Cargando…

Exploring the Microbiome Analysis and Visualization Landscape

Research on the microbiome has boomed recently, which resulted in a wide range of tools, packages, and algorithms to analyze microbiome data. Here we investigate and map currently existing tools that can be used to perform visual analysis on the microbiome, and associate the including methods, visua...

Descripción completa

Detalles Bibliográficos
Autores principales: Peeters, Jannes, Thas, Olivier, Shkedy, Ziv, Kodalci, Leyla, Musisi, Connie, Owokotomo, Olajumoke Evangelina, Dyczko, Aleksandra, Hamad, Ibrahim, Vangronsveld, Jaco, Kleinewietfeld, Markus, Thijs, Sofie, Aerts, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580862/
https://www.ncbi.nlm.nih.gov/pubmed/36303773
http://dx.doi.org/10.3389/fbinf.2021.774631
_version_ 1784812487277805568
author Peeters, Jannes
Thas, Olivier
Shkedy, Ziv
Kodalci, Leyla
Musisi, Connie
Owokotomo, Olajumoke Evangelina
Dyczko, Aleksandra
Hamad, Ibrahim
Vangronsveld, Jaco
Kleinewietfeld, Markus
Thijs, Sofie
Aerts, Jan
author_facet Peeters, Jannes
Thas, Olivier
Shkedy, Ziv
Kodalci, Leyla
Musisi, Connie
Owokotomo, Olajumoke Evangelina
Dyczko, Aleksandra
Hamad, Ibrahim
Vangronsveld, Jaco
Kleinewietfeld, Markus
Thijs, Sofie
Aerts, Jan
author_sort Peeters, Jannes
collection PubMed
description Research on the microbiome has boomed recently, which resulted in a wide range of tools, packages, and algorithms to analyze microbiome data. Here we investigate and map currently existing tools that can be used to perform visual analysis on the microbiome, and associate the including methods, visual representations and data features to the research objectives currently of interest in microbiome research. The analysis is based on a combination of a literature review and workshops including a group of domain experts. Both the reviewing process and workshops are based on domain characterization methods to facilitate communication and collaboration between researchers from different disciplines. We identify several research questions related to microbiomes, and describe how different analysis methods and visualizations help in tackling them.
format Online
Article
Text
id pubmed-9580862
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-95808622022-10-26 Exploring the Microbiome Analysis and Visualization Landscape Peeters, Jannes Thas, Olivier Shkedy, Ziv Kodalci, Leyla Musisi, Connie Owokotomo, Olajumoke Evangelina Dyczko, Aleksandra Hamad, Ibrahim Vangronsveld, Jaco Kleinewietfeld, Markus Thijs, Sofie Aerts, Jan Front Bioinform Bioinformatics Research on the microbiome has boomed recently, which resulted in a wide range of tools, packages, and algorithms to analyze microbiome data. Here we investigate and map currently existing tools that can be used to perform visual analysis on the microbiome, and associate the including methods, visual representations and data features to the research objectives currently of interest in microbiome research. The analysis is based on a combination of a literature review and workshops including a group of domain experts. Both the reviewing process and workshops are based on domain characterization methods to facilitate communication and collaboration between researchers from different disciplines. We identify several research questions related to microbiomes, and describe how different analysis methods and visualizations help in tackling them. Frontiers Media S.A. 2021-12-02 /pmc/articles/PMC9580862/ /pubmed/36303773 http://dx.doi.org/10.3389/fbinf.2021.774631 Text en Copyright © 2021 Peeters, Thas, Shkedy, Kodalci, Musisi, Owokotomo, Dyczko, Hamad, Vangronsveld, Kleinewietfeld, Thijs and Aerts. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioinformatics
Peeters, Jannes
Thas, Olivier
Shkedy, Ziv
Kodalci, Leyla
Musisi, Connie
Owokotomo, Olajumoke Evangelina
Dyczko, Aleksandra
Hamad, Ibrahim
Vangronsveld, Jaco
Kleinewietfeld, Markus
Thijs, Sofie
Aerts, Jan
Exploring the Microbiome Analysis and Visualization Landscape
title Exploring the Microbiome Analysis and Visualization Landscape
title_full Exploring the Microbiome Analysis and Visualization Landscape
title_fullStr Exploring the Microbiome Analysis and Visualization Landscape
title_full_unstemmed Exploring the Microbiome Analysis and Visualization Landscape
title_short Exploring the Microbiome Analysis and Visualization Landscape
title_sort exploring the microbiome analysis and visualization landscape
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580862/
https://www.ncbi.nlm.nih.gov/pubmed/36303773
http://dx.doi.org/10.3389/fbinf.2021.774631
work_keys_str_mv AT peetersjannes exploringthemicrobiomeanalysisandvisualizationlandscape
AT thasolivier exploringthemicrobiomeanalysisandvisualizationlandscape
AT shkedyziv exploringthemicrobiomeanalysisandvisualizationlandscape
AT kodalcileyla exploringthemicrobiomeanalysisandvisualizationlandscape
AT musisiconnie exploringthemicrobiomeanalysisandvisualizationlandscape
AT owokotomoolajumokeevangelina exploringthemicrobiomeanalysisandvisualizationlandscape
AT dyczkoaleksandra exploringthemicrobiomeanalysisandvisualizationlandscape
AT hamadibrahim exploringthemicrobiomeanalysisandvisualizationlandscape
AT vangronsveldjaco exploringthemicrobiomeanalysisandvisualizationlandscape
AT kleinewietfeldmarkus exploringthemicrobiomeanalysisandvisualizationlandscape
AT thijssofie exploringthemicrobiomeanalysisandvisualizationlandscape
AT aertsjan exploringthemicrobiomeanalysisandvisualizationlandscape