title: A multiphase model for three-dimensional tumor growth.
abstract: Several mathematical formulations have analyzed the time-dependent behaviour of a tumor mass. However, most of these propose simplifications that compromise the physical soundness of the model. Here, multiphase porous media mechanics is extended to model tumor evolution, using governing equations obtained via the Thermodynamically Constrained Averaging Theory (TCAT). A tumor mass is treated as a multiphase medium composed of an extracellular matrix (ECM); tumor cells (TC), which may become necrotic depending on the nutrient concentration and tumor phase pressure; healthy cells (HC); and an interstitial fluid (IF) for the transport of nutrients. The equations are solved by a Finite Element method to predict the growth rate of the tumor mass as a function of the initial tumor-to-healthy cell density ratio, nutrient concentration, mechanical strain, cell adhesion and geometry. Results are shown for three cases of practical biological interest such as multicellular tumor spheroids (MTS) and tumor cords. First, the model is validated by experimental data for time-dependent growth of an MTS in a culture medium. The tumor growth pattern follows a biphasic behaviour: initially, the rapidly growing tumor cells tend to saturate the volume available without any significant increase in overall tumor size; then, a classical Gompertzian pattern is observed for the MTS radius variation with time. A core with necrotic cells appears for tumor sizes larger than 150 μm, surrounded by a shell of viable tumor cells whose thickness stays almost constant with time. A formula to estimate the size of the necrotic core is proposed. In the second case, the MTS is confined within a healthy tissue. The growth rate is reduced, as compared to the first case - mostly due to the relative adhesion of the tumor and healthy cells to the ECM, and the less favourable transport of nutrients. In particular, for tumor cells adhering less avidly to the ECM, the healthy tissue is progressively displaced as the malignant mass grows, whereas tumor cell infiltration is predicted for the opposite condition. Interestingly, the infiltration potential of the tumor mass is mostly driven by the relative cell adhesion to the ECM. In the third case, a tumor cord model is analyzed where the malignant cells grow around microvessels in a 3D geometry. It is shown that tumor cells tend to migrate among adjacent vessels seeking new oxygen and nutrient. This model can predict and optimize the efficacy of anticancer therapeutic strategies. It can be further developed to answer questions on tumor biophysics, related to the effects of ECM stiffness and cell adhesion on tumor cell proliferation.
authors.affiliation: Department of Civil, Environmental and Architectural Engineering, University of Padua, Italy ; Laboratoire de Mécanique et Technologie, Ecole Normale Supérieure de Cachan, France.
authors.forename: G
authors.initials: G
authors.lastname: Sciumè
authors.affiliation: Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, USA.
authors.forename: S
authors.initials: S
authors.lastname: Shelton
authors.affiliation: Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, USA.
authors.forename: Wg
authors.initials: W
authors.lastname: Gray
authors.affiliation: Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, USA.
authors.forename: Ct
authors.initials: C
authors.lastname: Miller
authors.affiliation: Department of Mechanical Engineering, University of Houston, USA ; Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, USA.
authors.forename: F
authors.initials: F
authors.lastname: Hussain
authors.affiliation: Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, USA ; Department of Medicine, Weill Cornell Medical College of Cornell University, New York, USA.
authors.forename: M
authors.initials: M
authors.lastname: Ferrari
authors.affiliation: Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, USA ; Department of Translational Imaging, The Methodist Hospital Research Institute, Houston, USA.
authors.forename: P
authors.initials: P
authors.lastname: Decuzzi
authors.affiliation: Department of Civil, Environmental and Architectural Engineering, University of Padua, Italy ; Department of Nanomedicine, The Methodist Hospital Research Institute, Houston, USA.
authors.forename: Ba
authors.initials: B
authors.lastname: Schrefler
keywords: Finite Elements; cell adhesion; multiphase systems; porous mechanics; tumor cord; tumor growth; tumor spheroid