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ePlatypus: an ecosystem for computational analysis of immunogenomics data

Victor Kreiner, Andreas Agrafiotis, Tudor-Stefan Cotet, Raphael Kuhn, Danielle Shlesinger, Marcos Manero-Carranza, Keywan Khodaverdi, Solène Massery, Lorenzo Guerci, Kai-Lin Hong, Jiami Han, Kostas Stiklioraitis, Vittoria Martinolli D’Arcy, Raphael Dizerens, Samuel Kilchenmann, Lucas Stalder, Leon Nissen, Basil Vogelsanger, Stine Anzböck, Daria Laslo, Melinda Kondorosy, Marco Venerito, Alejandro Sanz García, Isabelle Feller, Annette Oxenius, Sai T. Reddy, View ORCID ProfileAlexander Yermanos
doi: https://doi.org/10.1101/2022.09.28.509709
Victor Kreiner
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Andreas Agrafiotis
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
2Institute of Microbiology, ETH Zurich, Zurich, Switzerland
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Tudor-Stefan Cotet
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Raphael Kuhn
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Danielle Shlesinger
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Marcos Manero-Carranza
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Keywan Khodaverdi
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Solène Massery
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Lorenzo Guerci
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Kai-Lin Hong
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Jiami Han
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Kostas Stiklioraitis
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Vittoria Martinolli D’Arcy
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Raphael Dizerens
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Samuel Kilchenmann
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Lucas Stalder
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Leon Nissen
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Basil Vogelsanger
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Stine Anzböck
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Daria Laslo
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Melinda Kondorosy
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Marco Venerito
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Alejandro Sanz García
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Isabelle Feller
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Annette Oxenius
2Institute of Microbiology, ETH Zurich, Zurich, Switzerland
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Sai T. Reddy
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
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Alexander Yermanos
1Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
2Institute of Microbiology, ETH Zurich, Zurich, Switzerland
3Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
4Center for Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
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  • ORCID record for Alexander Yermanos
  • For correspondence: ayermanos@gmail.com
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Abstract

The maturation of systems immunology methodologies requires novel and transparent computational frameworks capable of integrating diverse data modalities in a reproducible manner. Here, we present the ePlatypus computational immunology ecosystem for immunogenomics data analysis, with a focus on adaptive immune repertoires and single-cell sequencing. ePlatypus is a web-based platform and provides programming tutorials and an integrative database that elucidates selection patterns of adaptive immunity. Furthermore, the ecosystem links novel and established bioinformatics pipelines relevant for single-cell immune repertoires and other aspects of computational immunology such as predicting ligand-receptor interactions, structural modeling, simulations, machine learning, graph theory, pseudotime, spatial transcriptomics and phylogenetics. The ePlatypus ecosystem helps extract deeper insight in computational immunology and immunogenomics and promote open science.

Accessibility https://alexyermanos.github.io/Platypus/index.html

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://alexyermanos.github.io/Platypus/index.html

Copyright 
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 28, 2022.
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ePlatypus: an ecosystem for computational analysis of immunogenomics data
Victor Kreiner, Andreas Agrafiotis, Tudor-Stefan Cotet, Raphael Kuhn, Danielle Shlesinger, Marcos Manero-Carranza, Keywan Khodaverdi, Solène Massery, Lorenzo Guerci, Kai-Lin Hong, Jiami Han, Kostas Stiklioraitis, Vittoria Martinolli D’Arcy, Raphael Dizerens, Samuel Kilchenmann, Lucas Stalder, Leon Nissen, Basil Vogelsanger, Stine Anzböck, Daria Laslo, Melinda Kondorosy, Marco Venerito, Alejandro Sanz García, Isabelle Feller, Annette Oxenius, Sai T. Reddy, Alexander Yermanos
bioRxiv 2022.09.28.509709; doi: https://doi.org/10.1101/2022.09.28.509709
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ePlatypus: an ecosystem for computational analysis of immunogenomics data
Victor Kreiner, Andreas Agrafiotis, Tudor-Stefan Cotet, Raphael Kuhn, Danielle Shlesinger, Marcos Manero-Carranza, Keywan Khodaverdi, Solène Massery, Lorenzo Guerci, Kai-Lin Hong, Jiami Han, Kostas Stiklioraitis, Vittoria Martinolli D’Arcy, Raphael Dizerens, Samuel Kilchenmann, Lucas Stalder, Leon Nissen, Basil Vogelsanger, Stine Anzböck, Daria Laslo, Melinda Kondorosy, Marco Venerito, Alejandro Sanz García, Isabelle Feller, Annette Oxenius, Sai T. Reddy, Alexander Yermanos
bioRxiv 2022.09.28.509709; doi: https://doi.org/10.1101/2022.09.28.509709

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