Evidence map›Paper›PMID 40781352›Full record

ArticleScientific reports2025

Mathematical modeling of tumor-immune dynamics: stability, control, and synchronization via fractional calculus and numerical optimization.

Safoura Rezaei Aderyani, Reza Saadati, Fatemeh Rezaei Aderyani, Osman Tunç

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Safoura Rezaei AderyaniSchool of Mathematics and Computer Science, Iran University of Science and Technology, Tehran, Iran.ORCID http://orcid.org/0000-0003-3108-6524
Reza SaadatiSchool of Mathematics and Computer Science, Iran University of Science and Technology, Tehran, Iran. rsaadati@eml.cc.ORCID http://orcid.org/0000-0002-6770-6951
Fatemeh Rezaei AderyaniSchool of Dentistry, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran.
Osman TunçDepartment of Computer Programming, Baskale Vocational School, Van Yuzuncu Yil University, 65080, Campus, Van, Turkey.ORCID http://orcid.org/0000-0003-2965-4561

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This research introduces two distinct mathematical models to investigate the interactions between the tumor-immune system, both formulated within a random (stochastic) framework. The first model employs fractal-fractional derivatives, specifically the Atangana-Baleanu operator, to analyze tumor-immune dynamics from both qualitative and quantitative perspectives. We establish the well-posedness of this model by demonstrating the existence and uniqueness of solutions through fixed point theorems and examine stability via nonlinear analysis. Numerical simulations are performed using Lagrangian-piecewise interpolation across various fractional and fractal parameters, providing visual insights into the complex interplay between immune cells and cancer cells under different conditions. The second model consists of coupled nonlinear difference equations based on the Caputo fractional operator. Its solutions' existence is guaranteed through classical fixed point theorems, and further properties such as stability, controllability, and synchronization are thoroughly explored to deepen understanding of the system's behavior. Both models are thoroughly analyzed within a stochastic setting, which considers randomness inherent in biological systems, offering a more realistic depiction of tumor-immune interactions. Numerical simulations for specific scenarios reveal the dynamic characteristics and practical implications of the models, enhancing our insights into tumor-immune processes from a probabilistic perspective.

Indexed as

Adams-Bashforth methodBiological synchronizationCancer dynamicsDiscrete-time systemsFractal-fractional derivativesFractional calculusImmunotherapy optimizationMathematical oncologyNumerical simulationOptimal control theoryStability analysisTumor-immune modeling

Identifiers

PMID40781352
PMCPMC12334635

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