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REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments

Next-generation sequencing (NGS) enables the identification of functional nucleic acid sequences from in vitro selection/evolution experiments and illuminates the evolutionary process at single-nucleotide resolution. However, analyzing the vast output from NGS can be daunting, especially with limite...

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Detalles Bibliográficos
Autores principales: Weiss, Zoe, DasGupta, Saurja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9252737/
https://www.ncbi.nlm.nih.gov/pubmed/35699225
http://dx.doi.org/10.1093/nar/gkac508
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author Weiss, Zoe
DasGupta, Saurja
author_facet Weiss, Zoe
DasGupta, Saurja
author_sort Weiss, Zoe
collection PubMed
description Next-generation sequencing (NGS) enables the identification of functional nucleic acid sequences from in vitro selection/evolution experiments and illuminates the evolutionary process at single-nucleotide resolution. However, analyzing the vast output from NGS can be daunting, especially with limited programming skills. We developed REVERSE (Rapid EValuation of Experimental RNA Selection/Evolution) (https://www.reverseserver.org/), a web server that implements an integrated computational pipeline through a graphical user interface, which performs both pre-processing and detailed sequence level analyses within minutes. Raw FASTQ files are quality-filtered, dereplicated, and trimmed before being analyzed by either of two pipelines. The first pipeline counts, sorts, and tracks enrichment of unique sequences and user-defined sequence motifs. It also identifies mutational intermediates present in the sequence data that connect two input sequences. The second pipeline sorts similar sequences into clusters and tracks enrichment of peak sequences. It also performs nucleotide conservation analysis on the cluster of choice and generates a consensus sequence. Both pipelines generate downloadable spreadsheets and high-resolution figures. Collectively, REVERSE is a one-stop solution for the rapid analysis of NGS data obtained from in vitro selection/evolution experiments that obviates the need for computational expertise.
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spelling pubmed-92527372022-07-05 REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments Weiss, Zoe DasGupta, Saurja Nucleic Acids Res Web Server Issue Next-generation sequencing (NGS) enables the identification of functional nucleic acid sequences from in vitro selection/evolution experiments and illuminates the evolutionary process at single-nucleotide resolution. However, analyzing the vast output from NGS can be daunting, especially with limited programming skills. We developed REVERSE (Rapid EValuation of Experimental RNA Selection/Evolution) (https://www.reverseserver.org/), a web server that implements an integrated computational pipeline through a graphical user interface, which performs both pre-processing and detailed sequence level analyses within minutes. Raw FASTQ files are quality-filtered, dereplicated, and trimmed before being analyzed by either of two pipelines. The first pipeline counts, sorts, and tracks enrichment of unique sequences and user-defined sequence motifs. It also identifies mutational intermediates present in the sequence data that connect two input sequences. The second pipeline sorts similar sequences into clusters and tracks enrichment of peak sequences. It also performs nucleotide conservation analysis on the cluster of choice and generates a consensus sequence. Both pipelines generate downloadable spreadsheets and high-resolution figures. Collectively, REVERSE is a one-stop solution for the rapid analysis of NGS data obtained from in vitro selection/evolution experiments that obviates the need for computational expertise. Oxford University Press 2022-06-14 /pmc/articles/PMC9252737/ /pubmed/35699225 http://dx.doi.org/10.1093/nar/gkac508 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server Issue
Weiss, Zoe
DasGupta, Saurja
REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title_full REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title_fullStr REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title_full_unstemmed REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title_short REVERSE: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
title_sort reverse: a user-friendly web server for analyzing next-generation sequencing data from in vitro selection/evolution experiments
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9252737/
https://www.ncbi.nlm.nih.gov/pubmed/35699225
http://dx.doi.org/10.1093/nar/gkac508
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