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MGEnrichment: A web application for microglia gene list enrichment analysis

Gene expression analysis is becoming increasingly utilized in neuro-immunology research, and there is a growing need for non-programming scientists to be able to analyze their own genomic data. MGEnrichment is a web application developed both to disseminate to the community our curated database of m...

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Autores principales: Jao, Justin, Ciernia, Annie Vogel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598070/
https://www.ncbi.nlm.nih.gov/pubmed/34788279
http://dx.doi.org/10.1371/journal.pcbi.1009160
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author Jao, Justin
Ciernia, Annie Vogel
author_facet Jao, Justin
Ciernia, Annie Vogel
author_sort Jao, Justin
collection PubMed
description Gene expression analysis is becoming increasingly utilized in neuro-immunology research, and there is a growing need for non-programming scientists to be able to analyze their own genomic data. MGEnrichment is a web application developed both to disseminate to the community our curated database of microglia-relevant gene lists, and to allow non-programming scientists to easily conduct statistical enrichment analysis on their gene expression data. Users can upload their own gene IDs to assess the relevance of their expression data against gene lists from other studies. We include example datasets of differentially expressed genes (DEGs) from human postmortem brain samples from Autism Spectrum Disorder (ASD) and matched controls. We demonstrate how MGEnrichment can be used to expand the interpretations of these DEG lists in terms of regulation of microglial gene expression and provide novel insights into how ASD DEGs may be implicated specifically in microglial development, microbiome responses and relationships to other neuropsychiatric disorders. This tool will be particularly useful for those working in microglia, autism spectrum disorders, and neuro-immune activation research. MGEnrichment is available at https://ciernialab.shinyapps.io/MGEnrichmentApp/ and further online documentation and datasets can be found at https://github.com/ciernialab/MGEnrichmentApp. The app is released under the GNU GPLv3 open source license.
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spelling pubmed-85980702021-11-18 MGEnrichment: A web application for microglia gene list enrichment analysis Jao, Justin Ciernia, Annie Vogel PLoS Comput Biol Research Article Gene expression analysis is becoming increasingly utilized in neuro-immunology research, and there is a growing need for non-programming scientists to be able to analyze their own genomic data. MGEnrichment is a web application developed both to disseminate to the community our curated database of microglia-relevant gene lists, and to allow non-programming scientists to easily conduct statistical enrichment analysis on their gene expression data. Users can upload their own gene IDs to assess the relevance of their expression data against gene lists from other studies. We include example datasets of differentially expressed genes (DEGs) from human postmortem brain samples from Autism Spectrum Disorder (ASD) and matched controls. We demonstrate how MGEnrichment can be used to expand the interpretations of these DEG lists in terms of regulation of microglial gene expression and provide novel insights into how ASD DEGs may be implicated specifically in microglial development, microbiome responses and relationships to other neuropsychiatric disorders. This tool will be particularly useful for those working in microglia, autism spectrum disorders, and neuro-immune activation research. MGEnrichment is available at https://ciernialab.shinyapps.io/MGEnrichmentApp/ and further online documentation and datasets can be found at https://github.com/ciernialab/MGEnrichmentApp. The app is released under the GNU GPLv3 open source license. Public Library of Science 2021-11-17 /pmc/articles/PMC8598070/ /pubmed/34788279 http://dx.doi.org/10.1371/journal.pcbi.1009160 Text en © 2021 Jao, Ciernia 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
Jao, Justin
Ciernia, Annie Vogel
MGEnrichment: A web application for microglia gene list enrichment analysis
title MGEnrichment: A web application for microglia gene list enrichment analysis
title_full MGEnrichment: A web application for microglia gene list enrichment analysis
title_fullStr MGEnrichment: A web application for microglia gene list enrichment analysis
title_full_unstemmed MGEnrichment: A web application for microglia gene list enrichment analysis
title_short MGEnrichment: A web application for microglia gene list enrichment analysis
title_sort mgenrichment: a web application for microglia gene list enrichment analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598070/
https://www.ncbi.nlm.nih.gov/pubmed/34788279
http://dx.doi.org/10.1371/journal.pcbi.1009160
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