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计算机模拟研究鉴定氨甲蝶呤类似物为潜在的耐药型人二氢叶酸还原酶抑制剂用于癌症治疗。

In Silico Study Identified Methotrexate Analog as Potential Inhibitor of Drug Resistant Human Dihydrofolate Reductase for Cancer Therapeutics.

机构信息

Division of Life Sciences, Division of Applied Life Science (BK21 Plus), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Korea.

Division of Life Science and Applied Life Science (BK 21), College of Natural Sciences, Gyeongsang National University, Jinju 52828, Korea.

出版信息

Molecules. 2020 Jul 31;25(15):3510. doi: 10.3390/molecules25153510.

Abstract

Drug resistance is a core issue in cancer chemotherapy. A known folate antagonist, methotrexate (MTX) inhibits human dihydrofolate reductase (hDHFR), the enzyme responsible for the catalysis of 7,8-dihydrofolate reduction to 5,6,7,8-tetrahydrofolate, in biosynthesis and cell proliferation. Structural change in the DHFR enzyme is a significant cause of resistance and the subsequent loss of MTX. In the current study, wild type hDHFR and double mutant (engineered variant) F31R/Q35E (PDB ID: 3EIG) were subject to computational study. Structure-based pharmacophore modeling was carried out for wild type (WT) and mutant (MT) (variant F31R/Q35E) hDHFR structures by generating ten models for each. Two pharmacophore models, WT-pharma and MT-pharma, were selected for further computations, and showed excellent ROC curve quality. Additionally, the selected pharmacophore models were validated by the Guner-Henry decoy test method, which yielded high goodness of fit for WT-hDHFR and MT-hDHFR. Using a SMILES string of MTX in ZINC with the selections of 'clean', in vitro and in vivo options, 32 MTX-analogs were obtained. Eight analogs were filtered out due to their drug-like properties by applying absorption, distribution, metabolism, excretion, and toxicity (ADMET) assessment tests and Lipinski's Rule of five. WT-pharma and MT-pharma were further employed as a 3D query in virtual screening with drug-like MTX analogs. Subsequently, seven screening hits along with a reference compound (MTX) were subjected to molecular docking in the active site of WT- and MT-hDHFR. Through a clustering analysis and examination of protein-ligand interactions, one compound was found with a ChemPLP fitness score greater than that of MTX (reference compound). Finally, a simulation of molecular dynamics (MD) identified an MTX analog which exhibited strong affinity for WT- and MT-hDHFR, with stable RMSD, hydrogen bonds (H-bonds) in the binding site and the lowest MM/PBSA binding free energy. In conclusion, we report on an MTX analog which is capable of inhibiting hDHFR in wild type form, as well as in cases where the enzyme acquires resistance to drugs during chemotherapy treatment.

摘要

耐药性是癌症化疗的核心问题。已知的叶酸拮抗剂甲氨蝶呤(MTX)抑制人二氢叶酸还原酶(hDHFR),该酶负责催化 7,8-二氢叶酸还原为 5,6,7,8-四氢叶酸,从而促进生物合成和细胞增殖。DHFR 酶的结构变化是产生耐药性的主要原因,也是随后 MTX 丢失的主要原因。在本研究中,野生型 hDHFR 和双突变体(工程变体)F31R/Q35E(PDB ID:3EIG)进行了计算研究。通过为每种结构生成十个模型,对野生型(WT)和突变型(MT)(变体 F31R/Q35E)hDHFR 结构进行基于结构的药效团建模。选择了两个药效团模型,WT-pharma 和 MT-pharma,用于进一步计算,并显示出出色的 ROC 曲线质量。此外,所选药效团模型通过 Guner-Henry 诱饵测试方法进行了验证,该方法对 WT-hDHFR 和 MT-hDHFR 的拟合度很高。使用 ZINC 中带有“清洁”、“体外”和“体内”选项的 MTX 的 SMILES 字符串,获得了 32 个 MTX 类似物。由于其药物性质,通过应用吸收、分布、代谢、排泄和毒性(ADMET)评估测试和 Lipinski 的五规则,有 8 个类似物被过滤掉。WT-pharma 和 MT-pharma 进一步用作具有类药性 MTX 类似物的虚拟筛选中的 3D 查询。随后,对七个筛选结果以及一个参考化合物(MTX)在 WT-和 MT-hDHFR 的活性部位进行分子对接。通过聚类分析和检查蛋白质-配体相互作用,发现一个化合物的 ChemPLP 拟合度大于 MTX(参考化合物)。最后,分子动力学(MD)模拟确定了一个 MTX 类似物,它对 WT-和 MT-hDHFR 具有很强的亲和力,其 RMSD 稳定,结合部位有氢键(H-bonds),MM/PBSA 结合自由能最低。总之,我们报告了一种 MTX 类似物,它既能抑制野生型 hDHFR,也能抑制化疗过程中酶对药物产生耐药性的 hDHFR。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/efaf/7435474/f0334aa4b47e/molecules-25-03510-g001.jpg

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