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ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data

We developed ChroKit (the Chromatin toolKit), an interactive web-based framework written in R that enables intuitive exploration, multidimensional analyses, and visualization of genomic data from ChIP-Seq, DNAse-Seq or any other NGS experiment that reports the enrichment of aligned reads over genomi...

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Detalles Bibliográficos
Autores principales: Croci, Ottavio, Campaner, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320144/
https://www.ncbi.nlm.nih.gov/pubmed/37144464
http://dx.doi.org/10.1093/nar/gkad345
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author Croci, Ottavio
Campaner, Stefano
author_facet Croci, Ottavio
Campaner, Stefano
author_sort Croci, Ottavio
collection PubMed
description We developed ChroKit (the Chromatin toolKit), an interactive web-based framework written in R that enables intuitive exploration, multidimensional analyses, and visualization of genomic data from ChIP-Seq, DNAse-Seq or any other NGS experiment that reports the enrichment of aligned reads over genomic regions. This program takes preprocessed NGS data and performs operations on genomic regions of interest, including resetting their boundaries, their annotation based on proximity to genomic features, the association to gene ontologies, and signal enrichment calculations. Genomic regions can be further refined or subsetted by user-defined logical operations and unsupervised classification algorithms. ChroKit generates a full range of plots that are easily manipulated by point and click operations, thus allowing ‘on the fly’ re-analysis and fast exploration of the data. Working sessions can be exported for reproducibility, accountability, and easy sharing within the bioinformatics community. ChroKit is multiplatform and can be deployed on a server to enhance computational speed and provide simultaneous access by multiple users. ChroKit is a fast and intuitive genomic analysis tool suited for a wide range of users due to its architecture and its user-friendly graphical interface. ChroKit source code is available at https://github.com/ocroci/ChroKit and the Docker image at https://hub.docker.com/r/ocroci/chrokit.
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spelling pubmed-103201442023-07-06 ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data Croci, Ottavio Campaner, Stefano Nucleic Acids Res Web Server Issue We developed ChroKit (the Chromatin toolKit), an interactive web-based framework written in R that enables intuitive exploration, multidimensional analyses, and visualization of genomic data from ChIP-Seq, DNAse-Seq or any other NGS experiment that reports the enrichment of aligned reads over genomic regions. This program takes preprocessed NGS data and performs operations on genomic regions of interest, including resetting their boundaries, their annotation based on proximity to genomic features, the association to gene ontologies, and signal enrichment calculations. Genomic regions can be further refined or subsetted by user-defined logical operations and unsupervised classification algorithms. ChroKit generates a full range of plots that are easily manipulated by point and click operations, thus allowing ‘on the fly’ re-analysis and fast exploration of the data. Working sessions can be exported for reproducibility, accountability, and easy sharing within the bioinformatics community. ChroKit is multiplatform and can be deployed on a server to enhance computational speed and provide simultaneous access by multiple users. ChroKit is a fast and intuitive genomic analysis tool suited for a wide range of users due to its architecture and its user-friendly graphical interface. ChroKit source code is available at https://github.com/ocroci/ChroKit and the Docker image at https://hub.docker.com/r/ocroci/chrokit. Oxford University Press 2023-05-05 /pmc/articles/PMC10320144/ /pubmed/37144464 http://dx.doi.org/10.1093/nar/gkad345 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Web Server Issue
Croci, Ottavio
Campaner, Stefano
ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title_full ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title_fullStr ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title_full_unstemmed ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title_short ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data
title_sort chrokit: a shiny-based framework for interactive analysis, visualization and integration of genomic data
topic Web Server Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10320144/
https://www.ncbi.nlm.nih.gov/pubmed/37144464
http://dx.doi.org/10.1093/nar/gkad345
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