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Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases

Systems biology interdisciplinary approaches have become an essential analytical tool that may yield novel and powerful insights about the nature of human health and disease. Complex disorders are known to be caused by the combination of genetic, environmental, immunological or neurological factors....

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Autores principales: Diaz-Beltran, Leticia, Cano, Carlos, Wall, Dennis P., Esteban, Francisco J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4217627/
https://www.ncbi.nlm.nih.gov/pubmed/25379238
http://dx.doi.org/10.3390/bs3020253
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author Diaz-Beltran, Leticia
Cano, Carlos
Wall, Dennis P.
Esteban, Francisco J.
author_facet Diaz-Beltran, Leticia
Cano, Carlos
Wall, Dennis P.
Esteban, Francisco J.
author_sort Diaz-Beltran, Leticia
collection PubMed
description Systems biology interdisciplinary approaches have become an essential analytical tool that may yield novel and powerful insights about the nature of human health and disease. Complex disorders are known to be caused by the combination of genetic, environmental, immunological or neurological factors. Thus, to understand such disorders, it becomes necessary to address the study of this complexity from a novel perspective. Here, we present a review of integrative approaches that help to understand the underlying biological processes involved in the etiopathogenesis of neurological diseases, for example, those related to autism and autism spectrum disorders (ASD) endophenotypes. Furthermore, we highlight the role of systems biology in the discovery of new biomarkers or therapeutic targets in complex disorders, a key step in the development of personalized medicine, and we demonstrate the role of systems approaches in the design of classifiers that can shorten the time for behavioral diagnosis of autism.
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spelling pubmed-42176272014-11-06 Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases Diaz-Beltran, Leticia Cano, Carlos Wall, Dennis P. Esteban, Francisco J. Behav Sci (Basel) Review Systems biology interdisciplinary approaches have become an essential analytical tool that may yield novel and powerful insights about the nature of human health and disease. Complex disorders are known to be caused by the combination of genetic, environmental, immunological or neurological factors. Thus, to understand such disorders, it becomes necessary to address the study of this complexity from a novel perspective. Here, we present a review of integrative approaches that help to understand the underlying biological processes involved in the etiopathogenesis of neurological diseases, for example, those related to autism and autism spectrum disorders (ASD) endophenotypes. Furthermore, we highlight the role of systems biology in the discovery of new biomarkers or therapeutic targets in complex disorders, a key step in the development of personalized medicine, and we demonstrate the role of systems approaches in the design of classifiers that can shorten the time for behavioral diagnosis of autism. MDPI 2013-05-21 /pmc/articles/PMC4217627/ /pubmed/25379238 http://dx.doi.org/10.3390/bs3020253 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0/ This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Review
Diaz-Beltran, Leticia
Cano, Carlos
Wall, Dennis P.
Esteban, Francisco J.
Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title_full Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title_fullStr Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title_full_unstemmed Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title_short Systems Biology as a Comparative Approach to Understand Complex Gene Expression in Neurological Diseases
title_sort systems biology as a comparative approach to understand complex gene expression in neurological diseases
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4217627/
https://www.ncbi.nlm.nih.gov/pubmed/25379238
http://dx.doi.org/10.3390/bs3020253
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