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Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis

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 decade...

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Autores principales: Benesova, Sarka, Kubista, Mikael, Valihrach, Lukas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229417/
https://www.ncbi.nlm.nih.gov/pubmed/34071824
http://dx.doi.org/10.3390/diagnostics11060964
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author Benesova, Sarka
Kubista, Mikael
Valihrach, Lukas
author_facet Benesova, Sarka
Kubista, Mikael
Valihrach, Lukas
author_sort Benesova, Sarka
collection PubMed
description 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.
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spelling pubmed-82294172021-06-26 Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis Benesova, Sarka Kubista, Mikael Valihrach, Lukas Diagnostics (Basel) Review 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. MDPI 2021-05-27 /pmc/articles/PMC8229417/ /pubmed/34071824 http://dx.doi.org/10.3390/diagnostics11060964 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Benesova, Sarka
Kubista, Mikael
Valihrach, Lukas
Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title_full Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title_fullStr Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title_full_unstemmed Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title_short Small RNA-Sequencing: Approaches and Considerations for miRNA Analysis
title_sort small rna-sequencing: approaches and considerations for mirna analysis
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229417/
https://www.ncbi.nlm.nih.gov/pubmed/34071824
http://dx.doi.org/10.3390/diagnostics11060964
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