Cargando…

Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis

Nowadays, biomedicine is a multidisciplinary science that requires a very broad approach to the study and analysis of various phenomena essential for a better understanding of human health. This study deals with the use of numerical simulations to better understand the processes of cancer viability...

Descripción completa

Detalles Bibliográficos
Autores principales: Živanović, Marko, Gazdić Janković, Marina, Ramović Hamzagić, Amra, Virijević, Katarina, Milivojević, Nevena, Pecić, Katarina, Šeklić, Dragana, Jovanović, Milena, Kastratović, Nikolina, Mirić, Ana, Đukić, Tijana, Petrović, Ivica, Jurišić, Vladimir, Ljujić, Biljana, Filipović, Nenad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302770/
https://www.ncbi.nlm.nih.gov/pubmed/37376076
http://dx.doi.org/10.3390/pharmaceutics15061628
_version_ 1785065121912979456
author Živanović, Marko
Gazdić Janković, Marina
Ramović Hamzagić, Amra
Virijević, Katarina
Milivojević, Nevena
Pecić, Katarina
Šeklić, Dragana
Jovanović, Milena
Kastratović, Nikolina
Mirić, Ana
Đukić, Tijana
Petrović, Ivica
Jurišić, Vladimir
Ljujić, Biljana
Filipović, Nenad
author_facet Živanović, Marko
Gazdić Janković, Marina
Ramović Hamzagić, Amra
Virijević, Katarina
Milivojević, Nevena
Pecić, Katarina
Šeklić, Dragana
Jovanović, Milena
Kastratović, Nikolina
Mirić, Ana
Đukić, Tijana
Petrović, Ivica
Jurišić, Vladimir
Ljujić, Biljana
Filipović, Nenad
author_sort Živanović, Marko
collection PubMed
description Nowadays, biomedicine is a multidisciplinary science that requires a very broad approach to the study and analysis of various phenomena essential for a better understanding of human health. This study deals with the use of numerical simulations to better understand the processes of cancer viability and apoptosis in treatment with commercial chemotherapeutics. Starting from many experiments examining cell viability in real-time, determining the type of cell death and genetic factors that control these processes, a lot of numerical results were obtained. These in vitro test results were used to create a numerical model that gives us a new angle of observation of the proposed problem. Model systems of colon and breast cancer cell lines (HCT-116 and MDA-MB-231), as well as a healthy lung fibroblast cell line (MRC-5), were treated with commercial chemotherapeutics in this study. The results indicate a decrease in viability and the appearance of predominantly late apoptosis in the treatment, a strong correlation between parameters. A mathematical model was created and employed for a better understanding of investigated processes. Such an approach is capable of accurately simulating the behavior of cancer cells and reliably predicting the growth of these cells.
format Online
Article
Text
id pubmed-10302770
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103027702023-06-29 Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis Živanović, Marko Gazdić Janković, Marina Ramović Hamzagić, Amra Virijević, Katarina Milivojević, Nevena Pecić, Katarina Šeklić, Dragana Jovanović, Milena Kastratović, Nikolina Mirić, Ana Đukić, Tijana Petrović, Ivica Jurišić, Vladimir Ljujić, Biljana Filipović, Nenad Pharmaceutics Article Nowadays, biomedicine is a multidisciplinary science that requires a very broad approach to the study and analysis of various phenomena essential for a better understanding of human health. This study deals with the use of numerical simulations to better understand the processes of cancer viability and apoptosis in treatment with commercial chemotherapeutics. Starting from many experiments examining cell viability in real-time, determining the type of cell death and genetic factors that control these processes, a lot of numerical results were obtained. These in vitro test results were used to create a numerical model that gives us a new angle of observation of the proposed problem. Model systems of colon and breast cancer cell lines (HCT-116 and MDA-MB-231), as well as a healthy lung fibroblast cell line (MRC-5), were treated with commercial chemotherapeutics in this study. The results indicate a decrease in viability and the appearance of predominantly late apoptosis in the treatment, a strong correlation between parameters. A mathematical model was created and employed for a better understanding of investigated processes. Such an approach is capable of accurately simulating the behavior of cancer cells and reliably predicting the growth of these cells. MDPI 2023-05-31 /pmc/articles/PMC10302770/ /pubmed/37376076 http://dx.doi.org/10.3390/pharmaceutics15061628 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Živanović, Marko
Gazdić Janković, Marina
Ramović Hamzagić, Amra
Virijević, Katarina
Milivojević, Nevena
Pecić, Katarina
Šeklić, Dragana
Jovanović, Milena
Kastratović, Nikolina
Mirić, Ana
Đukić, Tijana
Petrović, Ivica
Jurišić, Vladimir
Ljujić, Biljana
Filipović, Nenad
Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title_full Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title_fullStr Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title_full_unstemmed Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title_short Combined Biological and Numerical Modeling Approach for Better Understanding of the Cancer Viability and Apoptosis
title_sort combined biological and numerical modeling approach for better understanding of the cancer viability and apoptosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302770/
https://www.ncbi.nlm.nih.gov/pubmed/37376076
http://dx.doi.org/10.3390/pharmaceutics15061628
work_keys_str_mv AT zivanovicmarko combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT gazdicjankovicmarina combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT ramovichamzagicamra combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT virijevickatarina combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT milivojevicnevena combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT pecickatarina combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT seklicdragana combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT jovanovicmilena combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT kastratovicnikolina combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT miricana combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT đukictijana combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT petrovicivica combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT jurisicvladimir combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT ljujicbiljana combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis
AT filipovicnenad combinedbiologicalandnumericalmodelingapproachforbetterunderstandingofthecancerviabilityandapoptosis