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Biggest challenges in bioinformatics

Abstract (Expand)

The third Heidelberg Unseminars in Bioinformatics (HUB) was held on 18th October 2012, at Heidelberg University, Germany. HUB brought together around 40 bioinformaticians from academia and industry to … discuss the 'Biggest Challenges in Bioinformatics' in a 'World Cafe' style event.

Authors: J. C. Fuller, P. Khoueiry, H. Dinkel, K. Forslund, A. Stamatakis, J. Barry, A. Budd, T. G. Soldatos, K. Linssen, A. M. Rajput

Date Published: 15th Mar 2013

Publication Type: Not specified

Bridging the layers: towards integration of signal transduction, regulation and metabolism into mathematical models

Abstract (Expand)

Mathematical modelling is increasingly becoming an indispensable tool for the study of cellular processes, allowing their analysis in a systematic and comprehensive manner. In the vast majority of the … cases, models focus on specific subsystems, and in particular describe either metabolism, gene expression or signal transduction. Integrated models that are able to span and interconnect these layers are, by contrast, rare as their construction and analysis face multiple challenges. Such methods, however, would represent extremely useful tools to understand cell behaviour, with application in distinct fields of biological and medical research. In particular, they could be useful tools to study genotype-phenotype mappings, and the way they are affected by specific conditions or perturbations. Here, we review existing computational approaches that integrate signalling, gene regulation and/or metabolism. We describe existing challenges, available methods and point at potentially useful strategies.

Authors: Emanuel Gonçalves, Joachim Bucher, Anke Ryll, Jens Niklas, Klaus Mauch, Steffen Klamt, Miguel Rocha, Julio Saez-Rodriguez

Date Published: 4th Jun 2013

Publication Type: Not specified

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