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snakePipes enable flexible, scalable and integrative epigenomic analysis

View ORCID ProfileVivek Bhardwaj, View ORCID ProfileSteffen Heyne, View ORCID ProfileKatarzyna Sikora, Leily Rabbani, Michael Rauer, Fabian Kilpert, Andreas S Richter, View ORCID ProfileDevon P Ryan, View ORCID ProfileThomas Manke
doi: https://doi.org/10.1101/407312
Vivek Bhardwaj
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
2Faculty of Biology, University of Freiburg, Schänzlestraße 1, 79104 Freiburg, Germany
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Steffen Heyne
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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Katarzyna Sikora
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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Leily Rabbani
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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Michael Rauer
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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Fabian Kilpert
3Institutes of Neurogenetics & Cardiogenetics, University of Lübeck, Maria-Goeppert-Str. 1, 23562 Lübeck, Germany
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Andreas S Richter
4Genedata AG, Margarethenstrasse 38, 4053 Basel, Switzerland
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Devon P Ryan
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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  • For correspondence: manke@ie-freiburg.mpg.de ryan@ie-freiburg.mpg.de
Thomas Manke
1Max Planck Institute of Immunobiology and Epigenetics. Stübeweg 51, 79108 Freiburg Germany
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  • For correspondence: manke@ie-freiburg.mpg.de ryan@ie-freiburg.mpg.de
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Abstract

The scale and diversity of epigenomics data has been rapidly increasing and ever more studies now present analyses of data from multiple epigenomic techniques. Performing such integrative analysis is time-consuming, especially for exploratory research, since there are currently no pipelines available that allow fast processing of datasets from multiple epigenomic assays while also allow for flexibility in running or upgrading the workflows. Here we present a solution to this problem : snakePipes, which can process and perform downstream analysis of data from all common epigenomic techniques (ChIP-seq, RNA-seq, Bisulfite-seq, ATAC-seq, Hi-C and single-cell RNA-seq) in a single package. We demonstrate how snakePipes can simplify integrative analysis by reproducing and extending the results from a recently published large-scale epigenomics study with a few simple commands. snakePipes are available under an open-source license at https://github.com/maxplanck-ie/snakepipes.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted September 04, 2018.
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snakePipes enable flexible, scalable and integrative epigenomic analysis
Vivek Bhardwaj, Steffen Heyne, Katarzyna Sikora, Leily Rabbani, Michael Rauer, Fabian Kilpert, Andreas S Richter, Devon P Ryan, Thomas Manke
bioRxiv 407312; doi: https://doi.org/10.1101/407312
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snakePipes enable flexible, scalable and integrative epigenomic analysis
Vivek Bhardwaj, Steffen Heyne, Katarzyna Sikora, Leily Rabbani, Michael Rauer, Fabian Kilpert, Andreas S Richter, Devon P Ryan, Thomas Manke
bioRxiv 407312; doi: https://doi.org/10.1101/407312

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