Computer-aided design of imatinib derivatives: Overcoming drug-resistance in chronic myeloid leukemia

IF 6.3 2区 医学 Q1 BIOLOGY Computers in biology and medicine Pub Date : 2025-03-01 Epub Date: 2025-02-04 DOI:10.1016/j.compbiomed.2025.109784
S. Gholizadeh , N. Panahi , N. Razzaghi-Asl
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Abstract

Chronic myeloid leukemia (CML) is a hematologic condition characterized by the overexpression of stem blood cells in the bone marrow. The Philadelphia chromosome encodes the oncogenic tyrosine kinase BCR-ABL, which is a hallmark of CML. Imatinib, a phenylamino pyrimidine derivative, was the first tyrosine kinase inhibitor (TKI) approved in 2001 for CML. Despite launching a new era in cancer targeted therapy, acquired resistance occurred due to the point mutation of a gatekeeper residue (Thr315Ile) at the BCR-ABL catalytic pocket. There are no approved medications for Thr315Ile-BCR-ABL harboring CML patients. Present study was aimed at the in silico identification of synthetically accessible imatinib derivatives that are likely to bind a frequent Thr315Ile-BCR-ABL and overcome drug resistance. 4-((4-benzylpiperazin-1-yl) methyl)-N-(4-methyl-3-(4-(pyridine-3-yl) pyrimidine-2-amino) phenyl) benzamide (SCHEMBL12127861) and 4-(methoxy (methyl) amino)-N-(3-methyl-5-(pyrido[3,4-b] pyrazin-2-yl thio) phenyl) benzamide (18) were revealed as top-binders. Molecular dynamics simulations and free energy calculations conferred stable binding features Thr315Ile-BCR-ABL. A new binding model was suggested for 18 that resided outside the kinase domain (∼15 Å from Ile315). Considering stability and binding energy compared to imatinib, the intended binding model may be the subject of further evaluations to overwhelm drug resistance. SCHEMBL12127861 had appropriate and more buried accommodation than imatinib near the DFG motif and P-loop of the kinase domain. Hydrogen bonds, π-cation interaction, salt bridge, and a vdW cooperative contacts mediated the complex stability. Although validation of proposed models is to be achieved, this study identified synthetically accessible in silico hits with tight binding to the clinically frequent mutant BCR-ABL phenotypes in Thr315Ile-positive CML patients.

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伊马替尼衍生物的计算机辅助设计:克服慢性髓性白血病的耐药性
慢性髓性白血病(CML)是一种以骨髓干细胞过度表达为特征的血液学疾病。费城染色体编码致癌酪氨酸激酶BCR-ABL,这是CML的标志。伊马替尼是一种苯胺嘧啶衍生物,是2001年批准用于CML的第一个酪氨酸激酶抑制剂(TKI)。尽管开启了癌症靶向治疗的新时代,但获得性耐药的发生是由于BCR-ABL催化口袋上的一个看门人残基(Thr315Ile)的点突变。目前还没有批准的药物用于Thr315Ile-BCR-ABL包罗CML患者。本研究旨在通过计算机识别合成可及的伊马替尼衍生物,这些衍生物可能结合频繁的Thr315Ile-BCR-ABL并克服耐药。4-((4-苄基哌嗪-1-酰基)甲基)- n-(4-甲基-3-(4-(吡啶-3-酰基)嘧啶-2-氨基)苯基)苯酰胺(SCHEMBL12127861)和4-(甲氧基(甲基)氨基)- n-(3-甲基-5-(吡啶[3,4-b]吡嗪-2-酰基硫)苯基)苯酰胺(18)是顶部结合剂。分子动力学模拟和自由能计算表明,Thr315Ile-BCR-ABL具有稳定的结合特性。研究人员提出了一种位于激酶结构域外的18的新结合模式(来自Ile315的~ 15 Å)。考虑到与伊马替尼相比的稳定性和结合能,预期的结合模型可能是进一步评估的主题,以克服耐药性。与伊马替尼相比,SCHEMBL12127861在激酶结构域的DFG基序和p环附近有更合适且更隐蔽的调节。氢键、π-阳离子相互作用、盐桥和vdW协同接触介导了配合物的稳定性。虽然所提出的模型还有待验证,但本研究确定了在thr315ile阳性CML患者中与临床频繁突变的BCR-ABL表型紧密结合的合成可获得的硅命中。
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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