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Platelet microRNA-mRNA Co-Expression Profiles Correlate with Platelet Reactivity

ABSTRACT: MicroRNAs (miRNAs) regulate cell physiology by altering protein expression, but the biology of platelet miRNAs is largely unexplored. We tested whether platelet miRNA levels were associated with platelet reactivity by genome-wide profiling using platelet RNA from 19 healthy subjects. We found that human platelets express 284 miRNAs. Unsupervised hierarchical clustering of miRNA profiles resulted in 2 groups of subjects that appeared to cluster by platelet aggregation phenotypes. Seventy-four miRNAs were differentially expressed (DE) between subjects grouped according to platelet aggregation to epinephrine, a subset of which predicted the platelet reactivity response. Using whole genome mRNA expression data on these same subjects, we computationally generated a high-priority list of miRNA-mRNA pairs in which the DE platelet miRNAs had binding sites in 3'UTRs of DE mRNAs, and the levels were negatively correlated. Three miRNA-mRNA pairs (miR-200b:PRKAR2B, miR-495:KLHL5 and miR-107:CLOCK) were selected from this list and all 3 miRNAs knocked down protein expression from the target mRNA. Reduced activation from platelets lacking PRKAR2B supported these findings. In summary, (1) platelet miRNAs are able to repress expression of platelet proteins, (2) miRNA profiles are associated with and may predict platelet reactivity, and (3) bioinformatic approaches can successfully identify functional miRNAs in platelets.

ORGANISM(S): Mus musculus Human gammaherpesvirus 8 JC polyomavirus Rattus norvegicus Betapolyomavirus macacae Murid gammaherpesvirus 4 Human immunodeficiency virus 1 Homo sapiens Human betaherpesvirus 5 Betapolyomavirus hominis Human alphaherpesvirus 1 human gammaherpesvirus 4 Murid betaherpesvirus 1

PROVIDER: GSE27917 | GEO | 2011/09/27

SECONDARY ACCESSION(S): PRJNA139807

REPOSITORIES: GEO

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Platelet microRNA-mRNA Co-Expression Profiles Correlate with Platelet Reactivity

Project description:MicroRNAs (miRNAs) regulate cell physiology by altering protein expression, but the biology of platelet miRNAs is largely unexplored. We tested whether platelet miRNA levels were associated with platelet reactivity by genome-wide profiling using platelet RNA from 19 healthy subjects. We found that human platelets express 284 miRNAs. Unsupervised hierarchical clustering of miRNA profiles resulted in 2 groups of subjects that appeared to cluster by platelet aggregation phenotypes. Seventy-four miRNAs were differentially expressed (DE) between subjects grouped according to platelet aggregation to epinephrine, a subset of which predicted the platelet reactivity response. Using whole genome mRNA expression data on these same subjects, we computationally generated a high-priority list of miRNA-mRNA pairs in which the DE platelet miRNAs had binding sites in 3'UTRs of DE mRNAs, and the levels were negatively correlated. Three miRNA-mRNA pairs (miR-200b:PRKAR2B, miR-495:KLHL5 and miR-107:CLOCK) were selected from this list and all 3 miRNAs knocked down protein expression from the target mRNA. Reduced activation from platelets lacking PRKAR2B supported these findings. In summary, (1) platelet miRNAs are able to repress expression of platelet proteins, (2) miRNA profiles are associated with and may predict platelet reactivity, and (3) bioinformatic approaches can successfully identify functional miRNAs in platelets. Total RNA from the platelets of 19 donors was harvested and labeled with Hy3. Reference RNA (a pool of all samples) was labeled with Hy5. This submission represents the miRNA expression component of the study.

2011-09-26 | E-GEOD-27917 | biostudies-arrayexpress

Platelet microRNA expression profiles of acute coronary syndrome patients with high and low platelet reactivity

Project description:To explore the diverse platelet microRNA (miRNA) expression between high platelet reactivity (HPR) and low platelet reactivity (LPR) patients with acute coronary syndromes (ACS), we enrolled a cohort of ACS patients and performed miRNA expression profiling of platelets from four HPR and four LPR patients using human miRNA microarray system. VerifyNow P2Y12 assay was applied to indentify HPR and LPR. Venous blood was drawn from the patients and was centrifuged to prepare platelets. Among the candidate differentially expressed miRNAs, miR-15b expression was further confirmed to be lower in platelets of 22 HPR patients than 17 LPR by quantitative reverse-transcription polymerase chain reaction (RT-qPCR). We enrolled a consecutive cohort of 290 ACS patients and assessed the platelet reactivity using VerifyNow P2Y12 assay. In this study, HPR was defined as M-bM-^IM-%300 platelet reactivity unit (PRU) while LPR <170 PRU. miRNA microarray analysis was performed in platelets of four HPR and four LPR patients with ACS.

2014-07-17 | E-GEOD-59488 | biostudies-arrayexpress

Platelet microRNA expression profiles of acute coronary syndrome patients with high and low platelet reactivity

2014-07-17 | GSE59488 | GEO

Racial Difference in Human Platelet PAR4 Reactivity Reflects Expression of PCTP and miR-376c

Project description:Racial differences in the pathophysiology of atherothrombosis are poorly understood. We explored the function and transcriptome of platelets in healthy black (n=70) and white (n=84) subjects. Numerous differentially expressed (DE) RNAs were associated with both race and PAR4 reactivity, including phosphatidylcholine transfer protein (PCTP), and platelets from blacks expressed higher levels of PC-TP protein. Purified platellets were obtained from 154 healthy volunteers not taking blood thinning medication, suffering from blood diseases or otherwise excluded for health reasons. RNA was extracted and profiled on these subjects. Simultaneously, purified platelets were phenotyped using aggregation in response to stimulation with agonist. The agonist response scores and races as ewll as gene expression values on these individuals are provided.

2013-11-15 | E-GEOD-49921 | biostudies-arrayexpress

Thrombin-reduced miR-27b attenuates platelet angiogenic activities via enhancing platelet de novo synthesis of anti-angiogenic thrombospondin-1

Project description:To identify if platelet activation would result in altered platelet miRNA profile, not only in total RNA sample, also in AGO2-immunoprecipitation(AGO2-IP) products. To determinate if altered platelet miRNAs could regulate de novo protein synthesis of angiogenic factors in activated platelets, and even more importantly, if miRNA-regulated platelet angiogenic factor synthesis could result in changes of platelet angiogenic activities.

2017-03-14 | GSE96533 | GEO

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

Murine platelet miRNA pattern and its regulation by a MK/platelet-specific genetic ablation of Dicer.

Project description:Purpose: To assess the platelet miRNA pattern which is regulated in a Dicer-dependent manner, we conducted a global screen of platelet miRNA expression of murine platelets from Dicerlox/lox and DicerPf4∆/Pf4∆ mice using Next-generation deep sequencing analysis. Methods: Platelets were isolated from 10- to 12-week-old Dicerlox/lox and DicerPf4Δ/Pf4Δ mice of male sex. Total RNA including miRNA was isolated from murine platelets using the QIAsymphony RNA Kit. The sequencing library was prepared using the QIAseq miRNA Library Kit with 10 to 20 ng input. The libraries were pooled in an equimolar fashion and sequenced on a NovaSeq6000 as paired-end reads with a sequencing depth of >12 Mio clusters (i.e. read-pairs) per sample. Results: we were able to detect a total of 427 miRNAs in these platelets, of which 81 were significantly regulated (> |0.5| logFC threshold) in a Dicer-dependent manner. The majority of miRNAs were significantly downregulated, but a smaller proportion of miRNAs was slightly, but significantly upregulated in platelets lacking Dicer. Conclusions: this study discloses differential expression patterns of further platelet miRNAs that potentially link multiple intercellular processes and pathways implicated in several stages of the pathogenesis of myocardial I/R injury

2023-03-03 | GSE184523 | GEO

Platelet micro-RNA expression in type 2 diabetes mellitus

2014-03-14 | GSE44093 | GEO

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Project description:Platelets and megakaryocytes are critical players in immune responses. Recent reports suggest infection and inflammation alter the megakaryocyte and platelet transcriptome to induce altered platelet reactivity. We examined if non-viral sepsis induces differential platelet gene expression and reactivity. Non-viral sepsis significantly upregulated IFITM3, an interferon responsive gene that restricts viral replication

2022-12-01 | GSE210797 | GEO

Racial Difference in Human Platelet PAR4 Reactivity Reflects Expression of PCTP and miR-376c

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