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Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension
N-terminal pro B-type natriuretic peptide (NT-proBNP) is a product of cleavage of the cardiac prohormone pro B-type natriuretic peptide into its active form. It has proven to be a useful biomarker in left heart failure. However, studies examining the utility of serial measurements of NT-proBNP in pu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Medknow Publications
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198650/ https://www.ncbi.nlm.nih.gov/pubmed/22034610 http://dx.doi.org/10.4103/2045-8932.83450 |
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author | Soon, Elaine Doughty, Natalie J. Treacy, Carmen M. Ross, Robert M. Toshner, Mark Upton, Paul D. Sheares, Karen Morrell, Nicholas W. Pepke-Zaba, Joanna |
author_facet | Soon, Elaine Doughty, Natalie J. Treacy, Carmen M. Ross, Robert M. Toshner, Mark Upton, Paul D. Sheares, Karen Morrell, Nicholas W. Pepke-Zaba, Joanna |
author_sort | Soon, Elaine |
collection | PubMed |
description | N-terminal pro B-type natriuretic peptide (NT-proBNP) is a product of cleavage of the cardiac prohormone pro B-type natriuretic peptide into its active form. It has proven to be a useful biomarker in left heart failure. However, studies examining the utility of serial measurements of NT-proBNP in pulmonary arterial hypertension (PAH) patients have shown mixed results. We compared three methods of predicting adverse clinical outcomes in PAH patients: the change in 6 minute walk distance (6MWD), the change in absolute levels of NT-proBNP and the change in log-transformed levels of NT-proBNP. All PAH patients presenting from March-June 2007 were screened. Patients who were clinically unstable, had abnormal renal function or hemoglobin levels or lacked a prior NT-proBNP were excluded. 63 patients were followed up for adverse clinical outcomes (defined as death, transplantation, hospitalisation for right heart failure, or need for increased therapy). Three methods were used to predict adverse events, i.e.: (a) comparing a 6MWD performed in March-June 2007 and a previous 6MWD. A decrease in 6MWD of ≥30m was used to predict clinical deterioration; (b) comparing a NT-proBNP value measured in March-June 2007 and a previous NT-proBNP. An increase in NT-proBNP of ≥250pg/ml was used to predict clinical deterioration (250pg/ml represented approximately 30% change from the baseline median value of NT-proBNP for this cohort); and (c) comparing the loge equivalents of two consecutive NT-proBNP values. We used the formula: loge(current NT-proBNP) - loge(previous NT-proBNP)=x. A value of x≥+0.26 was used to predict adverse events. This is equivalent to a 30% change from baseline, and hence is comparable to the chosen cut-off for absolute levels of NT-proBNP. A loge difference of ≥+0.26 identifies patients at risk of adverse events with a specificity of 98%, a sensitivity of 60%, a positive predictive value of 89%, and a negative predictive value of 90%. A drop in 6MWD of ≥30m has a specificity of 29%, a sensitivity of 73%, a positive predictive value of 24% and a negative predictive value of 24%. It seems possible to risk-stratify apparently stable PAH patients by following the changes in their serial log-transformed NT-proBNP values. In this small pilot study, this method was better than relying on changes in the actual levels of NT-proBNP or changes in 6MWD. This needs to be validated prospectively in a larger cohort. |
format | Online Article Text |
id | pubmed-3198650 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Medknow Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-31986502011-10-27 Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension Soon, Elaine Doughty, Natalie J. Treacy, Carmen M. Ross, Robert M. Toshner, Mark Upton, Paul D. Sheares, Karen Morrell, Nicholas W. Pepke-Zaba, Joanna Pulm Circ Research Article N-terminal pro B-type natriuretic peptide (NT-proBNP) is a product of cleavage of the cardiac prohormone pro B-type natriuretic peptide into its active form. It has proven to be a useful biomarker in left heart failure. However, studies examining the utility of serial measurements of NT-proBNP in pulmonary arterial hypertension (PAH) patients have shown mixed results. We compared three methods of predicting adverse clinical outcomes in PAH patients: the change in 6 minute walk distance (6MWD), the change in absolute levels of NT-proBNP and the change in log-transformed levels of NT-proBNP. All PAH patients presenting from March-June 2007 were screened. Patients who were clinically unstable, had abnormal renal function or hemoglobin levels or lacked a prior NT-proBNP were excluded. 63 patients were followed up for adverse clinical outcomes (defined as death, transplantation, hospitalisation for right heart failure, or need for increased therapy). Three methods were used to predict adverse events, i.e.: (a) comparing a 6MWD performed in March-June 2007 and a previous 6MWD. A decrease in 6MWD of ≥30m was used to predict clinical deterioration; (b) comparing a NT-proBNP value measured in March-June 2007 and a previous NT-proBNP. An increase in NT-proBNP of ≥250pg/ml was used to predict clinical deterioration (250pg/ml represented approximately 30% change from the baseline median value of NT-proBNP for this cohort); and (c) comparing the loge equivalents of two consecutive NT-proBNP values. We used the formula: loge(current NT-proBNP) - loge(previous NT-proBNP)=x. A value of x≥+0.26 was used to predict adverse events. This is equivalent to a 30% change from baseline, and hence is comparable to the chosen cut-off for absolute levels of NT-proBNP. A loge difference of ≥+0.26 identifies patients at risk of adverse events with a specificity of 98%, a sensitivity of 60%, a positive predictive value of 89%, and a negative predictive value of 90%. A drop in 6MWD of ≥30m has a specificity of 29%, a sensitivity of 73%, a positive predictive value of 24% and a negative predictive value of 24%. It seems possible to risk-stratify apparently stable PAH patients by following the changes in their serial log-transformed NT-proBNP values. In this small pilot study, this method was better than relying on changes in the actual levels of NT-proBNP or changes in 6MWD. This needs to be validated prospectively in a larger cohort. Medknow Publications 2011 /pmc/articles/PMC3198650/ /pubmed/22034610 http://dx.doi.org/10.4103/2045-8932.83450 Text en Copyright: © Pulmonary Circulation http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Soon, Elaine Doughty, Natalie J. Treacy, Carmen M. Ross, Robert M. Toshner, Mark Upton, Paul D. Sheares, Karen Morrell, Nicholas W. Pepke-Zaba, Joanna Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title | Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title_full | Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title_fullStr | Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title_full_unstemmed | Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title_short | Log-transformation improves the prognostic value of serial NT-proBNP levels in apparently stable pulmonary arterial hypertension |
title_sort | log-transformation improves the prognostic value of serial nt-probnp levels in apparently stable pulmonary arterial hypertension |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3198650/ https://www.ncbi.nlm.nih.gov/pubmed/22034610 http://dx.doi.org/10.4103/2045-8932.83450 |
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