Математическая модель от пермских ученых предскажет заживление ран и развитие онкологии

New Development from Perm Polytechnic Will Help Study Cell Behavior More Accurately in Cases of Injury and Oncology

Scientists from Perm National Research Polytechnic University (PNRPU) have created a mathematical model that allows for detailed study of how epithelial cells rearrange under mechanical stress. This model can be used both to study wound healing processes and to analyze the mechanisms of cancer development. The research results are published in the "Russian Journal of Biomechanics".

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Epithelial tissues are constantly subjected to mechanical loads — stretching, compression, damage. To maintain integrity, cells change shape and relative position — this process is called repacking. In a healthy body, it promotes rapid wound healing, but in cancer, the same mechanism fails: cells lose contact with each other, begin to divide uncontrollably, and form a tumor.

Existing models of cell behavior are often too simplistic and do not take into account key factors such as changes in cell shape, chemical signals between them, and the characteristics of different tissue types. The development of Perm scientists is free from these shortcomings.

We used an advanced vertex model, which describes cells as polygons connected by vertices (points) and capable of changing their shape and size depending on interaction with neighbors. This is a set of equations that allow us to calculate the elasticity of biological elements, the mechanical forces acting on them – for example, tissue stretching – and the chemical signals they exchange.
Maxim Buzmakov, Junior Researcher at the Department of Applied Physics, PNRPU

The model has already been tested on clinical trial data and has shown high accuracy. It will help:

  • Predict tissue healing after surgery or trauma.
  • Investigate the mechanisms of metastasis in oncology.
  • Optimize the development of medical implants and prostheses.
Special attention should be paid to intercalation — this is the name of the ability of tissue elements to change their position relative to neighbors. We investigated a large range of values for this parameter. Its most optimal value was established (dint = 0.40), at which the most stable state of the epithelium is achieved, that is, the tissue behaves most naturally and stably, as in a healthy body.
Ivan Krasnyakov, Associate Professor, Researcher at the Department of Applied Physics, PNRPU, Candidate of Physical and Mathematical Sciences

The development opens up new opportunities for biomedical research, including the study of cancerous tumors. In the future, the model can be refined for personalized medicine, allowing predicting the reaction of a particular patient's tissues to treatment.

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