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Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer
Targeting dysregulated Ca(2+) signaling in cancer cells is an emerging chemotherapy approach. We previously reported that store-operated Ca(2+) entry (SOCE) blockers, such as RP4010, are promising antitumor drugs for esophageal cancer. As a tyrosine kinase inhibitor (TKI), afatinib received FDA appr...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836083/ https://www.ncbi.nlm.nih.gov/pubmed/35163685 http://dx.doi.org/10.3390/ijms23031763 |
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author | Chang, Yan Funk, Marah Roy, Souvik Stephenson, Elizabeth Choi, Sangyong Kojouharov, Hristo V. Chen, Benito Pan, Zui |
author_facet | Chang, Yan Funk, Marah Roy, Souvik Stephenson, Elizabeth Choi, Sangyong Kojouharov, Hristo V. Chen, Benito Pan, Zui |
author_sort | Chang, Yan |
collection | PubMed |
description | Targeting dysregulated Ca(2+) signaling in cancer cells is an emerging chemotherapy approach. We previously reported that store-operated Ca(2+) entry (SOCE) blockers, such as RP4010, are promising antitumor drugs for esophageal cancer. As a tyrosine kinase inhibitor (TKI), afatinib received FDA approval to be used in targeted therapy for patients with EGFR mutation-positive cancers. While preclinical studies and clinical trials have shown that afatinib has benefits for esophageal cancer patients, it is not known whether a combination of afatinib and RP4010 could achieve better anticancer effects. Since TKI can alter intracellular Ca(2+) dynamics through EGFR/phospholipase C-γ pathway, in this study, we evaluated the inhibitory effect of afatinib and RP4010 on intracellular Ca(2+) oscillations in KYSE-150, a human esophageal squamous cell carcinoma cell line, using both experimental and mathematical simulations. Our mathematical simulation of Ca(2+) oscillations could fit well with experimental data responding to afatinib or RP4010, both separately or in combination. Guided by simulation, we were able to identify a proper ratio of afatinib and RP4010 for combined treatment, and such a combination presented synergistic anticancer-effect evidence by experimental measurement of intracellular Ca(2+) and cell proliferation. This intracellular Ca(2+) dynamic-based mathematical simulation approach could be useful for a rapid and cost-effective evaluation of combined targeting therapy drugs. |
format | Online Article Text |
id | pubmed-8836083 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88360832022-02-12 Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer Chang, Yan Funk, Marah Roy, Souvik Stephenson, Elizabeth Choi, Sangyong Kojouharov, Hristo V. Chen, Benito Pan, Zui Int J Mol Sci Article Targeting dysregulated Ca(2+) signaling in cancer cells is an emerging chemotherapy approach. We previously reported that store-operated Ca(2+) entry (SOCE) blockers, such as RP4010, are promising antitumor drugs for esophageal cancer. As a tyrosine kinase inhibitor (TKI), afatinib received FDA approval to be used in targeted therapy for patients with EGFR mutation-positive cancers. While preclinical studies and clinical trials have shown that afatinib has benefits for esophageal cancer patients, it is not known whether a combination of afatinib and RP4010 could achieve better anticancer effects. Since TKI can alter intracellular Ca(2+) dynamics through EGFR/phospholipase C-γ pathway, in this study, we evaluated the inhibitory effect of afatinib and RP4010 on intracellular Ca(2+) oscillations in KYSE-150, a human esophageal squamous cell carcinoma cell line, using both experimental and mathematical simulations. Our mathematical simulation of Ca(2+) oscillations could fit well with experimental data responding to afatinib or RP4010, both separately or in combination. Guided by simulation, we were able to identify a proper ratio of afatinib and RP4010 for combined treatment, and such a combination presented synergistic anticancer-effect evidence by experimental measurement of intracellular Ca(2+) and cell proliferation. This intracellular Ca(2+) dynamic-based mathematical simulation approach could be useful for a rapid and cost-effective evaluation of combined targeting therapy drugs. MDPI 2022-02-03 /pmc/articles/PMC8836083/ /pubmed/35163685 http://dx.doi.org/10.3390/ijms23031763 Text en © 2022 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 Chang, Yan Funk, Marah Roy, Souvik Stephenson, Elizabeth Choi, Sangyong Kojouharov, Hristo V. Chen, Benito Pan, Zui Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title | Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title_full | Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title_fullStr | Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title_full_unstemmed | Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title_short | Developing a Mathematical Model of Intracellular Calcium Dynamics for Evaluating Combined Anticancer Effects of Afatinib and RP4010 in Esophageal Cancer |
title_sort | developing a mathematical model of intracellular calcium dynamics for evaluating combined anticancer effects of afatinib and rp4010 in esophageal cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836083/ https://www.ncbi.nlm.nih.gov/pubmed/35163685 http://dx.doi.org/10.3390/ijms23031763 |
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