Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments

Detalhes bibliográficos
Autor(a) principal: de Oliveira, Marta H. [UNESP]
Data de Publicação: 2021
Outros Autores: Gushiken, Lucas F.S. [UNESP], Pellizzon, Cláudia H. [UNESP], Mancera, Paulo F.A. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.cmpb.2020.105915
http://hdl.handle.net/11449/205666
Resumo: We present three mathematical models which simulate the wound healing time for 10% oil-resin (10% OR), 10% hydroalcoholic extract (10% EH) (Copaifera langsdorffii drugs), Lanette cream (LC) and Collagenase treatments. Wound healing is a complex process consisting of inflammatory, proliferative and remodelling phases. The experiments were made on rats with wounds on their backs. The mathematical models consider the interplay among neutrophils, macrophages, which play an essential role in skin wound healing, pro-inflammatory (IL-6) and anti-inflammatory (IL-10) cytokines. The ordinary differential equations (ODE) models reproduce the cellular dynamics of wound healing on the skin, suggesting levels of macrophages and neutrophils cellularity, consistent with the values of total cellularity obtained in the laboratory. The partial differential equations (PDE) model replicate the dispersion along the wound radius, suggesting that the balance of the interleukins is better modelled on copaíba-based treatments (CBT). The cell density is directly influenced by neutrophils in the wound bed and by macrophages at the wound edge. It was possible to find the time for wound healing for all treatments by inserting the diffusive terms.
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spelling Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatmentsCellularityDifferential equationsInflammatory phaseMacrophagesNeutrophilsRatsWe present three mathematical models which simulate the wound healing time for 10% oil-resin (10% OR), 10% hydroalcoholic extract (10% EH) (Copaifera langsdorffii drugs), Lanette cream (LC) and Collagenase treatments. Wound healing is a complex process consisting of inflammatory, proliferative and remodelling phases. The experiments were made on rats with wounds on their backs. The mathematical models consider the interplay among neutrophils, macrophages, which play an essential role in skin wound healing, pro-inflammatory (IL-6) and anti-inflammatory (IL-10) cytokines. The ordinary differential equations (ODE) models reproduce the cellular dynamics of wound healing on the skin, suggesting levels of macrophages and neutrophils cellularity, consistent with the values of total cellularity obtained in the laboratory. The partial differential equations (PDE) model replicate the dispersion along the wound radius, suggesting that the balance of the interleukins is better modelled on copaíba-based treatments (CBT). The cell density is directly influenced by neutrophils in the wound bed and by macrophages at the wound edge. It was possible to find the time for wound healing for all treatments by inserting the diffusive terms.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Biometrics Graduate ProgramBiotechnology Graduate ProgramSão Paulo State University - UNESP Institute of BiosciencesSão Paulo State University - UNESP Institute of BiosciencesCAPES: 001FAPESP: 2011/13630-7FAPESP: 2014/23684-5FAPESP: 2017/17600-1Biometrics Graduate ProgramBiotechnology Graduate ProgramUniversidade Estadual Paulista (Unesp)de Oliveira, Marta H. [UNESP]Gushiken, Lucas F.S. [UNESP]Pellizzon, Cláudia H. [UNESP]Mancera, Paulo F.A. [UNESP]2021-06-25T10:19:17Z2021-06-25T10:19:17Z2021-02-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.cmpb.2020.105915Computer Methods and Programs in Biomedicine, v. 199.1872-75650169-2607http://hdl.handle.net/11449/20566610.1016/j.cmpb.2020.1059152-s2.0-8509861770800193937798010690000-0002-4494-4180Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComputer Methods and Programs in Biomedicineinfo:eu-repo/semantics/openAccess2021-10-27T09:59:04Zoai:repositorio.unesp.br:11449/205666Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462021-10-27T09:59:04Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
title Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
spellingShingle Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
de Oliveira, Marta H. [UNESP]
Cellularity
Differential equations
Inflammatory phase
Macrophages
Neutrophils
Rats
title_short Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
title_full Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
title_fullStr Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
title_full_unstemmed Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
title_sort Mathematical modelling, parameter estimation and computational simulation for skin wound healing under Copaiferalangsdorffi treatments
author de Oliveira, Marta H. [UNESP]
author_facet de Oliveira, Marta H. [UNESP]
Gushiken, Lucas F.S. [UNESP]
Pellizzon, Cláudia H. [UNESP]
Mancera, Paulo F.A. [UNESP]
author_role author
author2 Gushiken, Lucas F.S. [UNESP]
Pellizzon, Cláudia H. [UNESP]
Mancera, Paulo F.A. [UNESP]
author2_role author
author
author
dc.contributor.none.fl_str_mv Biometrics Graduate Program
Biotechnology Graduate Program
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv de Oliveira, Marta H. [UNESP]
Gushiken, Lucas F.S. [UNESP]
Pellizzon, Cláudia H. [UNESP]
Mancera, Paulo F.A. [UNESP]
dc.subject.por.fl_str_mv Cellularity
Differential equations
Inflammatory phase
Macrophages
Neutrophils
Rats
topic Cellularity
Differential equations
Inflammatory phase
Macrophages
Neutrophils
Rats
description We present three mathematical models which simulate the wound healing time for 10% oil-resin (10% OR), 10% hydroalcoholic extract (10% EH) (Copaifera langsdorffii drugs), Lanette cream (LC) and Collagenase treatments. Wound healing is a complex process consisting of inflammatory, proliferative and remodelling phases. The experiments were made on rats with wounds on their backs. The mathematical models consider the interplay among neutrophils, macrophages, which play an essential role in skin wound healing, pro-inflammatory (IL-6) and anti-inflammatory (IL-10) cytokines. The ordinary differential equations (ODE) models reproduce the cellular dynamics of wound healing on the skin, suggesting levels of macrophages and neutrophils cellularity, consistent with the values of total cellularity obtained in the laboratory. The partial differential equations (PDE) model replicate the dispersion along the wound radius, suggesting that the balance of the interleukins is better modelled on copaíba-based treatments (CBT). The cell density is directly influenced by neutrophils in the wound bed and by macrophages at the wound edge. It was possible to find the time for wound healing for all treatments by inserting the diffusive terms.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T10:19:17Z
2021-06-25T10:19:17Z
2021-02-01
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/10.1016/j.cmpb.2020.105915
Computer Methods and Programs in Biomedicine, v. 199.
1872-7565
0169-2607
http://hdl.handle.net/11449/205666
10.1016/j.cmpb.2020.105915
2-s2.0-85098617708
0019393779801069
0000-0002-4494-4180
url http://dx.doi.org/10.1016/j.cmpb.2020.105915
http://hdl.handle.net/11449/205666
identifier_str_mv Computer Methods and Programs in Biomedicine, v. 199.
1872-7565
0169-2607
10.1016/j.cmpb.2020.105915
2-s2.0-85098617708
0019393779801069
0000-0002-4494-4180
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Computer Methods and Programs in Biomedicine
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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 repositoriounesp@unesp.br
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