Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer. (7th July 2018)

• Record Type: Journal Article
• Authors: Curtis, Louis T.; van Berkel, Victor H.; Frieboes, Hermann B.
• Is Part Of: Journal of theoretical biology. Volume 448(2018)
• Page Start: 38
• Page End: 52
• Publication Date: 2018-07-07
• Subjects: Combination chemotherapy -- Lung cancer -- Mathematical modeling and computational simulation -- Gemcitabine and cisplatin -- Pharmacokinetics and pharmacodynamics; 2D Two-dimensional -- AUC Area-under-the-curve -- CDDP Cisplatin (cis-diamminedichloroplatinum(II)) -- dFdC Gemcitabine ((2′, 2;-difluoro 2′-deoxycytidine) -- DNA Deoxyribonucleic acid -- MTD Maximum tolerated dose -- NSCLC Non-small cell lung cancer; Biology -- Periodicals; Biological Science Disciplines -- Periodicals; Biology -- Periodicals; Biologie -- Périodiques; Theoretische biologie; Biology; Periodicals; 571.05
• DOI: 10.1016/j.jtbi.2018.03.035
• Languages: English
• ISSNs: 0022-5193

Abstract

Highlights: Establishes a framework for evaluation of tumor response to combination chemotherapy. Couples PK–PD multi-compartment models with a model of vascularized tumor growth. Simulates tumor response to multiple drug regimens for non-small cell lung cancer. Combination of MTD and metronomic drug regimens may not offer improved response. Abstract: Chemotherapy for non-small cell lung cancer (NSCLC) typically involves a doublet regimen for a number of cycles. For any particular patient, a course of treatment is usually chosen from a large number of combinational protocols with drugs in concomitant or sequential administration. In spite of newer drugs and protocols, half of patients with early disease will live less than five years and 95% of those with advanced disease survive for less than one year. Here, we apply mathematical modeling to simulate tumor response to multiple drug regimens, with the capability to assess maximum tolerated dose (MTD) as well as metronomic drug administration. We couple pharmacokinetic–pharmacodynamic intracellular multi-compartment models with a model of vascularized tumor growth, setting input parameters from in vitro data, and using the models to project potential response in vivo . This represents an initial step towards the development of a comprehensive virtual system to evaluate tumor response to combinatorial drug regimens, with the goal to more efficiently identify optimal course of treatment with patient tumor-specific data. We evaluate cisplatin and gemcitabine with clinically-relevant dosages, and simulate four treatment NSCLC scenarios combining MTD and metronomic therapy. This work thus establishes a framework for systematic evaluation of tumor response to combination chemotherapy. The results with the chosen parameter set indicate that although a metronomic regimen may provide advantage over MTD, the combination of these regimens may not necessarily offer improved response. Future model evaluation of chemotherapy possibilities may help to assess their potential value to obtain sustained NSCLC regression for particular patients, with the ultimate goal of optimizing multiple-drug chemotherapy regimens in clinical practice. Graphicalabstract :