scholarly journals miRador: a fast and precise tool for the prediction of plant miRNAs

2021 ◽  
Author(s):  
Reza K Hammond ◽  
Parth Patel ◽  
Pallavi Gupta ◽  
Blake C. Meyers
Keyword(s):  
Stress Responses ◽  
Target Prediction ◽  
Accurate Identification ◽  
Rna Molecules ◽  
Prediction Tools ◽  
Novel Mirna ◽  
Precise Tool ◽  
Computationally Intensive ◽  
And Function ◽  
Post Transcriptional Regulation

Plant microRNAs (miRNAs) are short, non-coding RNA molecules that restrict gene expression via post-transcriptional regulation and function in several essential pathways including development, growth, and stress responses. Accurately identifying miRNAs in populations of small RNA (sRNA) sequencing libraries is a computationally intensive process which has resulted in the misidentification of inaccurately annotated miRNA sequences. In recent years, criteria for miRNA annotation have been refined to reduce these misannotations. Here, we describe miRador, a novel miRNA identification tool that utilizes the most up-to-date, community-established criteria for accurate identification of miRNAs in plants. We combine target prediction and Parallel Analysis of RNA Ends (PARE) data to assess the precision of the miRNAs identified by miRador. We compare miRador to other commonly used miRNA prediction tools and we find that miRador is at least as precise as other prediction tools while being significantly faster than other tools.

scholarly journals sRNA Target Prediction Organizing Tool (SPOT) Integrates Computational and Experimental Data To Facilitate Functional Characterization of Bacterial Small RNAs

mSphere ◽  
2019 ◽  
Vol 4 (1) ◽  
Author(s):  
Alisa M. King ◽  
Carin K. Vanderpool ◽  
Patrick H. Degnan
Keyword(s):  
Experimental Data ◽  
Stress Responses ◽  
Small Rnas ◽  
Metabolic Regulation ◽  
Functional Characterization ◽  
Target Prediction ◽  
Structure Stability ◽  
Accurate Identification ◽  
Mrna Targets

Small RNAs (sRNAs) regulate gene expression in diverse bacteria by interacting with mRNAs to change their structure, stability, or translation. Hundreds of sRNAs have been identified in bacteria, but characterization of their regulatory functions is limited by difficulty with sensitive and accurate identification of mRNA targets. Thus, new robust methods of bacterial sRNA target identification are in demand. Here, we describe our small RNA target prediction organizing tool (SPOT), which streamlines the process of sRNA target prediction by providing a single pipeline that combines available computational prediction tools with customizable results filtering based on experimental data. SPOT allows the user to rapidly produce a prioritized list of predicted sRNA-target mRNA interactions that serves as a basis for further experimental characterization. This tool will facilitate elucidation of sRNA regulons in bacteria, allowing new discoveries regarding the roles of sRNAs in bacterial stress responses and metabolic regulation.

scholarly journals MicroRNAs in Ocular Infection

2019 ◽  
Vol 7 (9) ◽  
pp. 359 ◽  
Author(s):  
Shunbin Xu ◽  
Linda D. Hazlett
Keyword(s):  
Molecular Mechanisms ◽  
Gene Expression Regulation ◽  
Current Status ◽  
Ocular Infection ◽  
Rna Molecules ◽  
Novel Mirna ◽  
Organ Systems ◽  
A Cell ◽  
And Function ◽  
Treatment And Diagnosis

MicroRNAs (miRNAs) are small, non-coding, regulatory RNA molecules and constitute a newly recognized, important layer of gene-expression regulation at post-transcriptional levels. miRNAs quantitatively fine tune the expression of their downstream genes in a cell type- and developmental stage-specific fashion. miRNAs have been proven to play important roles in the normal development and function as well as in the pathogenesis of diseases in all tissues and organ systems. miRNAs have emerged as new therapeutic targets and biomarkers for treatment and diagnosis of various diseases. Although miRNA research in ocular infection remains in its early stages, a handful of pioneering studies have provided insight into the roles of miRNAs in the pathogenesis of parasitic, fungal, bacterial, and viral ocular infections. Here, we review the current status of research in miRNAs in several major ocular infectious diseases. We predict that the field of miRNAs in ocular infection will greatly expand with the discovery of novel miRNA-involved molecular mechanisms that will inform development of new therapies and identify novel diagnostic biomarkers.

Bioinformatics Methods for Studying MicroRNA and ARE-Mediated Regulation of Post-Transcriptional Gene Expression

2013 ◽  
pp. 156-173
Author(s):  
Richipal Singh Bindra ◽  
Jason T. L. Wang ◽  
Paramjeet Singh Bagga
Keyword(s):  
Mirna Target ◽  
Target Prediction ◽  
Specific Interactions ◽  
Rna Motifs ◽  
Protein Coding ◽  
Rna Molecules ◽  
Cellular Processes ◽  
Protein Coding Genes ◽  
Prediction Tools ◽  
Transcriptional Gene Regulation

MicroRNAs (miRNAs) are short single-stranded RNA molecules with 21-22 nucleotides known to regulate post-transcriptional expression of protein-coding genes involved in most of the cellular processes. Prediction of miRNA targets is a challenging bioinformatics problem. AU-rich elements (AREs) are regulatory RNA motifs found in the 3’ untranslated regions (UTRs) of mRNAs, and they play dominant roles in the regulated decay of short-lived human mRNAs via specific interactions with proteins. In this paper, the authors review several miRNA target prediction tools and data sources, as well as computational methods used for the prediction of AREs. The authors discuss the connection between miRNA and ARE-mediated post-transcriptional gene regulation. Finally, a data mining method for identifying the co-occurrences of miRNA target sites in ARE containing genes is presented.

MicroRNAs in the Management of Heart Failure

2021 ◽  
Vol 28 ◽  
Author(s):  
Aimilios Kalampogias ◽  
Gerasimos Siasos ◽  
Evangelos Oikonomou ◽  
Konstantinos Mourouzis ◽  
Evanthia Bletsa ◽  
...  
Keyword(s):  
Heart Failure ◽  
Therapeutic Potential ◽  
Blood Stream ◽  
Cellular Level ◽  
Biomedical Science ◽  
Rna Molecules ◽  
Non Coding Rna ◽  
Cardiac Status ◽  
And Function ◽  
Post Transcriptional Regulation

Background: In recent years much research has been devoted to the deployment of biomarkers in the field of heart failure. Objectives: To study the potential of post-transcriptional regulation by microRNAs on the diagnosis, management and therapy of heart failure. Methods: Literature search focus on the role of microRNAs in heart failure. Results: MicroRNAs are expressed and regulated in the course of the pathological manifestations of heart failure (HF). This wide and uncharted area of genetic imprints consisting of small non-coding RNA molecules, is upregulated and released into blood stream from organs under certain conditions and or stress. The use of genetically based strategies for the management of HF have gained great interest in the field of biomedical science because they can be used as biomarkers providing information regarding cardiac status and function. They also appear as promising tools with therapeutic potential because of their ability to induce changes at the cellular level without creating alterations in the gene sequence. In addition, with the advances in genomic sequencing, quantification and synthesis in technologies of microRNAs identification as well as the growing knowledge of the biology of miRNAs and their involvement in HF, it is expected to favorably affect the prognosis of HF patients. Conclusion: MicroRNAs are involved in the regulation of multi biological processes involved in the progress of heart failure. More studies are needed to achieve a clinical valuable implementation of microRNAs in the management of HF.

scholarly journals Genome-Wide Analysis of Targets for Post-Transcriptional Regulation by Rsm Proteins in Pseudomonas putida

2021 ◽  
Vol 8 ◽  
Author(s):  
Óscar Huertas-Rosales ◽  
Manuel Romero ◽  
Kok-Gan Chan ◽  
Kar-Wai Hong ◽  
Miguel Cámara ◽  
...  
Keyword(s):  
Transcriptional Regulation ◽  
Pseudomonas Putida ◽  
Stress Responses ◽  
Global Analysis ◽  
Affinity Purification ◽  
Bacterial Gene ◽  
Rna Molecules ◽  
Bacterial Gene Expression ◽  
Post Transcriptional Regulation

Post-transcriptional regulation is an important step in the control of bacterial gene expression in response to environmental and cellular signals. Pseudomonas putida KT2440 harbors three known members of the CsrA/RsmA family of post-transcriptional regulators: RsmA, RsmE and RsmI. We have carried out a global analysis to identify RNA sequences bound in vivo by each of these proteins. Affinity purification and sequencing of RNA molecules associated with Rsm proteins were used to discover direct binding targets, corresponding to 437 unique RNA molecules, 75 of them being common to the three proteins. Relevant targets include genes encoding proteins involved in signal transduction and regulation, metabolism, transport and secretion, stress responses, and the turnover of the intracellular second messenger c-di-GMP. To our knowledge, this is the first combined global analysis in a bacterium harboring three Rsm homologs. It offers a broad overview of the network of processes subjected to this type of regulation and opens the way to define what are the sequence and structure determinants that define common or differential recognition of specific RNA molecules by these proteins.

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 Genome-wide identification and analysis of class III peroxidases in Betula pendula

BMC Genomics ◽  
2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Kewei Cai ◽  
Huixin Liu ◽  
Song Chen ◽  
Yi Liu ◽  
Xiyang Zhao ◽  
...  
Keyword(s):  
Stress Responses ◽  
Betula Pendula ◽  
Expression Patterns ◽  
Class Iii ◽  
Physiological Processes ◽  
Plant Life ◽  
Genome Wide ◽  
Plant Life Cycle ◽  
Class Iii Peroxidases ◽  
And Function

Abstract Background Class III peroxidases (POD) proteins are widely present in the plant kingdom that are involved in a broad range of physiological processes including stress responses and lignin polymerization throughout the plant life cycle. At present, POD genes have been studied in Arabidopsis, rice, poplar, maize and Chinese pear, but there are no reports on the identification and function of POD gene family in Betula pendula. Results We identified 90 nonredundant POD genes in Betula pendula. (designated BpPODs). According to phylogenetic relationships, these POD genes were classified into 12 groups. The BpPODs are distributed in different numbers on the 14 chromosomes, and some BpPODs were located sequentially in tandem on chromosomes. In addition, we analyzed the conserved domains of BpPOD proteins and found that they contain highly conserved motifs. We also investigated their expression patterns in different tissues, the results showed that some BpPODs might play an important role in xylem, leaf, root and flower. Furthermore, under low temperature conditions, some BpPODs showed different expression patterns at different times. Conclusions The research on the structure and function of the POD genes in Betula pendula plays a very important role in understanding the growth and development process and the molecular mechanism of stress resistance. These results lay the theoretical foundation for the genetic improvement of Betula pendula.

scholarly journals Impaired developmental microglial pruning of excitatory synapses on CRH-expressing hypothalamic neurons exacerbates stress responses throughout life

2021 ◽  
Author(s):  
Jessica L Bolton ◽  
Annabel K Short ◽  
Shivashankar Othy ◽  
Cassandra L Kooiker ◽  
Manlin Shao ◽  
...  
Keyword(s):  
Stress Responses ◽  
Life Stress ◽  
Early Life ◽  
Early Life Stress ◽  
Mental Illnesses ◽  
Excitatory Synapses ◽  
Process Dynamics ◽  
Brain Circuits ◽  
Synapse Density ◽  
And Function

The developmental origins of stress-related mental illnesses are well-established, and early-life stress/adversity (ELA) is an important risk factor. However, it is unclear how ELA impacts the maturation of salient brain circuits, provoking enduring vulnerability to stress and stress-related disorders. Here we find that ELA increases the number and function of excitatory synapses onto stress-sensitive hypothalamic corticotropin-releasing hormone (CRH)-expressing neurons, and implicate disrupted synapse pruning by microglia as a key mechanism. Microglial process dynamics on live imaging, and engulfment of synaptic elements by microglia, were both attenuated in ELA mice, associated with deficient signaling of the microglial phagocytic receptor Mer. Accordingly, selective chemogenetic activation of ELA microglia increased microglial process dynamics and reduced excitatory synapse density to control levels. Selective early-life microglial activation also mitigated the adrenal hypertrophy and prolonged stress responses in adult ELA mice, establishing microglial actions during development as powerful contributors to experience-dependent sculpting of stress-related brain circuits.

scholarly journals Global increase in circRNA levels in myotonic dystrophy

2018 ◽  
Author(s):  
Karol Czubak ◽  
Katarzyna Taylor ◽  
Agnieszka Piasecka ◽  
Krzysztof Sobczak ◽  
Katarzyna Kozlowska ◽  
...  
Keyword(s):  
Myotonic Dystrophy ◽  
Digital Pcr ◽  
Circular Rnas ◽  
Splicing Factors ◽  
Rna Molecules ◽  
Experimental Systems ◽  
Muscle Tissues ◽  
Protein Interactome ◽  
Global Increase ◽  
And Function

AbstractSplicing aberrations induced as a consequence of the sequestration of MBNL splicing factors on the DMPK transcript, which contains expanded CUG repeats, present a major pathomechanism of myotonic dystrophy type 1 (DM1). As MBNLs may also be important factors involved in the biogenesis of circular RNAs (circRNAs), we hypothesized that the level of circRNAs would be decreased in DM1. To test this hypothesis, we selected twenty well-validated circRNAs and analyzed their levels in several experimental systems (e.g., cell lines, DM muscle tissues, and a mouse model of DM1) using droplet digital PCR assays. We also explored the global level of circRNAs using two RNA-Seq datasets of DM1 muscle samples. Contrary to our original hypothesis, our results consistently showed a global increase in circRNA levels in DM1 and we identified numerous circRNAs that were increased in DM1. We also identified many genes (including muscle-specific genes) giving rise to numerous (>10) circRNAs. Thus, this study is the first to show an increase in global circRNA levels in DM1. We also provided preliminary results showing the association of circRNA level with muscle weakness and alternative splicing changes that are biomarkers of DM1 severity.Author SummaryRecently, a great deal of interest has been focused on a new class of RNA molecules called circular RNAs (circRNAs). To date, thousands of circRNAs have been found in different human cells/tissues. Although the function of circRNAs remains mostly unknown, circRNAs have emerged as an important component of the RNA-RNA and RNA-protein interactome. Thus, intensive efforts are being made to fully understand the biology and function of circRNAs, especially their role in human diseases. As an important role in the biogenesis of circRNA may be played by MBNL splicing factors, in this study we used DM1 (to a lesser extent, DM2) as a natural model in which the level of MBNLs is decreased. In contrast to the expected effect, our results consistently showed a global increase in circRNA levels in DM1. As a consequence, whole genome transcriptome analysis revealed dozens of circRNAs with significantly altered (mostly increased) levels in DM1. Furthermore, we observed that the circRNA levels were in many cases strongly associated with DM1 severity.

scholarly journals The Putative RNA-Binding Protein Nrp1 Promotes the Loading of Kinesin-14/Klp2 to the Mitotic Spindle and Is Sequestered Into Heat-Induced Protein Aggregates in Fission Yeast

2021 ◽  
Author(s):  
Masashi Yukawa ◽  
Mitsuki Ohishi ◽  
Yusuke Yamada ◽  
Takashi Toda
Keyword(s):  
Fission Yeast ◽  
Rna Binding ◽  
Binding Protein ◽  
Rna Binding Protein ◽  
Protein Aggregates ◽  
Associated Proteins ◽  
Spindle Microtubules ◽  
The Stability ◽  
And Function ◽  
Post Transcriptional Regulation

Cells form a bipolar spindle during mitosis to ensure accurate chromosome segregation. Proper spindle architecture is established by a set of kinesin motors and microtubule-associated proteins. In most eukaryotes, kinesin-5 motors are essential for this process, and genetic or chemical inhibition of their activity leads to the emergence of monopolar spindles and cell death. However, these deficiencies can be rescued by simultaneous inactivation of kinesin-14 motors, as they counteract kinesin-5. We conducted detailed genetic analyses in fission yeast to understand the mechanisms driving spindle assembly in the absence of kinesin-5. Here we show that deletion of the nrp1 gene, which encodes a putative RNA-binding protein with unknown function, can rescue temperature sensitivity caused by cut7-22, a fission yeast kinesin-5 mutant. Interestingly, kinesin-14/Klp2 levels on the spindles in the cut7 mutants were significantly reduced by the nrp1 deletion, although the total levels of Klp2 and the stability of spindle microtubules remained unaffected. Moreover, RNA-binding motifs of Nrp1 are essential for its cytoplasmic localization and function. We have also found that a portion of Nrp1 is spatially and functionally sequestered by chaperone-based protein aggregates upon mild heat stress and limits cell division at high temperatures. We propose that Nrp1 might be involved in post-transcriptional regulation through its RNA-binding ability to promote the loading of Klp2 on the spindle microtubules.

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