Kelvin James M, Jain Juhi, Thapa Aashis, Qui Min, Birnbaum Lacey A, Moore Samuel G, Zecca Henry, Summers Ryan J, Costanza Emma, Uricoli Biaggio, Wang Xiaodong, Jui Nathan T, Fu Haian, Du Yuhong, DeRyckere Deborah, Graham Douglas K, Dreaden Erik C
bioRxiv. 2023 Mar 15:2023.03.13.531236. doi: 10.1101/2023.03.13.531236.
Although high-dose, multi-agent chemotherapy has improved leukemia survival rates in recent years, treatment outcomes remain poor in high-risk subsets, including acute myeloid leukemia (AML) and acute lymphoblastic leukemia (ALL) in infants. Development of new, more effective therapies for these patients is therefore an urgent, unmet clinical need. To address this challenge, we developed a nanoscale combination drug formulation that exploits ectopic expression of MERTK tyrosine kinase and dependency on BCL-2 family proteins for leukemia cell survival in pediatric AML and rearranged precursor B-cell ALL (infant ALL). In a novel, high-throughput combination drug screen, the MERTK/FLT3 inhibitor MRX-2843 synergized with venetoclax and other BCL-2 family protein inhibitors to reduce AML cell density . Neural network models based on drug exposure and target gene expression were used to identify a classifier predictive of drug synergy in AML. To maximize the therapeutic potential of these findings, we developed a combination monovalent liposomal drug formulation that maintains ratiometric drug synergy in cell-free assays and following intracellular delivery. The translational potential of these nanoscale drug formulations was confirmed in a genotypically diverse set of primary AML patient samples and both the magnitude and frequency of synergistic responses were not only maintained but were improved following drug formulation. Together, these findings demonstrate a systematic, generalizable approach to combination drug screening, formulation, and development that maximizes therapeutic potential, was effectively applied to develop a novel nanoscale combination therapy for treatment of AML, and could be extended to other drug combinations or diseases in the future.
尽管近年来大剂量多药联合化疗提高了白血病的生存率,但包括婴儿急性髓系白血病(AML)和急性淋巴细胞白血病(ALL)在内的高危亚组患者的治疗效果仍然较差。因此,为这些患者开发新的、更有效的治疗方法是一项紧迫的、未满足的临床需求。为应对这一挑战,我们开发了一种纳米级联合药物制剂,该制剂利用MERTK酪氨酸激酶的异位表达以及小儿AML和重排前体B细胞ALL(婴儿ALL)中白血病细胞存活对BCL-2家族蛋白的依赖性。在一项新颖的高通量联合药物筛选中,MERTK/FLT3抑制剂MRX-2843与维奈托克和其他BCL-2家族蛋白抑制剂协同作用,以降低AML细胞密度。基于药物暴露和靶基因表达的神经网络模型被用于识别预测AML中药物协同作用的分类器。为了最大化这些发现的治疗潜力,我们开发了一种联合单价脂质体药物制剂,该制剂在无细胞试验和细胞内递送后维持比例性药物协同作用。这些纳米级药物制剂的转化潜力在一组基因多样的原发性AML患者样本中得到证实,药物制剂后协同反应的幅度和频率不仅得以维持,而且有所提高。总之,这些发现证明了一种系统的、可推广的联合药物筛选、制剂和开发方法,该方法最大化了治疗潜力,有效地应用于开发一种治疗AML的新型纳米级联合疗法,并且未来可扩展到其他药物组合或疾病。