Reference : Functional Genomics, Proteomics, Metabolomics and Bioinformatics for Systems Biology
Parts of books : Contribution to collective works
Life sciences : Biochemistry, biophysics & molecular biology
Engineering, computing & technology : Computer science
Human health sciences : Multidisciplinary, general & others
http://hdl.handle.net/10993/1247
Functional Genomics, Proteomics, Metabolomics and Bioinformatics for Systems Biology
English
Ballereau, S. [> >]
Glaab, Enrico mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Kolodkin, Alexey mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Chaiboonchoe, A. [> >]
Biryukov, Maria mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Vlassis, Nikos [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Ahmed, H. [> >]
Pellet, J. [> >]
Baliga, N. [> >]
Hood, Leroy [> >]
Schneider, Reinhard mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Balling, Rudi mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Auffray, C. [> >]
2013
Systems Biology: Integrative Biology and Simulation Tools
Prokop, Ales
Csuk√°s, Bela
Springer
Yes
[en] Emergence ; Holistic ; Bottom-up ; Top-down ; Middle-out ; Interactions ; Data integration ; Mathematical model ; Functional genomics
[en] This chapter introduces systems biology, its context, aims, concepts and strategies. It then describes approaches and methods used for collection of high-dimensional structural and functional genomics data, including epigenomics, transcriptomics, proteomics, metabolomics and lipidomics, and how recent technological advances in these fields have moved the bottleneck from data production to data analysis and bioinformatics. Finally, the most advanced mathematical and computational methods used for clustering, feature selection, prediction analysis, text mining and pathway analysis in functional genomics and systems biology are reviewed and discussed in the context of use cases.
Luxembourg Centre for Systems Biomedicine (LCSB): Experimental Neurobiology (Balling Group)
http://hdl.handle.net/10993/1247
10.1007/978-94-007-6803-1_1
in press

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