The Journal of Open Source SoftwareBioengineeringPeer-reviewed journal article
MetaSpread: A cancer growth and metastatic spread simulation program in Python
Abstract
We develop and provide MetaSpread, an open-source simulation package and interactive program in Python for tumor growth and metastatic spread, based on a mathematical model by Franssen et al. (2019). This paper proposed a hybrid modeling and computational framework where cellular growth and metastatic spread are described and simulated in a spatially explicit manner, accounting for stochastic individual cell dynamics and deterministic dynamics of abiotic factors. This model incorporates several key processes such as the growth and movement of epithelial and mesenchymal cells, the role of the extracellular matrix, diffusion, haptotaxis, circulation and survival of cancer cells in the vasculature, and seeding and growth in secondary sites. In the software that we develop, these growth and metastatic dynamics are programmed using MESA, a Python Package for Agent-based modeling (Masad & Kazil, 2015).
- research focus: drug response / drug discovery
- research focus: benchmarking
- research focus: software / tool
- approach: deep learning
- approach: statistical model
- Citations
- 2
- FWCI
- 1.06
- Field percentile
- top 31%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A mathematical framework for modelling the metastatic spread of cancer
L. C. Franssen, T. Lorenzi, … M. A. Chaplain·bioRxiv·Nov 14, 2018
- A mathematical multi-organ model for bidirectional epithelial-mesenchymal transitions in the metastatic spread of cancer
L. C. Franssen, M. A. Chaplain·bioRxiv·Aug 28, 2019
- A Stochastic Model for Cancer Metastasis: Branching Stochastic Process with Settlement
- A genuinely hybrid, multiscale 3D cancer invasion and metastasis modelling framework
D. Katsaounis, N. Harbour, … N. Sfakianakis·bioRxiv·Jan 12, 2024
- Metabolic reprogramming dynamics in tumor spheroids: Insights from a multicellular, multiscale model
Mahua Roy, Stacey D. Finley·PLoS Computational BiologyPeer-reviewed·Jun 11, 2019
- Implications of Immune-Mediated Metastatic Growth on Metastatic Dormancy, Blow-Up, Early Detection, and Treatment
A. R. Rhodes, T. Hillen·bioRxiv·Oct 22, 2019