scholarly journals Depletion of erythropoietic miR-486-5p and miR-451a improves detectability of rare microRNAs in peripheral blood-derived small RNA sequencing libraries

2019 ◽  
Author(s):  
Simonas Juzenas ◽  
Carl Mårten Lindqvist ◽  
Go Ito ◽  
Yewgenia Dolshanskaya ◽  
Jonas Halfvarson ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Peripheral Blood ◽  
Human Peripheral Blood ◽  
Research Question ◽  
Cost Effective ◽  
Small Rna Sequencing ◽  
Negative Effects ◽  
Mirna Species ◽  
Small Rna Library

AbstractErythroid-specific miR-451a and miR-486-5p are two of the most dominant microRNAs (miRNAs) in human peripheral blood. In small RNA sequencing libraries, their overabundance reduces diversity as well as complexity and consequently causes negative effects such as missing detectability and inaccurate quantification of low abundant miRNAs. Here we present a simple, cost-effective and easy to implement hybridization-based method to deplete these two erythropoietic miRNAs from blood-derived RNA samples. By utilization of blocking oligonucleotides, this method provides a highly efficient and specific depletion of miR-486-5p and miR-451a, which leads to a considerable increase of measured expression as well as detectability of low abundant miRNA species. The blocking oligos are compatible with common 5’ ligation-dependent small RNA library preparation protocols, including commercially available kits, such as Illumina TruSeq and Perkin Elmer NEXTflex. Furthermore, the here described method and oligo design principle can be easily adapted to target many other miRNA molecules, depending on context and research question.

scholarly journals Depletion of erythropoietic miR-486-5p and miR-451a improves detectability of rare microRNAs in peripheral blood-derived small RNA sequencing libraries

2020 ◽  
Vol 2 (1) ◽  
Author(s):  
Simonas Juzenas ◽  
Carl M Lindqvist ◽  
Go Ito ◽  
Yewgenia Dolshanskaya ◽  
Jonas Halfvarson ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Peripheral Blood ◽  
Human Peripheral Blood ◽  
Research Question ◽  
Cost Effective ◽  
Small Rna Sequencing ◽  
Negative Effects ◽  
Mirna Species ◽  
Small Rna Library

Abstract Erythroid-specific miR-451a and miR-486-5p are two of the most dominant microRNAs (miRNAs) in human peripheral blood. In small RNA sequencing libraries, their overabundance reduces diversity as well as complexity and consequently causes negative effects such as missing detectability and inaccurate quantification of low abundant miRNAs. Here we present a simple, cost-effective and easy to implement hybridization-based method to deplete these two erythropoietic miRNAs from blood-derived RNA samples. By utilization of blocking oligonucleotides, this method provides a highly efficient and specific depletion of miR-486-5p and miR-451a, which leads to a considerable increase of measured expression as well as detectability of low abundant miRNA species. The blocking oligos are compatible with common 5′ ligation-dependent small RNA library preparation protocols, including commercially available kits, such as Illumina TruSeq and Perkin Elmer NEXTflex. Furthermore, the here described method and oligo design principle can be easily adapted to target many other miRNA molecules, depending on context and research question.

2181The prothrombotic transcriptome of reticulated platelets

2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
D Bongiovanni ◽  
G Santamaria ◽  
M Klug ◽  
D Santovito ◽  
A Felicetta ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Platelet Activation ◽  
Small Rna ◽  
Peripheral Blood ◽  
Cardiovascular Events ◽  
Platelet Reactivity ◽  
Gene Set Enrichment Analysis ◽  
Small Rna Sequencing ◽  
Reticulated Platelets ◽  
First Time

Abstract Introduction Reticulated platelets (RPs) are young, hyper-reactive platelets that are larger and contain significantly more RNA compared to older mature platelets. High levels of RPs in peripheral blood are predictors of an insufficient response to dual antiplatelet therapy in cardiovascular patients and of adverse cardiovascular events also in non-cardiac patients. However, the mechanisms underlying these correlations remains widely unknown and the biology of RPs has not been investigated yet. Purpose We aimed to compare for the first time the transcriptomic profiles of RPs and mature platelets (MPs). Methods RPs and MPs from peripheral blood of healthy donors were identified and isolated using FACS/Sorting based on their RNA-content. Immediately after sorting, RNA was extracted and quality, concentration and integrity was assessed with the Tapestation 4200 platform (Agilent). Total- and small-RNA libraries were prepared, multiplexed and sequenced on a NextSeq 500 Illumina platform Results Total-RNA-sequencing revealed 1744 differentially expressed genes (670 downregulated 1074 upregulated) in RPs compared to MPs (Figure 1A, B). In particular, transcripts for the collagen receptor GP6, thromboxane receptor A2 (TBXA2R), thrombin receptor PAR4 (F2RL3) and ATP receptor P2RX1 were significantly enriched in RPs, whereas several RNA regulators as the ribonuclease PARN, the RISC-component TNRC6A and the splicing factor LUC7L3 were downregulated in RPs. Gene ontology analysis revealed an enrichment of relevant biological categories in RPs including platelet activation and blood coagulation (Figure 1C). Gene Set Enrichment Analysis showed an enrichment of several activation pathways like thrombin, thromboxane and GPIIb/IIIa signaling in RPs. Small-RNA-sequencing reported 9 miRNAs significantly downregulated in RPs with targets involved in platelet reactivity. Figure 1 Conclusions This study represents the first comparative transcriptome analysis of RPs and MPs and reports for the first time a differential enrichment of transcripts involved in platelet activation. The clear upregulation of prothrombotic signaling in RPs could explain, at least in part, their hyper-activity and their correlation with cardiovascular events in different pathological settings (trancripts enriched in RPs: Figure 1D). Acknowledgement/Funding German Society of Cardiology (DGK Nr.102018) ESC First conctact initiative grant 2018

scholarly journals Massively differential bias between two widely used Illumina library preparation methods for small RNA sequencing

2013 ◽  
Author(s):  
Jeanette Baran-Gale ◽  
Michael R Erdos ◽  
Christina Sison ◽  
Alice Young ◽  
Emily E Fannin ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Small Rnas ◽  
Small Rna Sequencing ◽  
Library Preparation ◽  
Sequencing Technology ◽  
Preparation Methods ◽  
Sequencing Platforms ◽  
Small Rna Library ◽  
Illumina Library

Recent advances in sequencing technology have helped unveil the unexpected complexity and diversity of small RNAs. A critical step in small RNA library preparation for sequencing is the ligation of adapter sequences to both the 5’ and 3’ ends of small RNAs. Two widely used protocols for small RNA library preparation, Illumina v1.5 and Illumina TruSeq, use different pairs of adapter sequences. In this study, we compare the results of small RNA-sequencing between v1.5 and TruSeq and observe a striking differential bias. Nearly 100 highly expressed microRNAs (miRNAs) are >5-fold differentially detected and 48 miRNAs are >10-fold differentially detected between the two methods of library preparation. In fact, some miRNAs, such as miR-24-3p, are over 30-fold differentially detected. The results are reproducible across different sequencing centers (NIH and UNC) and both major Illumina sequencing platforms, GAIIx and HiSeq. While some level of bias in library preparation is not surprising, the apparent massive differential bias between these two widely used adapter sets is not well appreciated. As increasingly more laboratories transition to the newer TruSeq-based library preparation for small RNAs, researchers should be aware of the extent to which the results may differ from previously published results using v1.5.

Small RNA Sequencing to Discover Circulating MicroRNA Biomarkers of Testicular Toxicity in Dogs

2020 ◽  
pp. 109158182096151
Author(s):  
Jennifer C. Shing ◽  
Kai Schaefer ◽  
Shaun E. Grosskurth ◽  
Andy H. Vo ◽  
Tatiana Sharapova ◽  
...  
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
Exploratory Study ◽  
Quantitative Polymerase Chain Reaction ◽  
Small Rna Sequencing ◽  
Circulating Microrna ◽  
Testicular Toxicity ◽  
Potential Candidate ◽  
Drug Induced ◽  
Organ Systems

Predictive indicators of testicular toxicity could improve drug development by allowing early in-life screening for this adverse effect before it becomes severe. We hypothesized that circulating microRNAs (miRNAs) could serve as testicular toxicity biomarkers in dogs. Herein, we describe the results of an exploratory study conducted to discover biomarkers of drug-induced testicular injury. Following a dose-selection study using the testicular toxicant ethylene glycol monomethyl ether (EGME), we chose a dose of 50 mg/kg/d EGME to avoid systemic toxicity and treated 2 groups of dogs (castrated, non-castrated) for 14 to 28 days. Castrated animals were used as negative controls to identify biomarkers specific for testicular toxicity because EGME can cause toxicity to organ systems in addition to the testis. Blood was collected daily during the dosing period, followed by recovery for 29 to 43 days with less frequent sampling. Dosing was well tolerated, resulting in mild-to-moderate degeneration in testes and epididymides. Global profiling of serum miRNAs at selected dosing and recovery time points was completed by small RNA sequencing. Bioinformatics data analysis using linear modeling demonstrated several circulating miRNAs that were differentially abundant during the dosing period compared with baseline and/or castrated control samples. Confirmatory reverse transcription quantitative polymerase chain reaction data in these animals was unable to detect sustained alterations of miRNAs in serum, except for 1 potential candidate cfa-miR-146b. Taken together, we report the results of a comprehensive exploratory study and suggest future directions for follow-up research to address the challenge of developing diagnostic biomarkers of testicular toxicity.

scholarly journals Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis

Diagnostics ◽  
2021 ◽  
Vol 11 (6) ◽  
pp. 964
Author(s):  
Sarka Benesova ◽  
Mikael Kubista ◽  
Lukas Valihrach
Keyword(s):  
Rna Sequencing ◽  
Small Rna ◽  
High Sensitivity ◽  
Small Rna Sequencing ◽  
Rna Seq ◽  
Liquid Biopsies ◽  
Comprehensive Overview ◽  
Rna Molecules ◽  
Novel Mirna ◽  
The Many

MicroRNAs (miRNAs) are a class of small RNA molecules that have an important regulatory role in multiple physiological and pathological processes. Their disease-specific profiles and presence in biofluids are properties that enable miRNAs to be employed as non-invasive biomarkers. In the past decades, several methods have been developed for miRNA analysis, including small RNA sequencing (RNA-seq). Small RNA-seq enables genome-wide profiling and analysis of known, as well as novel, miRNA variants. Moreover, its high sensitivity allows for profiling of low input samples such as liquid biopsies, which have now found applications in diagnostics and prognostics. Still, due to technical bias and the limited ability to capture the true miRNA representation, its potential remains unfulfilled. The introduction of many new small RNA-seq approaches that tried to minimize this bias, has led to the existence of the many small RNA-seq protocols seen today. Here, we review all current approaches to cDNA library construction used during the small RNA-seq workflow, with particular focus on their implementation in commercially available protocols. We provide an overview of each protocol and discuss their applicability. We also review recent benchmarking studies comparing each protocol’s performance and summarize the major conclusions that can be gathered from their usage. The result documents variable performance of the protocols and highlights their different applications in miRNA research. Taken together, our review provides a comprehensive overview of all the current small RNA-seq approaches, summarizes their strengths and weaknesses, and provides guidelines for their applications in miRNA research.

scholarly journals Identification of Zinc Deficiency-Responsive MicroRNAs in Brassica juncea Roots by Small RNA Sequencing

2013 ◽  
Vol 12 (11) ◽  
pp. 2036-2044 ◽  
Author(s):  
Dong-qing SHI ◽  
Yuan ZHANG ◽  
Jin-hu MA ◽  
Yu-long LI ◽  
Jin XU
Keyword(s):  
Rna Sequencing ◽  
Brassica Juncea ◽  
Zinc Deficiency ◽  
Small Rna ◽  
Small Rna Sequencing

Abstract 46: High-Density Lipoproteins Control Monocyte Differentiation Through microRNA Intercellular Communication

2013 ◽  
Vol 33 (suppl_1) ◽  
Author(s):  
Kasey C Vickers ◽  
Michael G Levin ◽  
Michael P Anderson ◽  
Qing Xu ◽  
Joshua Anzinger ◽  
...  
Keyword(s):  
Gene Expression ◽  
Rna Sequencing ◽  
High Throughput ◽  
Small Rna ◽  
Cellular Response ◽  
Culture Media ◽  
Recipient Cell ◽  
Inflammatory Cells ◽  
High Density Lipoproteins ◽  
Small Rna Sequencing

Many HDL-microRNAs (miRNA) are well-characterized post-transcriptional regulators of inflammation, and are significantly increased on HDL with hypercholesterolemia and atherosclerosis in humans and mice. Therefore, we hypothesize that inflammatory cells uniquely control their own gene expression through cellular miRNA export to HDL and then regulate recipient cell gene expression through HDL-mediated miRNA delivery. To test this hypothesis, we used high-throughput proteomics, Open Arrays, small RNA sequencing, and gene expression microarrays. Human monocytes (plasma elutriation) were differentiated into dendritic cells and multiple macrophage phenotypes. Each cell-type was incubated with pure reconstituted HDL (rHDL), which was then purified from culture media by apolipoprotein A-I immunoprecipitation after 24 h, and both cellular and HDL-miRNAs were profiled using TaqMan Open Arrays. Macrophages were found to export high levels of miRNAs to HDL that inhibit monocyte/macrophage differentiation (miR-146a, miR-223); however, monocytes were also found to export many miRNAs associated with differentiation, including miR-92a, miR-222, miR-17, miR-20a, miR106a, and miR-21. Furthermore, many miRNAs were found to be transcribed in inflammatory cells, but completely exported to HDL and not retained in the cell. Most interestingly, HDL treatment was found to induce miR-223 transcription in monocytes, as determined by primary miR-223 transcript levels; however, intracellular levels of the mature form (miR-223) did not change. These results suggest that HDL induces the export of miRNAs it transports. PAR-CLIP with high-throughput small RNA sequencing was used to demonstrate that miRNAs are transferred from macrophages to endothelial cells and loaded onto cellular Argonaute 2-continaining RNA-induced silencing complexes. To demonstrate this in mice, human HDL, containing endogenous levels of miR-223, were injected into miR-223-null mice and inflammation-associated miRNA delivery was mapped in vivo. In summary, we found profound differences in the cellular response to HDL treatment and HDL-miRNA communication amongst inflammatory cell phenotypes that are physiologically relevant to cardiovascular disease.

scholarly journals Small RNA sequencing of sessile serrated polyps identifies microRNA profile associated with colon cancer

2018 ◽  
Vol 58 (1) ◽  
pp. 23-33 ◽  
Author(s):  
Priyanka Kanth ◽  
Mark W. Hazel ◽  
Kenneth M. Boucher ◽  
Zhihong Yang ◽  
Li Wang ◽  
...  
Keyword(s):  
Colon Cancer ◽  
Rna Sequencing ◽  
Small Rna ◽  
Small Rna Sequencing ◽  
Serrated Polyps ◽  
Microrna Profile
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