Title :
Development of a diffusion-based mathematical model for predicting chemotherapy effects
Author :
Zhihui Wang ; Kerketta, Romica ; Yao-Li Chuang ; Cristini, Vittorio
Author_Institution :
Dept. of Pathology, Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
Mathematical modeling of drug transport can complement current experimental and clinical investigations to understand drug resistance mechanisms, which eventually will help to develop patient-specific chemotherapy treatments. In this paper, we present a general time- and space-dependent mathematical model based on diffusion theory for predicting chemotherapy outcome. This model has two important parameters: the blood volume fraction and radius of blood vessels divided by drug diffusion penetration length. Model analysis finds that a larger ratio of the radius of blood vessel to diffusion penetration length resulted in to a larger fraction of tumor killed, thereby leading to a better treatment outcome. Clinical translation of the model can help quantify and predict the optimal dosage size and frequency of chemotherapy for individual patients.
Keywords :
biodiffusion; blood; blood vessels; cancer; drug delivery systems; physiological models; blood vessels; blood volume fraction; chemotherapy effects; diffusion-based mathematical model; drug diffusion penetration length; drug transport; patient-specific chemotherapy; Biological system modeling; Blood vessels; Cancer; Chemotherapy; Drugs; Mathematical model; Tumors;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944125