Investigating the effects of ABC transporter-based acquired drug resistance mechanisms at the cellular and tissue scale.
In this paper we systematically investigate the effects of acquired drug resistance at the cellular and tissue scale, with a specific focus on ATP-binding cassette (ABC) transporter-based mechanisms and contrast this with other representative intracellular resistance mechanisms. This is done by developing in silico models wherein the drug resistance mechanism is overlaid on a coarse-grained description of apoptosis; these cellular models are coupled with interstitial drug transport, allowing for a transparent examination of the effect of acquired drug resistances at the tissue level. While ABC transporter-mediated resistance mechanisms counteract drug effect at the cellular level, its tissue-level effect is more complicated, revealing unexpected trends in tissue response as drug stimuli are systematically varied. Qualitatively different behaviour is observed in other drug resistance mechanisms. Overall the paper (i) provides insight into the tissue level functioning of a particular resistance mechanism, (ii) shows that this is very different from other resistance mechanisms of an apparently similar type, and (iii) demonstrates a concrete instance of how the functioning of a negative feedback based cellular adaptive mechanism can have unexpected higher scale effects.
Department of Chemical Engineering, Imperial College London, South Kensington, London SW7 2AZ, UK.
Cong
C
Liu
J
J
Krishnan
Xiao Yun
XY
Xu
D018528:ATP-Binding Cassette Transporters / Q000378:metabolism*; D000818:Animals; D000970:Antineoplastic Agents / Q000494:pharmacology; D017209:Apoptosis; D001692:Biological Transport; D019295:Computational Biology / Q000379:methods; D019008:Drug Resistance, Neoplasm; D006801:Humans; D008954:Models, Biological; D009369:Neoplasms / Q000188:drug therapy*; D015398:Signal Transduction
D018528:ATP-Binding Cassette Transporters; D000970:Antineoplastic Agents