DocumentCode
139888
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
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
2480
Lastpage
2483
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6944125
Filename
6944125
Link To Document