# Tumor Growth, Proliferation and Diffusion in Osteosarcoma

**Authors:** M. I. Romero Rodríguez, J. C. Vargas Pino, E. L. Sierra-Ballén

PMC · DOI: 10.1007/s10441-025-09494-4 · Acta Biotheoretica · 2025-03-18

## TL;DR

This paper uses mathematical models to study how osteosarcoma tumors grow, spread, and proliferate in different cell lines.

## Contribution

The study applies three mathematical models to classify osteosarcoma cell lines based on growth, proliferation, and diffusion rates.

## Key findings

- Tumor growth in immunosuppressed mice follows a sublinear pattern without blow-up.
- The logistic model accurately approximates cell proliferation rates in vitro.
- A linear reaction-diffusion model describes cell line diffusion behavior.

## Abstract

Osteosarcoma is the most common primary bone cancer. According to medical and biological studies, it has a high genetic complexity, thus, to differentiate the mechanisms of appearance and evolution of this disease is a difficult task. In this paper, we use three simplest and well known mathematical models to describe the behavior of several cell lines of osteosarcoma. First, we use a potential law to describe the tumor growth in immunosuppressed mice; with it we show that the variation of tumor growth has a sublinear behavior without the blow-up phenomenon. Second, the logistic model is used to obtain a good aproximation to the rates of proliferation in cell confluency in in vitro experiments. Third, we use a linear reaction-diffusion model; with it, we describe the diffusion behavior for some cell lines. These three models allow us to give a classification of cell lines according to the rates of tumor growth and proliferation and to the diffusion coefficient. A relationship is found between the rates of the tumor growth, the diffusion coefficient and tumorigenicity. Experimental data are extracted from Lauvrak et al. (British Journal of Cancer 109(8):2228–2236, 2013).

## Linked entities

- **Diseases:** osteosarcoma (MONDO:0002623)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Diseases:** Osteosarcoma (MESH:D012516), Cancer (MESH:D009369), tumorigenicity (MESH:D002471), bone cancer (MESH:D001859)
- **Species:** Mus musculus (house mouse, species) [taxon 10090]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC11920320/full.md

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11920320/full.md

## References

8 references — full list in the complete paper: https://tomesphere.com/paper/PMC11920320/full.md

---
Source: https://tomesphere.com/paper/PMC11920320