Integrated expression profiling of BCR-ABL and computational identification of ABL1 inhibitors in pediatric acute lymphoblastic leukemia.

In silico pharmacology Pub Date : 2026-09-06 eCollection Date: 2026-01-01 DOI:10.1007/s40203-026-00731-3
Shahid Ullah, Alex Tonks, Carlos Eliel Maya-Ramírez, Abdulsalam M Alruwaili, Sabahat Abdullah, Muhammad Arif Lodhi
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Abstract

Pediatric B-cell acute lymphoblastic leukemia achieves overall survival approaching 90% with modern therapy, though high-risk subtypes, relapse, and drug resistance remain critical clinical challenges. Among its genetic abnormalities, the BCR-ABL fusion oncogene, resulting from the Philadelphia chromosome translocation t (9; 22), is associated with aggressive disease progression, poor prognosis, and high relapse rates, particularly in pediatric patients. This study aimed to investigate the expression profile of BCR-ABL in pediatric ALL and to identify potential inhibitors targeting the ABL1 tyrosine kinase using computational approaches. A cohort of 50 pediatric ALL patients was analysed and fusion oncogene expression was quantified using quantitative real-time PCR (qRT-PCR). BCR-ABL exhibited heterogeneous expression with several samples showing marked upregulation. To explore novel therapeutic options, a virtual screening workflow was employed using drug-like compounds from publicly available databases. Molecular docking identified four lead compounds (LIG1-LIG4) with higher binding affinities toward ABL1 compared to the reference inhibitor imatinib. These interactions were further characterised by favourable hydrogen bonding and hydrophobic interactions within the active site. Molecular dynamics simulations over 100 ns demonstrated the structural stability of the protein-ligand complexes, supported by acceptable RMSD and RMSF profiles. Additionally, in silico ADMET and pharmacokinetic analyses indicated that the selected compounds possess favourable drug-like properties, including high gastrointestinal absorption and acceptable safety profiles. In conclusion, this study identified BCR-ABL as the most highly expressed fusion oncogene in this cohort, consistent with its known oncogenic role in Philadelphia chromosome-positive paediatric ALL, and identifies promising ABL1 inhibitor candidates through computational screening. These findings provide a foundation for further experimental validation and the development of targeted therapies for BCR-ABL-positive ALL.

儿童急性淋巴细胞白血病中BCR-ABL的综合表达谱和ABL1抑制剂的计算鉴定。
儿童b细胞急性淋巴细胞白血病在现代治疗下的总生存率接近90%,但高风险亚型、复发和耐药仍然是关键的临床挑战。在其遗传异常中,由费城染色体易位t引起的BCR-ABL融合癌基因(9;22)与疾病进展严重、预后差和复发率高相关,特别是在儿科患者中。本研究旨在探讨小儿ALL中BCR-ABL的表达谱,并利用计算方法确定针对ABL1酪氨酸激酶的潜在抑制剂。对50例儿科ALL患者进行队列分析,采用实时荧光定量PCR (qRT-PCR)对融合癌基因表达进行定量分析。BCR-ABL呈异质表达,部分样本表达明显上调。为了探索新的治疗方案,采用了一种虚拟筛选工作流程,使用来自公开可用数据库的药物样化合物。分子对接鉴定了4个先导化合物(LIG1-LIG4),与参比抑制剂伊马替尼相比,它们对ABL1的结合亲和力更高。这些相互作用进一步表现为活性位点内有利的氢键和疏水相互作用。100 ns以上的分子动力学模拟证明了蛋白质配体复合物的结构稳定性,并得到了RMSD和RMSF谱的支持。此外,计算机ADMET和药代动力学分析表明,所选化合物具有良好的药物样特性,包括高胃肠道吸收和可接受的安全性。总之,本研究确定BCR-ABL是该队列中表达最高的融合癌基因,与其在费城染色体阳性儿科ALL中的已知致癌作用一致,并通过计算筛选确定了有希望的ABL1抑制剂候选物。这些发现为bcr - abl阳性ALL的进一步实验验证和靶向治疗的开发奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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