儿科急性髓系白血病的药物基因组学分析,以确定治疗弱点并为功能精准医学提供信息。

Pharmacogenomic Profiling of Pediatric Acute Myeloid Leukemia to Identify Therapeutic Vulnerabilities and Inform Functional Precision Medicine.

机构信息

Department of Paediatrics, The Chinese University of Hong Kong, Shatin, Hong Kong.

Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Shatin, Hong Kong.

出版信息

Blood Cancer Discov. 2022 Nov 2;3(6):516-535. doi: 10.1158/2643-3230.BCD-22-0011.

Abstract

UNLABELLED

Despite the expanding portfolio of targeted therapies for adults with acute myeloid leukemia (AML), direct implementation in children is challenging due to inherent differences in underlying genetics. Here we established the pharmacologic profile of pediatric AML by screening myeloblast sensitivity to approved and investigational agents, revealing candidates of immediate clinical relevance. Drug responses ex vivo correlated with patient characteristics, exhibited age-specific alterations, and concorded with activities in xenograft models. Integration with genomic data uncovered new gene-drug associations, suggesting actionable therapeutic vulnerabilities. Transcriptome profiling further identified gene-expression signatures associated with on- and off-target drug responses. We also demonstrated the feasibility of drug screening-guided treatment for children with high-risk AML, with two evaluable cases achieving remission. Collectively, this study offers a high-dimensional gene-drug clinical data set that could be leveraged to research the unique biology of pediatric AML and sets the stage for realizing functional precision medicine for the clinical management of the disease.

SIGNIFICANCE

We conducted integrated drug and genomic profiling of patient biopsies to build the functional genomic landscape of pediatric AML. Age-specific differences in drug response and new gene-drug interactions were identified. The feasibility of functional precision medicine-guided management of children with high-risk AML was successfully demonstrated in two evaluable clinical cases. This article is highlighted in the In This Issue feature, p. 476.

摘要

未注明

尽管针对成人急性髓细胞白血病(AML)的靶向治疗方案不断增多,但由于潜在遗传学的固有差异,直接将其应用于儿童具有挑战性。在此,我们通过筛选幼稚细胞对已批准和研究性药物的敏感性来建立儿科 AML 的药理特征,揭示具有直接临床相关性的候选药物。体外药物反应与患者特征相关,表现出年龄特异性改变,并与异种移植模型中的活性一致。与基因组数据的整合揭示了新的基因-药物关联,提示存在可治疗的治疗弱点。转录组谱分析进一步确定了与靶内和靶外药物反应相关的基因表达特征。我们还证明了基于药物筛选的治疗高危 AML 儿童的可行性,有两例可评估病例达到缓解。总之,这项研究提供了一个高维的基因-药物临床数据集,可用于研究儿科 AML 的独特生物学,并为实现该疾病临床管理的功能精准医学奠定了基础。

意义

我们对患者活检进行了综合的药物和基因组分析,以构建儿科 AML 的功能基因组图谱。确定了药物反应的年龄特异性差异和新的基因-药物相互作用。在两个可评估的临床病例中,成功证明了基于功能精准医学的高危 AML 儿童管理的可行性。本文在本期特色文章中进行了重点介绍,第 476 页。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b6b/9894568/8c3ad0148e17/516fig1.jpg

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