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Is systems biology a promising approach to resolve controversies in cancer research?

At the beginning of the 21st century cancer research has reached an impasse similar to that experienced in developmental biology in the first decades of the 20th century when conflicting results and interpretations co-existed for a long time until these differences were resolved and contradictions w...

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Detalles Bibliográficos
Autores principales: Soto, Ana M, Sonnenschein, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3349511/
https://www.ncbi.nlm.nih.gov/pubmed/22449120
http://dx.doi.org/10.1186/1475-2867-12-12
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author Soto, Ana M
Sonnenschein, Carlos
author_facet Soto, Ana M
Sonnenschein, Carlos
author_sort Soto, Ana M
collection PubMed
description At the beginning of the 21st century cancer research has reached an impasse similar to that experienced in developmental biology in the first decades of the 20th century when conflicting results and interpretations co-existed for a long time until these differences were resolved and contradictions were eliminated. In cancer research, instead of this healthy "weeding-out" process, there have been attempts to reach a premature synthesis, while no hypothesis is being rejected. Systems Biology could help cancer research to overcome this stalemate by resolving contradictions and identifying spurious data. First, in silico experiments should allow cancer researchers to be bold and a priori reject sets of data and hypotheses in order to gain a deeper understanding of how each dataset and each hypothesis contributes to the overall picture. In turn, this process should generate novel hypotheses and rules, which could be explored using these in silico approaches. These activities are significantly less costly and much faster than "wet-experiments". Consequently, Systems Biology could be advantageously used both as a heuristic tool to guide "wet-experiments" and to refine hypotheses and test predictions.
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spelling pubmed-33495112012-05-11 Is systems biology a promising approach to resolve controversies in cancer research? Soto, Ana M Sonnenschein, Carlos Cancer Cell Int Review At the beginning of the 21st century cancer research has reached an impasse similar to that experienced in developmental biology in the first decades of the 20th century when conflicting results and interpretations co-existed for a long time until these differences were resolved and contradictions were eliminated. In cancer research, instead of this healthy "weeding-out" process, there have been attempts to reach a premature synthesis, while no hypothesis is being rejected. Systems Biology could help cancer research to overcome this stalemate by resolving contradictions and identifying spurious data. First, in silico experiments should allow cancer researchers to be bold and a priori reject sets of data and hypotheses in order to gain a deeper understanding of how each dataset and each hypothesis contributes to the overall picture. In turn, this process should generate novel hypotheses and rules, which could be explored using these in silico approaches. These activities are significantly less costly and much faster than "wet-experiments". Consequently, Systems Biology could be advantageously used both as a heuristic tool to guide "wet-experiments" and to refine hypotheses and test predictions. BioMed Central 2012-03-26 /pmc/articles/PMC3349511/ /pubmed/22449120 http://dx.doi.org/10.1186/1475-2867-12-12 Text en Copyright ©2012 Soto and Sonnenschein; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Soto, Ana M
Sonnenschein, Carlos
Is systems biology a promising approach to resolve controversies in cancer research?
title Is systems biology a promising approach to resolve controversies in cancer research?
title_full Is systems biology a promising approach to resolve controversies in cancer research?
title_fullStr Is systems biology a promising approach to resolve controversies in cancer research?
title_full_unstemmed Is systems biology a promising approach to resolve controversies in cancer research?
title_short Is systems biology a promising approach to resolve controversies in cancer research?
title_sort is systems biology a promising approach to resolve controversies in cancer research?
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3349511/
https://www.ncbi.nlm.nih.gov/pubmed/22449120
http://dx.doi.org/10.1186/1475-2867-12-12
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