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Universal scaling laws rule explosive growth inhuman cancers

Authors :
Pérez-García, Víctor M.
Calvo, Gabriel F.
Bosque, Jesús J.
León-Triana, Odelaisy
Jiménez, Juan
Pérez-Beteta, Julián
Belmonte-Beitia, Juan
Valiente, Manuel
Zhu, Lucía
García-Gómez, Pedro
Sánchez-Gómez, Pilar
Miguel, Esther Hernández-San
Hortigüela, Rafael
Azimzade, Youness
Molina-García, David
Martínez, Álvaro
Rojas, Ángel Acosta
de Mendivil, Ana Ortiz
Vallette, Francois
Schucht, Philippe
Murek, Michael
Pérez-Cano, María
Albillo, David
Martínez, Antonio F. Honguero
Londoño, Germán A. Jiménez
Arana, Estanislao
Vicente, Ana M. García
Source :
Nat.Phys. 16 (2020) 1232-1237
Publication Year :
2021

Abstract

Most physical and other natural systems are complex entities composed of a large number of interacting individual elements. It is a surprising fact that they often obey the so-called scaling laws relating an observable quantity with a measure of the size of the system. Here we describe the discovery of universal superlinear metabolic scaling laws in human cancers. This dependence underpins increasing tumour aggressiveness, due to evolutionary dynamics, which leads to an explosive growth as the disease progresses. We validated this dynamic using longitudinal volumetric data of different histologies from large cohorts of cancer patients. To explain our observations we put forward increasingly complex biologically-inspired mathematical models that captured the key processes governing tumor growth. Our models predicted that the emergence of superlinear allometric scaling laws is an inherently three-dimensional phenomenon. Moreover, the scaling laws thereby identified allowed us to define a set of metabolic metrics with prognostic value, thus providing added clinical utility to the base findings.

Details

Database :
arXiv
Journal :
Nat.Phys. 16 (2020) 1232-1237
Publication Type :
Report
Accession number :
edsarx.2104.12708
Document Type :
Working Paper
Full Text :
https://doi.org/10.1038/s41567-020-0978-6