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The conjecture of carrying capacity in cancer: Thermodynamic implications

Giulia Grisolia et al · Accademia Peloritana dei Pericolanti · 2026

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In this study, we explore Deisboeck and Z. Wang's conjecture from 2007, which establishes a quantitative relationship between the spatial expansion of tumours and the volume constraints as well as functional variations of the surrounding host tissue. By integrating the physical properties of cells into this mechanistic framework, we provide a robust thermodynamic interpretation based on cellular internal energy. Our findings decisively characterise the conditions that facilitate coexistence between tumours and host organs at first, while also identifying the factors that eventually drive the competitive transformation of tumour cells through spatial dissemination-specifically, local invasion into healthy tissue followed by distant metastasis. We underscore the critical necessity of vascularisation from an energetic perspective and highlight the existence of an `entropy threshold' for cancer invasion, which mirrors a phase transition in physics, as revealed through the application of the second law of thermodynamics.

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APA 7

al, G. G. E. (2026). The conjecture of carrying capacity in cancer: Thermodynamic implications. https://doi.org/10.1478/AAPP.1041A1

MLA

al, Giulia Grisolia et. "The conjecture of carrying capacity in cancer: Thermodynamic implications." 2026. https://doi.org/10.1478/AAPP.1041A1.

Chicago

al, Giulia Grisolia et. 2026. "The conjecture of carrying capacity in cancer: Thermodynamic implications.". https://doi.org/10.1478/AAPP.1041A1.

Harvard

al, G. G. E. 2026, The conjecture of carrying capacity in cancer: Thermodynamic implications, Accademia Peloritana dei Pericolanti, available at: https://doi.org/10.1478/AAPP.1041A1 [Accessed 10 Aug. 2026].

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Title
The conjecture of carrying capacity in cancer: Thermodynamic implications
Author / contributors
Giulia Grisolia et al
Publisher
Accademia Peloritana dei Pericolanti
Publication year
2026
ISSN
0365-0359
ISSN
0365-0359
Language
English

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