阿霉素与阿贝西利联合应用于Rb阳性三阴性乳腺癌的体外至临床转化:基于系统的药代动力学/药效学建模方法

In vitro to Clinical Translation of Combinatorial Effects of Doxorubicin and Abemaciclib in Rb-Positive Triple Negative Breast Cancer: A Systems-Based Pharmacokinetic/Pharmacodynamic Modeling Approach.

作者信息

Fleisher Brett, Lezeau Jovin, Werkman Carolin, Jacobs Brehanna, Ait-Oudhia Sihem

机构信息

Center for Pharmacometrics and Systems Pharmacology, Department of Pharmaceutics, College of Pharmacy, University of Florida, Orlando, Florida, USA.

Quantitative Pharmacology and Pharmacometrics (QP2), Merck & Co, Inc, Kenilworth, New Jersey, USA.

出版信息

Breast Cancer (Dove Med Press). 2021 Feb 18;13:87-105. doi: 10.2147/BCTT.S292161. eCollection 2021.

Abstract

BACKGROUND

Doxorubicin (DOX) and its pegylated liposomal formulation (L_DOX) are the standard of care for triple-negative breast cancer (TNBC). However, resistance to DOX often occurs, motivating the search for alternative treatment approaches. The retinoblastoma protein (Rb) is a potential pharmacological target for TNBC treatment since its expression has been associated with resistance to DOX-based therapy.

METHODS

DOX (0.01-20 μM) combination with abemaciclib (ABE, 1-6 μM) was evaluated over 72 hours on Rb-positive (MDA-MB-231) and Rb-negative (MDA-MB-468) TNBC cells. Combination indices (CI) for DOX+ABE were calculated using Compusyn software. The TNBC cell viability time-course and fold-change from the control of phosphorylated-Rb (pRb) protein expression were measured with CCK8-kit and enzyme-linked immunosorbent assay. A cell-based pharmacodynamic (PD) model was developed, where pRb protein dynamics drove cell viability response. Clinical pharmacokinetic (PK) models for DOX, L_DOX, and ABE were developed using data extracted from the literature. After scaling cancer cell growth to clinical TNBC tumor growth, the time-to-tumor progression (TTP) was predicted for human dosing regimens of DOX, ABE, and DOX+ABE.

RESULTS

DOX and ABE combinations were synergistic (CI<1) in MDA-MB-231 and antagonistic (CI>1) in MDA-MB-468. The maximum inhibitory effects (Imax) for both drugs were set to one. The drug concentrations producing 50% of Imax for DOX and ABE were 0.565 and 2.31 μM (MDA-MB-231) and 0.121 and 1.61 μM (MDA-MB-468). The first-orders rate constants of abemaciclib absorption (k) and doxorubicin release from L_DOX (k) were estimated at 0.31 and 0.013 h. Their linear clearances were 21.7 (ABE) and 32.1 L/h (DOX). The estimated TTP for intravenous DOX (75 mg/m2 every 21 days), intravenous L_DOX (50 mg/m every 28 days), and oral ABE (200 mg twice a day) were 125, 31.2, and 8.6 days shorter than drug-free control. The TTP for DOX+ABE and L_DOX+ABE were 312 days and 47.5 days shorter than control, both larger than single-agent DOX, suggesting improved activity with the DOX+ABE combination.

CONCLUSION

The developed translational systems-based PK/PD model provides an in vitro-to-clinic modeling platform for DOX+ABE in TNBC. Although model-based simulations suggest improved outcomes with combination over monotherapy, tumor relapse was not prevented with the combination. Hence, DOX+ABE may not be an effective treatment combination for TNBC.

摘要

背景

多柔比星(DOX)及其聚乙二醇化脂质体制剂(L_DOX)是三阴性乳腺癌(TNBC)的标准治疗药物。然而,对DOX的耐药性经常出现,这促使人们寻找替代治疗方法。视网膜母细胞瘤蛋白(Rb)是TNBC治疗的一个潜在药理学靶点,因为其表达与基于DOX的治疗耐药性有关。

方法

在72小时内,对Rb阳性(MDA-MB-231)和Rb阴性(MDA-MB-468)的TNBC细胞评估DOX(0.01 - 20 μM)与阿贝西利(ABE,1 - 6 μM)的联合作用。使用Compusyn软件计算DOX + ABE的联合指数(CI)。用CCK8试剂盒和酶联免疫吸附测定法测量TNBC细胞活力的时间进程以及磷酸化Rb(pRb)蛋白表达相对于对照的变化倍数。建立了一个基于细胞的药效学(PD)模型,其中pRb蛋白动力学驱动细胞活力反应。利用从文献中提取的数据建立了DOX、L_DOX和ABE的临床药代动力学(PK)模型。在将癌细胞生长比例缩放至临床TNBC肿瘤生长后,预测了DOX、ABE和DOX + ABE人体给药方案的肿瘤进展时间(TTP)。

结果

DOX与ABE的联合在MDA-MB-231细胞中具有协同作用(CI < 1),而在MDA-MB-468细胞中具有拮抗作用(CI > 1)。两种药物的最大抑制效应(Imax)均设为1。产生50% Imax的DOX和ABE药物浓度在MDA-MB-231细胞中分别为0.565和2.31 μM,在MDA-MB-468细胞中分别为0.121和1.61 μM。阿贝西利的吸收一级速率常数(k)和L_DOX中多柔比星的释放速率常数(k)估计分别为0.31和0.013 h。它们的线性清除率分别为21.7(ABE)和32.1 L/h(DOX)。静脉注射DOX(每21天75 mg/m²)、静脉注射L_DOX(每28天50 mg/m²)和口服ABE(每日两次200 mg)的估计TTP分别比无药对照短125、31.2和8.6天。DOX + ABE和L_DOX + ABE的TTP分别比对照短312天和47.5天,均长于单药DOX,表明DOX + ABE联合用药活性增强。

结论

所建立的基于转化系统的PK/PD模型为TNBC中DOX + ABE提供了一个从体外到临床的建模平台。尽管基于模型的模拟表明联合治疗比单一疗法效果更好,但联合治疗并不能预防肿瘤复发。因此,DOX + ABE可能不是TNBC的有效治疗组合。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e36e/7899308/0cb5c8377332/BCTT-13-87-g0001.jpg

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