Cargando…

Metabolic activity grows in human cancers pushed by phenotypic variability

Different evolutionary processes push cancers to increasingly aggressive behaviors, energetically sustained by metabolic reprogramming. The collective signature emerging from this transition is macroscopically displayed by positron emission tomography (PET). In fact, the most readily PET measure, th...

Descripción completa

Detalles Bibliográficos
Autores principales: Bosque, Jesús J., Calvo, Gabriel F., Molina-García, David, Pérez-Beteta, Julián, García Vicente, Ana M., Pérez-García, Víctor M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950952/
https://www.ncbi.nlm.nih.gov/pubmed/36843844
http://dx.doi.org/10.1016/j.isci.2023.106118
_version_ 1784893285481840640
author Bosque, Jesús J.
Calvo, Gabriel F.
Molina-García, David
Pérez-Beteta, Julián
García Vicente, Ana M.
Pérez-García, Víctor M.
author_facet Bosque, Jesús J.
Calvo, Gabriel F.
Molina-García, David
Pérez-Beteta, Julián
García Vicente, Ana M.
Pérez-García, Víctor M.
author_sort Bosque, Jesús J.
collection PubMed
description Different evolutionary processes push cancers to increasingly aggressive behaviors, energetically sustained by metabolic reprogramming. The collective signature emerging from this transition is macroscopically displayed by positron emission tomography (PET). In fact, the most readily PET measure, the maximum standardized uptake value (SUV(max)), has been found to have prognostic value in different cancers. However, few works have linked the properties of this metabolic hotspot to cancer evolutionary dynamics. Here, by analyzing diagnostic PET images from 512 patients with cancer, we found that SUV(max) scales superlinearly with the mean metabolic activity (SUV(mean)), reflecting a dynamic preferential accumulation of activity on the hotspot. Additionally, SUV(max) increased with metabolic tumor volume (MTV) following a power law. The behavior from the patients data was accurately captured by a mechanistic evolutionary dynamics model of tumor growth accounting for phenotypic transitions. This suggests that non-genetic changes may suffice to fuel the observed sustained increases in tumor metabolic activity.
format Online
Article
Text
id pubmed-9950952
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-99509522023-02-25 Metabolic activity grows in human cancers pushed by phenotypic variability Bosque, Jesús J. Calvo, Gabriel F. Molina-García, David Pérez-Beteta, Julián García Vicente, Ana M. Pérez-García, Víctor M. iScience Article Different evolutionary processes push cancers to increasingly aggressive behaviors, energetically sustained by metabolic reprogramming. The collective signature emerging from this transition is macroscopically displayed by positron emission tomography (PET). In fact, the most readily PET measure, the maximum standardized uptake value (SUV(max)), has been found to have prognostic value in different cancers. However, few works have linked the properties of this metabolic hotspot to cancer evolutionary dynamics. Here, by analyzing diagnostic PET images from 512 patients with cancer, we found that SUV(max) scales superlinearly with the mean metabolic activity (SUV(mean)), reflecting a dynamic preferential accumulation of activity on the hotspot. Additionally, SUV(max) increased with metabolic tumor volume (MTV) following a power law. The behavior from the patients data was accurately captured by a mechanistic evolutionary dynamics model of tumor growth accounting for phenotypic transitions. This suggests that non-genetic changes may suffice to fuel the observed sustained increases in tumor metabolic activity. Elsevier 2023-02-03 /pmc/articles/PMC9950952/ /pubmed/36843844 http://dx.doi.org/10.1016/j.isci.2023.106118 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Bosque, Jesús J.
Calvo, Gabriel F.
Molina-García, David
Pérez-Beteta, Julián
García Vicente, Ana M.
Pérez-García, Víctor M.
Metabolic activity grows in human cancers pushed by phenotypic variability
title Metabolic activity grows in human cancers pushed by phenotypic variability
title_full Metabolic activity grows in human cancers pushed by phenotypic variability
title_fullStr Metabolic activity grows in human cancers pushed by phenotypic variability
title_full_unstemmed Metabolic activity grows in human cancers pushed by phenotypic variability
title_short Metabolic activity grows in human cancers pushed by phenotypic variability
title_sort metabolic activity grows in human cancers pushed by phenotypic variability
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950952/
https://www.ncbi.nlm.nih.gov/pubmed/36843844
http://dx.doi.org/10.1016/j.isci.2023.106118
work_keys_str_mv AT bosquejesusj metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability
AT calvogabrielf metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability
AT molinagarciadavid metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability
AT perezbetetajulian metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability
AT garciavicenteanam metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability
AT perezgarciavictorm metabolicactivitygrowsinhumancancerspushedbyphenotypicvariability