Literature DB >> 25570493

Development of a diffusion-based mathematical model for predicting chemotherapy effects.

Zhihui Wang, Romica Kerketta, Yao-Li Chuang, Vittorio Cristini.   

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.

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Year:  2014        PMID: 25570493      PMCID: PMC4985527          DOI: 10.1109/EMBC.2014.6944125

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  17 in total

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Review 2.  Drug penetration in solid tumours.

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5.  Use of molecular biomarkers to quantify the spatial distribution of effects of anticancer drugs in solid tumors.

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Authors:  Zhihui Wang; Veronika Bordas; Thomas S Deisboeck
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