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The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells

The biological responses to external cues such as drugs, chemicals, viruses and hormones, is an essential question in biomedicine and in the field of toxicology, and cannot be easily studied in humans. Thus, biomedical research has continuously relied on animal models for studying the impact of thes...

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Autores principales: Poussin, Carine, Mathis, Carole, Alexopoulos, Leonidas G, Messinis, Dimitris E, Dulize, Rémi H J, Belcastro, Vincenzo, Melas, Ioannis N, Sakellaropoulos, Theodore, Rhrissorrakrai, Kahn, Bilal, Erhan, Meyer, Pablo, Talikka, Marja, Boué, Stéphanie, Norel, Raquel, Rice, John J, Stolovitzky, Gustavo, Ivanov, Nikolai V, Peitsch, Manuel C, Hoeng, Julia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4322580/
https://www.ncbi.nlm.nih.gov/pubmed/25977767
http://dx.doi.org/10.1038/sdata.2014.9
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author Poussin, Carine
Mathis, Carole
Alexopoulos, Leonidas G
Messinis, Dimitris E
Dulize, Rémi H J
Belcastro, Vincenzo
Melas, Ioannis N
Sakellaropoulos, Theodore
Rhrissorrakrai, Kahn
Bilal, Erhan
Meyer, Pablo
Talikka, Marja
Boué, Stéphanie
Norel, Raquel
Rice, John J
Stolovitzky, Gustavo
Ivanov, Nikolai V
Peitsch, Manuel C
Hoeng, Julia
author_facet Poussin, Carine
Mathis, Carole
Alexopoulos, Leonidas G
Messinis, Dimitris E
Dulize, Rémi H J
Belcastro, Vincenzo
Melas, Ioannis N
Sakellaropoulos, Theodore
Rhrissorrakrai, Kahn
Bilal, Erhan
Meyer, Pablo
Talikka, Marja
Boué, Stéphanie
Norel, Raquel
Rice, John J
Stolovitzky, Gustavo
Ivanov, Nikolai V
Peitsch, Manuel C
Hoeng, Julia
author_sort Poussin, Carine
collection PubMed
description The biological responses to external cues such as drugs, chemicals, viruses and hormones, is an essential question in biomedicine and in the field of toxicology, and cannot be easily studied in humans. Thus, biomedical research has continuously relied on animal models for studying the impact of these compounds and attempted to ‘translate’ the results to humans. In this context, the SBV IMPROVER (Systems Biology Verification for Industrial Methodology for PROcess VErification in Research) collaborative initiative, which uses crowd-sourcing techniques to address fundamental questions in systems biology, invited scientists to deploy their own computational methodologies to make predictions on species translatability. A multi-layer systems biology dataset was generated that was comprised of phosphoproteomics, transcriptomics and cytokine data derived from normal human (NHBE) and rat (NRBE) bronchial epithelial cells exposed in parallel to more than 50 different stimuli under identical conditions. The present manuscript describes in detail the experimental settings, generation, processing and quality control analysis of the multi-layer omics dataset accessible in public repositories for further intra- and inter-species translation studies.
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spelling pubmed-43225802015-05-14 The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells Poussin, Carine Mathis, Carole Alexopoulos, Leonidas G Messinis, Dimitris E Dulize, Rémi H J Belcastro, Vincenzo Melas, Ioannis N Sakellaropoulos, Theodore Rhrissorrakrai, Kahn Bilal, Erhan Meyer, Pablo Talikka, Marja Boué, Stéphanie Norel, Raquel Rice, John J Stolovitzky, Gustavo Ivanov, Nikolai V Peitsch, Manuel C Hoeng, Julia Sci Data Data Descriptor The biological responses to external cues such as drugs, chemicals, viruses and hormones, is an essential question in biomedicine and in the field of toxicology, and cannot be easily studied in humans. Thus, biomedical research has continuously relied on animal models for studying the impact of these compounds and attempted to ‘translate’ the results to humans. In this context, the SBV IMPROVER (Systems Biology Verification for Industrial Methodology for PROcess VErification in Research) collaborative initiative, which uses crowd-sourcing techniques to address fundamental questions in systems biology, invited scientists to deploy their own computational methodologies to make predictions on species translatability. A multi-layer systems biology dataset was generated that was comprised of phosphoproteomics, transcriptomics and cytokine data derived from normal human (NHBE) and rat (NRBE) bronchial epithelial cells exposed in parallel to more than 50 different stimuli under identical conditions. The present manuscript describes in detail the experimental settings, generation, processing and quality control analysis of the multi-layer omics dataset accessible in public repositories for further intra- and inter-species translation studies. Nature Publishing Group 2014-06-10 /pmc/articles/PMC4322580/ /pubmed/25977767 http://dx.doi.org/10.1038/sdata.2014.9 Text en Copyright © 2014, Macmillan Publishers Limited http://creativecommons.org/licenses/by-nc-sa/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/ Metadata associated with this Data Descriptor is available at http://www.nature.com/sdata/ and is released under the CC0 waiver to maximize reuse.
spellingShingle Data Descriptor
Poussin, Carine
Mathis, Carole
Alexopoulos, Leonidas G
Messinis, Dimitris E
Dulize, Rémi H J
Belcastro, Vincenzo
Melas, Ioannis N
Sakellaropoulos, Theodore
Rhrissorrakrai, Kahn
Bilal, Erhan
Meyer, Pablo
Talikka, Marja
Boué, Stéphanie
Norel, Raquel
Rice, John J
Stolovitzky, Gustavo
Ivanov, Nikolai V
Peitsch, Manuel C
Hoeng, Julia
The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title_full The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title_fullStr The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title_full_unstemmed The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title_short The species translation challenge—A systems biology perspective on human and rat bronchial epithelial cells
title_sort species translation challenge—a systems biology perspective on human and rat bronchial epithelial cells
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4322580/
https://www.ncbi.nlm.nih.gov/pubmed/25977767
http://dx.doi.org/10.1038/sdata.2014.9
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