Faculty of Pharmacy, Université de Montréal, Montreal, Québec, Canada.
Centre de recherches mathématiques, Université de Montréal, Montreal, Québec, Canada.
Pharmacology. 2021;106(9-10):542-550. doi: 10.1159/000518037. Epub 2021 Aug 4.
To mitigate the risk of neutropenia during chemotherapy treatment of triple-negative breast cancer, prophylactic and supportive therapy with granulocyte colony-stimulating factor (G-CSF) is administered concomitant to chemotherapy. The proper timing of combined chemotherapy and G-CSF is crucial for treatment outcomes.
Leveraging our established mathematical model of neutrophil production by G-CSF, we developed quantitative systems pharmacology (QSP) framework to investigate how modulating chemotherapy dose frequency and intensity can maximize antitumour effects. To establish schedules that best control tumour size while minimizing neutropenia, we combined Gompertzian tumour growth with pharmacokinetic/pharmacodynamic models of doxorubicin and G-CSF, and our QSP model of neutrophil production.
We optimized a range of chemotherapeutic cycle lengths and dose sizes to establish regimens that simultaneously reduced tumour burden while minimizing neutropenia. Our results suggest that cytotoxic chemotherapy with doxorubicin 45 mg/m2 every 14 days provides effective control of tumour growth while mitigating neutropenic risks.
This work suggests future avenues for optimal regimens of chemotherapy with prophylactic G-CSF support. Importantly, the algorithmic approach that we developed can aid in balancing the anticancer and the neutropenic effects of both drugs, and therefore contributes to rational considerations in clinical decision-making in triple-negative breast cancer.
为了降低三阴性乳腺癌化疗中性粒细胞减少的风险,在化疗的同时给予粒细胞集落刺激因子(G-CSF)进行预防性和支持性治疗。联合化疗和 G-CSF 的适当时机对治疗结果至关重要。
利用我们建立的 G-CSF 产生中性粒细胞的数学模型,我们开发了定量系统药理学(QSP)框架,以研究如何调整化疗剂量频率和强度以最大限度地提高抗肿瘤效果。为了在最小化中性粒细胞减少的同时控制肿瘤大小,我们将 Gompertzian 肿瘤生长与多柔比星和 G-CSF 的药代动力学/药效动力学模型以及我们的中性粒细胞生成 QSP 模型相结合。
我们优化了一系列化疗周期长度和剂量大小,以建立既能降低肿瘤负担又能最小化中性粒细胞减少的方案。我们的结果表明,每 14 天用 45 mg/m2 多柔比星进行细胞毒性化疗可有效控制肿瘤生长,同时减轻中性粒细胞减少的风险。
这项工作为预防性 G-CSF 支持的化疗最佳方案提供了未来的途径。重要的是,我们开发的算法方法可以帮助平衡两种药物的抗癌和中性粒细胞减少作用,因此有助于在三阴性乳腺癌的临床决策中进行合理考虑。