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Modeling acclimatization by hybrid systems: condition changes alter biological system behavior models.
Assar, Rodrigo; Montecino, Martín A; Maass, Alejandro; Sherman, David J.
Afiliação
  • Assar R; ICBM Instituto de Ciencias Biomédicas, Facultad de Medicina, Universidad de Chile, Santiago, Chile; Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas and Facultad de Medicina, Universidad Andrés Bello, Santiago, Chile. Electronic address: rodrigo.assar@gmail.com.
  • Montecino MA; Centro de Investigaciones Biomédicas, Facultad de Ciencias Biológicas and Facultad de Medicina, Universidad Andrés Bello, Santiago, Chile; FONDAP 15090007 Center for Genome Regulation, Santiago, Chile. Electronic address: mmontecino@unab.cl.
  • Maass A; Departamento de Ingeniería Matemática y Centro de Modelamiento Matemático, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Santiago, Chile; FONDAP 15090007 Center for Genome Regulation, Santiago, Chile. Electronic address: amaass@dim.uchile.cl.
  • Sherman DJ; INRIA Bordeaux Sud-Ouest, Project-team (EPC) MAGNOME common to INRIA, CNRS, and U. Bordeaux 1, Talence, France. Electronic address: david.sherman@inria.fr.
Biosystems ; 121: 43-53, 2014 Jul.
Article em En | MEDLINE | ID: mdl-24892552
In order to describe the dynamic behavior of a complex biological system, it is useful to combine models integrating processes at different levels and with temporal dependencies. Such combinations are necessary for modeling acclimatization, a phenomenon where changes in environmental conditions can induce drastic changes in the behavior of a biological system. In this article we formalize the use of hybrid systems as a tool to model this kind of biological behavior. A modeling scheme called strong switches is proposed. It allows one to take into account both minor adjustments to the coefficients of a continuous model, and, more interestingly, large-scale changes to the structure of the model. We illustrate the proposed methodology with two applications: acclimatization in wine fermentation kinetics, and acclimatization of osteo-adipo differentiation system linking stimulus signals to bone mass.
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Meio Ambiente / Aclimatação / Hibridização Genética / Modelos Biológicos Limite: Animals / Humans Idioma: En Revista: Biosystems Ano de publicação: 2014 Tipo de documento: Article

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Meio Ambiente / Aclimatação / Hibridização Genética / Modelos Biológicos Limite: Animals / Humans Idioma: En Revista: Biosystems Ano de publicação: 2014 Tipo de documento: Article