Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, 30322, USA.
Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, 30322, USA.
Pharm Res. 2023 Sep;40(9):2133-2146. doi: 10.1007/s11095-023-03596-9. Epub 2023 Sep 13.
Although high-dose, multiagent chemotherapy has improved leukemia survival rates, treatment outcomes remain poor in high-risk subsets, including acute myeloid leukemia (AML) and acute lymphoblastic leukemia (ALL) in infants. The development of new, more effective therapies for these patients is therefore an urgent, unmet clinical need.
The dual MERTK/FLT3 inhibitor MRX-2843 and BCL-2 family protein inhibitors were screened in high-throughput against a panel of AML and MLL-rearranged precursor B-cell ALL (infant ALL) cell lines. A neural network model was built to correlate ratiometric drug synergy and target gene expression. Drugs were loaded into liposomal nanocarriers to assess primary AML cell responses.
MRX-2843 synergized with venetoclax to reduce AML cell density in vitro. A neural network classifier based on drug exposure and target gene expression predicted drug synergy and growth inhibition in AML with high accuracy. Combination monovalent liposomal drug formulations delivered defined drug ratios intracellularly and recapitulated synergistic drug activity. The magnitude and frequency of synergistic responses were both maintained and improved following drug formulation in a genotypically diverse set of primary AML bone marrow specimens.
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 infant ALL cells. We demonstrate ratiometric drug delivery and synergistic cell killing in AML, a result achieved by a systematic, generalizable approach of combination drug screening and nanoscale formulation that may be extended to other drug pairs or diseases in the future.
尽管高剂量、多药联合化疗提高了白血病的生存率,但在高危亚组中,包括婴儿急性髓系白血病(AML)和急性淋巴细胞白血病(ALL),治疗效果仍然不佳。因此,为这些患者开发新的、更有效的治疗方法是一个紧迫的、尚未满足的临床需求。
在高通量筛选中,对一组 AML 和 MLL 重排前体 B 细胞 ALL(婴儿 ALL)细胞系进行了双重 MERTK/FLT3 抑制剂 MRX-2843 和 BCL-2 家族蛋白抑制剂的筛选。建立了神经网络模型来关联比率药物协同作用和靶基因表达。将药物装入脂质体纳米载体中,以评估原发性 AML 细胞的反应。
MRX-2843 与 venetoclax 协同作用,减少了体外 AML 细胞的密度。基于药物暴露和靶基因表达的神经网络分类器可以准确地预测 AML 的药物协同作用和生长抑制作用。组合单价脂质体药物制剂在细胞内传递定义的药物比例,并再现协同药物活性。在一组遗传多样性的原发性 AML 骨髓标本中,药物制剂后协同反应的幅度和频率都得到了维持和改善。
我们开发了一种纳米级联合药物制剂,利用 MERTK 酪氨酸激酶的异位表达和对 BCL-2 家族蛋白的依赖性,使儿科 AML 和婴儿 ALL 细胞中的白血病细胞存活。我们在 AML 中证明了比率药物传递和协同细胞杀伤,这是通过组合药物筛选和纳米级制剂的系统、可推广的方法实现的,未来可能会扩展到其他药物对或疾病。