Database for mRNA Half-Life of 19,977 Genes Obtained by DNA Microarray Analysis of Pluripotent and Differentiating Mouse
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE13609 | GEO | 2008/11/15
SECONDARY ACCESSION(S): PRJNA110631
REPOSITORIES: GEO
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Project description:Degradation of mRNA is one of the key processes that control the steady-state level of gene expression. However, the rate of mRNA decay for the majority of genes is not known. We successfully obtained the rate of mRNA decay for 19 977 non-redundant genes by microarray analysis of RNA samples obtained from mouse embryonic stem (ES) cells. Median estimated half-life was 7.1 h and only <100 genes, including Prdm1, Myc, Gadd45 g, Foxa2, Hes5 and Trib1, showed half-life less than 1 h. In general, mRNA species with short half-life were enriched among genes with regulatory functions (transcription factors), whereas mRNA species with long half-life were enriched among genes related to metabolism and structure (extracellular matrix, cytoskeleton). The stability of mRNAs correlated more significantly with the structural features of genes than the function of genes: mRNA stability showed the most significant positive correlation with the number of exon junctions per open reading frame length, and negative correlation with the presence of PUF-binding motifs and AU-rich elements in 30 -untranslated region (UTR) and CpG di-nucleotides in the 50 -UTR. The mRNA decay rates presented in this report are the largest data set for mammals and the first for ES cells. Keywords: growth condition design,reference design,replicate design,RNA stability design,time series design We used two mouse ESC lines: MC1 derived from mouse strain 129S6/SvEvTac and MC2-B6 derived from strain C57BL/6J. To remove contaminating feeder cells, ES cells were first cultured for two passages on gelatin-coated culture dish in complete ES medium. Differentiated ES cells were obtained from MC1 cells by LIF withdrawal (complete medium without LIF, below referenced as LIF-) or by retinoic acid (RA) treatment. To measure mRNA stability, transcription was blocked by adding actinomycin D to the medium. RNA was hybridized in duplicate for each cell type and time point. All hybridizations were carried out by combining a Cy3-CTP-labeled experimental target and a Cy5-CTP-labeled Universal Mouse Reference target.
2010-05-16 | E-GEOD-13609 | biostudies-arrayexpress
Project description:Transcript abundance results from the balance between transcription and mRNA decay, and varies pervasively in humans. We have examined the effect of DNA variation on mRNA half-life differences by conducting a genome-wide survey of mRNA stability in seven human HapMap lymphoblastoid cell lines (LCLs). We determined the mRNA half-life for each gene from the ratio of 4-thio-uridine (4sU)-labeled nascent RNAs to total RNAs. 5,145 (46%) of 11,132 analyzed genes showed inter-individual mRNA half-life differences at a false discovery rate, FDR<0.05. As previously reported, we found transcription to be the main factor influencing transcript abundance. Although mRNA half-life explained only ~6% of transcript abundance on average, it explained ~16% for the subset of genes (~10%) showing inter-individual mRNA half-life differences (P<0.001). We confirmed previously reported correlations of mRNA half-life with transcript length, 3M-bM-^@M-^Y-UTR length, and number of exon-junctions per kb of transcript. The number of miRNA targets in 3M-bM-^@M-^Y-UTRs was negatively correlated with half-life (P=2.2M-CM-^W10-16), a new observation that is consistent with the role of miRNA in inducing mRNA degradation. Notably, coding GC and GC3 content showed positive correlations with mRNA half-life in genes with inter-individual mRNA half-life differences, implying a role of mRNA stability in shaping synonymous codon usage bias. Consistently, G or C alleles of coding SNPs were found associated with longer mRNA half-life (P=0.021). As expected, we also found that nonsense SNPs were associated with shorter mRNA half-life (P=0.009). Our results strongly suggest that inter-individual mRNA stability differences are widespread and affected by DNA sequence and composition variation. A total of 7 HapMap LCLs were used to measure mRNA half-life. Total RNAs and the 4sU-labeled-newly synthesized RNAs (nascent RNAs) were isolated from the same cell culture and were assayed simultaneously with human Exon array. For 3 LCLs, we included 3 biological replicates (i.e., independent cell cultures) and for 1 LCL we also included technical duplicates. mRNA half-life was calculated from the ratio of nascent RNAs/total RNAs. We used ANOVA to test inter-individual difference of mRNA half-life between 3 subjects who have biological replicates and technical duplicates. We examined the Spearman rank correlation of mRNA half-life with a number of gene features, including transcript length, intron length, 5'-UTR length and folding energy, 3'-UTR length and folding energy, microRNA target sites, GC and GC3 contents, etc. We also performed linear regression to test the effects of specific type of sequence variants (nonsense SNPs, SNPs within miRNA target sites, and coding synonymous and nonsynonymous SNPs) on mRNA half-life across 3 subjects that have whole genome sequencing data available (1000 genome project June 2011 release).
2013-01-01 | E-GEOD-34204 | biostudies-arrayexpress
Project description:Transcript abundance results from the balance between transcription and mRNA decay, and varies pervasively in humans. We have examined the effect of DNA variation on mRNA half-life differences by conducting a genome-wide survey of mRNA stability in seven human HapMap lymphoblastoid cell lines (LCLs). We determined the mRNA half-life for each gene from the ratio of 4-thio-uridine (4sU)-labeled nascent RNAs to total RNAs. 5,145 (46%) of 11,132 analyzed genes showed inter-individual mRNA half-life differences at a false discovery rate, FDR<0.05. As previously reported, we found transcription to be the main factor influencing transcript abundance. Although mRNA half-life explained only ~6% of transcript abundance on average, it explained ~16% for the subset of genes (~10%) showing inter-individual mRNA half-life differences (P<0.001). We confirmed previously reported correlations of mRNA half-life with transcript length, 3’-UTR length, and number of exon-junctions per kb of transcript. The number of miRNA targets in 3’-UTRs was negatively correlated with half-life (P=2.2×10-16), a new observation that is consistent with the role of miRNA in inducing mRNA degradation. Notably, coding GC and GC3 content showed positive correlations with mRNA half-life in genes with inter-individual mRNA half-life differences, implying a role of mRNA stability in shaping synonymous codon usage bias. Consistently, G or C alleles of coding SNPs were found associated with longer mRNA half-life (P=0.021). As expected, we also found that nonsense SNPs were associated with shorter mRNA half-life (P=0.009). Our results strongly suggest that inter-individual mRNA stability differences are widespread and affected by DNA sequence and composition variation.
2013-01-01 | GSE34204 | GEO
Project description:RNA decay was measured in Prochlorococcus after inhibition of transcription by rifampicin using customized Affymetrix gene expression arrays. RNA turnover plays an important role in the gene regulation of microorganisms and influences their speed of acclimation to environmental changes. We investigated whole-genome RNA stability of Prochlorococcus, a relatively slow-growing marine cyanobacterium doubling approximately once a day, which is extremely abundant in the oceans. Using a combination of microarrays, quantitative RT-PCR and a new algorithm for determining RNA decay rates, we found a median half-life of 2.4 min and a median decay rate of 2.6 min for expressed genes â two-fold faster than that reported for any organism. The shortest transcript half-life (33 seconds) was for a gene of unknown function, while some of the longest (ca. 18 min) were for highly expressed genes. Genes organized in operons displayed intriguing mRNA decay patterns, such as increased stability, and delayed onset of decay with greater distance from the transcriptional start site. The same phenomenon was observed on a single probe resolution for genes greater than 2 kb. We hypothesize that the fast turnover relative to generation time in Prochlorococcus may enable a swift response to environmental changes through rapid recycling of nucleotides, which could be advantageous in nutrient poor oceans. Our growing understanding of RNA half-lives will inform on the modelling of cell processes and help interpret the growing bank of metatranscriptomic studies of wild populations of Prochlorococcus. The surprisingly complex decay patterns of large transcripts reported here, and the method developed to describe them, will open new avenues for the investigation and understanding of RNA decay for all organisms. Prochlorococcus cells were treated with rifampicin, which prevents initiation of new transcripts. Cells were harvested at 0 min (before rifampicin addition), 2.5 min, 5 min, 10 min, 20 min, 40 min and 60 min after rifampicin addition.
2010-05-16 | E-GEOD-17075 | biostudies-arrayexpress
Project description:RNA decay was measured in Prochlorococcus after inhibition of transcription by rifampicin using customized Affymetrix gene expression arrays. RNA turnover plays an important role in the gene regulation of microorganisms and influences their speed of acclimation to environmental changes. We investigated whole-genome RNA stability of Prochlorococcus, a relatively slow-growing marine cyanobacterium doubling approximately once a day, which is extremely abundant in the oceans. Using a combination of microarrays, quantitative RT-PCR and a new algorithm for determining RNA decay rates, we found a median half-life of 2.4 min and a median decay rate of 2.6 min for expressed genes – two-fold faster than that reported for any organism. The shortest transcript half-life (33 seconds) was for a gene of unknown function, while some of the longest (ca. 18 min) were for highly expressed genes. Genes organized in operons displayed intriguing mRNA decay patterns, such as increased stability, and delayed onset of decay with greater distance from the transcriptional start site. The same phenomenon was observed on a single probe resolution for genes greater than 2 kb. We hypothesize that the fast turnover relative to generation time in Prochlorococcus may enable a swift response to environmental changes through rapid recycling of nucleotides, which could be advantageous in nutrient poor oceans. Our growing understanding of RNA half-lives will inform on the modelling of cell processes and help interpret the growing bank of metatranscriptomic studies of wild populations of Prochlorococcus. The surprisingly complex decay patterns of large transcripts reported here, and the method developed to describe them, will open new avenues for the investigation and understanding of RNA decay for all organisms.
2009-12-31 | GSE17075 | GEO
Project description:The rate of mRNA decay is an essential element of post-transcriptional regulation in all organisms. Previously, studies in several organisms found that the specific half-life of each mRNA is precisely related to its physiological role, and plays an important role in determining levels of gene expression. We have used a genome wide approach to characterize mRNA decay in Plasmodium falciparum. We found that globally, rates of mRNA decay increase dramatically during the asexual intraerythrocytic developmental cycle. During the ring stage of the cycle, the average mRNA half-life was 9.5 minutes, yet this was extended to an average of 65 minutes during the late schizont stage of development. Thus a major determinant of mRNA decay rate appears to be linked to the stage of intraerythrocytic development. Furthermore, we have found specific variations in decay patterns superimposed upon the dominant trend of progressive half-life lengthening. These variations in decay pattern were frequently enriched for genes with specific cellular functions or processes. Elucidation of Plasmodium mRNA decay rates provides a key element for deciphering mechanisms of genetic control in this parasite, by complementing and extending previous mRNA abundance studies. Our results indicate that progressive stage-dependent decreases in mRNA decay rate function are a major determinant of mRNA accumulation during the schizont stage of intraerythrocytic development. This type of genome wide change in mRNA decay rate has not been observed in any other organism to date, and indicates that post-transcriptional regulation may be the dominant mechanism of gene regulation in P. falciparum. Keywords: Plasmodium falciparum treated with actinomycin D
2007-07-19 | GSE8099 | GEO
Project description:In eukaryotes, mRNA decay is thought to occur in an ordered manner, with an initial deadenylation step that triggers decapping and RNA degradation. We performed SLAM-seq experiments in yeast strains depleted either for the decapping or for the major deadenylase enzymes to evaluate changes in the half-life of mRNA. Our results suggest that deadenylation and decapping of mRNA are not necessarily linked for mRNA degradation, since the effects of inhibiting the enzymes on RNA stability were not correlated.
2023-11-24 | GSE247954 | GEO
Project description:mRNA decay in E. Coli degradosome mutants and their parental strains following transcriptional arrest with rifampicin. Abstract: RNase E, an essential endoribonuclease of Escherichia coli, interacts through its C-terminal region with multiple other proteins to form a complex termed the RNA degradosome. To investigate the degradosome's proposed role as an RNA decay machine, we used DNA microarrays to globally assess alterations in the steady-state abundance and decay of 4,289 E. coli mRNAs at single-gene resolution in bacteria carrying mutations in the degradosome constituents RNase E, polynucleotide phosphorylase, RhlB helicase, and enolase. Our results show that the functions of all four of these proteins are necessary for normal mRNA turnover. We identified specific transcripts and functionally distinguishable transcript classes whose half-life and abundance were affected congruently by multiple degradosome proteins, affected differentially by mutations in degradosome constituents, or not detectably altered by degradosome mutations. Our results, which argue that decay of some E. coli mRNAs in vivo depends on the action of assembled degradosomes, whereas others are acted on by degradosome proteins functioning independently of the complex, imply the existence of structural features or biochemical factors that target specific classes of mRNAs for decay by degradosomes. An RNA stablity experiment design type examines stability and/or decay of RNA transcripts. User Defined
2006-01-05 | E-GEOD-3978 | biostudies-arrayexpress
Project description:The change in abundance of individual mRNAs as cells differentiate through neurodevelopmental stages is generally attributed to transcription level alterations while the potential contribution of mRNA half-life is commonly overlooked. While some genes are regulated solely by transcription, others may be regulated by mRNA half-life only, or genes with changed transcription rates could be buffered by compensating half-life decreases or even boosted by amplifying half-life increases. In addition, during neurodevelopment there is widespread 3ʹUTR lengthening that could be shaped by differential shifts in the stability of transcript isoforms. Here we measure transcription rate and mRNA half-life changes during induced Pluripotent Stem Cell-derived neuronal development using RATE-seq at the resolution of gene isoforms. We found that during transitions to progenitor and neuron stages, transcript buffering occurs in up to half of all genes. Half-life only changes are observed in as many genes as transcription rate only changes, and almost 10% of genes exhibit transcript boosting. Global mRNA half-life decreases two-fold in neurons relative to iPSCs. The observed mRNA destabilization differentially affects gene isoforms and contributes to 3ʹUTR lengthening. Small RNA sequencing further captured an increase in microRNA copy number per cell. We propose that mRNA destabilization and 3ʹUTR lengthening are driven in part by an increase in microRNA load. Our findings identify mRNA stability mechanisms in human neurodevelopment that regulate gene and isoform level abundance and provide a precedent for similar post-transcriptional regulatory events as other tissues develop.
2023-09-01 | GSE212990 | GEO
Project description:Abstract: Much of the information available about factors that affect mRNA decay in Escherichia coli, and by inference in other bacteria, has been gleaned from study of less than 25 of the approximately 4,300 predicted E. coli messages. To investigate these factors more broadly, we examined the half-lives and steady-state abundance of known and predicted E. coli mRNAs at single-gene resolution by using two-color fluorescent DNA microarrays. An rRNA-based strategy for normalization of microarray data was developed to permit quantitation of mRNA decay after transcriptional arrest by rifampicin. We found that globally, mRNA half-lives were similar in nutrient-rich media and defined media in which the generation time was approximately tripled. A wide range of stabilities was observed for individual mRNAs of E. coli, although approximately 80% of all mRNAs had half-lives between 3 and 8 min. Genes having biologically related metabolic functions were commonly observed to have similar stabilities. Whereas the half-lives of a limited number of mRNAs correlated positively with their abundance, we found that overall, increased mRNA stability is not predictive of increased abundance. Neither the density of putative sites of cleavage by RNase E, which is believed to initiate mRNA decay in E. coli, nor the free energy of folding of 5' or 3' untranslated region sequences was predictive of mRNA half-life. Our results identify previously unsuspected features of mRNA decay at a global level and also indicate that generalizations about decay derived from the study of individual gene transcripts may have limited applicability. This SuperSeries is composed of the SubSeries listed below.
2006-03-07 | GSE4344 | GEO