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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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 |
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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 |
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