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Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors
Several studies have shown that pediatric patients have an increased risk of developing a secondary malignancy several decades after treatment with radiotherapy and chemotherapy. In this work, we use a biologically motivated mathematical formalism to estimate the relative risks of breast, lung and t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5615334/ https://www.ncbi.nlm.nih.gov/pubmed/28878202 http://dx.doi.org/10.3390/cancers9090119 |
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author | Manem, Venkata S.K. Grassberger, Clemens Paganetti, Harald |
author_facet | Manem, Venkata S.K. Grassberger, Clemens Paganetti, Harald |
author_sort | Manem, Venkata S.K. |
collection | PubMed |
description | Several studies have shown that pediatric patients have an increased risk of developing a secondary malignancy several decades after treatment with radiotherapy and chemotherapy. In this work, we use a biologically motivated mathematical formalism to estimate the relative risks of breast, lung and thyroid cancers in childhood cancer survivors due to concurrent therapy regimen. This model specifically includes possible organ-specific interaction between radiotherapy and chemotherapy. The model predicts relative risks for developing secondary cancers after chemotherapy in breast, lung and thyroid tissues, and compared with the epidemiological data. For a concurrent therapy protocol, our model predicted relative risks of 3.2, 9.3, 4.5 as compared to the clinical data, i.e., 1.4, 8.0, 2.3 for secondary breast, lung and thyroid cancer risks, respectively. The extracted chemotherapy mutation induction rates for breast, lung and thyroid are 10(−9), 0.5 × 10(−6), 0.9 × 10(−7) respectively. We found that there exists no synergistic interaction between radiation and chemotherapy for neither mutation induction nor cell kill in lung tissue, but there is an interaction in cell kill for the breast and thyroid organs. These findings help understand the risks of current clinical protocols and might provide rational guidance to develop future multi-modality treatment protocols to minimize secondary cancer risks. |
format | Online Article Text |
id | pubmed-5615334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-56153342017-09-28 Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors Manem, Venkata S.K. Grassberger, Clemens Paganetti, Harald Cancers (Basel) Article Several studies have shown that pediatric patients have an increased risk of developing a secondary malignancy several decades after treatment with radiotherapy and chemotherapy. In this work, we use a biologically motivated mathematical formalism to estimate the relative risks of breast, lung and thyroid cancers in childhood cancer survivors due to concurrent therapy regimen. This model specifically includes possible organ-specific interaction between radiotherapy and chemotherapy. The model predicts relative risks for developing secondary cancers after chemotherapy in breast, lung and thyroid tissues, and compared with the epidemiological data. For a concurrent therapy protocol, our model predicted relative risks of 3.2, 9.3, 4.5 as compared to the clinical data, i.e., 1.4, 8.0, 2.3 for secondary breast, lung and thyroid cancer risks, respectively. The extracted chemotherapy mutation induction rates for breast, lung and thyroid are 10(−9), 0.5 × 10(−6), 0.9 × 10(−7) respectively. We found that there exists no synergistic interaction between radiation and chemotherapy for neither mutation induction nor cell kill in lung tissue, but there is an interaction in cell kill for the breast and thyroid organs. These findings help understand the risks of current clinical protocols and might provide rational guidance to develop future multi-modality treatment protocols to minimize secondary cancer risks. MDPI 2017-09-06 /pmc/articles/PMC5615334/ /pubmed/28878202 http://dx.doi.org/10.3390/cancers9090119 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Manem, Venkata S.K. Grassberger, Clemens Paganetti, Harald Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title | Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title_full | Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title_fullStr | Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title_full_unstemmed | Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title_short | Predicting Organ-Specific Risk Interactions between Radiation and Chemotherapy in Secondary Cancer Survivors |
title_sort | predicting organ-specific risk interactions between radiation and chemotherapy in secondary cancer survivors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5615334/ https://www.ncbi.nlm.nih.gov/pubmed/28878202 http://dx.doi.org/10.3390/cancers9090119 |
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