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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...
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/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. |
format | Online Article Text |
id | pubmed-4911082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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