Title :
Constrained intervention in a cancerous mammalian cell cycle network
Author :
Faryabi, Babak ; Vahedi, Golnaz ; Chamberland, Jean-Francois ; Datta, Aniruddha ; Dougherty, Edward R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX
Abstract :
Cancer therapy options are directed at eradicating cancerous cells. Unfortunately, cancer treatments may also damage healthy cells. The result of this damage is side effects of the treatment. It is desirable to maintain the side effects below an acceptable threshold. This goal can be facilitated by enforcing an upper bound on the expected number of treatments a patient may receive during her/his therapy. In this paper, an appropriate therapeutic policy for a mutated mammalian cell cycle is devised. This policy mitigates the side effects of the therapy by bounding the expected number of treatments received by a patient.
Keywords :
cancer; cellular biophysics; patient treatment; statistical analysis; cancer therapy side effects; cancerous mammalian cell cycle network; constrained intervention; healthy cell damage; mutated mammalian cell cycle; therapeutic policy; treatment number upper bound; Bioinformatics; Cancer; Cells (biology); Computational biology; Evolution (biology); Genomics; Intelligent networks; Medical treatment; Metastasis; Upper bound;
Conference_Titel :
Genomic Signal Processing and Statistics, 2008. GENSiPS 2008. IEEE International Workshop on
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-4244-2371-2
Electronic_ISBN :
978-1-4244-2372-9
DOI :
10.1109/GENSIPS.2008.4555669