Correspondence between formulations of Avrami and Gompertz equations for untreated tumor growth kinetics
DOI:
https://doi.org/10.31349/RevMexFis.66.632Keywords:
Avrami formulations, Gompertz formulations, tumor growth kinetics, fractal dimensionAbstract
The classical and modified equations of Kolmogorov-Johnson-Mehl-Avrami are compared with the equations of conventional Gompertz andMontijano-Bergues-Bory-Gompertz, in the frame of growth kinetics of tumors. For this, different analytical and numerical criteria are used
to demonstrate the similarity between them, in particular the distance of Hausdorff. The results show that these equations are similar from
the mathematical point of view and the parameters of the Gompertz equation are explicitly related to those of the Avrami equation. It is
concluded that Modified Kolmogorov-Johnson-Mehl-Avrami and Montijano-Bergues-Bory-Gompertz equations can be used to describe the
growth kinetics of unperturbed tumors.
References
M. M. González, J. A. G. Joa, L. E. B. Cabrales, A. E. B.
Pupo, B. Schneider, S. Kondakci, J. B. Reyes, H. M. C. Ciria,
M. V. Jarque, M. A. O. Mateus, T. R. González, S. C. A.
Brooks, J. L. H. Cáceres, and G. V. S. González, Is cancer
a pure growth curve or does it follow a kinetics of dynamical
structural transformation?, BMC Cancer 17 (2017) 174,
https://doi.org/10.1186/s12885-017-3159-y.
A. R. S. Castañeda, E. Ramirez-Torres, N. A. V. Goris, M. M.
González, J. B. Reyes, V. G. S. González, M. Schonbek, J. I.
Montijano, and L. E. B. Cabrales, New formulation of the
Gompertz equation to describe the kinetics of untreated tumors,
Plos One 2019; 14, e0224978.
M. M. González, D. F. Morales, L. E. B. Cabrales, D. J. Pérez, J. I. Montijano, A. R. S. Castañeda, V. G. S. González, O. O. Posada, J.A. Martínez, A. G. Delgado, K. G. Martínez, M. L. Mon, K. L. Monzón, H. M. C. Ciria, E. O. Beatón, S. C. A.
Brooks, T. R. González, M. V. Jarque, M. A. O. Mateus, J. L.
G. Rodríguez, and E. M. Calzado, Dose-response study for the
highly aggressive and metastatic primary F3II mammary carcinoma under direct current. Bioelectromagnetics 2018; 39, 460.
CS273: Algorithms for Structure and Motion in Biology,
(Stanford University, Stanford, California, 2004). Available
from: http://web.stanford.edu/class/cs273/
scribing/2004/class8/scribe8.pdf.
D. P. Huttenlocher, G. A. Klanderman, and W. J. Rucklidg Comparing images using the Hausdorff distance. IEEE Trans.
Pattern Anal. Mach. Intell. 1993; 15, 850.
N. Olea, M. Villalobos, M. I. Nunez, J. Elvira, J. R. de Almodovar, and V. Pedraza Evaluation of the growth rate of MCF-7 breast cancer multicellular spheroids using three mathematical models. Cell proliferation 1994; 27, 213.
M. Molski, and J. Konarski Coherent states of Gompertzian
growth. Phys. Rev. E 2003; 68, 021916.
C. Voutouri, F. Mpekris, P. Papageorgis, A. D. Odysseos, and
T. Stylianopoulos Role of constitutive behavior and tumor-host
mechanical interactions in the state of stress and growth of solid tumors. PloS One 2014; 9, e104717.
A. Rubiano, D. Delitto, S. Han, M. Gerber, C. Galitz, J.
Trevino, R. M. Thomash, S. J. Hughesb, and C. S. Simmons
Viscoelastic properties of human pancreatic tumors and in vitro
constructs to mimic mechanical properties. Acta biomaterialia
; 67, 331.
J. Fenner, A. C. Stacer, F. Winterroth, T. D. Johnson, K. E.
Luker, and G. D. Luker Macroscopic stiffness of breast tumors
predicts metastasis. Sci. Rep. 2014; 4, 5512.
C. Voutouri, and T. Stylianopoulos Accumulation of mechanical forces in tumors is related to hyaluronan content and tissue stiffness. PloS One 2018; 13, e0193801.
V. G. Vaidya, F. J. Alexandro FJ, J. Biomed. Comput. 13 (1982) 19.
M. Marusic, Z. Bajzer, S. V. Vuk-Pavlovic, Bull. Math. Biol.
(1994) 617.
M. Marusic, Math. Commun. 1 (1996) 175.
D. Miklavcic, T. Jarm, R. Karba, G. Sersa, Math. Simul. Comp. 39 (1995) 597.
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