Literature DB >> 15229555

Analysis of genomic context: prediction of functional associations from conserved bidirectionally transcribed gene pairs.

Jan O Korbel1, Lars J Jensen, Christian von Mering, Peer Bork.   

Abstract

Several widely used methods for predicting functional associations between proteins are based on the systematic analysis of genomic context. Efforts are ongoing to improve these methods and to search for novel aspects in genomes that could be exploited for function prediction. Here, we use gene expression data to demonstrate two functional implications of genome organization: first, chromosomal proximity indicates gene coregulation in prokaryotes independent of relative gene orientation; and second, adjacent bidirectionally transcribed genes (that is,'divergently' organized coding regions) with conserved gene orientation are strongly coregulated. We further demonstrate that such bidirectionally transcribed gene pairs are functionally associated and derive from this a novel genomic context method that reliably predicts links between >2,500 pairs of genes in approximately 100 species. Around 650 of these functional associations are supported by other genomic context methods. In most instances, one gene encodes a transcriptional regulator, and the other a nonregulatory protein. In-depth analysis in Escherichia coli shows that the vast majority of these regulators both control transcription of the divergently transcribed target gene/operon and auto-regulate their own biosynthesis. The method thus enables the prediction of target processes and regulatory features for several hundred transcriptional regulators.

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Year:  2004        PMID: 15229555     DOI: 10.1038/nbt988

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   54.908


  88 in total

1.  argC Orthologs from Rhizobiales show diverse profiles of transcriptional efficiency and functionality in Sinorhizobium meliloti.

Authors:  Rafael Díaz; Carmen Vargas-Lagunas; Miguel Angel Villalobos; Humberto Peralta; Yolanda Mora; Sergio Encarnación; Lourdes Girard; Jaime Mora
Journal:  J Bacteriol       Date:  2010-11-12       Impact factor: 3.490

2.  Identification of genomic features using microsyntenies of domains: domain teams.

Authors:  Sophie Pasek; Anne Bergeron; Jean-Loup Risler; Alexandra Louis; Emmanuelle Ollivier; Mathieu Raffinot
Journal:  Genome Res       Date:  2005-05-17       Impact factor: 9.043

3.  Operon formation is driven by co-regulation and not by horizontal gene transfer.

Authors:  Morgan N Price; Katherine H Huang; Adam P Arkin; Eric J Alm
Journal:  Genome Res       Date:  2005-06       Impact factor: 9.043

4.  A metabolic network in the evolutionary context: multiscale structure and modularity.

Authors:  Victor Spirin; Mikhail S Gelfand; Andrey A Mironov; Leonid A Mirny
Journal:  Proc Natl Acad Sci U S A       Date:  2006-05-26       Impact factor: 11.205

5.  Transcriptional regulation of the pdt gene cluster of Pseudomonas stutzeri KC involves an AraC/XylS family transcriptional activator (PdtC) and the cognate siderophore pyridine-2,6-bis(thiocarboxylic acid).

Authors:  Sergio E Morales; Thomas A Lewis
Journal:  Appl Environ Microbiol       Date:  2006-08-25       Impact factor: 4.792

Review 6.  Practical and theoretical advances in predicting the function of a protein by its phylogenetic distribution.

Authors:  Philip R Kensche; Vera van Noort; Bas E Dutilh; Martijn A Huynen
Journal:  J R Soc Interface       Date:  2008-02-06       Impact factor: 4.118

7.  How gene order is influenced by the biophysics of transcription regulation.

Authors:  Grigory Kolesov; Zeba Wunderlich; Olga N Laikova; Mikhail S Gelfand; Leonid A Mirny
Journal:  Proc Natl Acad Sci U S A       Date:  2007-08-20       Impact factor: 11.205

8.  Quantitative assessment of protein function prediction from metagenomics shotgun sequences.

Authors:  E D Harrington; A H Singh; T Doerks; I Letunic; C von Mering; L J Jensen; J Raes; P Bork
Journal:  Proc Natl Acad Sci U S A       Date:  2007-08-23       Impact factor: 11.205

Review 9.  Discovering functional novelty in metagenomes: examples from light-mediated processes.

Authors:  Amoolya H Singh; Tobias Doerks; Ivica Letunic; Jeroen Raes; Peer Bork
Journal:  J Bacteriol       Date:  2008-10-10       Impact factor: 3.490

10.  Searching for bidirectional promoters in Arabidopsis thaliana.

Authors:  Quan Wang; Lin Wan; Dayong Li; Lihuang Zhu; Minping Qian; Minghua Deng
Journal:  BMC Bioinformatics       Date:  2009-01-30       Impact factor: 3.169

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