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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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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. |
format | Online Article Text |
id | pubmed-9851288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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