂和 15%的注射剂。元素分析表明,大多数获批药物含有硫元素,32 种化合物含有氟元素。因此,本综述对过去十年中获批的含吡啶环的药物进行了深入探讨,并对其药代动力学和药效学方面进行了评述。此外,还探讨了深入的结构和元素分析,从而为药物化学家和在相关科学领域工作的科学家提供全面的指导。
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引用次数: 0
Introduction to the themed collection on ‘AI in Medicinal Chemistry’ 药物化学中的人工智能 "主题文集简介
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-09 DOI: 10.1039/D4MD90035A
Jian Zhang, Ola Engkvist and Gerhard Hessler

A graphical abstract is available for this content

本内容有图解摘要
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引用次数: 0
Azo derivatives of monoterpenes as anti-Helicobacter pylori agents: from synthesis to structure-based target investigation. 单萜的偶氮衍生物作为抗幽门螺旋杆菌药物:从合成到基于结构的目标研究。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-09 DOI: 10.1039/d4md00511b
Francesco Melfi, Marialuigia Fantacuzzi, Simone Carradori, Ilaria D'Agostino, Alessandra Ammazzalorso, Noemi Mencarelli, Marialucia Gallorini, Mattia Spano, Paolo Guglielmi, Mariangela Agamennone, Sazan Haji Ali, Ali Al-Samydai, Francesca Sisto

Helicobacter pylori (Hp) infection affects nearly half of the global population. Current therapeutic options include the administration of a combination of antibiotics and proton pump inhibitors, although antimicrobial resistance rise remains a big concern. Phenolic monoterpenes, e.g., eugenol, vanillin, carvacrol, and thymol, have always attracted researchers for their multifaced biological activities and the possibility to be easily derivatized. Thereby, herein we present the functionalization of such compounds through the conventional aryl diazotization reaction, generating a series of mono- and bis-azo derivatives (1-28). Also, to continue previous studies, we investigated the role of the free phenolic moiety of thymol with eight compounds (29-36). The compounds were tested against four Hp strains including three clinical isolates, finding some potent and selective inhibitors of bacterial growth. Thus, the representative compounds underwent in vitro cytotoxicity evaluation on two normal cell lines and putative target investigation by performing a structure-based approach based on docking calculations on some of the most studied pharmacological targets for Hp, e.g., urease, β-hydroxyacyl-acyl carrier protein dehydratase, glucose 6-phosphate dehydrogenase, and inosine 5'-monophosphate dehydrogenase.

幽门螺杆菌(Hp)感染影响着全球近一半的人口。目前的治疗方法包括联合使用抗生素和质子泵抑制剂,但抗菌药耐药性的上升仍然是一个令人担忧的问题。酚类单萜(如丁香酚、香兰素、香芹酚和百里酚)因其多方面的生物活性和易于衍生而一直吸引着研究人员。因此,我们在本文中介绍了通过传统芳基重氮化反应对此类化合物进行官能化的方法,生成了一系列单偶氮和双偶氮衍生物 (1-28)。此外,为了延续之前的研究,我们用八种化合物(29-36)研究了百里酚游离酚基的作用。这些化合物针对四种 Hp 菌株(包括三种临床分离菌株)进行了测试,发现了一些强效且具有选择性的细菌生长抑制剂。因此,这些代表性化合物对两种正常细胞系进行了体外细胞毒性评估,并通过基于结构的方法对一些研究最多的 Hp 药理学靶标(如脲酶、β-羟基乙酰基载体蛋白脱水酶、6-磷酸葡萄糖脱氢酶和 5'-monophosphate 肌苷脱氢酶)进行了对接计算,从而对推定靶标进行了研究。
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引用次数: 0
Continuous flow synthesis of N,N-dimethyltryptamine (DMT) analogues with therapeutic potential. 具有治疗潜力的 N,N-二甲基色胺 (DMT) 类似物的连续流合成。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-07 DOI: 10.1039/d4md00562g
Andreas Simoens, Andreas Dejaegere, Marthe Vandevelde, Christian V Stevens

Herein, we describe the continuous flow synthesis and in-line extraction of N,N-dimethyltryptamine (DMT) and several of its analogues using a Fischer indole reaction, along with a larger gram scale synthesis (4.75 g) of the model compound. These products could then be quickly transformed into their respective fumarate salts, making them easier to handle and stable for long time storage using a straightforward batch procedure. Additionally, the commercially available drug rizatriptan benzoate could be synthesised with high purity using this setup. The presented method employs relatively green solvents both for the synthesis and purification of the target products.

在此,我们介绍了利用费舍尔吲哚反应连续流合成和在线萃取 N,N-二甲基色胺(DMT)及其几种类似物的方法,以及更大克级(4.75 克)的模型化合物合成方法。这些产品随后可迅速转化为各自的富马酸盐,从而使其更易于处理,并可通过简单的批处理程序长期稳定地储存。此外,利用该装置还可以合成高纯度的市售药物苯甲酸利扎曲普坦。所介绍的方法在合成和纯化目标产品时都使用了相对绿色的溶剂。
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引用次数: 0
Novel benzenesulfonamides containing a dual triazole moiety with selective carbonic anhydrase inhibition and anticancer activity. 具有选择性碳酸酐酶抑制和抗癌活性的含有双重三唑分子的新型苯磺酰胺类化合物。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-04 DOI: 10.1039/d4md00617h
Aida Buza, Cüneyt Türkeş, Mustafa Arslan, Yeliz Demir, Busra Dincer, Arleta Rifati Nixha, Şükrü Beydemir

A series of sulfonamides incorporating a 1,2,3-triazolyloxime substituted 1,2,3-triazolyl moiety were conceptualized and synthesized as human carbonic anhydrase (hCA) inhibitors. The synthesized small structures, denoted 7a through 7o, exhibited moderate inhibitory effects against the tumor-associated isoforms hCA IX and hCA XII compared to the well-known hCA inhibitor acetazolamide. In contrast, these molecules demonstrated higher potency and a diverse range of selectivity against the cytosolic isoforms hCA I and hCA II. Notably, the 4-hydroxyphenyl derivative (compound 7dversus cytosolic isoforms), the 4-acetylphenyl derivative (compound 7o), and the phenyl derivative (compound 7a) emerged as the most potent and selective inhibitors in this series, with inhibition constants (K I) of 47.1, 35.9, 170.0, and 149.9 nM, respectively, against hCA I, II, IX, and XII. Further cytotoxicity assays of compounds 7a-o against cancer cell lines Hep3B and A549, as well as normal cell line L929, were conducted to assess their selectivity towards malignant cells. Compounds 7d, 7g, and 7k exhibited selective cytotoxicity towards the Hep3B cell line, with reduced selectivity towards A549, whereas compound 7j demonstrated higher selectivity for the A549 cell line. Additionally, molecular docking studies were performed to elucidate the binding modes of these compounds within the active sites of hCAs, revealing crucial interactions that underpin their significant activity and selectivity for the tumor-specific isoforms.

我们构思并合成了一系列包含 1,2,3- 三唑肟取代的 1,2,3- 三唑基分子的磺酰胺类化合物,作为人类碳酸酐酶(hCA)抑制剂。与著名的 hCA 抑制剂乙酰唑胺相比,合成的小结构(7a 至 7o)对肿瘤相关异构体 hCA IX 和 hCA XII 具有中等程度的抑制作用。相反,这些分子对细胞质异构体 hCA I 和 hCA II 具有更高的效力和多种选择性。值得注意的是,4-羟基苯基衍生物(化合物 7d相对于细胞质异构体)、4-乙酰苯基衍生物(化合物 7o)和苯基衍生物(化合物 7a)成为该系列中最有效和最具选择性的抑制剂,它们对 hCA I、II、IX 和 XII 的抑制常数(K I)分别为 47.1、35.9、170.0 和 149.9 nM。为了评估化合物 7a-o 对恶性细胞的选择性,还进一步进行了化合物 7a-o 对癌细胞系 Hep3B 和 A549 以及正常细胞系 L929 的细胞毒性试验。化合物 7d、7g 和 7k 对 Hep3B 细胞系表现出选择性细胞毒性,对 A549 的选择性降低,而化合物 7j 对 A549 细胞系表现出更高的选择性。此外,还进行了分子对接研究,以阐明这些化合物在 hCA 活性位点内的结合模式,揭示了这些化合物对肿瘤特异性同工酶具有显著活性和选择性的关键相互作用。
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引用次数: 0
A novel, glutathione-activated prodrug of pimasertib loaded in liposomes for targeted cancer therapy. 用于癌症靶向治疗的新型谷胱甘肽活化原药皮马塞替(pimasertib)脂质体。
IF 4.1 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-03 DOI: 10.1039/d4md00517a
Arianna Amenta, Susanna Comi, Marcelo Kravicz, Silvia Sesana, Antonia Antoniou, Daniele Passarella, Pierfausto Seneci, Sara Pellegrino, Francesca Re

Pimasertib, a potent antiproliferative drug, has been extensively studied for treating cancers characterized by dysregulation in the ERK/MAPK signaling pathway, such as melanoma. However, its therapeutic efficacy would greatly benefit from an increased selectivity for tumour cells and a longer half-life. Such improvements may be achieved by combining the rational design of a prodrug with its encapsulation in a potential nanodelivery system. For this reason, we synthesized a glutathione (GSH)-responsive putative prodrug of pimasertib (PROPIMA), which contains a redox-sensitive disulphide linker that can be processed by GSH to activate pimasertib. The synthesis of PROPIMA and its in vitro biological activity on a human melanoma cell line as a model are described. The results showed that PROPIMA, either free or embedded in liposomes, selectively inhibits cell proliferation and cell viability, reducing by about 5-fold the levels of pERK. Additionally, PROPIMA shows stronger inhibition of the cancer cell migration than the parent drug.

皮马塞替(Pimasertib)是一种强效抗增殖药物,已被广泛用于治疗ERK/MAPK信号通路失调的癌症,如黑色素瘤。然而,如果能提高其对肿瘤细胞的选择性并延长其半衰期,其疗效将大为改观。通过合理设计原药并将其封装在一个潜在的纳米给药系统中,可以实现这种改善。为此,我们合成了一种谷胱甘肽(GSH)响应型pimasertib假定原药(PROPIMA),它包含一个氧化还原敏感的二硫键,可通过GSH处理激活pimasertib。本文介绍了 PROPIMA 的合成及其以人类黑色素瘤细胞系为模型的体外生物活性。结果表明,无论是游离还是嵌入脂质体,PROPIMA 都能选择性地抑制细胞增殖和细胞活力,使 pERK 水平降低约 5 倍。此外,与母药相比,PROPIMA 对癌细胞迁移的抑制作用更强。
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引用次数: 0
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