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Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance
BACKGROUND: Psoriasis is a chronic disease characterized by the development of scaly red skin lesions and possible co-morbid conditions. The psoriasis lesional skin transcriptome has been extensively investigated, but mRNA levels do not necessarily reflect protein abundance. The purpose of this stud...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527112/ https://www.ncbi.nlm.nih.gov/pubmed/26251673 http://dx.doi.org/10.1186/s13073-015-0208-5 |
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author | Swindell, William R. Remmer, Henriette A. Sarkar, Mrinal K. Xing, Xianying Barnes, Drew H. Wolterink, Liza Voorhees, John J. Nair, Rajan P. Johnston, Andrew Elder, James T. Gudjonsson, Johann E. |
author_facet | Swindell, William R. Remmer, Henriette A. Sarkar, Mrinal K. Xing, Xianying Barnes, Drew H. Wolterink, Liza Voorhees, John J. Nair, Rajan P. Johnston, Andrew Elder, James T. Gudjonsson, Johann E. |
author_sort | Swindell, William R. |
collection | PubMed |
description | BACKGROUND: Psoriasis is a chronic disease characterized by the development of scaly red skin lesions and possible co-morbid conditions. The psoriasis lesional skin transcriptome has been extensively investigated, but mRNA levels do not necessarily reflect protein abundance. The purpose of this study was therefore to compare differential expression patterns of mRNA and protein in psoriasis lesions. METHODS: Lesional (PP) and uninvolved (PN) skin samples from 14 patients were analyzed using high-throughput complementary DNA sequencing (RNA-seq) and liquid chromatography-tandem mass spectrometry (LC-MS/MS). RESULTS: We identified 4122 differentially expressed genes (DEGs) along with 748 differentially expressed proteins (DEPs). Global shifts in mRNA were modestly correlated with changes in protein abundance (r = 0.40). We identified similar numbers of increased and decreased DEGs, but 4-fold more increased than decreased DEPs. Ribosomal subunit and translation proteins were elevated within lesions, without a corresponding shift in mRNA expression (RPL3, RPS8, RPL11). We identified 209 differentially expressed genes/proteins (DEGPs) with corresponding trends at the transcriptome and proteome levels. Most DEGPs were similarly altered in at least one other skin disease. Psoriasis-specific and non-specific DEGPs had distinct cytokine-response patterns, with only the former showing disproportionate induction by IL-17A in cultured keratinocytes. CONCLUSIONS: Our findings reveal global imbalance between the number of increased and decreased proteins in psoriasis lesions, consistent with heightened translation. This effect could not have been discerned from mRNA profiling data alone. High-confidence DEGPs were identified through transcriptome-proteome integration. By distinguishing between psoriasis-specific and non-specific DEGPs, our analysis uncovered new functional insights that would otherwise have been overlooked. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-015-0208-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4527112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45271122015-08-07 Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance Swindell, William R. Remmer, Henriette A. Sarkar, Mrinal K. Xing, Xianying Barnes, Drew H. Wolterink, Liza Voorhees, John J. Nair, Rajan P. Johnston, Andrew Elder, James T. Gudjonsson, Johann E. Genome Med Research BACKGROUND: Psoriasis is a chronic disease characterized by the development of scaly red skin lesions and possible co-morbid conditions. The psoriasis lesional skin transcriptome has been extensively investigated, but mRNA levels do not necessarily reflect protein abundance. The purpose of this study was therefore to compare differential expression patterns of mRNA and protein in psoriasis lesions. METHODS: Lesional (PP) and uninvolved (PN) skin samples from 14 patients were analyzed using high-throughput complementary DNA sequencing (RNA-seq) and liquid chromatography-tandem mass spectrometry (LC-MS/MS). RESULTS: We identified 4122 differentially expressed genes (DEGs) along with 748 differentially expressed proteins (DEPs). Global shifts in mRNA were modestly correlated with changes in protein abundance (r = 0.40). We identified similar numbers of increased and decreased DEGs, but 4-fold more increased than decreased DEPs. Ribosomal subunit and translation proteins were elevated within lesions, without a corresponding shift in mRNA expression (RPL3, RPS8, RPL11). We identified 209 differentially expressed genes/proteins (DEGPs) with corresponding trends at the transcriptome and proteome levels. Most DEGPs were similarly altered in at least one other skin disease. Psoriasis-specific and non-specific DEGPs had distinct cytokine-response patterns, with only the former showing disproportionate induction by IL-17A in cultured keratinocytes. CONCLUSIONS: Our findings reveal global imbalance between the number of increased and decreased proteins in psoriasis lesions, consistent with heightened translation. This effect could not have been discerned from mRNA profiling data alone. High-confidence DEGPs were identified through transcriptome-proteome integration. By distinguishing between psoriasis-specific and non-specific DEGPs, our analysis uncovered new functional insights that would otherwise have been overlooked. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-015-0208-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-08-04 /pmc/articles/PMC4527112/ /pubmed/26251673 http://dx.doi.org/10.1186/s13073-015-0208-5 Text en © Swindell et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Swindell, William R. Remmer, Henriette A. Sarkar, Mrinal K. Xing, Xianying Barnes, Drew H. Wolterink, Liza Voorhees, John J. Nair, Rajan P. Johnston, Andrew Elder, James T. Gudjonsson, Johann E. Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title | Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title_full | Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title_fullStr | Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title_full_unstemmed | Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title_short | Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance |
title_sort | proteogenomic analysis of psoriasis reveals discordant and concordant changes in mrna and protein abundance |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4527112/ https://www.ncbi.nlm.nih.gov/pubmed/26251673 http://dx.doi.org/10.1186/s13073-015-0208-5 |
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