Literature DB >> 20486051

Computational modeling of synaptic neurotransmission as a tool for assessing dopamine hypotheses of schizophrenia.

Z Qi1, G W Miller, E O Voit.   

Abstract

Schizophrenia is a severe and complex mental disorder that causes an enormous societal and financial burden. Following the identification of dopamine as a neurotransmitter and the invention of antipsychotic drugs, the dopamine hypothesis was formulated to suggest hyperdopaminergia as the cause of schizophrenia. Over time there have been modifications and improvements to the dopamine-based model of schizophrenia, as well as models that do not implicate dopamine dysregulation as a primary cause of the disease. It seems clear by now that disruption of dopamine homeostasis occurs in schizophrenia and likely plays a major contributory role to its symptoms. Three primary versions of the dopamine hypothesis of schizophrenia have been proposed. In this article, we review these hypotheses and subject their assumptions to a computational model of dopamine signaling. Based on this review and analysis, we propose slight revisions to the existing hypotheses. Although we are still at the beginning of a comprehensive modeling effort to capture relevant phenomena associated with schizophrenia, our preliminary models have already yielded intriguing results and identified the systems biological approach as a beneficial complement to clinical and experimental research and a powerful method for exploring human diseases like schizophrenia. It is hoped that the past, present and future models will support and guide refined experimentation and lead to a deeper understanding of schizophrenia. (c) Georg Thieme Verlag KG Stuttgart-New York.

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Year:  2010        PMID: 20486051     DOI: 10.1055/s-0030-1248317

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


  6 in total

1.  A heuristic model for working memory deficit in schizophrenia.

Authors:  Zhen Qi; Gina P Yu; Felix Tretter; Oliver Pogarell; Anthony A Grace; Eberhard O Voit
Journal:  Biochim Biophys Acta       Date:  2016-05-10

2.  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

Review 3.  Computational neuropsychiatry - schizophrenia as a cognitive brain network disorder.

Authors:  Maria R Dauvermann; Heather C Whalley; André Schmidt; Graham L Lee; Liana Romaniuk; Neil Roberts; Eve C Johnstone; Stephen M Lawrie; Thomas W J Moorhead
Journal:  Front Psychiatry       Date:  2014-03-25       Impact factor: 4.157

4.  Model-based optimization approaches for precision medicine: A case study in presynaptic dopamine overactivity.

Authors:  Kai-Cheng Hsu; Feng-Sheng Wang
Journal:  PLoS One       Date:  2017-06-14       Impact factor: 3.240

5.  DOPA Homeostasis by Dopamine: A Control-Theoretic View.

Authors:  Rune Kleppe; Qaiser Waheed; Peter Ruoff
Journal:  Int J Mol Sci       Date:  2021-11-28       Impact factor: 5.923

6.  Systems biology, bioinformatics, and biomarkers in neuropsychiatry.

Authors:  Ali Alawieh; Fadi A Zaraket; Jian-Liang Li; Stefania Mondello; Amaly Nokkari; Mahdi Razafsha; Bilal Fadlallah; Rose-Mary Boustany; Firas H Kobeissy
Journal:  Front Neurosci       Date:  2012-12-24       Impact factor: 4.677

  6 in total

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