Timing and Dosage of Anti-Cancer Drug Therapies: An Optimal Control Approach
- Prelegent(ci)
- Prof. Urszula Ledzewicz
- Afiliacja
- USA
- Termin
- 15 maja 2013 16:15
- Pokój
- p. 5820
- Seminarium
- Seminarium Zakładu Biomatematyki i Teorii Gier
A systematic study of cancer treatment requires that we take into account not only the cancerous cells and their growth, but also various
aspects of the tumor microenvironment. Its elemets include various types
of cancer cells, sensitive and resistant to the treatment, healthy
cells, tumor vasculature, immune system and more. We shell discuss
mathematical models that describe the dynamics of tumor growth in
relation to its supproting vasculature under reciprocal angiogenic
signaling. For such models, in addition to standard direct treatments
that kill cancer cells, one can introduce the second indirect treatment
by means of angiogenic inhibitors that target the tumor vasculature. A
second indirect approach is to consider the interactions between the
tumor and the immune system, inclusing tumor surveillance. Here a
classical, minimally parametrized model of tumor-immune interactions
will be discussed in connection with optimizing the treatment that
combined traditional chemotherapy with a stimulatory effect of the
immune system. We will also outline some future work on a more complex
model wich encompasses more elements of the microenvironment and
multi-target therapies. This will naturally lead to the topic of
metronomic chemotherapy, a new direction in cancer treatment where the
various aspects of the tumor microenvironment being targeted by one
cytotoxic drug applied accord to a properly chosen "metronomic" protocol
which involves between 20% and 80% MTD. It has been observed in
experimental studies that such treatment has lower toxicity, lowe drug
resistance and in addition exhibits anti-agiogenic and immune system
stimulatory effects. The challenges concerning the modeling and
mathematical analysis for metronomic chemotherapy will be addressed.