Literature DB >> 21230684

Resistance to antitumor chemotherapy due to bounded-noise-induced transitions.

Alberto d'Onofrio1, Alberto Gandolfi.   

Abstract

Tumor angiogenesis is a landmark of solid tumor development, but it is also directly relevant to chemotherapy. Indeed, the density and quality of neovessels may influence the effectiveness of therapies based on blood-born agents. In this paper, first we define a deterministic model of antiproliferative chemotherapy in which the drug efficacy is a unimodal function of vessel density, and then we show that under constant continuous infusion therapy the tumor-vessel system may be multistable. However, the actual drug concentration profiles are affected by bounded even if possibly large fluctuations. Through numerical simulations, we show that the tumor volume may undergo transitions to the higher equilibrium value induced by the bounded noise. In case of periodically delivered boli-based chemotherapy, we model the fluctuations due to time variability of both the drug clearance rate and the distribution volume, as well as those due to irregularities in drug delivery. We observed noise-induced transitions also in case of periodic delivering. By applying a time dense scheduling with constant average delivered drug (metronomic scheduling), we observed an easier suppression of the transitions. Finally, we propose to interpret the above phenomena as an unexpected non-genetic kind of resistance to chemotherapy.

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Year:  2010        PMID: 21230684     DOI: 10.1103/PhysRevE.82.061901

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  6 in total

1.  Fine-tuning anti-tumor immunotherapies via stochastic simulations.

Authors:  Giulio Caravagna; Roberto Barbuti; Alberto d'Onofrio
Journal:  BMC Bioinformatics       Date:  2012-03-28       Impact factor: 3.169

2.  The interplay of intrinsic and extrinsic bounded noises in biomolecular networks.

Authors:  Giulio Caravagna; Giancarlo Mauri; Alberto d'Onofrio
Journal:  PLoS One       Date:  2013-02-21       Impact factor: 3.240

3.  The pharmacodynamics of the p53-Mdm2 targeting drug Nutlin: the role of gene-switching noise.

Authors:  Krzysztof Puszynski; Alberto Gandolfi; Alberto d'Onofrio
Journal:  PLoS Comput Biol       Date:  2014-12-11       Impact factor: 4.475

4.  Influence of parameter perturbations on the reachability of therapeutic target in systems with switchings.

Authors:  Magdalena Ochab; Krzysztof Puszynski; Andrzej Swierniak
Journal:  Biomed Eng Online       Date:  2017-08-18       Impact factor: 2.819

5.  Impact of bounded noise on the formation and instability of spiral wave in a 2D Lattice of neurons.

Authors:  Yuangen Yao; Haiyou Deng; Ming Yi; Jun Ma
Journal:  Sci Rep       Date:  2017-02-21       Impact factor: 4.379

6.  Gene switching rate determines response to extrinsic perturbations in the self-activation transcriptional network motif.

Authors:  Sebastiano de Franciscis; Giulio Caravagna; Giancarlo Mauri; Alberto d'Onofrio
Journal:  Sci Rep       Date:  2016-06-03       Impact factor: 4.379

  6 in total

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