Research Topics
| Fabian J TheisSummaryCountry: Germany Publications
| Collaborators
|
Detail Information
Publications
Zebrafish reward mutants reveal novel transcripts mediating the behavioral effects of amphetamineKatharine J Webb
Department Zebrafish Neurogenetics, Institute of Developmental Genetics, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health, Ingolstaedter Landstrasse, Neuherberg, 85764 Germany
Genome Biol 10:R81. 2009....
MicroRNAs coordinately regulate protein complexesSteffen Sass
MIPS, Institute for Bioinformatics and System Biology, Helmholtz Center Munich, German Research Center for Environmental Health, Ingolstädter Landstraße 1, D 85764 Neuherberg, Germany
BMC Syst Biol 5:136. 2011..Interactions between targets of co-expressed miRNAs (including miRNA clusters) have not yet been systematically investigated...
Structuring heterogeneous biological information using fuzzy clustering of k-partite graphsMara L Hartsperger
Institute of Bioinformatics and Systems Biology MIPS, Helmholtz Zentrum Munchen German Research Center for Environmental Health, Ingolstadter Landstr 1, 85764 Neuherberg, Germany
BMC Bioinformatics 11:522. 2010..In order to reveal their structural organization and describe the contained information in a more coarse-grained fashion, we ask how to detect clusters within each node type...
Odefy--from discrete to continuous modelsJan Krumsiek
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Ingolstadter Landstrasse 1, 85764 Munich Neuherberg, Germany
BMC Bioinformatics 11:233. 2010..As biological interaction networks have steadily grown in size and complexity, a fully automated framework for the conversion process is desirable...
Theoretical analysis of time-to-peak responses in biological reaction networksFabian J Theis
Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Neuherberg, Germany
Bull Math Biol 73:978-1003. 2011....
Hierarchical differentiation of myeloid progenitors is encoded in the transcription factor networkJan Krumsiek
Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Munchen, Germany
PLoS ONE 6:e22649. 2011..We predict previously uncharacterized regulatory interactions and alterations of the differentiation process, and line out reprogramming strategies...
Effective parameters determining the information flow in hierarchical biological systemsFlorian Blöchl
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen German Research Center for Environmental Health, Neuherberg, Germany
Bull Math Biol 73:706-25. 2011..We demonstrate that this fitting problem can be reformulated as the problem of fitting exponential sums, for which robust algorithms exist...
Knowledge-based matrix factorization temporally resolves the cellular responses to IL-6 stimulationAndreas Kowarsch
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Neuherberg, Germany
BMC Bioinformatics 11:585. 2010..However, such correlation-based methods have so far not be applied in bioinformatics, because large scale biological data rarely imply a natural order that allows the definition of a delayed correlation function...
Tissue-specific target analysis of disease-associated microRNAs in human signaling pathwaysAndreas Kowarsch
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Neuherberg, Germany
PLoS ONE 5:e11154. 2010..Our analysis provides systematic insights into the interaction of disease-associated microRNAs and signaling pathways and uncovers differences in cellular locations and process types of microRNA targets and disease-associated proteins...
Biologically meaningful update rules increase the critical connectivity of generalized Kauffman networksDominik M Wittmann
Computational Modeling in Biology, Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen German Research Center for Environmental Health, Ingolstadter Landstrasse 1, 85764 Neuherberg, Germany
J Theor Biol 266:436-48. 2010..We analytically show that their usage indeed increases the critical connectivity. From a general point of view, our thermodynamic considerations link discrete and continuous models of gene regulatory networks...
miTALOS: analyzing the tissue-specific regulation of signaling pathways by human and mouse microRNAsAndreas Kowarsch
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Neuherberg, Germany
RNA 17:809-19. 2011..miTALOS provides novel features that accomplish a substantial support to systematically infer regulation of signaling pathways mediated by miRNAs. The web-server is freely accessible at http://hmgu.de/cmb/mitalos...
PhenomiR: a knowledgebase for microRNA expression in diseases and biological processesAndreas Ruepp
Institute for Bioinformatics and Systems Biology MIPS, Helmholtz Center Munich German Research Center for Environmental Health GmbH, Ingolstadter Landstrasse 1, D 85764 Neuherberg, Germany
Genome Biol 11:R6. 2010..Using the PhenomiR dataset, we could demonstrate that, depending on disease type, independent information from cell culture studies contrasts with conclusions drawn from patient studies...
Transforming Boolean models to continuous models: methodology and application to T-cell receptor signalingDominik M Wittmann
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen German Research Center for Environmental Health, Neuherberg, Germany
BMC Syst Biol 3:98. 2009..Nowadays however, experiments yield more and more quantitative data. An obvious question therefore is how qualitative models can be used to explain and predict the outcome of these experiments...
Patterns of subnet usage reveal distinct scales of regulation in the transcriptional regulatory network of Escherichia coliCarsten Marr
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen German Research Center for Environmental Health, Neuherberg, Germany
PLoS Comput Biol 6:e1000836. 2010....
Spatial analysis of expression patterns predicts genetic interactions at the mid-hindbrain boundaryDominik M Wittmann
Computational Modeling in Biology, Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, German Research Centre for Environmental Health, Munich Neuherberg, Germany
PLoS Comput Biol 5:e1000569. 2009..We show, in particular, that the spatial gene expression patterns around the MHB help us to understand the maintenance of this boundary on a systems level...
Gaussian graphical modeling reconstructs pathway reactions from high-throughput metabolomics dataJan Krumsiek
Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, Germany
BMC Syst Biol 5:21. 2011..Previous studies in this area mainly focused on Pearson correlation coefficients, which however are generally incapable of distinguishing between direct and indirect metabolic interactions...
Intronic microRNAs support their host genes by mediating synergistic and antagonistic regulatory effectsDominik Lutter
Institute of Bioinformatics and Systems Biology, CMB, Helmholtz Zentrum Munchen, Germany
BMC Genomics 11:224. 2010..In our study we investigate this linkage towards a relationship beyond transcriptional co-regulation...
An ensemble approach for inferring semi-quantitative regulatory dynamics for the differentiation of mouse embryonic stem cells using prior knowledgeDominik Lutter
Institute of Bioinformatics and Systems Biology, CMB, Helmholtz Zentrum Munchen, Munich, Germany
Adv Exp Med Biol 736:247-60. 2012..Applied to data from differentiating mouse ESCs reveals new regulatory interactions, in particular we confirm the activation of Foxh1 through Oct4, mediating Nodal signaling...
Complex principal component and correlation structure of 16 yeast genomic variablesFabian J Theis
Helmholtz Center Munich German Research Center for Environmental Health, Institute of Bioinformatics and Systems Biology, Ingolstädter Landstraße 1, Neuherberg, Germany
Mol Biol Evol 28:2501-12. 2011..cerevisiae, and Homo sapiens (http://webclu.bio.wzw.tum.de:18080/quagmire)...
An evolutionary and structural characterization of mammalian protein complex organizationPhilip Wong
Helmholtz Center Munich German Research Center for Environmental Health GmbH, Institute of Bioinformatics and Systems Biology, Ingolstadter Landstrasse 1, Neuherberg, Germany
BMC Genomics 9:629. 2008..Combining CORUM with other resources, we assembled a dataset of over 2700 mammalian complexes. The availability of a rich information resource allows us to search for organizational properties concerning these complexes...
Vertex centralities in input-output networks reveal the structure of modern economiesFlorian Blöchl
Helmholtz Zentrum Munchen, Ingolstädter Landstraße 1, D 85764 Neuherberg, Germany
Phys Rev E Stat Nonlin Soft Matter Phys 83:046127. 2011..We further validate our indices by clustering according to sectors' centralities. This analysis reveals geographical proximity and similar developmental status...
Discovery of sexual dimorphisms in metabolic and genetic biomarkersKirstin Mittelstrass
Unit of Molecular Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
PLoS Genet 7:e1002215. 2011..Our study provides new important insights into sex-specific differences of cell regulatory processes and underscores that studies should consider sex-specific effects in design and interpretation...
Huge splicing frequency in human Y chromosomal UTY geneIngeborg Laaser
Helmholtz Zentrum Munchen, German Research Center for Environmental Health, Institute of Experimental Genetics, Genome Analysis Center, Neuherberg, Germany
OMICS 15:141-54. 2011..Our study provides new insights into the complexity of human alternative splicing and its potential contribution to the transcript diversity of the transcriptome...
Stability and multiattractor dynamics of a toggle switch based on a two-stage model of stochastic gene expressionMichael Strasser
Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum Munchen, German Research Center for Environmental Health, Neuherberg, Germany
Biophys J 102:19-29. 2012..Notably, we present a system with high protein abundance that nevertheless requires a probabilistic description to exhibit multistability, complex switching dynamics, and lineage priming...
