TY - JOUR
T1 - Multiscale modelling of cancer progression and treatment control
T2 - the role of intracellular heterogeneities in chemotherapy treatment
AU - Chaplain, Mark Andrew Joseph
AU - Powathil, Gibin
PY - 2015/6
Y1 - 2015/6
N2 - Cancer is a complex, multiscale process involving interactions at intracellular, intercellular and tissue scales that are in turn susceptible to microenvironmental changes. Each individual cancer cell within a cancer cell mass is unique, with its own internal cellular pathways and biochemical interactions. These interactions contribute to the functional changes at the cellular and tissue scale, creating a heterogenous cancer cell population. Anticancer drugs are effective in controlling cancer growth by inflicting damage to various target molecules and thereby triggering multiple cellular and intracellular pathways, leading to cell death or cell-cycle arrest. One of the major impediments in the chemotherapy treatment of cancer is drug resistance driven by multiple mechanisms, including multi-drug and cell-cycle mediated resistance to chemotherapy drugs. In this article, we discuss two hybrid multiscale modelling approaches, incorporating multiple interactions involved in the sub-cellular, cellular and microenvironmental levels to study the effects of cell-cycle, phase-specific chemotherapy on the growth and progression of cancer cells.
AB - Cancer is a complex, multiscale process involving interactions at intracellular, intercellular and tissue scales that are in turn susceptible to microenvironmental changes. Each individual cancer cell within a cancer cell mass is unique, with its own internal cellular pathways and biochemical interactions. These interactions contribute to the functional changes at the cellular and tissue scale, creating a heterogenous cancer cell population. Anticancer drugs are effective in controlling cancer growth by inflicting damage to various target molecules and thereby triggering multiple cellular and intracellular pathways, leading to cell death or cell-cycle arrest. One of the major impediments in the chemotherapy treatment of cancer is drug resistance driven by multiple mechanisms, including multi-drug and cell-cycle mediated resistance to chemotherapy drugs. In this article, we discuss two hybrid multiscale modelling approaches, incorporating multiple interactions involved in the sub-cellular, cellular and microenvironmental levels to study the effects of cell-cycle, phase-specific chemotherapy on the growth and progression of cancer cells.
KW - Multiscale modelling
KW - Cell-cycle pathway
KW - Hypoxia
KW - Chemotherapy
UR - http://www.worldscientific.com/doi/abs/10.1142/S1793048015500058?src=recsys
U2 - 10.1142/S1793048015500058
DO - 10.1142/S1793048015500058
M3 - Article
SN - 1793-0480
VL - 10
SP - 97
EP - 114
JO - Biophysical Reviews and Letters
JF - Biophysical Reviews and Letters
IS - 2
ER -