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Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox
The integration of neuroimaging and transcriptomics data, Imaging Transcriptomics, is becoming increasingly popular but standardized workflows for its implementation are still lacking. We describe the Imaging Transcriptomics toolbox, a new package that implements a full imaging transcriptomics pipel...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9036395/ https://www.ncbi.nlm.nih.gov/pubmed/35479111 http://dx.doi.org/10.1016/j.xpro.2022.101315 |
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author | Giacomel, Alessio Martins, Daniel Frigo, Matteo Turkheimer, Federico Williams, Steven C.R. Dipasquale, Ottavia Veronese, Mattia |
author_facet | Giacomel, Alessio Martins, Daniel Frigo, Matteo Turkheimer, Federico Williams, Steven C.R. Dipasquale, Ottavia Veronese, Mattia |
author_sort | Giacomel, Alessio |
collection | PubMed |
description | The integration of neuroimaging and transcriptomics data, Imaging Transcriptomics, is becoming increasingly popular but standardized workflows for its implementation are still lacking. We describe the Imaging Transcriptomics toolbox, a new package that implements a full imaging transcriptomics pipeline using a user-friendly, command line interface. This toolbox allows the user to identify patterns of gene expression which correlates with a specific neuroimaging phenotype and perform gene set enrichment analyses to inform the biological interpretation of the findings using up-to-date methods. For complete details on the use and execution of this protocol, please refer to Martins et al. (2021). |
format | Online Article Text |
id | pubmed-9036395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90363952022-04-26 Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox Giacomel, Alessio Martins, Daniel Frigo, Matteo Turkheimer, Federico Williams, Steven C.R. Dipasquale, Ottavia Veronese, Mattia STAR Protoc Protocol The integration of neuroimaging and transcriptomics data, Imaging Transcriptomics, is becoming increasingly popular but standardized workflows for its implementation are still lacking. We describe the Imaging Transcriptomics toolbox, a new package that implements a full imaging transcriptomics pipeline using a user-friendly, command line interface. This toolbox allows the user to identify patterns of gene expression which correlates with a specific neuroimaging phenotype and perform gene set enrichment analyses to inform the biological interpretation of the findings using up-to-date methods. For complete details on the use and execution of this protocol, please refer to Martins et al. (2021). Elsevier 2022-04-15 /pmc/articles/PMC9036395/ /pubmed/35479111 http://dx.doi.org/10.1016/j.xpro.2022.101315 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Protocol Giacomel, Alessio Martins, Daniel Frigo, Matteo Turkheimer, Federico Williams, Steven C.R. Dipasquale, Ottavia Veronese, Mattia Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title | Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title_full | Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title_fullStr | Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title_full_unstemmed | Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title_short | Integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
title_sort | integrating neuroimaging and gene expression data using the imaging transcriptomics toolbox |
topic | Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9036395/ https://www.ncbi.nlm.nih.gov/pubmed/35479111 http://dx.doi.org/10.1016/j.xpro.2022.101315 |
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