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Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps

Global protein expression profiling can potentially uncover perturbations associated with common forms of heart disease. We have used shotgun MS/MS to monitor the state of biological systems in cardiac tissue correlating with disease onset, cardiac insufficiency and progression to heart failure in a...

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Detalles Bibliográficos
Autores principales: Isserlin, Ruth, Merico, Daniele, Alikhani-Koupaei, Rasoul, Gramolini, Anthony, Bader, Gary D, Emili, Andrew
Formato: Texto
Lenguaje:English
Publicado: WILEY-VCH Verlag 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879143/
https://www.ncbi.nlm.nih.gov/pubmed/20127684
http://dx.doi.org/10.1002/pmic.200900412
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author Isserlin, Ruth
Merico, Daniele
Alikhani-Koupaei, Rasoul
Gramolini, Anthony
Bader, Gary D
Emili, Andrew
author_facet Isserlin, Ruth
Merico, Daniele
Alikhani-Koupaei, Rasoul
Gramolini, Anthony
Bader, Gary D
Emili, Andrew
author_sort Isserlin, Ruth
collection PubMed
description Global protein expression profiling can potentially uncover perturbations associated with common forms of heart disease. We have used shotgun MS/MS to monitor the state of biological systems in cardiac tissue correlating with disease onset, cardiac insufficiency and progression to heart failure in a time-course mouse model of dilated cardiomyopathy. However, interpreting the functional significance of the hundreds of differentially expressed proteins has been challenging. Here, we utilize improved enrichment statistical methods and an extensive collection of functionally related gene sets, gaining a more comprehensive understanding of the progressive alterations associated with functional decline in dilated cardiomyopathy. We visualize the enrichment results as an Enrichment Map, where significant gene sets are grouped based on annotation similarity. This approach vastly simplifies the interpretation of the large number of enriched gene sets found. For pathways of specific interest, such as Apoptosis and the MAPK (mitogen-activated protein kinase) cascade, we performed a more detailed analysis of the underlying signaling network, including experimental validation of expression patterns.
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spelling pubmed-28791432010-06-01 Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps Isserlin, Ruth Merico, Daniele Alikhani-Koupaei, Rasoul Gramolini, Anthony Bader, Gary D Emili, Andrew Proteomics Research Article Global protein expression profiling can potentially uncover perturbations associated with common forms of heart disease. We have used shotgun MS/MS to monitor the state of biological systems in cardiac tissue correlating with disease onset, cardiac insufficiency and progression to heart failure in a time-course mouse model of dilated cardiomyopathy. However, interpreting the functional significance of the hundreds of differentially expressed proteins has been challenging. Here, we utilize improved enrichment statistical methods and an extensive collection of functionally related gene sets, gaining a more comprehensive understanding of the progressive alterations associated with functional decline in dilated cardiomyopathy. We visualize the enrichment results as an Enrichment Map, where significant gene sets are grouped based on annotation similarity. This approach vastly simplifies the interpretation of the large number of enriched gene sets found. For pathways of specific interest, such as Apoptosis and the MAPK (mitogen-activated protein kinase) cascade, we performed a more detailed analysis of the underlying signaling network, including experimental validation of expression patterns. WILEY-VCH Verlag 2010-03 /pmc/articles/PMC2879143/ /pubmed/20127684 http://dx.doi.org/10.1002/pmic.200900412 Text en Copyright © 2010 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation.
spellingShingle Research Article
Isserlin, Ruth
Merico, Daniele
Alikhani-Koupaei, Rasoul
Gramolini, Anthony
Bader, Gary D
Emili, Andrew
Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title_full Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title_fullStr Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title_full_unstemmed Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title_short Pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
title_sort pathway analysis of dilated cardiomyopathy using global proteomic profiling and enrichment maps
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879143/
https://www.ncbi.nlm.nih.gov/pubmed/20127684
http://dx.doi.org/10.1002/pmic.200900412
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