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A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data

The reduction in costs associated with performing RNA-sequencing has driven an increase in the application of this analytical technique; however, restrictive factors associated with this tool have now shifted from budgetary constraints to time required for data processing. The sheer scale of the raw...

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Detalles Bibliográficos
Autor principal: Bow, Austin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006023/
https://www.ncbi.nlm.nih.gov/pubmed/33802642
http://dx.doi.org/10.3390/mps4010021
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author Bow, Austin
author_facet Bow, Austin
author_sort Bow, Austin
collection PubMed
description The reduction in costs associated with performing RNA-sequencing has driven an increase in the application of this analytical technique; however, restrictive factors associated with this tool have now shifted from budgetary constraints to time required for data processing. The sheer scale of the raw data produced can present a formidable challenge for researchers aiming to glean vital information about samples. Though many of the companies that perform RNA-sequencing provide a basic report for the submitted samples, this may not adequately capture particular pathways of interest for sample comparisons. To further assess these data, it can therefore be necessary to utilize various enrichment and mapping software platforms to highlight specific relations. With the wide array of these software platforms available, this can also present a daunting task. The methodology described herein aims to enable researchers new to handling RNA-sequencing data with a streamlined approach to pathway analysis. Additionally, the implemented software platforms are readily available and free to utilize, making this approach viable, even for restrictive budgets. The resulting tables and nodal networks will provide valuable insight into samples and can be used to generate high-quality graphics for publications and presentations.
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spelling pubmed-80060232021-03-30 A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data Bow, Austin Methods Protoc Protocol The reduction in costs associated with performing RNA-sequencing has driven an increase in the application of this analytical technique; however, restrictive factors associated with this tool have now shifted from budgetary constraints to time required for data processing. The sheer scale of the raw data produced can present a formidable challenge for researchers aiming to glean vital information about samples. Though many of the companies that perform RNA-sequencing provide a basic report for the submitted samples, this may not adequately capture particular pathways of interest for sample comparisons. To further assess these data, it can therefore be necessary to utilize various enrichment and mapping software platforms to highlight specific relations. With the wide array of these software platforms available, this can also present a daunting task. The methodology described herein aims to enable researchers new to handling RNA-sequencing data with a streamlined approach to pathway analysis. Additionally, the implemented software platforms are readily available and free to utilize, making this approach viable, even for restrictive budgets. The resulting tables and nodal networks will provide valuable insight into samples and can be used to generate high-quality graphics for publications and presentations. MDPI 2021-03-17 /pmc/articles/PMC8006023/ /pubmed/33802642 http://dx.doi.org/10.3390/mps4010021 Text en © 2021 by the author. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Protocol
Bow, Austin
A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title_full A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title_fullStr A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title_full_unstemmed A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title_short A Streamlined Approach to Pathway Analysis from RNA-Sequencing Data
title_sort streamlined approach to pathway analysis from rna-sequencing data
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006023/
https://www.ncbi.nlm.nih.gov/pubmed/33802642
http://dx.doi.org/10.3390/mps4010021
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