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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,...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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