A Multiscale Model for Avascular Tumor Growth

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Multiscale Modeling of Avascular Tumor Growth Jelena Pjesivac-Grbovic Theoretical Division 7, LANL Ramapo college of New Jersey University of Tennessee,
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A Multiscale Model for Avascular Tumor Growth Yi Jiang, Jelena Pjesivac-Grbovic, Charles Cantrell, James P. Freyer  Biophysical Journal  Volume 89, Issue 6, Pages 3884-3894 (December 2005) DOI: 10.1529/biophysj.105.060640 Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 1 Illustration of the morphology and proliferative status of cells in multicellular spheroids of the EMT6/Ro cell line. (A) Histological cross-section (optical microscopic image) through the center of a spheroid ∼1200μm in diameter stained with eosin and hematoxalin, showing the viable rim of cells (red) and the necrotic center (orange). (B) Diagram illustrating the relative distributions of proliferating (green, P) and quiescent (red, Q) cells and central necrosis (gray, N) in a spheroid, relative to the gradients in nutrients and waste products. There is not actually a sharp demarcation between proliferating and quiescent cells as is the case for viable/necrotic boundary; rather, the fraction of proliferating cells decreases continuously across the viable cell rim. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 2 Simplified protein regulatory network for the G1-S phase transition. The G1 phase consists of six stages (six levels of grayscale). Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 3 Flow chart of the model showing the integration between the intra-, inter-, and extracellular levels. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 4 From simulation, cross-sectional view of a spheroid at different stages of development, with cyan, yellow, and magenta correspond to proliferating, quiescent, and necrotic cells. From left to right, 2 days, 10 days, and 18 days of tumor development, respectively, from a single cell. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 5 The growth curves of spheroid with 0.08mM O2 and 5.5mM glucose in the medium. (a) The number of cells and (b) the volume of spheroid in time. The solid diamonds and squares are experimental data for EMT6/Ro, the circles are simulation results. The solid lines are the best fit with a Gompertz function (see text) for experimental data. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 6 Cell-cycle fraction as a function of time with 0.08mM O2 and 5.5mM glucose in the medium. Solid symbols are experimental measurements from the EMT6/Ro cell line; open symbols are the corresponding simulation. (Red lines indicate G1-phase, black lines indicate S-phase, and blue lines indicate the G2-phase.) Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 7 Size of viable rim versus spheroid diameter with 0.08mM O2 and 5.5mM glucose in the medium. After initial linear growth, viable rim thickness reaches approximately constant value. Solid symbols are experimental data from the EMT6/Ro cell line; open symbols are simulation results. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions

Figure 8 The growth curves of spheroid with 0.28mM O2 and 16.5mM glucose in the medium: (a) the number of cells and (b) the volume of spheroid in time. The solid diamonds and squares are experimental data for EMT6/Ro; open circles are simulation results. The solid lines are the best fit with a Gompertz function to the experimental data. Biophysical Journal 2005 89, 3884-3894DOI: (10.1529/biophysj.105.060640) Copyright © 2005 The Biophysical Society Terms and Conditions