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hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks

Many high-throughput sequencing datasets can be represented as objects with coordinates along a reference genome. Currently, biological investigations often involve a large number of such datasets, for example representing different cell types or epigenetic factors. Drawing overall conclusions from...

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Autores principales: Kalyanasundaram, Sumana, Lefol, Yohan, Gundersen, Sveinung, Rognes, Torbjørn, Alsøe, Lene, Nilsen, Hilde Loge, Hovig, Eivind, Sandve, Geir Kjetil, Domanska, Diana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10355376/
https://www.ncbi.nlm.nih.gov/pubmed/37467208
http://dx.doi.org/10.1371/journal.pone.0286330
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author Kalyanasundaram, Sumana
Lefol, Yohan
Gundersen, Sveinung
Rognes, Torbjørn
Alsøe, Lene
Nilsen, Hilde Loge
Hovig, Eivind
Sandve, Geir Kjetil
Domanska, Diana
author_facet Kalyanasundaram, Sumana
Lefol, Yohan
Gundersen, Sveinung
Rognes, Torbjørn
Alsøe, Lene
Nilsen, Hilde Loge
Hovig, Eivind
Sandve, Geir Kjetil
Domanska, Diana
author_sort Kalyanasundaram, Sumana
collection PubMed
description Many high-throughput sequencing datasets can be represented as objects with coordinates along a reference genome. Currently, biological investigations often involve a large number of such datasets, for example representing different cell types or epigenetic factors. Drawing overall conclusions from a large collection of results for individual datasets may be challenging and time-consuming. Meaningful interpretation often requires the results to be aggregated according to metadata that represents biological characteristics of interest. In this light, we here propose the hierarchical Genomic Suite HyperBrowser (hGSuite), an open-source extension to the GSuite HyperBrowser platform, which aims to provide a means for extracting key results from an aggregated collection of high-throughput DNA sequencing data. The hGSuite utilizes a metadata-informed data cube to calculate various statistics across the multiple dimensions of the datasets. With this work, we show that the hGSuite and its associated data cube methodology offers a quick and accessible way for exploratory analysis of large genomic datasets. The web-based toolkit named hGsuite Hyperbrowser is available at https://hyperbrowser.uio.no/hgsuite under a GPLv3 license.
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spelling pubmed-103553762023-07-20 hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks Kalyanasundaram, Sumana Lefol, Yohan Gundersen, Sveinung Rognes, Torbjørn Alsøe, Lene Nilsen, Hilde Loge Hovig, Eivind Sandve, Geir Kjetil Domanska, Diana PLoS One Research Article Many high-throughput sequencing datasets can be represented as objects with coordinates along a reference genome. Currently, biological investigations often involve a large number of such datasets, for example representing different cell types or epigenetic factors. Drawing overall conclusions from a large collection of results for individual datasets may be challenging and time-consuming. Meaningful interpretation often requires the results to be aggregated according to metadata that represents biological characteristics of interest. In this light, we here propose the hierarchical Genomic Suite HyperBrowser (hGSuite), an open-source extension to the GSuite HyperBrowser platform, which aims to provide a means for extracting key results from an aggregated collection of high-throughput DNA sequencing data. The hGSuite utilizes a metadata-informed data cube to calculate various statistics across the multiple dimensions of the datasets. With this work, we show that the hGSuite and its associated data cube methodology offers a quick and accessible way for exploratory analysis of large genomic datasets. The web-based toolkit named hGsuite Hyperbrowser is available at https://hyperbrowser.uio.no/hgsuite under a GPLv3 license. Public Library of Science 2023-07-19 /pmc/articles/PMC10355376/ /pubmed/37467208 http://dx.doi.org/10.1371/journal.pone.0286330 Text en © 2023 Kalyanasundaram et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kalyanasundaram, Sumana
Lefol, Yohan
Gundersen, Sveinung
Rognes, Torbjørn
Alsøe, Lene
Nilsen, Hilde Loge
Hovig, Eivind
Sandve, Geir Kjetil
Domanska, Diana
hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title_full hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title_fullStr hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title_full_unstemmed hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title_short hGSuite HyperBrowser: A web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
title_sort hgsuite hyperbrowser: a web-based toolkit for hierarchical metadata-informed analysis of genomic tracks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10355376/
https://www.ncbi.nlm.nih.gov/pubmed/37467208
http://dx.doi.org/10.1371/journal.pone.0286330
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