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Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues
The increasingly large amount of proteomics data in the public domain enables, among other applications, the combined analyses of datasets to create comparative protein expression maps covering different organisms and different biological conditions. Here we have reanalysed public proteomics dataset...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9246241/ https://www.ncbi.nlm.nih.gov/pubmed/35714157 http://dx.doi.org/10.1371/journal.pcbi.1010174 |
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author | Wang, Shengbo García-Seisdedos, David Prakash, Ananth Kundu, Deepti Jaiswal Collins, Andrew George, Nancy Fexova, Silvie Moreno, Pablo Papatheodorou, Irene Jones, Andrew R. Vizcaíno, Juan Antonio |
author_facet | Wang, Shengbo García-Seisdedos, David Prakash, Ananth Kundu, Deepti Jaiswal Collins, Andrew George, Nancy Fexova, Silvie Moreno, Pablo Papatheodorou, Irene Jones, Andrew R. Vizcaíno, Juan Antonio |
author_sort | Wang, Shengbo |
collection | PubMed |
description | The increasingly large amount of proteomics data in the public domain enables, among other applications, the combined analyses of datasets to create comparative protein expression maps covering different organisms and different biological conditions. Here we have reanalysed public proteomics datasets from mouse and rat tissues (14 and 9 datasets, respectively), to assess baseline protein abundance. Overall, the aggregated dataset contained 23 individual datasets, including a total of 211 samples coming from 34 different tissues across 14 organs, comprising 9 mouse and 3 rat strains, respectively. In all cases, we studied the distribution of canonical proteins between the different organs. The number of canonical proteins per dataset ranged from 273 (tendon) and 9,715 (liver) in mouse, and from 101 (tendon) and 6,130 (kidney) in rat. Then, we studied how protein abundances compared across different datasets and organs for both species. As a key point we carried out a comparative analysis of protein expression between mouse, rat and human tissues. We observed a high level of correlation of protein expression among orthologs between all three species in brain, kidney, heart and liver samples, whereas the correlation of protein expression was generally slightly lower between organs within the same species. Protein expression results have been integrated into the resource Expression Atlas for widespread dissemination. |
format | Online Article Text |
id | pubmed-9246241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-92462412022-07-01 Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues Wang, Shengbo García-Seisdedos, David Prakash, Ananth Kundu, Deepti Jaiswal Collins, Andrew George, Nancy Fexova, Silvie Moreno, Pablo Papatheodorou, Irene Jones, Andrew R. Vizcaíno, Juan Antonio PLoS Comput Biol Research Article The increasingly large amount of proteomics data in the public domain enables, among other applications, the combined analyses of datasets to create comparative protein expression maps covering different organisms and different biological conditions. Here we have reanalysed public proteomics datasets from mouse and rat tissues (14 and 9 datasets, respectively), to assess baseline protein abundance. Overall, the aggregated dataset contained 23 individual datasets, including a total of 211 samples coming from 34 different tissues across 14 organs, comprising 9 mouse and 3 rat strains, respectively. In all cases, we studied the distribution of canonical proteins between the different organs. The number of canonical proteins per dataset ranged from 273 (tendon) and 9,715 (liver) in mouse, and from 101 (tendon) and 6,130 (kidney) in rat. Then, we studied how protein abundances compared across different datasets and organs for both species. As a key point we carried out a comparative analysis of protein expression between mouse, rat and human tissues. We observed a high level of correlation of protein expression among orthologs between all three species in brain, kidney, heart and liver samples, whereas the correlation of protein expression was generally slightly lower between organs within the same species. Protein expression results have been integrated into the resource Expression Atlas for widespread dissemination. Public Library of Science 2022-06-17 /pmc/articles/PMC9246241/ /pubmed/35714157 http://dx.doi.org/10.1371/journal.pcbi.1010174 Text en © 2022 Wang et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wang, Shengbo García-Seisdedos, David Prakash, Ananth Kundu, Deepti Jaiswal Collins, Andrew George, Nancy Fexova, Silvie Moreno, Pablo Papatheodorou, Irene Jones, Andrew R. Vizcaíno, Juan Antonio Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title | Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title_full | Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title_fullStr | Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title_full_unstemmed | Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title_short | Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
title_sort | integrated view and comparative analysis of baseline protein expression in mouse and rat tissues |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9246241/ https://www.ncbi.nlm.nih.gov/pubmed/35714157 http://dx.doi.org/10.1371/journal.pcbi.1010174 |
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