Literature DB >> 22565231

Mesoscopic models of neurotransmission as intermediates between disease simulators and tools for discovering design principles.

E O Voit1, Z Qi, Z Qui, S Kikuchi.   

Abstract

Two grand challenges have been declared as premier goals of computational systems biology. The first is the discovery of network motifs and design principles that help us understand and rationalize why biological systems are organized in the manner we encounter them rather than in a different fashion. The second goal is the development of computational models supporting the investigation of complex systems, in particular, as simulation platforms in personalized medicine and predictive health. Interestingly, most published systems models in biology contain between a handful and a few dozen variables. They are usually too complicated for systemic analyses of organizing principles, but they are at the same time too coarse to allow reliable simulations of diseases. While it may thus appear that the modeling efforts of the past have missed the declared targets of systems biology, we argue in this article that midsized mesoscopic models are excellent starting points for pursuing both goals in computational systems biology. © Georg Thieme Verlag KG Stuttgart · New York.

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Year:  2012        PMID: 22565231     DOI: 10.1055/s-0032-1304653

Source DB:  PubMed          Journal:  Pharmacopsychiatry        ISSN: 0176-3679            Impact factor:   5.788


  7 in total

Review 1.  From within host dynamics to the epidemiology of infectious disease: Scientific overview and challenges.

Authors:  Juan B Gutierrez; Mary R Galinski; Stephen Cantrell; Eberhard O Voit
Journal:  Math Biosci       Date:  2015-10-16       Impact factor: 2.144

Review 2.  Dynamical systems approaches to personalized medicine.

Authors:  Jacob D Davis; Carla M Kumbale; Qiang Zhang; Eberhard O Voit
Journal:  Curr Opin Biotechnol       Date:  2019-04-09       Impact factor: 9.740

3.  Rotenone and paraquat perturb dopamine metabolism: A computational analysis of pesticide toxicity.

Authors:  Zhen Qi; Gary W Miller; Eberhard O Voit
Journal:  Toxicology       Date:  2013-11-20       Impact factor: 4.221

4.  Mesoscopic modeling as a starting point for computational analyses of cystic fibrosis as a systemic disease.

Authors:  Eberhard O Voit
Journal:  Biochim Biophys Acta       Date:  2013-04-06

5.  Canonical modeling of the multi-scale regulation of the heat stress response in yeast.

Authors:  Luis L Fonseca; Po-Wei Chen; Eberhard O Voit
Journal:  Metabolites       Date:  2012-02-27

6.  Modeling complexity: cognitive constraints and computational model-building in integrative systems biology.

Authors:  Miles MacLeod; Nancy J Nersessian
Journal:  Hist Philos Life Sci       Date:  2018-01-08       Impact factor: 1.205

7.  A heuristic model of alcohol dependence.

Authors:  Zhen Qi; Felix Tretter; Eberhard O Voit
Journal:  PLoS One       Date:  2014-03-21       Impact factor: 3.240

  7 in total

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