Abstract
mRNA levels in cells are determined by the relative rates of RNA production and degradation. Yet, to date, most analyses of gene expression profiles were focused on mechanisms which regulate transcription, while the role of mRNA stability in modulating transcriptional networks was to a large extent overlooked. In particular, kinetic waves in transcriptional responses are usually interpreted as resulting from sequential activation of transcription factors. In this study, we examined on a global scale the role of mRNA stability in shaping the kinetics of gene response. Analyzing numerous expression datasets we revealed a striking global anti-correlation between rapidity of induction and mRNA stability, fitting the prediction of a kinetic mathematical model. In contrast, the relationship between kinetics and stability was less significant when gene suppression was analyzed. Frequently, mRNAs that are stable under standard conditions were very rapidly down-regulated following stimulation. Such effect cannot be explained even by a complete shut-off of transcription, and therefore indicates intense modulation of RNA stability. Taken together, our results demonstrate the key role of mRNA stability in determining induction kinetics in mammalian transcriptional networks.
MeSH Terms
Animals
Gene Expression Regulation
Gene Regulatory Networks
Humans
Interleukin-2/metabolism
Kinetics
Mice
Models, Biological
RNA Stability
RNA, Messenger/metabolism
Chemicals
Interleukin-2
RNA, Messenger
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Elkon Ran
Division of Gene Regulation, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands. r.elkon@nki.nl
Zlotorynski Eitan
Zeller Karen I
Agami Reuven
References (22)
22 references, click to expand
-
Specific and global regulation of mRNA stability during osmotic stress in Saccharomyces cerevisiae.
RNA. 2009 Jun;15(6):1110-20
PMID: 19369426
-
A gene regulatory network subcircuit drives a dynamic pattern of gene expression.
Science. 2007 Nov 2;318(5851):794-7
PMID: 17975065
-
Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
Nat Protoc. 2009;4(1):44-57
PMID: 19131956
-
Transcriptional regulatory cascades in development: initial rates, not steady state, determine network kinetics.
Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9371-6
PMID: 12883007
-
Summaries of Affymetrix GeneChip probe level data.
Nucleic Acids Res. 2003 Feb 15;31(4):e15
PMID: 12582260
-
Function of C/EBPdelta in a regulatory circuit that discriminates between transient and persistent TLR4-induced signals.
Nat Immunol. 2009 Apr;10(4):437-43
PMID: 19270711
-
Identification of expression patterns of IL-2-responsive genes in the murine T cell line CTLL-2.
J Interferon Cytokine Res. 2007 Dec;27(12):991-5
PMID: 18184039
-
The AU-rich transcriptome: more than interferons and cytokines, and its role in disease.
J Interferon Cytokine Res. 2005 Jan;25(1):1-10
PMID: 15684617
-
The stability of mRNA influences the temporal order of the induction of genes encoding inflammatory molecules.
Nat Immunol. 2009 Mar;10(3):281-8
PMID: 19198593
-
BioMart Central Portal--unified access to biological data.
Nucleic Acids Res. 2009 Jul;37(Web Server issue):W23-7
PMID: 19420058
-
Transcription factor and microRNA motif discovery: the Amadeus platform and a compendium of metazoan target sets.
Genome Res. 2008 Jul;18(7):1180-9
PMID: 18411406
-
High-resolution gene expression profiling for simultaneous kinetic parameter analysis of RNA synthesis and decay.
RNA. 2008 Sep;14(9):1959-72
PMID: 18658122
-
Genomic run-on evaluates transcription rates for all yeast genes and identifies gene regulatory mechanisms.
Mol Cell. 2004 Jul 23;15(2):303-13
PMID: 15260981
-
Genome-wide analysis of mRNA decay rates and their determinants in Arabidopsis thaliana.
Plant Cell. 2007 Nov;19(11):3418-36
PMID: 18024567
-
Functional genomic delineation of TLR-induced transcriptional networks.
BMC Genomics. 2007 Oct 29;8:394
PMID: 17967192
-
Control of gene expression during T cell activation: alternate regulation of mRNA transcription and mRNA stability.
BMC Genomics. 2005 May 20;6:75
PMID: 15907206
-
Genomics and gene transcription kinetics in yeast.
Trends Genet. 2007 May;23(5):250-7
PMID: 17379352
-
Decay rates of human mRNAs: correlation with functional characteristics and sequence attributes.
Genome Res. 2003 Aug;13(8):1863-72
PMID: 12902380
-
Ranked prediction of p53 targets using hidden variable dynamic modeling.
Genome Biol. 2006;7(3):R25
PMID: 16584535
-
Transient transcriptional responses to stress are generated by opposing effects of mRNA production and degradation.
Mol Syst Biol. 2008;4:223
PMID: 18854817
-
Conserved principles of mammalian transcriptional regulation revealed by RNA half-life.
Nucleic Acids Res. 2009 Sep;37(17):e115
PMID: 19561200
-
RNA regulons: coordination of post-transcriptional events.
Nat Rev Genet. 2007 Jul;8(7):533-43
PMID: 17572691