A comparison of microRNA sequencing reproducibility and noise reduction using mirVana and TRIzol isolation methods.

Int J Comput Biol Drug Des

Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN 37232, USA.

Published: September 2014

MicroRNAseq (miRNAseq) is a form of RNAseq technology that has become an increasingly popular alternative to miRNA expression profiling. Unlike messenger RNA (mRNA), miRNA extraction can be difficult, and sequencing such small RNA can also be problematic. We designed a study to test the reproducibility of miRNAseq technology and the performance of the two popular miRNA isolation methods, mirVana and TRIzol, by sequencing replicated samples using microRNA isolated with each kit. Through careful analysis of our data, we found excellent repeatability of miRNAseq technology. The mirVana method performed better than TRIzol in terms of useful reads sequenced, number of miRNA identified, and reproducibility. Finally, we identified a baseline noise level for miRNAseq technology; this baseline noise level can be used as a filter in future miRNAseq studies.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5798231PMC
http://dx.doi.org/10.1504/IJCBDD.2014.061642DOI Listing

Publication Analysis

Top Keywords

mirnaseq technology
12
mirvana trizol
8
isolation methods
8
baseline noise
8
noise level
8
mirnaseq
5
comparison microrna
4
microrna sequencing
4
sequencing reproducibility
4
reproducibility noise
4

Similar Publications

Background: The fat tail of sheep is an adaptive trait that facilitates their adaptation to harsh natural environments. MicroRNAs (miRNAs) have been demonstrated to play crucial roles in the regulation of tail fat deposition.

Methods: In this study, miRNA-Seq was employed to investigate the expression profiles of miRNAs during different developmental stages of sheep fat tails and elucidate the functions of differentially expressed miRNAs (DE miRNAs).

View Article and Find Full Text PDF

The PpPep2-Triggered PTI-like Response in Peach Trees Is Mediated by miRNAs.

Int J Mol Sci

December 2024

Institute for Agricultural and Food Technology, Universitat de Girona, C/ Maria Aurèlia Capmany, 61, 17003 Girona, Spain.

Plant diseases diminish crop yields and put the world's food supply at risk. Plant elicitor peptides (Peps) are innate danger signals inducing defense responses both naturally and after external application onto plants. Pep-triggered defense networks are compatible with pattern-triggered immunity (PTI).

View Article and Find Full Text PDF

Background: Hypoxia negatively affects the behavior, growth, reproduction and survival of fish, causing serious economic losses to aquaculture. Rainbow trout (Oncorhynchus mykiss), an important economic fish worldwide, belongs to a hypoxia-sensitive fish species, however, little is known about the regulatory mechanism of microRNAs (miRNAs) under hypoxia stress.

Results: Rainbow trout were subjected to hypoxia stress for 3 h (H3h_L), 12 h (H12h_L), 24 h (H24h_L) and 3 h reoxygenation (R3h_L) to systemically evaluate the changes of miRNA expression profiles in liver, and functions of sha-miR-92a_L + 2R + 4 were investigated.

View Article and Find Full Text PDF
Article Synopsis
  • - Jujube witches' broom, linked to phytoplasma infection, significantly affects Chinese jujube plants, with zju-miR156c identified as a key player in this disease process.
  • - The study showed that zju-miR156c is upregulated in infected plants, leading to increased cytokinin levels and downregulation of its target gene ZjSPL3, contributing to the disease symptoms.
  • - Additionally, interactions between proteins SJP1 and ZjERF18 were established, suggesting a novel pathogenic pathway involving zjERF18, zju-miR156c, ZjSPL3, and cytokinin in the development of witches' broom.
View Article and Find Full Text PDF

Blood mir-331-3p is a potential diagnostic marker for giant panda (Ailuropoda melanoleuca) testicular tumor.

BMC Vet Res

November 2024

State Forestry and Grassland Administration Key Laboratory of Conservation Biology for Rare Animals of the Giant Panda State Park, China Conservation and Research Center for the Giant Panda, Chengdu, 610081, China.

Background: In recent years, several giant pandas have suffered from testicular tumor, which has seriously affected giant panda health. However, the pathogenesis of testicular tumor in giant panda is still unclear. Studies have shown that miRNAs are involved in the occurrence and development of a variety of cancers.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!