Enzyme inhibitors

酶抑制剂
  • 文章类型: Journal Article
    目前针对胃病原体幽门螺杆菌的疗法在超过20%的患者中无效。属于嘌呤补救途径的酶被认为是该病原体中的新型药物靶标。因此,本研究的主要目的是确定吡哆醛5'-磷酸(PLP)的抗菌活性,维生素B6的活性形式,针对幽门螺杆菌的参考和临床菌株。利用广泛的微生物,物理化学(紫外线吸收,LC-MS,X射线分析)和计算机模拟实验,我们能够证明PLP通过与GTP竞争抑制来自幽门螺杆菌的腺苷琥珀酸合成酶(AdSS)(IC50eq~30nM)。这种行为归因于具有赖氨酸残基的席夫碱的形成(与AdSS的GTP结合位点中的Lys322的共价键),并且通过维生素C的存在而增强。PLP的这种抗菌活性为其未来针对幽门螺杆菌的使用提供了希望。
    The current therapies against gastric pathogen Helicobacter pylori are ineffective in over 20% of patients. Enzymes belonging to the purine salvage pathway are considered as novel drug targets in this pathogen. Therefore, the main aim of the current study was to determine the antibacterial activity of pyridoxal 5\'-phosphate (PLP), an active form of vitamin B6, against reference and clinical strains of H. pylori. Using a broad set of microbiological, physicochemical (UV absorption, LC-MS, X-ray analysis) and in silico experiments, we were able to prove that PLP inhibits adenylosuccinate synthetase (AdSS) from H. pylori by the competition with GTP (IC50eq ∼30 nM). This behaviour was attributed to formation of a Schiff base with a lysine residue (a covalent bond with Lys322 in the GTP binding site of AdSS) and was potentiated by the presence of vitamin C. This antibacterial activity of PLP gives hope for its future use against H. pylori.
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  • 文章类型: Journal Article
    这项研究检查了16种选定的植物性食品对α-葡萄糖苷酶和胰脂肪酶的抑制作用及其抗氧化性能。其中,肉桂的树皮(肉桂,WLN-FM15)对α-葡萄糖苷酶的抑制活性最高,抗氧化活性最高。此外,WLN-FM15在其他测试中显示有希望的结果。为了进一步确定WLN-FM15的生物活性成分,通过结合基于GNPS的分子网络,使用了一种多生物活性标记的分子网络方法,DPPH-HPLC,和基于亲和力的超滤-HPLC。在WLN-FM15中,共有9种原花青素被鉴定为α-葡萄糖苷酶和胰脂肪酶的抗氧化剂和抑制剂。随后,分离了原花青素A1,A2,B1和C1,其功效通过功能分析得到证实。总之,WLN-FM15具有作为功能性食品成分的潜力,原花青素作为其生物活性成分。这些结果还表明,多生物活性标记的分子网络方法对于识别植物性食品中的生物活性成分是可靠的。
    This study examined the suppressive effects of 16 selected plant-based foods on α-glucosidase and pancreatic lipase and their antioxidant properties. Among these, the bark of Cinnamomum cassia (Cinnamon, WLN-FM 15) showed the highest inhibitory activity against α-glucosidase and the highest antioxidant activity. Additionally, WLN-FM 15 showed promising results in the other tests. To further identify the bioactive constituents of WLN-FM 15, a multi-bioactivity-labeled molecular networking approach was used through a combination of GNPS-based molecular networking, DPPH-HPLC, and affinity-based ultrafiltration-HPLC. A total of nine procyanidins were identified as antioxidants and inhibitors of α-glucosidase and pancreatic lipase in WLN-FM 15. Subsequently, procyanidins A1, A2, B1, and C1 were isolated, and their efficacy was confirmed through functional assays. In summary, WLN-FM 15 has the potential to serve as a functional food ingredient with the procyanidins as its bioactive constituents. These results also suggest that the multi-bioactivity-labeled molecular networking approach is reliable for identifying bioactive constituents in plant-based foods.
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  • 文章类型: Journal Article
    DNA聚合酶theta(Polθ)是一种DNA解旋酶-聚合酶蛋白,可促进DNA修复,并且对同源定向修复(HDR)因子具有合成致死性。因此,Pole是HDR缺陷癌症中一种有前途的精准肿瘤药物靶标。这里,我们使用cryo-EM表征了Polθ解旋酶(Polθ-hel)小分子抑制剂(AB25583)的结合和作用机制。AB25583对Pole-hel,选择性杀死BRCA1/2缺陷细胞,并在携带致病性BRCA1/2突变的癌细胞中与奥拉帕尼协同作用。Cryo-EM在3.0-3.2µ上主要发现二聚体Polθ-hel:AB25583复杂结构。这些结构揭示了解旋酶中央通道深处的结合袋,这强调了AB25583的高特异性和效力。低温EM结构与生化数据的结合表明,AB25583通过变构机制抑制了Polθ-hel解旋酶的ATPase活性。这些关于AB25583抑制的详细结构数据和见解为加速HDR缺陷型癌症中靶向Pole-hel的药物开发铺平了道路。
    DNA polymerase theta (Polθ) is a DNA helicase-polymerase protein that facilitates DNA repair and is synthetic lethal with homology-directed repair (HDR) factors. Thus, Polθ is a promising precision oncology drug-target in HDR-deficient cancers. Here, we characterize the binding and mechanism of action of a Polθ helicase (Polθ-hel) small-molecule inhibitor (AB25583) using cryo-EM. AB25583 exhibits 6 nM IC50 against Polθ-hel, selectively kills BRCA1/2-deficient cells, and acts synergistically with olaparib in cancer cells harboring pathogenic BRCA1/2 mutations. Cryo-EM uncovers predominantly dimeric Polθ-hel:AB25583 complex structures at 3.0-3.2 Å. The structures reveal a binding-pocket deep inside the helicase central-channel, which underscores the high specificity and potency of AB25583. The cryo-EM structures in conjunction with biochemical data indicate that AB25583 inhibits the ATPase activity of Polθ-hel helicase via an allosteric mechanism. These detailed structural data and insights about AB25583 inhibition pave the way for accelerating drug development targeting Polθ-hel in HDR-deficient cancers.
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  • 文章类型: Journal Article
    痛风是仅次于糖尿病的全球第二大代谢性疾病,以急性痛风性关节炎为最常见症状。黄嘌呤氧化酶(XOD)和NOD样受体-3(NLRP3)炎性体是急性痛风治疗的关键靶点。据报道,绿原酸具有良好的抗炎活性,和芹菜素在XOD抑制中显示出优异的潜力。因此,设计并合成了一系列具有不同接头的绿原酸-芹菜素(CA)缀合物,作为XOD/NLRP3双重抑制剂,并评估了它们在XOD和NLRP3抑制中的活性。XOD抑制活性的体外研究表明,大多数CA缀合物表现出有利的XOD抑制活性。特别是,化合物10c和10d的作用,在芹菜素部分上有一个烷基接头,比别嘌醇强。所选择的CA缀合物在RAW264.7细胞中也显示出有利的抗炎活性。此外,化合物10d,在XOD抑制和抗炎方面均显示出最佳活性,选择并进一步测试其对NLRP3和相关促炎细胞因子的抑制能力。化合物10d有效地减少了NLRP3的表达以及白细胞介素-1β(IL-1β)和肿瘤坏死因子-α(TNF-α)的分泌,其活性强于阳性对照异甘草素(ISL)。基于这些发现,化合物10d具有双重XOD/NLRP3抑制活性,因此,对急性痛风的治疗效果值得进一步研究。
    Gout is the second largest metabolic disease worldwide after diabetes, with acute gouty arthritis as most common symptom. Xanthine oxidase (XOD) and the NOD like receptor-3 (NLRP3) inflammasome are the key targets for acute gout treatment. Chlorogenic acid has been reported with a good anti-inflammatory activity, and Apigenin showed an excellent potential in XOD inhibition. Therefore, a series of chlorogenic acid-apigenin (CA) conjugates with varying linkers were designed and synthesized as dual XOD/NLRP3 inhibitors, and their activities both in XOD and NLRP3 inhibition were evaluated. An in vitro study of XOD inhibitory activity revealed that the majority of CA conjugates exhibited favorable XOD inhibitory activity. Particularly, the effects of compounds 10c and 10d, with an alkyl linker on the apigenin moiety, were stronger than that of allopurinol. The selected CA conjugates also demonstrated a favorable anti-inflammatory activity in RAW264.7 cells. Furthermore, compound 10d, which showed the optimal activity both in XOD inhibition and anti-inflammatory, was chosen and its inhibitory ability on NLRP3 and related proinflammatory cytokines was further tested. Compound 10d effectively reduced NLRP3 expression and the secretion of interluekin-1β (IL-1β) and tumor necrosis factor-α (TNF-α) with an activity stronger than the positive control isoliquiritigenin (ISL). Based on these findings, compound 10d exhibits dual XOD/NLRP3 inhibitory activity and, therefore, the therapeutic effects on acute gout is worthy of further study.
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  • 文章类型: Journal Article
    背景:作为黑素细胞病变的重要生物标志物,酪氨酸酶(TYR)在黑色素相关疾病的临床诊断和治疗中起着至关重要的作用。因此,重要的是开发稳健的方法来评估TYR活性。共价有机骨架(COFs)因其独特的性质而备受关注,包括高化学稳定性,良好的生物相容性,与有机染料相比,表面积大,贵金属纳米团簇,和半导体量子点。然而,大多数COF不溶于水并且表现出弱的荧光发射或没有荧光发射。因此,仍然高度期望开发用于检测生物样品中的TYR活性的水溶性荧光COF。
    结果:在这项工作中,建立了一种灵敏,简便的基于荧光COF的荧光法,用于检测人血清样品中的TYR活性。水溶性COF是通过4'的缩聚制备的,4,4\'\'\'\'\'\',4\'\'\'\'\'\'\'\''-(1,2-亚乙基)四[1,1'-联苯]-4-甲醛和2,4,6-三-(4-氨基苯基)-三嗪。所得COF显示黄绿色荧光,在560nm处具有最大发射峰。酪氨酸被TYR催化以产生黑色素样聚合物,其在COF的表面上形成涂层并且由于荧光共振能量转移而有效地猝灭其荧光。所提出的方法在0.5-80U/L范围内表现出很强的线性相关性,检测限为0.09U/L。此外,曲酸的检测限,作为代表性的TYR抑制剂,测定为0.0004μg/mL。
    结论:我们提出的荧光传感平台具有出色的选择性,灵敏度,和令人满意的人血清样品的回收率,这对于黑色素相关疾病的临床诊断至关重要。此外,所提出的方法进一步用于筛选TYR抑制剂,提示在临床治疗和药物研究中的潜在应用。
    BACKGROUND: As a significant biomarker of melanocytic lesions, tyrosinase (TYR) plays an essential role in the clinical diagnosis and treatment of melanin-related diseases. Thus, it is important to develop robust methods for assessing TYR activity. Covalent organic frameworks (COFs) have garnered considerable attention owing to their unique properties, including high chemical stability, good biocompatibility, and large surface area compared with organic dyes, noble metal nanoclusters, and semiconductor quantum dots. However, most COFs are insoluble in water and exhibit weak or no fluorescence emission. Therefore, the development of a water-soluble fluorescent COF for detecting TYR activity in biological samples remains highly desired.
    RESULTS: In this work, a sensitive and facile fluorometric method based on fluorescent COF was constructed for the detection of TYR activity in human serum samples. The water-soluble COF was fabricated through the condensation polymerization of 4\',4‴,4\'\'\'\'\',4\'\'\'\'\'\'\'-(1,2-ethene-diylidene) tetrakis [1,1\'-biphenyl]-4-carboxaldehyde and 2,4,6-tris-(4-aminophenyl)-triazine. The resulting COF displayed yellow-green fluorescence with a maximum emission peak at 560 nm. Tyrosine was catalyzed by TYR to produce melanin-like polymers which formed a coating on the surface of COF and effectively quenched its fluorescence due to fluorescence resonance energy transfer. The proposed approach demonstrated a strong linear correlation in the range of 0.5-80 U/L with a low detection limit of 0.09 U/L. Additionally, the limit of detection for kojic acid, serving as a representative TYR inhibitor, was determined to be 0.0004 μg/mL.
    CONCLUSIONS: Our proposed fluorometric sensing platform exhibited exceptional selectivity, sensitivity, and satisfactory recoveries in human serum samples, which is of paramount importance for the clinical diagnostics of melanin-related diseases. Furthermore, the proposed approach was further employed for the screening of TYR inhibitors, suggesting the potential applications in clinical treatment and pharmaceutical research.
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  • 文章类型: Journal Article
    谷胱甘肽转移酶P1-1(hGSTP1-1)极大地影响了癌细胞中的多药耐药(MDR)机制。使用合成或天然化合物作为hGSTP1-1抑制剂被认为是克服MDR的有效方法。合成了由与查尔酮衍生物连接的香豆素-6-磺酰胺组成的9种化合物,并评估了它们抑制hGSTP1-1的能力。在合成衍生物中,化合物5g,5f,5a显示出最有效的抑制作用,IC50值为12.2±0.5μM,分别为12.7±0.7和16.3±0.6。最有效分子的动力学抑制分析,5g,表明它表现为目标酶的混合型抑制剂。5a的体外细胞毒性评估,5f,和5g对人前列腺癌细胞系DU-145和PC3以及乳腺癌细胞系MCF-7表明化合物5g对所有测试的细胞系表现出最显著的细胞毒性作用。进行了分子对接研究以预测5g的结构和分子决定因素,5f,和5a结合hGSTP1-1。与实验数据一致,结果表明,由于形状互补性,5g在三种研究的抑制剂中表现出最低的对接分数,由范德华统治,氢键和π-π堆叠相互作用。这些发现表明,香豆素-查尔酮杂种为开发安全有效的基于天然产物的敏化剂提供了新的视角,这些敏化剂可以靶向hGSTP1-1用于抗癌目的。
    Multidrug resistance (MDR) mechanisms in cancer cells are greatly influenced by glutathione transferase P1-1 (hGSTP1-1). The use of synthetic or natural compounds as hGSTP1-1 inhibitors is considered an effective approach to overcome MDR. Nine compounds consisting of coumarin-6-sulfonamide linked to chalcone derivatives were synthesized and evaluated for their ability to inhibit hGSTP1-1. Among the synthetic derivatives, compounds 5g, 5f, and 5a displayed the most potent inhibitory effect, with IC50 values of 12.2 ± 0.5 μΜ, 12.7 ± 0.7 and 16.3 ± 0.6, respectively. Kinetic inhibition analysis of the most potent molecule, 5g, showed that it behaves as a mixed-type inhibitor of the target enzyme. An in vitro cytotoxicity assessment of 5a, 5f, and 5g against the human prostate cancer cell lines DU-145 and PC3, as well as the breast cancer cell line MCF-7, demonstrated that compound 5g exhibited the most pronounced cytotoxic effect on all tested cell lines. Molecular docking studies were performed to predict the structural and molecular determinants of 5g, 5f, and 5a binding to hGSTP1-1. In agreement with the experimental data, the results revealed that 5g exhibited the lowest docking score among the three studied inhibitors as a consequence of shape complementarity, governed by van der Waals, hydrogen bonds and a π-π stacking interaction. These findings suggest that coumarin-chalcone hybrids offer new perspectives for the development of safe and efficient natural product-based sensitizers that can target hGSTP1-1 for anticancer purposes.
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  • 文章类型: Journal Article
    来自结核分枝杆菌(MtFolB)的FolB酶的晶体结构,与其抑制剂8-巯基鸟嘌呤(8-MG)复合,以1.95µ的分辨率阐明。合成了一系列新颖的S8官能化的8-MG衍生物,并将其作为二氢蝶呤醛缩酶的体外抑制剂进行了评估(DHNA,EC4.1.2.25)MtFolB的活性。这些化合物表现出在亚微摩尔范围内的IC50值。对5种化合物活性的评价表明了它们的抑制模式和抑制常数。进行分子对接分析以确定复合物形成时的酶-抑制剂分子间相互作用和配体构象。评价所有化合物对结核分枝杆菌H37Rv菌株的抑制活性。化合物3e表现出在微摩尔范围内的最小抑制浓度。最后,化合物3e在HepG2和Vero细胞中均未显示出明显的毒性。本文提出的发现将推进对小说的追求,靶向MtFolB的特异性抑制剂,结核病药物开发的一个有吸引力的分子靶标。
    The crystallographic structure of the FolB enzyme from Mycobacterium tuberculosis (MtFolB), complexed with its inhibitor 8-mercaptoguanine (8-MG), was elucidated at a resolution of 1.95 Å. A novel series of S8-functionalized 8-MG derivatives were synthesised and evaluated as in vitro inhibitors of dihydroneopterin aldolase (DHNA, EC 4.1.2.25) activity of MtFolB. These compounds exhibited IC50 values in the submicromolar range. Evaluation of the activity for five compounds indicated their inhibition mode and inhibition constants. Molecular docking analyses were performed to determine the enzyme-inhibitor intermolecular interactions and ligand conformations upon complex formation. The inhibitory activities of all compounds against the M. tuberculosis H37Rv strain were evaluated. Compound 3e exhibited a minimum inhibitory concentration in the micromolar range. Finally, Compound 3e showed no apparent toxicity in both HepG2 and Vero cells. The findings presented herein will advance the quest for novel, specific inhibitors targeting MtFolB, an attractive molecular target for TB drug development.
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  • 文章类型: Journal Article
    EcGUS因其在缓解严重GIAE方面的目标作用而引起了相当大的关注。在这项研究中,设计了一系列72种(硫代)脲衍生物,合成,并进行了生物学分析。生物测定结果表明,E-9(IC50=2.68μM)对EcGUS表现出很有希望的抑制作用,超越EcGUS抑制剂D-糖精-1,4-内酯(DSL,IC50=45.8μM)。此外,抑制动力学研究表明,E-9(Ki=1.64μM)是抗EcGUS的非竞争性抑制剂。构效关系表明,在苯环的对位引入吸电子基团有利于增强对EcGUS的抑制活性。此外,分子对接分析表明,E-9通过与残基Asp163,Tyr472和Glu504形成相互作用而对EcGUS具有很强的亲和力。总的来说,这些结果表明E-9可能是一种有效的EcGUS抑制剂,为开发靶向EcGUS的未来抑制剂提供有价值的见解和指南。
    EcGUS has drawn considerable attention for its role as a target in alleviating serious GIAEs. In this study, a series of 72 (thio)urea derivatives were designed, synthesised, and biologically assayed. The bioassay results revealed that E-9 (IC50 = 2.68 μM) exhibited a promising inhibitory effect on EcGUS, surpassing EcGUS inhibitor D-saccharic acid-1,4-lactone (DSL, IC50 = 45.8 μM). Additionally, the inhibitory kinetic study indicated that E-9 (Ki = 1.64 μM) acted as an uncompetitive inhibitor against EcGUS. The structure-activity relationship revealed that introducing an electron-withdrawing group into the benzene ring at the para-position is beneficial for enhancing inhibitory activity against EcGUS. Furthermore, molecular docking analysis indicated that E-9 has a strong affinity to EcGUS by forming interactions with residues Asp 163, Tyr 472, and Glu 504. Overall, these results suggested that E-9 could be a potent EcGUS inhibitor, providing valuable insights and guidelines for the development of future inhibitors targeting EcGUS.
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  • 文章类型: Journal Article
    玻璃体内注射抗VEGF抗体仍然是渗出性年龄相关性黄斑变性(exAMD)的主要治疗方法,虽然其功效有限。先前的研究表明,srr的功能丧失突变和丝氨酸消旋酶抑制剂的静脉注射,L-天冬氨酸β-异羟肟酸(L-ABH),显著抑制激光诱导的小鼠脉络膜新生血管(CNV)。鉴于L-ABH是一种小分子,这项研究调查了通过滴眼液给药L-ABH对CNV的影响,旨在开发一种非侵入性治疗exAMD的策略。
    通过激光光凝法建立小鼠和恒河猴的CNV模型。七只猴子被随机分配接受盐水溶液或L-ABH滴眼剂。在小鼠和猴子中腹膜内或静脉内注射荧光素表征的CNV。荧光素眼底血管造影用于评估渗漏,而光学相干断层扫描测量猴子的视网膜厚度。
    L-ABH滴眼液显着减少了激光损伤小鼠的荧光素渗漏(与盐水相比P<0.001)。在激光损伤的恒河猴中,在第14天和第28天,用L-ABH治疗的渗漏区域的平均百分比变化分别为2.5%±25.8%(P=0.004)和1.5%±75.7%(与盐溶液相比P=0.023).然而,L-ABH滴眼液对IV级激光斑点数量或视网膜厚度无明显影响,而贝伐单抗治疗.
    该研究证明了SRR抑制剂在激光诱导的CNV的两种动物模型中的潜在功效。
    这是关于局部递送SRR抑制剂对CNV的影响的首次研究。
    UNASSIGNED: Intravitreal injection of anti-VEGF antibodies remains the primary therapy for exudative age-related macular degeneration (exAMD), although its efficacy is limited. Previous research has demonstrated that both a loss-of-function mutation of srr and the intravenous injection of a serine racemase inhibitor, L-aspartic acid β-hydroxamate (L-ABH), significantly inhibit laser-induced choroidal neovascularization (CNV) in mice. Given that L-ABH is a small molecule, this study investigated the effects of L-ABH administered via eye drops on CNV, aiming to develop a noninvasive treatment strategy for exAMD.
    UNASSIGNED: CNV models in mice and rhesus macaques were established through laser photocoagulation. Seven monkeys were randomly assigned to receive either saline solution or L-ABH eye drops. Intraperitoneal or intravenous injection of fluorescein characterized CNV in both mice and monkeys. Fluorescein fundus angiography was used to assess leakage, whereas optical coherence tomography measured retinal thickness in the monkeys.
    UNASSIGNED: L-ABH eye drops significantly reduced fluorescein leakage in laser-injured mice (P < 0.001 compared to saline). In laser-injured rhesus macaques, the average percent changes in leakage areas treated with L-ABH were 2.5% ± 25.8% (P = 0.004) and 1.5% ± 75.7% (P = 0.023 compared to saline solution) on day 14 and day 28, respectively. However, L-ABH eye drops did not significantly affect the number of grade IV laser spots or retinal thickness, whereas bevacizumab did.
    UNASSIGNED: This study demonstrates the potential efficacy of an SRR inhibitor in two animal models of laser-induced CNV.
    UNASSIGNED: This represents the first investigation into the effects of topical delivery of an SRR inhibitor on CNV.
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  • 文章类型: Journal Article
    乳腺癌(BC)仍然是世界健康的主要问题之一,尤其是对女性来说,这就需要创新的治疗策略。在这项研究中,我们研究了维甲酸衍生物作为17β-羟基类固醇脱氢酶1型(17β-HSD1)抑制剂的功效,在雌激素的生物合成和代谢中起着至关重要的作用,从而影响BC的进展,这项调查的主要目的是通过计算药物设计方法,包括PASS预测,确定针对BC的可能候选药物。分子对接,ADMET分析,分子动力学模拟(MD)和密度泛函理论(DFT)计算。结果已经报道了115个衍生物中总共8个具有高结合亲和力和有希望的药代动力学性质。特别是,配体04和07表现出更高的结合亲和力,值为-9.9kcal/mol和-9.1kcal/mol,分别,比标准药物盐酸表柔比星,其具有-8.2kcal/mol的结合亲和力。通过MD模拟在100-ns的轨迹上进一步证实了配体-蛋白质复合物的稳定性,其中包括对氢键的评估,均方根偏差(RMSD),均方根波动(RMSF),动态互相关矩阵(DCCM)和主成分分析。该研究强调需要进行实验验证以确认这些化合物的治疗效用。这项研究增强了对新BC药物的计算搜索,并为后续的实验和临床研究奠定了坚实的基础。
    Breast cancer (BC) is still one of the major issues in world health, especially for women, which necessitates innovative therapeutic strategies. In this study, we investigated the efficacy of retinoic acid derivatives as inhibitors of 17beta-hydroxysteroid dehydrogenase type 1 (17beta-HSD1), which plays a crucial role in the biosynthesis and metabolism of oestrogen and thereby influences the progression of BC and, the main objective of this investigation is to identify the possible drug candidate against BC through computational drug design approach including PASS prediction, molecular docking, ADMET profiling, molecular dynamics simulations (MD) and density functional theory (DFT) calculations. The result has reported that total eight derivatives with high binding affinity and promising pharmacokinetic properties among 115 derivatives. In particular, ligands 04 and 07 exhibited a higher binding affinity with values of -9.9 kcal/mol and -9.1 kcal/mol, respectively, than the standard drug epirubicin hydrochloride, which had a binding affinity of -8.2 kcal/mol. The stability of the ligand-protein complexes was further confirmed by MD simulations over a 100-ns trajectory, which included assessments of hydrogen bonds, root mean square deviation (RMSD), root mean square Fluctuation (RMSF), dynamic cross-correlation matric (DCCM) and principal component analysis. The study emphasizes the need for experimental validation to confirm the therapeutic utility of these compounds. This study enhances the computational search for new BC drugs and establishes a solid foundation for subsequent experimental and clinical research.
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