Revealing endogenous conditions for Peto’s paradox via an ordinary differential equation model

Author:

Kan Haichun,Chen YuORCID

Abstract

AbstractCancer, a disease intimately linked to cellular mutations, is commonly believed to exhibit a positive association with the cell count and lifespan of a species. Despite this assumption, the observed uniformity in cancer rates across species, referred to as the Peto’s paradox, presents a conundrum. Recognizing that tumour progression is not solely dependent on cancer cells but involves intricate interactions among various cell types, this study employed a Lotka-Volterra (LV) ordinary differential equation model to analyze the evolution of cancerous cells and the cancer incidence in an immune environment. As a result, this study uncovered the sufficient conditions underlying the absence of correlation in Peto’s paradox and provide insights into the reasons for the equitable distribution of cancer incidence across diverse species by applying nondimensionalization and drawing an analogy between the characteristic time interval for the variation of cell populations in the ODE model and that of cell cycles of a species.

Funder

The University of Tokyo

Publisher

Springer Science and Business Media LLC

Reference39 articles.

1. Abegglen LM, Caulin AF, Chan A, Lee K, Robinson R, Campbell MJ, Kiso WK, Schmitt DL, Waddell PJ, Bhaskara S, Jensen ST, Maley CC, Schiffman JD (2015) Potential mechanisms for cancer resistance in elephants and comparative cellular response to DNA damage in humans. JAMA 314(17):1850. https://doi.org/10.1001/jama.2015.13134

2. Alharbi SA, Rambely AS (2020) A new ODE-based model for tumor cells and immune system competition. Mathematics 8(8):1285. https://doi.org/10.3390/math8081285

3. Bairoch A (2018) The cellosaurus, a cell-line knowledge resource. J Biomol Tech 29(2):25–38. https://doi.org/10.7171/jbt.18-2902-002

4. Bjornson-Hooper ZB, Fragiadakis GK, Spitzer MH, Chen H, Madhireddy D, Hu K, Lundsten K, McIlwain DR, Nolan GP (2022) A comprehensive atlas of immunological differences between humans, mice, and non-human primates. Front Immunol 13:867015. https://doi.org/10.3389/fimmu.2022.867015

5. Cagan A, Baez-Ortega A, Brzozowska N, Abascal F, Coorens THH, Sanders MA, Lawson AB, Harvey L, Bhosle SG, Jones DR, Alcantara RE, Butler T, Hooks Y, Roberts K, Anderson E, Lunn S, Flach EJ, Spiro S, Januszczak I, Wrigglesworth E, Jenkins H, Dallas T, Masters N, Perkins MW, Deaville R, Druce M, Bogeska R, Milsom MD, Neumann B, Gorman F, Constantino-Casas F, Peachey L, Bochynska D, St E, Smith J, Gerstung M, Campbell PJ, Murchison EP, Stratton MR, Martincorena I (2022) Somatic mutation rates scale with lifespan across mammals. Nature 604(7906):517–524. https://doi.org/10.1038/s41586-022-04618-z

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