Buffering of transcription rate by mRNA half-life is a conserved feature of Rett syndrome models
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ABSTRACT:
PROVIDER: PRJNA789909 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR17264655.fastq.gz | Fastqsanger.gz | |||
| SRR17264656.fastq.gz | Fastqsanger.gz | |||
| SRR17264657.fastq.gz | Fastqsanger.gz | |||
| SRR17264658.fastq.gz | Fastqsanger.gz | |||
| SRR17264659.fastq.gz | Fastqsanger.gz |
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Similar Datasets
Project description:Models of MECP2 dysfunction in Rett syndrome (RTT) assume that transcription rate changes directly correlate with altered steady-state mRNA levels. However, limited evidence suggests that transcription rate changes are buffered by poorly understood compensatory post-transcriptional mechanisms. Here we measure transcription rate and mRNA half-life changes in RTT patient neurons using RATE-seq, and re-interpret nuclear and whole-cell RNAseq from Mecp2 mice. Genes are dysregulated by changing transcription rate only or half-life only and are buffered when both are changed. We utilized classifier models to understand the direction of transcription rate changes based on gene-body DNA sequence, and combined frequencies of three dinucleotides were better predictors than contributions by CA and CG. MicroRNA and RNA-Binding Protein (RBP) motifs were enriched in 3ʹUTRs of genes with half-life changes. Motifs for nuclear localized RBPs were enriched on buffered genes with increased transcription rate. Our findings identify post-transcriptional mechanisms in humans and mice that alter half-life only or buffer transcription rate changes when a transcriptional modulator gene is mutated in a neurodevelopmental disorder.
2023-01-27 | GSE191168 | GEO
Project description:Transcriptional changes in Rett syndrome (RTT) are assumed to directly correlate with steady-state mRNA levels, but limited evidence in mice suggests that changes in transcription can be compensated by post-transcriptional regulation. We measure transcription rate and mRNA half-life changes in RTT patient neurons using RATEseq, and re-interpret nuclear and whole-cell RNAseq from Mecp2 mice. Genes are dysregulated by changing transcription rate or half-life and are buffered when both change. We utilized classifier models to predict the direction of transcription rate changes and find that combined frequencies of three dinucleotides are better predictors than CA and CG. MicroRNA and RNA-binding Protein (RBP) motifs are enriched in 3'UTRs of genes with half-life changes. Nuclear RBP motifs are enriched on buffered genes with increased transcription rate. We identify post-transcriptional mechanisms in humans and mice that alter half-life or buffer transcription rate changes when a transcriptional modulator gene is mutated in a neurodevelopmental disorder.
| S-EPMC10076348 | biostudies-literature
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:Translational buffering refers to the regulation of ribosome occupancy to offset the effects of transcriptional variation. While previous work reported translational buffering in a limited set of conditions, it remains unknown whether this is an intrinsic property of specific genes across a large number of different cell types. To identify genes exhibiting this phenomenon on a global scale and across different experimental conditions, we uniformly analyzed 1515 matched ribosome profiling and RNA-seq datasets from human and mouse tissues or cell lines. This resource enabled us to determine the set of genes exhibiting translational buffering by comparative analysis of variation at ribosome occupancy and the RNA levels across cell types and the relationship between mRNA abundance and translation efficiency. We demonstrate that translational buffering is a conserved property of genes using homologous gene pairs from humans and mice. Genes exhibiting translational buffering have lower variation in protein abundance in cancer cell lines, primary human tissues and mouse samples. Moreover, we observed that translationally buffered genes are more likely to be haploinsufficient and triplosensitive suggesting a demand for stringent dosage limits in these genes. We hypothesized two models of translational buffering, namely “differential accessibility model” and “change in translation initiation rate model”. Our experiment suggests that some transcripts conform to the former and others align with the alternate model. Overall, our work broadens the catalog of genes subjected to translational buffering, underscores the characteristics of genes that demonstrate this phenomenon and additionally provides an insight into the rationale driving this effect.
2025-06-24 | GSE297442 | GEO
Project description:mRNA abundances are regulated by the opposing forces of transcription and decay, and yet how decay contributes to mRNA abundance regulation is largely unexplored. We addressed this question using genome-wide data on mRNA rates of abundance change, half-lives, and transcription rates of leaf cells responding to a transdifferentiation stimulusulus. Half-life regulation was common (22% of mRNAs underwent changes in half-life), but RNA abundance regulation by decay alone or by decay that supported transcriptional regulation was rare. Instead, most altered RNA half-lives opposed changes in transcription. Oppositionally regulated mRNAs were characterized by large changes in transcription and decay rates yet changes in mRNA abundances were either modest or undetectable, suggestive of RNA buffering. Oppositionally-regulated and buffered RNAs showed very similar dynamics, suggesting use of a common mechanism. The strongest contributions of RNA decay to RNA abundance regulation was in synergistically regulated transcripts, where rate changes in decay and transcription rates worked together to change RNA abundances.
2024-10-11 | GSE278544 | GEO
Project description:mRNA abundances are regulated by the opposing forces of transcription and decay, and yet how decay contributes to mRNA abundance regulation is largely unexplored. We addressed this question using genome-wide data on mRNA rates of abundance change, half-lives, and transcription rates of leaf cells responding to a transdifferentiation stimulusulus. Half-life regulation was common (22% of mRNAs underwent changes in half-life), but RNA abundance regulation by decay alone or by decay that supported transcriptional regulation was rare. Instead, most altered RNA half-lives opposed changes in transcription. Oppositionally regulated mRNAs were characterized by large changes in transcription and decay rates yet changes in mRNA abundances were either modest or undetectable, suggestive of RNA buffering. Oppositionally-regulated and buffered RNAs showed very similar dynamics, suggesting use of a common mechanism. The strongest contributions of RNA decay to RNA abundance regulation was in synergistically regulated transcripts, where rate changes in decay and transcription rates worked together to change RNA abundances.
2024-10-11 | GSE278543 | GEO
Project description:RNA buffering upon transcriptional distorsion
| PRJNA1112890 | ENA
Project description:Transcriptome analysis of postmortem brain samples frrom frontal and temporal cortex of Rett Syndrome cases and matched controls. These data identify genes differentially expressed in postmortem brain tissue from Rett Syndrome cases. Total RNA was extracted from 100mg of postmortem brain tissue.
2015-11-24 | E-GEOD-75303 | biostudies-arrayexpress
Project description:Transcript buffering entails reciprocal modulation of mRNA synthesis and degradation to maintain stable RNA levels under varying cellular conditions. Current models depict a global connection between mRNA synthesis and degradation, but underlying mechanisms remain unclear. Here we show that changes in RNA metabolism following depletion of TIP60/KAT5, the acetyltransferase subunit of the NuA4 transcriptional coactivator complex, reveal that transcript buffering occurs at a gene-specific level. By combining RNA sequencing of nuclear, cytoplasmic, and newly synthesised transcript fractions with biophysical modelling in mouse embryonic stem cells, we demonstrate that transcriptional changes caused by TIP60 depletion are offset by corresponding changes in RNA nuclear export and cytoplasmic stability, indicating gene-specific buffering. Disruption of the unrelated ATAC coactivator complex also causes gene-specific transcript buffering. We propose that cells dynamically adjust RNA splicing, export, and degradation in response to individual RNA synthesis alterations, thereby sustaining cellular homeostasis.
2025-03-10 | GSE291187 | GEO
Project description:Transcriptome analysis of postmortem brain samples frrom frontal and temporal cortex of Rett Syndrome cases and matched controls. These data identify genes differentially expressed in postmortem brain tissue from Rett Syndrome cases.
2015-11-24 | GSE75303 | GEO