Modeling the uptake of fluorescent molecules into 3D cellular spheroids

Three mathematical models were developed to analyze the dynamics of fluorescent dyes penetration into 3D cellular spheroids. Two fluorescent dyes were chosen to verify mathematical models: rhodamine 6G (R6G) as a small molecule, which can freely penetrate through the cells, and wheat germ agglutinin...

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Main Authors: Rokas Astrauskas, Feliksas Ivanauskas, Greta Jarockytė, Vitalijus Karabanovas, Ričardas Rotomskis
Format: Article
Language:English
Published: Vilnius University Press 2019-09-01
Series:Nonlinear Analysis
Subjects:
Online Access:http://www.journals.vu.lt/nonlinear-analysis/article/view/14516
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author Rokas Astrauskas
Feliksas Ivanauskas
Greta Jarockytė
Vitalijus Karabanovas
Ričardas Rotomskis
author_facet Rokas Astrauskas
Feliksas Ivanauskas
Greta Jarockytė
Vitalijus Karabanovas
Ričardas Rotomskis
author_sort Rokas Astrauskas
collection DOAJ
description Three mathematical models were developed to analyze the dynamics of fluorescent dyes penetration into 3D cellular spheroids. Two fluorescent dyes were chosen to verify mathematical models: rhodamine 6G (R6G) as a small molecule, which can freely penetrate through the cells, and wheat germ agglutinin (WGA) conjugated with Alexa488 fluorescent label, which reacts with the cells plasma membrane, and its cellular penetration is significantly lower. Dye penetration and binding to cells were modeled with nonlinear diffusion–reaction equations. System of differential equations was solved using numerical methods, and good correspondence with physical experiment was shown. Diffusion coefficients in extracellular matrix were determined for both fluorescent dyes, and the influence of reactions parameters to WGA penetration was analyzed. Dynamics of dyes accumulation into cell spheroids were also determined.
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spelling doaj.art-6b24c56e87724a989c6955be17dc3cc12022-12-22T02:49:47ZengVilnius University PressNonlinear Analysis1392-51132335-89632019-09-0124510.15388/NA.2019.5.9Modeling the uptake of fluorescent molecules into 3D cellular spheroidsRokas Astrauskas0Feliksas Ivanauskas1Greta Jarockytė2Vitalijus Karabanovas3Ričardas Rotomskis4Vilnius UniversityVilnius UniversityNational Cancer InstituteNational Cancer Institute / Vilnius Gediminas Technical UniversityNational Cancer Institute / Vilnius UniversityThree mathematical models were developed to analyze the dynamics of fluorescent dyes penetration into 3D cellular spheroids. Two fluorescent dyes were chosen to verify mathematical models: rhodamine 6G (R6G) as a small molecule, which can freely penetrate through the cells, and wheat germ agglutinin (WGA) conjugated with Alexa488 fluorescent label, which reacts with the cells plasma membrane, and its cellular penetration is significantly lower. Dye penetration and binding to cells were modeled with nonlinear diffusion–reaction equations. System of differential equations was solved using numerical methods, and good correspondence with physical experiment was shown. Diffusion coefficients in extracellular matrix were determined for both fluorescent dyes, and the influence of reactions parameters to WGA penetration was analyzed. Dynamics of dyes accumulation into cell spheroids were also determined.http://www.journals.vu.lt/nonlinear-analysis/article/view/14516diffusion reaction equations,cellular spheroidsrhodamine 6Gwheat germ agglutininmathematical modeling
spellingShingle Rokas Astrauskas
Feliksas Ivanauskas
Greta Jarockytė
Vitalijus Karabanovas
Ričardas Rotomskis
Modeling the uptake of fluorescent molecules into 3D cellular spheroids
Nonlinear Analysis
diffusion reaction equations,
cellular spheroids
rhodamine 6G
wheat germ agglutinin
mathematical modeling
title Modeling the uptake of fluorescent molecules into 3D cellular spheroids
title_full Modeling the uptake of fluorescent molecules into 3D cellular spheroids
title_fullStr Modeling the uptake of fluorescent molecules into 3D cellular spheroids
title_full_unstemmed Modeling the uptake of fluorescent molecules into 3D cellular spheroids
title_short Modeling the uptake of fluorescent molecules into 3D cellular spheroids
title_sort modeling the uptake of fluorescent molecules into 3d cellular spheroids
topic diffusion reaction equations,
cellular spheroids
rhodamine 6G
wheat germ agglutinin
mathematical modeling
url http://www.journals.vu.lt/nonlinear-analysis/article/view/14516
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AT gretajarockyte modelingtheuptakeoffluorescentmoleculesinto3dcellularspheroids
AT vitalijuskarabanovas modelingtheuptakeoffluorescentmoleculesinto3dcellularspheroids
AT ricardasrotomskis modelingtheuptakeoffluorescentmoleculesinto3dcellularspheroids