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bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data

Bulk sequencing experiments (single- and multi-omics) are essential for exploring wide-ranging biological questions. To facilitate interactive, exploratory tasks, coupled with the sharing of easily accessible information, we present bulkAnalyseR, a package integrating state-of-the-art approaches usi...

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Detalles Bibliográficos
Autores principales: Moutsopoulos, Ilias, Williams, Eleanor C, Mohorianu, Irina I
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851288/
https://www.ncbi.nlm.nih.gov/pubmed/36583521
http://dx.doi.org/10.1093/bib/bbac591
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author Moutsopoulos, Ilias
Williams, Eleanor C
Mohorianu, Irina I
author_facet Moutsopoulos, Ilias
Williams, Eleanor C
Mohorianu, Irina I
author_sort Moutsopoulos, Ilias
collection PubMed
description Bulk sequencing experiments (single- and multi-omics) are essential for exploring wide-ranging biological questions. To facilitate interactive, exploratory tasks, coupled with the sharing of easily accessible information, we present bulkAnalyseR, a package integrating state-of-the-art approaches using an expression matrix as the starting point (pre-processing functions are available as part of the package). Static summary images are replaced with interactive panels illustrating quality-checking, differential expression analysis (with noise detection) and biological interpretation (enrichment analyses, identification of expression patterns, followed by inference and comparison of regulatory interactions). bulkAnalyseR can handle different modalities, facilitating robust integration and comparison of cis-, trans- and customised regulatory networks.
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spelling pubmed-98512882023-01-20 bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data Moutsopoulos, Ilias Williams, Eleanor C Mohorianu, Irina I Brief Bioinform Problem Solving Protocol Bulk sequencing experiments (single- and multi-omics) are essential for exploring wide-ranging biological questions. To facilitate interactive, exploratory tasks, coupled with the sharing of easily accessible information, we present bulkAnalyseR, a package integrating state-of-the-art approaches using an expression matrix as the starting point (pre-processing functions are available as part of the package). Static summary images are replaced with interactive panels illustrating quality-checking, differential expression analysis (with noise detection) and biological interpretation (enrichment analyses, identification of expression patterns, followed by inference and comparison of regulatory interactions). bulkAnalyseR can handle different modalities, facilitating robust integration and comparison of cis-, trans- and customised regulatory networks. Oxford University Press 2022-12-30 /pmc/articles/PMC9851288/ /pubmed/36583521 http://dx.doi.org/10.1093/bib/bbac591 Text en © The Author(s) 2022. Published by Oxford University Press. 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 Problem Solving Protocol
Moutsopoulos, Ilias
Williams, Eleanor C
Mohorianu, Irina I
bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title_full bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title_fullStr bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title_full_unstemmed bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title_short bulkAnalyseR: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
title_sort bulkanalyser: an accessible, interactive pipeline for analysing and sharing bulk multi-modal sequencing data
topic Problem Solving Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851288/
https://www.ncbi.nlm.nih.gov/pubmed/36583521
http://dx.doi.org/10.1093/bib/bbac591
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