Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA.
Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York, 10065, USA.
Pharm Res. 2022 Mar;39(3):511-528. doi: 10.1007/s11095-022-03176-3. Epub 2022 Mar 16.
Downregulation of miRNA-22 in triple-negative breast cancer (TNBC) is associated with upregulation of eukaryotic elongation 2 factor kinase (eEF2K) protein, which regulates tumor growth, chemoresistance, and tumor immunosurveillance. Moreover, exogenous administration of miRNA-22, loaded in nanoparticles to prevent degradation and improve tumor delivery (termed miRNA-22 nanotherapy), to suppress eEF2K production has shown potential as an investigational therapeutic agent in vivo.
To evaluate the translational potential of miRNA-22 nanotherapy, we developed a multiscale mechanistic model, calibrated to published in vivo data and extrapolated to the human scale, to describe and quantify the pharmacokinetics and pharmacodynamics of miRNA-22 in virtual patient populations.
Our analysis revealed the dose-response relationship, suggested optimal treatment frequency for miRNA-22 nanotherapy, and highlighted key determinants of therapy response, from which combination with immune checkpoint inhibitors was identified as a candidate strategy for improving treatment outcomes. More importantly, drug synergy was identified between miRNA-22 and standard-of-care drugs against TNBC, providing a basis for rational therapeutic combinations for improved response CONCLUSIONS: The present study highlights the translational potential of miRNA-22 nanotherapy for TNBC in combination with standard-of-care drugs.
三阴性乳腺癌(TNBC)中 miRNA-22 的下调与真核延伸因子 2 激酶(eEF2K)蛋白的上调有关,eEF2K 蛋白调节肿瘤生长、化疗耐药性和肿瘤免疫监视。此外,外源性给予 miRNA-22,装载在纳米颗粒中以防止降解并改善肿瘤传递(称为 miRNA-22 纳米疗法),以抑制 eEF2K 的产生,已被证明作为一种有潜力的治疗剂在体内具有研究价值。
为了评估 miRNA-22 纳米疗法的转化潜力,我们开发了一个多尺度机制模型,该模型经过校准以适应已发表的体内数据,并外推到人类规模,以描述和量化 miRNA-22 在虚拟患者群体中的药代动力学和药效学。
我们的分析揭示了剂量反应关系,为 miRNA-22 纳米疗法建议了最佳治疗频率,并强调了治疗反应的关键决定因素,其中联合免疫检查点抑制剂被确定为改善治疗效果的候选策略。更重要的是,鉴定了 miRNA-22 与针对 TNBC 的标准治疗药物之间的药物协同作用,为改善反应的合理治疗组合提供了基础。
本研究强调了 miRNA-22 纳米疗法与标准治疗药物联合治疗 TNBC 的转化潜力。