1. A Network Model of the Molecular Organization of Chromatin in Drosophila
- Author
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Joke G. van Bemmel, Guillaume J. Filion, Bas van Steensel, Fred van Leeuwen, Arantxa Rosado, Wendy Talhout, Tibor van Welsem, and Marcel de Haas
- Subjects
DNA Replication ,Histone-modifying enzymes ,DNA Repair ,Computational biology ,Biology ,Models, Biological ,Article ,Chromatin remodeling ,Cell Line ,03 medical and health sciences ,0302 clinical medicine ,Protein Interaction Mapping ,Animals ,Drosophila Proteins ,Protein Interaction Maps ,Scaffold/matrix attachment region ,Molecular Biology ,ChIA-PET ,030304 developmental biology ,Genetics ,Principal Component Analysis ,0303 health sciences ,Binding Sites ,Nuclear Proteins ,Bayes Theorem ,Molecular Sequence Annotation ,Cell Biology ,ChIP-on-chip ,Chromatin ,Chromosomes, Insect ,ChIP-sequencing ,Drosophila melanogaster ,Gene Expression Regulation ,Protein Processing, Post-Translational ,030217 neurology & neurosurgery ,Protein Binding ,Bivalent chromatin - Abstract
Chromatin governs gene regulation and genome maintenance, yet a substantial fraction of the chromatin proteome is still unexplored. Moreover, a global model of the chromatin protein network is lacking. By screening >100 candidates we identify 42 Drosophila proteins that were not previously associated with chromatin, which all display specific genomic binding patterns. Bayesian network modeling of the binding profiles of these and 70 known chromatin components yields a detailed blueprint of the in vivo chromatin protein network. We demonstrate functional compartmentalization of this network, and predict functions for most of the previously unknown chromatin proteins, including roles in DNA replication and repair, and gene activation and repression.
- Published
- 2013
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