The difficult interpretation of transcriptome data:: the case of the GATC regulatory network

被引:9
作者
Riva, A
Delorme, MO
Chevalier, T
Guilhot, N
Hénaut, C
Hénaut, A
机构
[1] CNRS, Lab Genome & Informat, F-91034 Evry, France
[2] METAbol EXplorer SA, F-63360 St Beauzire, France
关键词
GATC; statistics; transcriptome analysis; comparative genomics; Fnr;
D O I
10.1016/j.compbiolchem.2003.12.004
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genomic analyses on part of Escherichia coli's chromosome had suggested the existence of a GATC regulated network. This has recently been confirmed through a transcriptome analysis. Two hypotheses about the molecular control mechanism have been proposed-(i) the GATC network regulation is caused by the presence of GATC clusters within the coding sequences; the regulation is the direct consequence of the clusters' hemi-methylation and therefore their elevated melting temperature, (ii) the regulation is caused by the presence of GATCs in the non-coding 500 bp upstream regions of the affected genes; it is the consequence of an interaction with a regulatory protein like Fur or CAP. An analysis of the transcriptome data has not allowed us to decide between the two hypotheses. We have therefore taken a classic genomic approach, analyzing the statistical distribution of GATC along the chromosome, using a realistic model of the chromosome as theoretical reference. We observe no particular distribution of GATC in the non-coding upstream regions; however, we confirm the presence of GATC clusters within the genes. In order to verify that the particular distribution observed in E. coli is not a statistical artefact, but has a physiological role, we have carried out the same analysis on Salmonella, making the hypothesis that the genes containing a GATC clusters should be largely the same in the two bacteria. This has been indeed observed, showing that the genes containing a GATC cluster are part of a regulation network. The present is a case study, which demonstrates that the analysis of transcriptome data does not always permit to identify the primary cause of a phenomenon observed: on the other hand, a classic genomic approach linked with a comparative study of related genomes may allow this identification. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:109 / 118
页数:10
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