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Thrombocythemic Platelets microRNA Profiling

ABSTRACT: Post-transcriptional and translational controls mediated by microRNAs (miRNA) regulate diverse biological processes and disease. We systematically dissected regulatory effects of miRNAs relevant to megakaryocytopoiesis and platelet biology by analyzing expression patterns in 79 subjects with thrombocytosis and healthy controls, and integrated these data with transcriptomic and proteomic platforms. We identified and validated a unique 21-miRNA genetic fingerprint associated with thrombocytosis, and demonstrated that a discrete 3-member subset effectively defines ET phenotypes. The genetic signature includes functional guide and passenger strands of the previously-uncharacterized miR 490 (5p and 3p), both of which displayed restricted, low-level expression in megakaryocytes/platelets (compared to leukocytes), and aberrant expression during thrombocytosis, most profound in essential thrombocythemia (ET). Overexpression of miR 490 in a bilineage differentiation model of megakaryocyte/erythroid progenitor formation was insufficient for hematopoietic stem cell colony differentiation and/or lineage specification. Systematic integration of transcriptomic and mass spectrometric datasets with functional reporter assays identified dishevelled associated activator of morphogenesis 1 (DAAM1) as a unique miR 490 5p protein target demonstrating decreased expression in ET platelets, putatively modulated by translational control (and not by mRNA target degradation). Our data define a dysregulated miRNA fingerprint in thrombocytosis, and collectively support a developmentally-restricted function of miR 490 (and its putative DAAM1 target) to conditions associated with exaggerated megakaryocytopoiesis and/or proplatelet formation.

ORGANISM(S): Homo sapiens

PROVIDER: GSE39046 | GEO | 2012/11/06

SECONDARY ACCESSION(S): PRJNA169659

REPOSITORIES: GEO

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Thrombocythemic Platelets microRNA Profiling

Project description:Post-transcriptional and translational controls mediated by microRNAs (miRNA) regulate diverse biological processes and disease. We systematically dissected regulatory effects of miRNAs relevant to megakaryocytopoiesis and platelet biology by analyzing expression patterns in 79 subjects with thrombocytosis and healthy controls, and integrated these data with transcriptomic and proteomic platforms. We identified and validated a unique 21-miRNA genetic fingerprint associated with thrombocytosis, and demonstrated that a discrete 3-member subset effectively defines ET phenotypes. The genetic signature includes functional guide and passenger strands of the previously-uncharacterized miR 490 (5p and 3p), both of which displayed restricted, low-level expression in megakaryocytes/platelets (compared to leukocytes), and aberrant expression during thrombocytosis, most profound in essential thrombocythemia (ET). Overexpression of miR 490 in a bilineage differentiation model of megakaryocyte/erythroid progenitor formation was insufficient for hematopoietic stem cell colony differentiation and/or lineage specification. Systematic integration of transcriptomic and mass spectrometric datasets with functional reporter assays identified dishevelled associated activator of morphogenesis 1 (DAAM1) as a unique miR 490 5p protein target demonstrating decreased expression in ET platelets, putatively modulated by translational control (and not by mRNA target degradation). Our data define a dysregulated miRNA fingerprint in thrombocytosis, and collectively support a developmentally-restricted function of miR 490 (and its putative DAAM1 target) to conditions associated with exaggerated megakaryocytopoiesis and/or proplatelet formation. Human platelets from a total of 79 samples in 3 phenotypic groups: essential thrombocythemia (ET, N =27), reactive thrombocytosis (RT, N=22) and healthy controls (NO, N=30) were measured on array platform

2012-11-06 | E-GEOD-39046 | biostudies-arrayexpress

Platelet micro-RNA expression in type 2 diabetes mellitus

2014-03-14 | GSE44093 | GEO

Impact of miRNAs on the USSC proteome after XXL-differentiation

Project description:The contribution of microRNA-mediated posttranscriptional regulation on the final proteome in differentiating cells remains elusive. Here, we evaluated the impact of microRNAs (miRNAs) on the proteome of human umbilical cord blood-derived unrestricted somatic stem cells (USSC) during retinoic acid (RA) differentiation by a systemic approach using next generation sequencing analysing mRNA and miRNA expression and quantitative mass spectrometry-based proteome analyses. Interestingly, regulation of mRNAs and their dedicated proteins highly correlated during RA-incubation. Additionally, RA-induced USSC demonstrated a clear separation from native USSC thereby shifting from a proliferating to a metabolic phenotype. Bioinformatic integration of up- and downregulated miRNAs and proteins initially implied a strong impact of the miRNome on the XXL-USSC proteome. However, quantitative proteome analysis of the miRNA contribution on the final proteome after ectopic overexpression of downregulated miR-27a-5p and miR-221-5p or inhibition of upregulated miR-34a-5p, respectively, followed by RA-induction revealed only minor proportions of differentially abundant proteins. In addition, only small overlaps of these regulated proteins with inversely abundant proteins in non-transfected RA-treated USSC were observed. Hence, mRNA transcription rather than miRNA-mediated regulation is the driving force for protein regulation upon RA-incubation, strongly suggesting that miRNAs are fine-tuning regulators rather than active primary switches during RA-induction of USSC.

2020-01-31 | PXD016915 | Pride

Platelet micro-RNA expression in type 2 diabetes mellitus

Project description:Results Platelets in non-diabetic patients demonstrated miRNA expression profiles comparable to previously published data. The miRNA expression profiles of platelets in diabetics were similar. Statistical analysis unveiled only three miRNAs (miR-377-5p, miR-628-3p, miR-3137) with high reselection probabilities in resampling techniques, corresponding to signatures with only modest discriminatory performance. Functional annotation of predicted targets for these miRNAs pointed towards an influence of diabetes mellitus on mRNA processing. Conclusions/interpretation We did not find any major differences in platelet miRNA profiles between diabetics and non-diabetics. Minor differences pertained to miRNAs associated with mRNA processing. Thus, previously described differences in plasma miRNAs between diabetic and nondiabetic patients cannot be explained by plain changes in the platelet miRNA profile. Platelet miRNA profiles were assessed in clinically stable diabetic and nondiabetic patients (each n=30). Platelet miRNA was isolated from leucocyte-depleted platelet-rich plasma, and miRNA profiling was performed using LNA micro-array technology (miRBase 18.0, containing 1,917 human miRNAs). Effects of diabetes mellitus were explored by univariate statistical tests for each miRNA, adjusted for potential confounders, and by developing a multivariable signature, which was evaluated by resampling techniques. Platelet phenotype was assessed by light transmission aggregometry and impedance aggregometry.

2014-03-14 | E-GEOD-44093 | biostudies-arrayexpress

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2023-06-06 | MODEL2305010001 | BioModels

Identification of translational microRNA biomarker candidates for ketoconazole-induced liver injury using next-generation sequencing

Project description:Drug induced liver injury (DILI) is a leading cause of acute liver failure. Reliable and translational biomarkers are needed for early detection of DILI. microRNAs (miRNAs) have received wide attention as a novel class of potential DILI biomarkers. However, it is unclear how DILI drugs other than acetaminophen may influence miRNA expression or which miRNAs could serve as useful biomarkers in humans. We selected ketoconazole (KCZ), a classic hepatotoxin, to study miRNA biomarkers for DILI as a proof-of-concept for a workflow that integrated in vivo, in vitro, and bioinformatics analyses. We examined hepatic miRNA expression in KCZ-treated rats at multiple doses and durations using miRNA-sequencing and correlated our results with conventional DILI biomarkers such as liver histology. Significant dysregulation of rno-miR-34a-5p, rno-miR-331-3p, rno-miR-15b-3p, and rno-miR-676 was associated with cytoplasmic vacuolization, a phenotype in rat livers with KCZ-induced injury, which preceded the elevation of serum liver transaminases (ALT and AST). Between rats and humans, miR-34a-5p, miR-331-3p, and miR-15b-3p were evolutionarily conserved with identical sequences, whereas miR-676 showed 73% sequence similarity. Using quantitative PCR, we found that the levels of hsa-miR-34a-5p, hsa-miR-331-3p, and hsa-miR-15b-3p were significantly elevated in the culture media of HepaRG cells treated with 100 mM KCZ (a concentration that could induce cytotoxicity). Additionally, we computationally characterized the miRNA candidates for their gene targeting, target functions, and miRNA/target evolutionary conservation. In conclusion, we identified miR-34a-5p, miR-331-3p, and miR-15b-3p as translational biomarker candidates for early detection of KCZ-induced liver injury with a workflow applicable to computational toxicology studies.

2020-10-23 | GSE159200 | GEO

mRNA-sequencing of 293T-no dice transfected with miR-16, miR-214, or KSHV-miR-K6-5p

Project description:The viral miRNA miR-K6-5p encoded by the DNA tumor virus Kaposi’s sarcoma-associated herpesvirus exhibits offset, sequence similarity with the tumor suppressive cellular miR-15/16 family, as well as sharing a short seed match to the cellular miR-214 (nts 2-7). We investigated how gene regulation by the viral miR-K6-5p is related to regulation by these cellular miRNAs by performing transcriptome analysis. mRNA-Seq was done in HEK 293T NoDice cells (Bogerd et al., RNA 2014) lacking Dicer which severely impaired the maturation of miRNAs thereby eliminating confounding effects of endogenously expressed miR-15/16 family. We transfected mature miRNA mimics of miR-16, miR-K6-5p wild-type, a variant of miR-K6-5p with a U at nt 1 instead of a C to control of RISC loading (miR-K6 5’U), miR-214, or a control mimic into NoDice cells, and harvested total RNA 2 days post-transfection.

2019-11-01 | GSE128576 | GEO

Development of microRNA expression signatures for Buyang Huanwu decoction in treating intracerebral hemorrhage

Project description:To identify the potential miRNA asscociated with Buyang Huanwu decoction (BYHWD) in treating intracerebral hemorrhage (ICH), we have employed miRNA expression profiling. 126 and 38 miRNAs were identified in the ICH vs sham group and the BYHWD vs ICH group, respectively. Specifically, 15 DEmiRNAs were intersected among the three groups. Expression of 14 miRNA (miR-7b-5p, miR-770-3p,miR-760-3p, miR-376c-5p, miR-1224-5p, miR-298-5p, miR-541-3p, miR-344d-3-5p, miR-653-5p, miR-7a-5p, miR-6540-5p,miR-146a-5p, miR-375-3p, and miR-3962) from this signature was quantified by RT-qPCR.

2024-02-29 | GSE255030 | GEO

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Project description:The identification of miRNAs’ targets and associated regulatory networks might allow the definition of new strategies using drugs whose association might mimic a given miRNA’s effects. Based on this assumption our group devised a multi-omics approach in an attempt to precisely characterize miRNAs’ effects. We combined the analysis of miR-491-5p direct targets, and effects at the transcriptomic and proteomic levels. We thus constructed an interaction network which enlightened highly connected nodes, being either direct or indirect targets of miR-491-5p effects: the already known EGFR and BCL2L1, but also EP300, CTNNB1 and several small-GTPases. By using different combinations of specific inhibitors of these nodes, we could greatly enhance their respective cytotoxicity and mimic miR-491-5p-induced phenotype. Our methodology thus constitutes an interesting strategy to comprehensively study the effects of a given miRNA. Also, we identified targets for which pharmacological inhibitors are already available for a clinical use, or in clinical trial phases. This study might thus enable innovative therapeutic options for ovarian cancer, which remains the first cause of death from gynecological malignancies in developed countries.

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