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New approaches in data integration for systems chemical biology. | LitMetric

New approaches in data integration for systems chemical biology.

Curr Top Med Chem

MRC Centre for Causal Analyses in Translational Epidemiology, School of Social and Community Medicine, University of Bristol, UK.

Published: February 2014

AI Article Synopsis

  • Advances in "-Omics" technologies over the past two decades have generated vast amounts of biological data, necessitating the use of biomedical informatics for effective data management and analysis.
  • The complexity of drug design research is heightened by the need to incorporate data about small molecules, leading to more sophisticated integration systems.
  • Current drug design strategies are shifting towards a systems chemical biology approach, aiming to interact with biological networks, while also considering the integration of data from nanomaterials in future developments.

Article Abstract

Advances done in "-Omics" technologies in the last 20 years have made available to the researches huge amounts of data spanning a wide variety of biological processes from gene sequences to the metabolites present in a cell at a particular time. The management, analysis and representation of these data have been facilitated by mean of the advances made by biomedical informatics in areas such as data architecture and integration systems. However, despite the efforts done by biologists in this area, research in drug design adds a new level of information by incorporating data related with small molecules, which increases the complexity of these integration systems. Current knowledge in molecular biology has shown that it is possible to use comprehensive and integrative approaches to understand the biological processes from a systems perspective and that pathological processes can be mapped into biological networks. Therefore, current strategies for drug design are focusing on how to interact with or modify those networks to achieve the desired effects on what is called systems chemical biology. In this review several approaches for data integration in systems chemical biology will be analysed and described. Furthermore, because of the increasing relevance of the development and use of nanomaterials and their expected impact in the near future, the requirements of integration systems that incorporate these new data types associated with nanomaterials will also be analysed.

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Source
http://dx.doi.org/10.2174/1568026611313050004DOI Listing

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