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Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction

BACKGROUND: Biomarker discovery and new insights into the pathophysiology of heart failure with reduced ejection fraction (HFrEF) may emerge from recent advances in high-throughput urinary proteomics. This could lead to improved diagnosis, risk stratification and management of HFrEF. METHODS AND RES...

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Autores principales: Rossing, Kasper, Bosselmann, Helle Skovmand, Gustafsson, Finn, Zhang, Zhen-Yu, Gu, Yu-Mei, Kuznetsova, Tatiana, Nkuipou-Kenfack, Esther, Mischak, Harald, Staessen, Jan A., Koeck, Thomas, Schou, Morten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4911082/
https://www.ncbi.nlm.nih.gov/pubmed/27308822
http://dx.doi.org/10.1371/journal.pone.0157167
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author Rossing, Kasper
Bosselmann, Helle Skovmand
Gustafsson, Finn
Zhang, Zhen-Yu
Gu, Yu-Mei
Kuznetsova, Tatiana
Nkuipou-Kenfack, Esther
Mischak, Harald
Staessen, Jan A.
Koeck, Thomas
Schou, Morten
author_facet Rossing, Kasper
Bosselmann, Helle Skovmand
Gustafsson, Finn
Zhang, Zhen-Yu
Gu, Yu-Mei
Kuznetsova, Tatiana
Nkuipou-Kenfack, Esther
Mischak, Harald
Staessen, Jan A.
Koeck, Thomas
Schou, Morten
author_sort Rossing, Kasper
collection PubMed
description BACKGROUND: Biomarker discovery and new insights into the pathophysiology of heart failure with reduced ejection fraction (HFrEF) may emerge from recent advances in high-throughput urinary proteomics. This could lead to improved diagnosis, risk stratification and management of HFrEF. METHODS AND RESULTS: Urine samples were analyzed by on-line capillary electrophoresis coupled to electrospray ionization micro time-of-flight mass spectrometry (CE-MS) to generate individual urinary proteome profiles. In an initial biomarker discovery cohort, analysis of urinary proteome profiles from 33 HFrEF patients and 29 age- and sex-matched individuals without HFrEF resulted in identification of 103 peptides that were significantly differentially excreted in HFrEF. These 103 peptides were used to establish the support vector machine-based HFrEF classifier HFrEF103. In a subsequent validation cohort, HFrEF103 very accurately (area under the curve, AUC = 0.972) discriminated between HFrEF patients (N = 94, sensitivity = 93.6%) and control individuals with and without impaired renal function and hypertension (N = 552, specificity = 92.9%). Interestingly, HFrEF103 showed low sensitivity (12.6%) in individuals with diastolic left ventricular dysfunction (N = 176). The HFrEF-related peptide biomarkers mainly included fragments of fibrillar type I and III collagen but also, e.g., of fibrinogen beta and alpha-1-antitrypsin. CONCLUSION: CE-MS based urine proteome analysis served as a sensitive tool to determine a vast array of HFrEF-related urinary peptide biomarkers which might help improving our understanding and diagnosis of heart failure.
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spelling pubmed-49110822016-07-06 Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction Rossing, Kasper Bosselmann, Helle Skovmand Gustafsson, Finn Zhang, Zhen-Yu Gu, Yu-Mei Kuznetsova, Tatiana Nkuipou-Kenfack, Esther Mischak, Harald Staessen, Jan A. Koeck, Thomas Schou, Morten PLoS One Research Article BACKGROUND: Biomarker discovery and new insights into the pathophysiology of heart failure with reduced ejection fraction (HFrEF) may emerge from recent advances in high-throughput urinary proteomics. This could lead to improved diagnosis, risk stratification and management of HFrEF. METHODS AND RESULTS: Urine samples were analyzed by on-line capillary electrophoresis coupled to electrospray ionization micro time-of-flight mass spectrometry (CE-MS) to generate individual urinary proteome profiles. In an initial biomarker discovery cohort, analysis of urinary proteome profiles from 33 HFrEF patients and 29 age- and sex-matched individuals without HFrEF resulted in identification of 103 peptides that were significantly differentially excreted in HFrEF. These 103 peptides were used to establish the support vector machine-based HFrEF classifier HFrEF103. In a subsequent validation cohort, HFrEF103 very accurately (area under the curve, AUC = 0.972) discriminated between HFrEF patients (N = 94, sensitivity = 93.6%) and control individuals with and without impaired renal function and hypertension (N = 552, specificity = 92.9%). Interestingly, HFrEF103 showed low sensitivity (12.6%) in individuals with diastolic left ventricular dysfunction (N = 176). The HFrEF-related peptide biomarkers mainly included fragments of fibrillar type I and III collagen but also, e.g., of fibrinogen beta and alpha-1-antitrypsin. CONCLUSION: CE-MS based urine proteome analysis served as a sensitive tool to determine a vast array of HFrEF-related urinary peptide biomarkers which might help improving our understanding and diagnosis of heart failure. Public Library of Science 2016-06-16 /pmc/articles/PMC4911082/ /pubmed/27308822 http://dx.doi.org/10.1371/journal.pone.0157167 Text en © 2016 Rossing 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
Rossing, Kasper
Bosselmann, Helle Skovmand
Gustafsson, Finn
Zhang, Zhen-Yu
Gu, Yu-Mei
Kuznetsova, Tatiana
Nkuipou-Kenfack, Esther
Mischak, Harald
Staessen, Jan A.
Koeck, Thomas
Schou, Morten
Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title_full Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title_fullStr Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title_full_unstemmed Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title_short Urinary Proteomics Pilot Study for Biomarker Discovery and Diagnosis in Heart Failure with Reduced Ejection Fraction
title_sort urinary proteomics pilot study for biomarker discovery and diagnosis in heart failure with reduced ejection fraction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4911082/
https://www.ncbi.nlm.nih.gov/pubmed/27308822
http://dx.doi.org/10.1371/journal.pone.0157167
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