Mathematical model of optimal control for endometrial cancer with treatments dostarlimab and chemotherapy using Caputo derivative

We develop a mathematical model to investigate endometrial cancer progression and treatment response under dostarlimab and chemotherapy using nonlinear ordinary differential equations ([Formula: see text]s), and extend the framework to fractional differential equations ([Formula: see text]s) with the Caputo derivative to capture memory effects. Existence and uniqueness of solutions are established via the Banach fixed-point theorem, and stability analysis is performed using the Routh-Hurwitz criteria. An optimal control framework is formulated to evaluate single and combined therapies under both [Formula: see text] and [Formula: see text] settings. Numerical simulations are carried out in MATLAB, employing the ode45 solver for [Formula: see text] systems and the fde12 solver for [Formula: see text] systems. Results indicate that dostarlimab monotherapy is more effective than chemotherapy alone, while combined therapy achieves the greatest reduction in cancer cells and the strongest activation of CD8+ T-cells. The [Formula: see text] model provides faster tumor reduction and higher immune activation, whereas the [Formula: see text] model achieves lower overall therapeutic cost by balancing tumor reduction with reduced drug usage. These findings highlight the potential of optimal control strategies particularly combined therapy for improving treatment outcomes in endometrial cancer management.

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Publication Details

Journal
Scientific Reports
Published
2025-11-11
DOI
https://doi.org/10.1038/s41598-025-23149-x
Primary Topic
Mathematical Biology Tumor Growth
Type
article
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article

Mathematical model of optimal control for endometrial cancer with treatments dostarlimab and chemotherapy using Caputo derivative

Mohammad Esmael Samei, K. Ramalakshmi
Scientific Reports
Mathematical Biology Tumor Growth
article

Mathematical model of optimal control for endometrial cancer with treatments dostarlimab and chemotherapy using Caputo derivative

Mohammad Esmael Samei, K. Ramalakshmi
article en

Abstract

We develop a mathematical model to investigate endometrial cancer progression and treatment response under dostarlimab and chemotherapy using nonlinear ordinary differential equations ([Formula: see text]s), and extend the framework to fractional differential equations ([Formula: see text]s) with the Caputo derivative to capture memory effects. Existence and uniqueness of solutions are established via the Banach fixed-point theorem, and stability analysis is performed using the Routh-Hurwitz criteria. An optimal control framework is formulated to evaluate single and combined therapies under both [Formula: see text] and [Formula: see text] settings. Numerical simulations are carried out in MATLAB, employing the ode45 solver for [Formula: see text] systems and the fde12 solver for [Formula: see text] systems. Results indicate that dostarlimab monotherapy is more effective than chemotherapy alone, while combined therapy achieves the greatest reduction in cancer cells and the strongest activation of CD8+ T-cells. The [Formula: see text] model provides faster tumor reduction and higher immune activation, whereas the [Formula: see text] model achieves lower overall therapeutic cost by balancing tumor reduction with reduced drug usage. These findings highlight the potential of optimal control strategies particularly combined therapy for improving treatment outcomes in endometrial cancer management.

Scientific ReportsVol. 15(1)
Alagappa University (IN), Bu-Ali Sina University (IR)
Openalex Percentile: Top 62%
Mathematical Biology Tumor Growth
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Mathematical model of optimal control for endometrial cancer with treatments dostarlimab and chemotherapy using Caputo derivative — Mohammad Esmael Samei, K. Ramalakshmi · Scientific Reports (2025) | TGRS Research Map | TGRS