A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT

Detalhes bibliográficos
Autor(a) principal: Da Silva, Jairo Gomes [UNESP]
Data de Publicação: 2020
Outros Autores: De Morais, Rafael Martins, Da Silva, Izabel Cristina Rodrigues, Adimy, Mostafa, De Arruda Mancera, Paulo Fernando [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1142/S0218339020500138
http://hdl.handle.net/11449/205196
Resumo: The incidence of thyroid cancer is rising all over the world, and the papillary subtype (PTC) is the primary factor for this increase. The presence of thyroid tumors is commonly associated with increased levels of cytokines, such as interleukin 6 (IL-6). Considering PTC patients treated with thyroidectomy and radioactive iodine 131I (RAI), we propose an ordinary differential system using four variables: the RAI activity, the number of cancer cells and the serum concentrations of IL-6 and thyroglobulin (Tg). Our objective is to study the efficacy of different therapeutic doses of RAI in the treatment of thyroid cancer. The Allee effect is taken into account when modeling cancer cells growth under the influence of IL-6. From the results obtained, the main factors and conditions correlated with successful treatment, such as the RAI activity used and the tumor response are addressed. The detection of minimal doses of RAI that can cause tumor extinction is performed, though this has also meant longer periods for tumor cell elimination. The critical number of tumor cells due to the Allee effect is analyzed and linked to the immune system or biological factors that can slow the progression of the tumor but are insufficient after thyroid resection surgery.
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spelling A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECTInterleukin 6Ordinary Differential EquationsRadioiodineThyroid TumorThe incidence of thyroid cancer is rising all over the world, and the papillary subtype (PTC) is the primary factor for this increase. The presence of thyroid tumors is commonly associated with increased levels of cytokines, such as interleukin 6 (IL-6). Considering PTC patients treated with thyroidectomy and radioactive iodine 131I (RAI), we propose an ordinary differential system using four variables: the RAI activity, the number of cancer cells and the serum concentrations of IL-6 and thyroglobulin (Tg). Our objective is to study the efficacy of different therapeutic doses of RAI in the treatment of thyroid cancer. The Allee effect is taken into account when modeling cancer cells growth under the influence of IL-6. From the results obtained, the main factors and conditions correlated with successful treatment, such as the RAI activity used and the tumor response are addressed. The detection of minimal doses of RAI that can cause tumor extinction is performed, though this has also meant longer periods for tumor cell elimination. The critical number of tumor cells due to the Allee effect is analyzed and linked to the immune system or biological factors that can slow the progression of the tumor but are insufficient after thyroid resection surgery.Programa de Pós-Graduação em Biometria Universidade Estadual Paulista (UNESP) Instituto de Biociências Botucatu SpImagens Médicas de Brasília (IMEB)Universidade de Brasília (UnB) Faculdade de CeilândiaInria Univ Lyon Université de Lyon 1 Institute Camille Jordan, 43 Bd. du 11 novembre 1918Universidade Estadual Paulista (UNESP) Instituto de BiociênciasPrograma de Pós-Graduação em Biometria Universidade Estadual Paulista (UNESP) Instituto de Biociências Botucatu SpUniversidade Estadual Paulista (UNESP) Instituto de BiociênciasUniversidade Estadual Paulista (Unesp)Imagens Médicas de Brasília (IMEB)Universidade de Brasília (UnB)Institute Camille JordanDa Silva, Jairo Gomes [UNESP]De Morais, Rafael MartinsDa Silva, Izabel Cristina RodriguesAdimy, MostafaDe Arruda Mancera, Paulo Fernando [UNESP]2021-06-25T10:11:28Z2021-06-25T10:11:28Z2020-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article701-718http://dx.doi.org/10.1142/S0218339020500138Journal of Biological Systems, v. 28, n. 3, p. 701-718, 2020.0218-3390http://hdl.handle.net/11449/20519610.1142/S02183390205001382-s2.0-85091312512Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Biological Systemsinfo:eu-repo/semantics/openAccess2021-10-23T11:55:37Zoai:repositorio.unesp.br:11449/205196Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T11:55:37Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
title A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
spellingShingle A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
Da Silva, Jairo Gomes [UNESP]
Interleukin 6
Ordinary Differential Equations
Radioiodine
Thyroid Tumor
title_short A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
title_full A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
title_fullStr A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
title_full_unstemmed A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
title_sort A MATHEMATICAL MODEL for TREATMENT of PAPILLARY THYROID CANCER USING the ALLEE EFFECT
author Da Silva, Jairo Gomes [UNESP]
author_facet Da Silva, Jairo Gomes [UNESP]
De Morais, Rafael Martins
Da Silva, Izabel Cristina Rodrigues
Adimy, Mostafa
De Arruda Mancera, Paulo Fernando [UNESP]
author_role author
author2 De Morais, Rafael Martins
Da Silva, Izabel Cristina Rodrigues
Adimy, Mostafa
De Arruda Mancera, Paulo Fernando [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Imagens Médicas de Brasília (IMEB)
Universidade de Brasília (UnB)
Institute Camille Jordan
dc.contributor.author.fl_str_mv Da Silva, Jairo Gomes [UNESP]
De Morais, Rafael Martins
Da Silva, Izabel Cristina Rodrigues
Adimy, Mostafa
De Arruda Mancera, Paulo Fernando [UNESP]
dc.subject.por.fl_str_mv Interleukin 6
Ordinary Differential Equations
Radioiodine
Thyroid Tumor
topic Interleukin 6
Ordinary Differential Equations
Radioiodine
Thyroid Tumor
description The incidence of thyroid cancer is rising all over the world, and the papillary subtype (PTC) is the primary factor for this increase. The presence of thyroid tumors is commonly associated with increased levels of cytokines, such as interleukin 6 (IL-6). Considering PTC patients treated with thyroidectomy and radioactive iodine 131I (RAI), we propose an ordinary differential system using four variables: the RAI activity, the number of cancer cells and the serum concentrations of IL-6 and thyroglobulin (Tg). Our objective is to study the efficacy of different therapeutic doses of RAI in the treatment of thyroid cancer. The Allee effect is taken into account when modeling cancer cells growth under the influence of IL-6. From the results obtained, the main factors and conditions correlated with successful treatment, such as the RAI activity used and the tumor response are addressed. The detection of minimal doses of RAI that can cause tumor extinction is performed, though this has also meant longer periods for tumor cell elimination. The critical number of tumor cells due to the Allee effect is analyzed and linked to the immune system or biological factors that can slow the progression of the tumor but are insufficient after thyroid resection surgery.
publishDate 2020
dc.date.none.fl_str_mv 2020-09-01
2021-06-25T10:11:28Z
2021-06-25T10:11:28Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1142/S0218339020500138
Journal of Biological Systems, v. 28, n. 3, p. 701-718, 2020.
0218-3390
http://hdl.handle.net/11449/205196
10.1142/S0218339020500138
2-s2.0-85091312512
url http://dx.doi.org/10.1142/S0218339020500138
http://hdl.handle.net/11449/205196
identifier_str_mv Journal of Biological Systems, v. 28, n. 3, p. 701-718, 2020.
0218-3390
10.1142/S0218339020500138
2-s2.0-85091312512
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Biological Systems
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 701-718
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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