Literature DB >> 30447998

BioJupies: Automated Generation of Interactive Notebooks for RNA-Seq Data Analysis in the Cloud.

Denis Torre1, Alexander Lachmann1, Avi Ma'ayan2.   

Abstract

BioJupies is a web application that enables the automated creation, storage, and deployment of Jupyter Notebooks containing RNA-seq data analyses. Through an intuitive interface, novice users can rapidly generate tailored reports to analyze and visualize their own raw sequencing files, gene expression tables, or fetch data from >9,000 published studies containing >300,000 preprocessed RNA-seq samples. Generated notebooks have the executable code of the entire pipeline, rich narrative text, interactive data visualizations, differential expression, and enrichment analyses. The notebooks are permanently stored in the cloud and made available online through a persistent URL. The notebooks are downloadable, customizable, and can run within a Docker container. By providing an intuitive user interface for notebook generation for RNA-seq data analysis, starting from the raw reads all the way to a complete interactive and reproducible report, BioJupies is a useful resource for experimental and computational biologists. BioJupies is freely available as a web-based application from http://biojupies.cloud.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Data Commons; Jupyter Notebook; RNA-seq; bioinformatics; data visualization; enrichment analysis; pipeline; systems biology

Mesh:

Year:  2018        PMID: 30447998      PMCID: PMC6265050          DOI: 10.1016/j.cels.2018.10.007

Source DB:  PubMed          Journal:  Cell Syst        ISSN: 2405-4712            Impact factor:   10.304


  25 in total

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5.  The GenePattern Notebook Environment.

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