Mathematical modelling of magnetic field and nanoparticle effects on calcium signalling in malignant esophageal cells

<i>Purpose.</i>This study aimed to develop a mathematical model investigating how low-frequency magnetic fields and magnetic nanoparticles theoretically affect calcium signalling in esophageal squamous cell carcinoma (ESCC) cells through mechanosensitive channel activation.<i>Methods.</i>We modified the Chang model to incorporate magnetic field-induced membrane shear stress mechanisms, simulating intracellular calcium dynamics using ordinary differential equations in Python and Julia. The model examined rotating magnetic fields at 25 mT across frequencies from 0 to 1.7<i>π</i>mHz, analyzing calcium oscillation patterns and their potential effects on mitogen-activated protein kinase (MAPK) signalling pathways.<i>Results.</i>Simulations demonstrated that low-frequency rotating magnetic fields at 1.7<i>π</i>mHz and lower frequencies disrupted normal calcium oscillations, creating inter-burst periods of at least 588.2 seconds. This minimum period exceeds the sensitivity threshold of MAPK signalling (1.7-17 mHz), suggesting potential inhibition of proliferation pathways dependent on calcium oscillation frequency. The model predicted reduced oscillation magnitude and altered temporal dynamics compared to control conditions.<i>Conclusions.</i>The mathematical framework provides theoretical foundation for magnetic field interactions with cellular calcium dynamics through mechanosensitive channels, offering conceptual basis for potential therapeutic applications. All findings require comprehensive experimental validation before any clinical implications can be considered.

Authors

Institutions

Publication Details

Journal
Biomedical Physics & Engineering Express
Published
2025-10-09
DOI
https://doi.org/10.1088/2057-1976/ae1140
Primary Topic
Nanoparticle-Based Drug Delivery
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mathematical modelling of magnetic field and nanoparticle effects on calcium signalling in malignant esophageal cells

Oksana Gorobets, Svitlana Gorobets, Yevhen Salatskyi
Biomedical Physics & Engineering Express
Nanoparticle-Based Drug Delivery
article

Mathematical modelling of magnetic field and nanoparticle effects on calcium signalling in malignant esophageal cells

Oksana Gorobets, Svitlana Gorobets, Yevhen Salatskyi
article en

Abstract

<i>Purpose.</i>This study aimed to develop a mathematical model investigating how low-frequency magnetic fields and magnetic nanoparticles theoretically affect calcium signalling in esophageal squamous cell carcinoma (ESCC) cells through mechanosensitive channel activation.<i>Methods.</i>We modified the Chang model to incorporate magnetic field-induced membrane shear stress mechanisms, simulating intracellular calcium dynamics using ordinary differential equations in Python and Julia. The model examined rotating magnetic fields at 25 mT across frequencies from 0 to 1.7<i>π</i>mHz, analyzing calcium oscillation patterns and their potential effects on mitogen-activated protein kinase (MAPK) signalling pathways.<i>Results.</i>Simulations demonstrated that low-frequency rotating magnetic fields at 1.7<i>π</i>mHz and lower frequencies disrupted normal calcium oscillations, creating inter-burst periods of at least 588.2 seconds. This minimum period exceeds the sensitivity threshold of MAPK signalling (1.7-17 mHz), suggesting potential inhibition of proliferation pathways dependent on calcium oscillation frequency. The model predicted reduced oscillation magnitude and altered temporal dynamics compared to control conditions.<i>Conclusions.</i>The mathematical framework provides theoretical foundation for magnetic field interactions with cellular calcium dynamics through mechanosensitive channels, offering conceptual basis for potential therapeutic applications. All findings require comprehensive experimental validation before any clinical implications can be considered.

Biomedical Physics & Engineering ExpressVol. 11(6)
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (UA)
Openalex Percentile: Top 82%
Nanoparticle-Based Drug Delivery
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mathematical modelling of magnetic field and nanoparticle effects on calcium signalling in malignant esophageal cells — Oksana Gorobets, Svitlana Gorobets, et al. · Biomedical Physics & Engineering Express (2025) | TGRS Research Map | TGRS