• 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