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Ribosome profiling of WT E14, Dgcr8_KO, Dorsha_KO, Dicer_KO and Ago1&2_Double_KO mouse embryonic stem cells

ABSTRACT: miRNAs are short regulatory single stranded RNA sequences that upon complementary binding to mRNAs lead to the inhibition or degradation of their targets. This regulatory mechanisms has been shown to play crucial roles throughout the whole life cycle of animals and plants as well as in disease. While a plethora of methods exist to predict targets of miRNA, which suggest that up to 80% of the genome is miRNA regulated, it has recently been reported that many of these predictions are false positives, cell type specific or represent non-functional binding. In order to identify the subset of real functional miRNAs and their targets, we established miRNA pathway mutants in mouse embryonic stem cells (mESC), allowing the dissection of canonical and non-canonical functions of pathway members. Additional data integration of downstream regulatory layers (CLIP-seq, ribosome profiling and MS) enabled us to follow and track down real functional miRNA-gene interactions, which reduced the miRNA genome regulation to approximately 1%.

ORGANISM(S): Mus musculus

PROVIDER: GSE135577 | GEO | 2022/08/08

REPOSITORIES: GEO

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Identification of functional miRNA gene interactions in mESC by computational data integration approaches.

Project description:miRNAs are short regulatory single stranded RNA sequences that upon complementary binding to mRNAs lead to the inhibition or degradation of their targets. This regulatory mechanisms has been shown to play crucial roles throughout the whole life cycle of animals and plants as well as in disease. While a plethora of methods exist to predict targets of miRNA, which suggest that up to 80% of the genome is miRNA regulated, it has recently been reported that many of these predictions are false positives, cell type specific or represent non-functional binding. In order to identify the subset of real functional miRNAs and their targets, we established miRNA pathway mutants in mouse embryonic stem cells (mESC), allowing the dissection of canonical and non-canonical functions of pathway members. Additional data integration of downstream regulatory layers (CLIP-seq, ribosome profiling and MS) enabled us to follow and track down real functional miRNA-gene interactions, which reduced the miRNA genome regulation to approximately 1%.

2022-08-31 | PXD014484 | Pride

Small RNA profiling of WT E14, Dgcr8_KO, Drosha_KO, Dicer_KO and Ago1&2_Double_KO mouse embryonic stem cells

Project description:Purpose: The goals of this study was to obtain the profile of miRNAs and endogeneous siRNAs of RNAi mutant mESCs

2022-02-01 | GSE110945 | GEO

Profiling of small RNA populations in rice total extract and purified AGO1 complexes

Project description:microRNAs (miRNAs) are a class of small silencing RNAs that have regulatory roles in gene expression. miRNAs interact with Argonaute (AGO) proteins to form effector complexes that can cleave target mRNAs or repress their translation. Rice encodes four AGO1 homologs (AGO1a, AGO1b, AGO1c, and AGO1d). We used an RNAi approach to knock down the four AGO1s. The RNAi lines displayed pleiotropic developmental phenotypes and had increased accumulation of miRNA targets, suggesting the involvement of AGO1s in the miRNA pathway. Three of the AGO1s (AGO1a, AGO1b, and AGO1c complexes) were purified and further characterized. We showed that the three AGO1s all have a strong preference for binding small RNAs (sRNAs) with 5’ U and have Slicer activity. We catalogued the sRNAs in each AGO1 complex by deep sequencing, and found all three AGO1s predominantly bound known miRNAs. Most of the miRNAs were evenly distributed in the three AGO1 complexes, suggesting a redundant role for the AGO1s in the function of these miRNAs. Intriguingly, we also found a subset of miRNAs were specifically incorporated into or excluded from one of the AGO1s, suggesting that there is also functional specialization among the rice AGO1s. Four samples, total extract and three AGO1 complexes were analyzed

2009-11-23 | E-GEOD-18250 | biostudies-arrayexpress

Integrated Four Comparative-Omics Reveals the Mechanism of the Terpenoid Biosynthesis in Two Different Overwintering Cryptomeria fortunei Phenotypes

Project description:Chinese cedar (Cryptomeria fortunei) is a tree species with important ornamental, medicinal, and economic value. Terpenoids extracted from the essential oil of C. fortunei needles have been considered valuable ingredients in the pharmaceutical and cosmetic industries. However, the possible gene regulation mechanisms that limit terpenoid biosynthesis in this genus are poorly understood. Here, we adopted integrated metabolome analysis, transcriptome, small-RNA (sRNA), and degradome sequencing to analyze the differences in terpenoid regulatory mechanisms in two different overwintering C. fortunei phenotypes (wild-type and an evergreen mutant). A total of 1447/6219 differentially synthesized metabolites (DSMs)/unigenes (DEGs) were detected through metabolome/transcriptome analyses, and these DSMs/DEGs were significantly enriched in flavonoid and diterpenoid biosynthesis pathways. In C. fortunei needles, 587 microRNAs (miRNAs), including 67 differentially expressed miRNAs (DERs), were detected. Among them, 8346 targets of 571 miRNAs were predicted using degradome data, and a 72-miRNA-target regulatory network involved in the metabolism of terpenoids and polyketides was constructed. Forty-one targets were further confirmed to be involved in terpenoid backbone and diterpenoid biosynthesis, and target analyses revealed that two miRNAs (i.e., aly-miR168a-5p and aof-miR396a) may be related to the different phenotypes and to differential regulation of diterpenoid biosynthesis. Overall, these results reveal that C. fortunei plants with the evergreen mutation maintain high terpenoid levels in winter through miRNA-target regulation, which provides a valuable resource for essential oil-related bioengineering research.

2022-08-12 | MTBLS3183 | MetaboLights

MicroRNAs and their isomiRs function cooperatively to target common biological pathways (Agilent miRNA array)

Project description:This data set is part of a larger study: Variants of microRNAs, (isomiRs) are commonly reported in deep-sequencing studies; however the functional significance of these variants remains controversial. To assess their biological relevance, we have performed ultra-deep miRNA-seq on ten adult human tissues, and created an analysis pipeline (miRNA-MATE) to align, annotate, and analyze miRNAs and their isomiRs. We find that isomiRs share sequence and expression characteristics with canonical miRNAs, and are generally strongly correlated with canonical miRNA expression. We isolated polyribosome-associated mRNA, and captured the mRNA-bound miRNAs, and found that isomiRs and canonical miRNAs are equally associated with translational machinery. Finally, we transfected cells with biotinylated RNA duplexes encoding isomiRs or their canonical counterparts and directly assayed their mRNA targets. These studies showed substantial overlap in functional mRNA networks suppressed by both canonical miRNAs and their isomiRs. Together, these results find isomiRs to be biologically relevant and functionally synergistic partners of canonical miRNAs that act coordinately to target pathways of functionally related genes. This work exposes the complexity of the miRNA-transcriptome, and helps explain a major miRNA paradox: how specific regulation of biological processes can occur with predominantly non-specific miRNA-mRNA interactions. 6 samples submitted, all replicates of Human Placenta total RNA, Ambion The miRNA-Seq data have been submitted to the short read archive under SRA number SRP006043: http://www.ncbi.nlm.nih.gov/sra?term= SRP006043

2011-12-21 | E-GEOD-29100 | biostudies-arrayexpress

MicroRNAs and their isomiRs function cooperatively to target common biological pathways (Illumina expression beadchip)

Project description:Variants of microRNAs, (isomiRs) are commonly reported in deep-sequencing studies; however the functional significance of these variants remains controversial. To assess their biological relevance, we have performed ultra-deep miRNA-seq on ten adult human tissues, and created an analysis pipeline (miRNA-MATE) to align, annotate, and analyze miRNAs and their isomiRs. We find that isomiRs share sequence and expression characteristics with canonical miRNAs, and are generally strongly correlated with canonical miRNA expression. We isolated polyribosome-associated mRNA, and captured the mRNA-bound miRNAs, and found that isomiRs and canonical miRNAs are equally associated with translational machinery. Finally, we transfected cells with biotinylated RNA duplexes encoding isomiRs or their canonical counterparts and directly assayed their mRNA targets. These studies showed substantial overlap in functional mRNA networks suppressed by both canonical miRNAs and their isomiRs. Together, these results find isomiRs to be biologically relevant and functionally synergistic partners of canonical miRNAs that act coordinately to target pathways of functionally related genes. This work exposes the complexity of the miRNA-transcriptome, and helps explain a major miRNA paradox: how specific regulation of biological processes can occur with predominantly non-specific miRNA-mRNA interactions. HEK293T cells were transfected with biotinylated miRNAs (either mir-10a-iso, mir-10a, mir-10b-iso or mir-10b) or a mock control. The miRNAs and target mRNA were pulled down with streptavidin. The pulled down RNA was hybridised to Illumina microarrays. The miRNA-Seq data have been submitted to the short read archive under SRA number SRP006043: http://www.ncbi.nlm.nih.gov/sra?term= SRP006043

2011-12-21 | E-GEOD-29043 | biostudies-arrayexpress

MicroRNAs and their isomiRs function cooperatively to target common biological pathways (Illumina expression beadchip)

2011-12-21 | GSE29043 | GEO

Integrated small RNA, mRNA and protein omics reveal a miRNA network orchestrating metabolic maturation of the developing human heart

Project description:As the fetal heart develops, cardiomyocyte proliferation potential decreases while fatty acid oxidative capacity increases, a highly regulated transition known as cardiac maturation. Small noncoding RNAs, such as microRNAs (miRNAs), contribute to the establishment and control of tissue-specific transcriptional programs. However, small RNA expression dynamics and genome wide miRNA regulatory networks controlling maturation of the human fetal heart remain poorly understood. Transcriptome profiling of small RNAs revealed the temporal expression patterns of miRNA, piRNA, circRNA, snoRNA, snRNA and tRNA in the developing human heart between 8 and 19 weeks of gestation. Our analysis revealed that miRNAs were the most dynamically expressed small RNA species throughout mid-gestation. Cross-referencing differentially expressed miRNAs and mRNAs predicted 6,200 mRNA targets, 2134 of which were upregulated and 4066 downregulated as gestation progresses. Moreover, we found that downregulated targets of upregulated miRNAs predominantly control cell cycle progression, while upregulated targets of downregulated miRNAs are linked to energy sensing and oxidative metabolism. Furthermore, integration of miRNA and mRNA profiles with proteomes and reporter metabolites revealed that proteins encoded in mRNA targets, and their associated metabolites, mediate fatty acid oxidation and are enriched as the heart develops.This study revealed the small RNAome of the maturing human fetal heart. Furthermore, our findings suggest that coordinated activation and repression of miRNA expression throughout mid-gestation is essential to establish a dynamic miRNA-mRNA-protein network that decreases cardiomyocyte proliferation potential while increasing the oxidative capacity of the maturing human fetal heart.

2024-01-26 | PXD044936 | Pride

Profiling of small RNA populations in rice total extract and purified AGO1 complexes

2009-11-23 | GSE18250 | GEO

A quantitative map of human primary microRNA processing sites

Project description:Maturation of canonical microRNA (miRNA) is initiated by DROSHA that cleaves the primary transcript (pri-miRNA). Over 1,800 miRNA loci are annotated in humans, but it remains largely unknown if and at which sites the pri-miRNAs are cleaved by DROSHA. Here we performed in vitro processing on a full set of human pri-miRNAs (miRBase v21) followed by sequencing. This comprehensive profiling enabled us to classify miRNAs based on DROSHA-dependence and map their cleavage sites with respective processing efficiency measures. Only 758 pri-miRNAs are confidently processed by DROSHA, while the majority may be non-canonical or false entries. Analyses of the DROSHA-dependent pri-miRNAs show key cis-elements for processing. We observe widespread alternative processing as well as unproductive cleavage events such as “nick” or “inverse” processing. SRSF3 is a broad-acting auxiliary factor modulating alternative processing and suppressing unproductive processing. The profiling data and methods developed in this study will allow systematic analyses of miRNA regulation.

2021-07-28 | PXD025767 | Pride

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