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Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting

SUMMARY: Mass spectrometry is an increasingly important tool for the global interrogation of diverse biomolecules. Unfortunately, the complexity of downstream data analysis is a major challenge for the routine use of these data by investigators from broader training backgrounds. Omics Notebook is an...

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Detalles Bibliográficos
Autores principales: Blum, Benjamin C, Emili, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710639/
https://www.ncbi.nlm.nih.gov/pubmed/36700091
http://dx.doi.org/10.1093/bioadv/vbab024
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author Blum, Benjamin C
Emili, Andrew
author_facet Blum, Benjamin C
Emili, Andrew
author_sort Blum, Benjamin C
collection PubMed
description SUMMARY: Mass spectrometry is an increasingly important tool for the global interrogation of diverse biomolecules. Unfortunately, the complexity of downstream data analysis is a major challenge for the routine use of these data by investigators from broader training backgrounds. Omics Notebook is an open-source framework for exploratory analysis, reporting and integrating multiomic data that are automated, reproducible and customizable. Built-in functions allow the processing of proteomic data from MaxQuant and metabolomic data from XCMS, along with other omics data in standardized input formats as specified in the documentation. In addition, the use of containerization manages R package installation requirements and is tailored for shared high-performance computing or cloud environments. AVAILABILITY AND IMPLEMENTATION: Omics Notebook is implemented in Python and R and is available for download from https://github.com/cnsb-boston/Omics_Notebook with additional documentation under a GNU GPLv3 license. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics Advances online.
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spelling pubmed-97106392023-01-24 Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting Blum, Benjamin C Emili, Andrew Bioinform Adv Application Note SUMMARY: Mass spectrometry is an increasingly important tool for the global interrogation of diverse biomolecules. Unfortunately, the complexity of downstream data analysis is a major challenge for the routine use of these data by investigators from broader training backgrounds. Omics Notebook is an open-source framework for exploratory analysis, reporting and integrating multiomic data that are automated, reproducible and customizable. Built-in functions allow the processing of proteomic data from MaxQuant and metabolomic data from XCMS, along with other omics data in standardized input formats as specified in the documentation. In addition, the use of containerization manages R package installation requirements and is tailored for shared high-performance computing or cloud environments. AVAILABILITY AND IMPLEMENTATION: Omics Notebook is implemented in Python and R and is available for download from https://github.com/cnsb-boston/Omics_Notebook with additional documentation under a GNU GPLv3 license. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics Advances online. Oxford University Press 2021-09-21 /pmc/articles/PMC9710639/ /pubmed/36700091 http://dx.doi.org/10.1093/bioadv/vbab024 Text en © The Author(s) 2021. Published by Oxford University Press. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Application Note
Blum, Benjamin C
Emili, Andrew
Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title_full Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title_fullStr Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title_full_unstemmed Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title_short Omics Notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
title_sort omics notebook: robust, reproducible and flexible automated multiomics exploratory analysis and reporting
topic Application Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710639/
https://www.ncbi.nlm.nih.gov/pubmed/36700091
http://dx.doi.org/10.1093/bioadv/vbab024
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