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ePlatypus: an ecosystem for computational analysis of immunogenomics data
MOTIVATION: The maturation of systems immunology methodologies requires novel and transparent computational frameworks capable of integrating diverse data modalities in a reproducible manner. RESULTS: Here, we present the ePlatypus computational immunology ecosystem for immunogenomics data analysis,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518073/ https://www.ncbi.nlm.nih.gov/pubmed/37682115 http://dx.doi.org/10.1093/bioinformatics/btad553 |
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author | Cotet, Tudor-Stefan Agrafiotis, Andreas Kreiner, Victor Kuhn, Raphael Shlesinger, Danielle Manero-Carranza, Marcos Khodaverdi, Keywan Kladis, Evgenios Desideri Perea, Aurora Maassen-Veeters, Dylan Glänzer, Wiona Massery, Solène Guerci, Lorenzo Hong, Kai-Lin Han, Jiami Stiklioraitis, Kostas D’Arcy, Vittoria Martinolli Dizerens, Raphael Kilchenmann, Samuel Stalder, Lucas Nissen, Leon Vogelsanger, Basil Anzböck, Stine Laslo, Daria Bakker, Sophie Kondorosy, Melinda Venerito, Marco Sanz García, Alejandro Feller, Isabelle Oxenius, Annette Reddy, Sai T Yermanos, Alexander |
author_facet | Cotet, Tudor-Stefan Agrafiotis, Andreas Kreiner, Victor Kuhn, Raphael Shlesinger, Danielle Manero-Carranza, Marcos Khodaverdi, Keywan Kladis, Evgenios Desideri Perea, Aurora Maassen-Veeters, Dylan Glänzer, Wiona Massery, Solène Guerci, Lorenzo Hong, Kai-Lin Han, Jiami Stiklioraitis, Kostas D’Arcy, Vittoria Martinolli Dizerens, Raphael Kilchenmann, Samuel Stalder, Lucas Nissen, Leon Vogelsanger, Basil Anzböck, Stine Laslo, Daria Bakker, Sophie Kondorosy, Melinda Venerito, Marco Sanz García, Alejandro Feller, Isabelle Oxenius, Annette Reddy, Sai T Yermanos, Alexander |
author_sort | Cotet, Tudor-Stefan |
collection | PubMed |
description | MOTIVATION: The maturation of systems immunology methodologies requires novel and transparent computational frameworks capable of integrating diverse data modalities in a reproducible manner. RESULTS: 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 an open-source web-based platform and provides programming tutorials and an integrative database that helps elucidate signatures of B and T cell clonal selection. 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. AVAILABILITY AND IMPLEMENTATION: Platypus code used in this manuscript can be found at github.com/alexyermanos/Platypus. |
format | Online Article Text |
id | pubmed-10518073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-105180732023-09-25 ePlatypus: an ecosystem for computational analysis of immunogenomics data Cotet, Tudor-Stefan Agrafiotis, Andreas Kreiner, Victor Kuhn, Raphael Shlesinger, Danielle Manero-Carranza, Marcos Khodaverdi, Keywan Kladis, Evgenios Desideri Perea, Aurora Maassen-Veeters, Dylan Glänzer, Wiona Massery, Solène Guerci, Lorenzo Hong, Kai-Lin Han, Jiami Stiklioraitis, Kostas D’Arcy, Vittoria Martinolli Dizerens, Raphael Kilchenmann, Samuel Stalder, Lucas Nissen, Leon Vogelsanger, Basil Anzböck, Stine Laslo, Daria Bakker, Sophie Kondorosy, Melinda Venerito, Marco Sanz García, Alejandro Feller, Isabelle Oxenius, Annette Reddy, Sai T Yermanos, Alexander Bioinformatics Applications Note MOTIVATION: The maturation of systems immunology methodologies requires novel and transparent computational frameworks capable of integrating diverse data modalities in a reproducible manner. RESULTS: 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 an open-source web-based platform and provides programming tutorials and an integrative database that helps elucidate signatures of B and T cell clonal selection. 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. AVAILABILITY AND IMPLEMENTATION: Platypus code used in this manuscript can be found at github.com/alexyermanos/Platypus. Oxford University Press 2023-09-08 /pmc/articles/PMC10518073/ /pubmed/37682115 http://dx.doi.org/10.1093/bioinformatics/btad553 Text en © The Author(s) 2023. 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 | Applications Note Cotet, Tudor-Stefan Agrafiotis, Andreas Kreiner, Victor Kuhn, Raphael Shlesinger, Danielle Manero-Carranza, Marcos Khodaverdi, Keywan Kladis, Evgenios Desideri Perea, Aurora Maassen-Veeters, Dylan Glänzer, Wiona Massery, Solène Guerci, Lorenzo Hong, Kai-Lin Han, Jiami Stiklioraitis, Kostas D’Arcy, Vittoria Martinolli Dizerens, Raphael Kilchenmann, Samuel Stalder, Lucas Nissen, Leon Vogelsanger, Basil Anzböck, Stine Laslo, Daria Bakker, Sophie Kondorosy, Melinda Venerito, Marco Sanz García, Alejandro Feller, Isabelle Oxenius, Annette Reddy, Sai T Yermanos, Alexander ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title | ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title_full | ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title_fullStr | ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title_full_unstemmed | ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title_short | ePlatypus: an ecosystem for computational analysis of immunogenomics data |
title_sort | eplatypus: an ecosystem for computational analysis of immunogenomics data |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518073/ https://www.ncbi.nlm.nih.gov/pubmed/37682115 http://dx.doi.org/10.1093/bioinformatics/btad553 |
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