Literature DB >> 33329756

Universal scaling laws rule explosive growth in human cancers.

Víctor M Pérez-García1, Gabriel F Calvo1, Jesús J Bosque1, Odelaisy León-Triana1, Juan Jiménez1, Julián Perez-Beteta1, Juan Belmonte-Beitia1, Manuel Valiente2, Lucía Zhu2, Pedro García-Gómez2, Pilar Sánchez-Gómez3, Esther Hernández-San Miguel3, Rafael Hortigüela3, Youness Azimzade4, David Molina-García1, Álvaro Martinez1,5, Ángel Acosta Rojas6, Ana Ortiz de Mendivil7, Francois Vallette8, Philippe Schucht9, Michael Murek9, María Pérez-Cano1, David Albillo10, Antonio F Honguero Martínez11, Germán A Jiménez Londoño12, Estanislao Arana13, Ana M García Vicente12.   

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.

Entities:  

Year:  2020        PMID: 33329756      PMCID: PMC7116451          DOI: 10.1038/s41567-020-0978-6

Source DB:  PubMed          Journal:  Nat Phys        ISSN: 1745-2473            Impact factor:   20.034


  39 in total

1.  Evolution at the Edge of Expanding Populations.

Authors:  Maxime Deforet; Carlos Carmona-Fontaine; Kirill S Korolev; Joao B Xavier
Journal:  Am Nat       Date:  2019-07-24       Impact factor: 3.926

2.  A general model for the origin of allometric scaling laws in biology.

Authors:  G B West; J H Brown; B J Enquist
Journal:  Science       Date:  1997-04-04       Impact factor: 47.728

Review 3.  The model muddle: in search of tumor growth laws.

Authors:  Philip Gerlee
Journal:  Cancer Res       Date:  2013-02-07       Impact factor: 12.701

4.  Evolutionary dynamics of tumor progression with random fitness values.

Authors:  Rick Durrett; Jasmine Foo; Kevin Leder; John Mayberry; Franziska Michor
Journal:  Theor Popul Biol       Date:  2010-05-19       Impact factor: 1.570

Review 5.  The Eighth Edition Lung Cancer Stage Classification.

Authors:  Frank C Detterbeck; Daniel J Boffa; Anthony W Kim; Lynn T Tanoue
Journal:  Chest       Date:  2016-10-22       Impact factor: 9.410

6.  Serpins promote cancer cell survival and vascular co-option in brain metastasis.

Authors:  Manuel Valiente; Anna C Obenauf; Xin Jin; Qing Chen; Xiang H-F Zhang; Derek J Lee; Jamie E Chaft; Mark G Kris; Jason T Huse; Edi Brogi; Joan Massagué
Journal:  Cell       Date:  2014-02-27       Impact factor: 41.582

7.  Natural history of petroclival meningiomas.

Authors:  Tony Van Havenbergh; Gustavo Carvalho; Marcos Tatagiba; Christiaan Plets; Madjid Samii
Journal:  Neurosurgery       Date:  2003-01       Impact factor: 4.654

8.  Metabolic scaling in solid tumours.

Authors:  E Milotti; V Vyshemirsky; M Sega; S Stella; R Chignola
Journal:  Sci Rep       Date:  2013       Impact factor: 4.379

9.  Classical mathematical models for description and prediction of experimental tumor growth.

Authors:  Sébastien Benzekry; Clare Lamont; Afshin Beheshti; Amanda Tracz; John M L Ebos; Lynn Hlatky; Philip Hahnfeldt
Journal:  PLoS Comput Biol       Date:  2014-08-28       Impact factor: 4.475

10.  Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.

Authors:  Martin Vallières; Emily Kay-Rivest; Léo Jean Perrin; Xavier Liem; Christophe Furstoss; Hugo J W L Aerts; Nader Khaouam; Phuc Felix Nguyen-Tan; Chang-Shu Wang; Khalil Sultanem; Jan Seuntjens; Issam El Naqa
Journal:  Sci Rep       Date:  2017-08-31       Impact factor: 4.379

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  6 in total

1.  A mesoscopic simulator to uncover heterogeneity and evolutionary dynamics in tumors.

Authors:  Juan Jiménez-Sánchez; Álvaro Martínez-Rubio; Anton Popov; Julián Pérez-Beteta; Youness Azimzade; David Molina-García; Juan Belmonte-Beitia; Gabriel F Calvo; Víctor M Pérez-García
Journal:  PLoS Comput Biol       Date:  2021-02-10       Impact factor: 4.475

2.  Optimal adjuvant chemotherapy completion time for stage III colon cancer: a cohort study.

Authors:  Jing-Qing Ren; Han-Shuo Zhang; Li-Hua Zhang; Qi-Guang Zhong; Fan Wu; Bai-Lin Wang; Shao-Jie Liu
Journal:  J Gastrointest Oncol       Date:  2021-08

3.  Dual-Target CAR-Ts with On- and Off-Tumour Activity May Override Immune Suppression in Solid Cancers: A Mathematical Proof of Concept.

Authors:  Odelaisy León-Triana; Antonio Pérez-Martínez; Manuel Ramírez-Orellana; Víctor M Pérez-García
Journal:  Cancers (Basel)       Date:  2021-02-09       Impact factor: 6.639

4.  Evolutionary dynamics at the tumor edge reveal metabolic imaging biomarkers.

Authors:  Juan Jiménez-Sánchez; Jesús J Bosque; Germán A Jiménez Londoño; David Molina-García; Álvaro Martínez; Julián Pérez-Beteta; Carmen Ortega-Sabater; Antonio F Honguero Martínez; Ana M García Vicente; Gabriel F Calvo; Víctor M Pérez-García
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-09       Impact factor: 11.205

5.  Simulations of tumor growth and response to immunotherapy by coupling a spatial agent-based model with a whole-patient quantitative systems pharmacology model.

Authors:  Alvaro Ruiz-Martinez; Chang Gong; Hanwen Wang; Richard J Sové; Haoyang Mi; Holly Kimko; Aleksander S Popel
Journal:  PLoS Comput Biol       Date:  2022-07-22       Impact factor: 4.779

6.  Interdisciplinary approaches to metastasis.

Authors:  Stephen W Smye; Robert A Gatenby
Journal:  iScience       Date:  2022-08-27
  6 in total

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