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Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion
BACKGROUND: Treatment to restore sinus rhythm among patients with atrial fibrillation (AF) has limited long-term success rates. Gene expression profiling may provide new insights into AF pathophysiology. OBJECTIVE: To identify biomarkers and improve our understanding of AF pathophysiology by compari...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4917233/ https://www.ncbi.nlm.nih.gov/pubmed/27332823 http://dx.doi.org/10.1371/journal.pone.0157550 |
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author | Raman, Kripa Aeschbacher, Stefanie Bossard, Matthias Hochgruber, Thomas Zimmermann, Andreas J. Kaufmann, Beat A. Pumpol, Katrin Rickenbacker, Peter Paré, Guillaume Conen, David |
author_facet | Raman, Kripa Aeschbacher, Stefanie Bossard, Matthias Hochgruber, Thomas Zimmermann, Andreas J. Kaufmann, Beat A. Pumpol, Katrin Rickenbacker, Peter Paré, Guillaume Conen, David |
author_sort | Raman, Kripa |
collection | PubMed |
description | BACKGROUND: Treatment to restore sinus rhythm among patients with atrial fibrillation (AF) has limited long-term success rates. Gene expression profiling may provide new insights into AF pathophysiology. OBJECTIVE: To identify biomarkers and improve our understanding of AF pathophysiology by comparing whole blood gene expression before and after electrical cardioversion (ECV). METHODS: In 46 patients with persistent AF that underwent ECV, whole blood samples were collected 1–2 hours before and 4 to 6 weeks after successful cardioversion. The paired samples were sent for microarray and plasma biomarker comparison. RESULTS: Of 13,942 genes tested, expression of SLC25A20 and PDK4 had the strongest associations with AF. Post-cardioversion, SLC25A20 and PDK4 expression decreased by 0.8 (CI 0.7–0.8, p = 2.0x10(-6)) and 0.7 (CI 0.6–0.8, p = 3.0x10(-5)) fold respectively. Median N-terminal pro B-type natriuretic peptide (NT-proBNP) concentrations decreased from 127.7 pg/mL to 44.9 pg/mL (p = 2.3x10(-13)) after cardioversion. AF discrimination models combining NT-proBNP and gene expression (NT-proBNP + SLC25A20 area under the curve = 0.88, NT-proBNP + PDK4 AUC = 0.86) had greater discriminative capacity as compared with NT-proBNP alone (AUC = 0.82). Moreover, a model including NT-proBNP, SLC25A20 and PDK4 significantly improved AF discrimination as compared with other models (AUC = 0.87, Net Reclassification Index >0.56, p<5.8x10(-3)). We validated the association between SLC25A20 and PDK4 with AF in an independent sample of 17 patients. CONCLUSION: This study demonstrates that SLC25A20, PDK4, and NT-proBNP have incremental utility as biomarkers discriminating AF from sinus rhythm. Elevated SLC25A20 and PDK4 expression during AF indicates an important role for energy metabolism in AF. |
format | Online Article Text |
id | pubmed-4917233 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49172332016-07-08 Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion Raman, Kripa Aeschbacher, Stefanie Bossard, Matthias Hochgruber, Thomas Zimmermann, Andreas J. Kaufmann, Beat A. Pumpol, Katrin Rickenbacker, Peter Paré, Guillaume Conen, David PLoS One Research Article BACKGROUND: Treatment to restore sinus rhythm among patients with atrial fibrillation (AF) has limited long-term success rates. Gene expression profiling may provide new insights into AF pathophysiology. OBJECTIVE: To identify biomarkers and improve our understanding of AF pathophysiology by comparing whole blood gene expression before and after electrical cardioversion (ECV). METHODS: In 46 patients with persistent AF that underwent ECV, whole blood samples were collected 1–2 hours before and 4 to 6 weeks after successful cardioversion. The paired samples were sent for microarray and plasma biomarker comparison. RESULTS: Of 13,942 genes tested, expression of SLC25A20 and PDK4 had the strongest associations with AF. Post-cardioversion, SLC25A20 and PDK4 expression decreased by 0.8 (CI 0.7–0.8, p = 2.0x10(-6)) and 0.7 (CI 0.6–0.8, p = 3.0x10(-5)) fold respectively. Median N-terminal pro B-type natriuretic peptide (NT-proBNP) concentrations decreased from 127.7 pg/mL to 44.9 pg/mL (p = 2.3x10(-13)) after cardioversion. AF discrimination models combining NT-proBNP and gene expression (NT-proBNP + SLC25A20 area under the curve = 0.88, NT-proBNP + PDK4 AUC = 0.86) had greater discriminative capacity as compared with NT-proBNP alone (AUC = 0.82). Moreover, a model including NT-proBNP, SLC25A20 and PDK4 significantly improved AF discrimination as compared with other models (AUC = 0.87, Net Reclassification Index >0.56, p<5.8x10(-3)). We validated the association between SLC25A20 and PDK4 with AF in an independent sample of 17 patients. CONCLUSION: This study demonstrates that SLC25A20, PDK4, and NT-proBNP have incremental utility as biomarkers discriminating AF from sinus rhythm. Elevated SLC25A20 and PDK4 expression during AF indicates an important role for energy metabolism in AF. Public Library of Science 2016-06-22 /pmc/articles/PMC4917233/ /pubmed/27332823 http://dx.doi.org/10.1371/journal.pone.0157550 Text en © 2016 Raman et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Raman, Kripa Aeschbacher, Stefanie Bossard, Matthias Hochgruber, Thomas Zimmermann, Andreas J. Kaufmann, Beat A. Pumpol, Katrin Rickenbacker, Peter Paré, Guillaume Conen, David Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title | Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title_full | Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title_fullStr | Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title_full_unstemmed | Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title_short | Whole Blood Gene Expression Differentiates between Atrial Fibrillation and Sinus Rhythm after Cardioversion |
title_sort | whole blood gene expression differentiates between atrial fibrillation and sinus rhythm after cardioversion |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4917233/ https://www.ncbi.nlm.nih.gov/pubmed/27332823 http://dx.doi.org/10.1371/journal.pone.0157550 |
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