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Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure
BACKGROUND: Over the last 50 years, clinical trials of novel interventions for acute heart failure (AHF) have, with few exceptions, been neutral or shown harm. We hypothesize that this might be related to a differential response to pharmacological therapy. METHODS: We studied the magnitude of treatm...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5550531/ https://www.ncbi.nlm.nih.gov/pubmed/28656542 http://dx.doi.org/10.1007/s10557-017-6726-1 |
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author | Liu, Licette C. Y. Valente, Mattia A. E. Postmus, Douwe O’Connor, Christopher M. Metra, Marco Dittrich, Howard C. Ponikowski, Piotr Teerlink, John R. Cotter, Gad Davison, Beth Cleland, John G. F. Givertz, Michael M. Bloomfield, Daniel M. van Veldhuisen, Dirk J. Hillege, Hans L. van der Meer, Peter Voors, Adriaan A. |
author_facet | Liu, Licette C. Y. Valente, Mattia A. E. Postmus, Douwe O’Connor, Christopher M. Metra, Marco Dittrich, Howard C. Ponikowski, Piotr Teerlink, John R. Cotter, Gad Davison, Beth Cleland, John G. F. Givertz, Michael M. Bloomfield, Daniel M. van Veldhuisen, Dirk J. Hillege, Hans L. van der Meer, Peter Voors, Adriaan A. |
author_sort | Liu, Licette C. Y. |
collection | PubMed |
description | BACKGROUND: Over the last 50 years, clinical trials of novel interventions for acute heart failure (AHF) have, with few exceptions, been neutral or shown harm. We hypothesize that this might be related to a differential response to pharmacological therapy. METHODS: We studied the magnitude of treatment effect of rolofylline across clinical characteristics and plasma biomarkers in 2033 AHF patients and derived a biomarker-based responder sum score model. Treatment response was survival from all-cause mortality through day 180. RESULTS: In the overall study population, rolofylline had no effect on mortality (HR 1.03, 95% CI 0.82–1.28, p = 0.808). We found no treatment interaction across clinical characteristics, but we found interactions between several biomarkers and rolofylline. The biomarker-based sum score model included TNF-R1α, ST2, WAP four-disulfide core domain protein HE4 (WAP-4C), and total cholesterol, and the score ranged between 0 and 4. In patients with score 4 (those with increased TNF-R1α, ST2, WAP-4C, and low total cholesterol), treatment with rolofylline was beneficial (HR 0.61, 95% CI 0.40–0.92, p = 0.019). In patients with score 0, treatment with rolofylline was harmful (HR 5.52, 95% CI 1.68–18.13, p = 0.005; treatment by score interaction p < 0.001). Internal validation estimated similar hazard ratio estimates (0 points: HR 5.56, 95% CI 5.27–7–5.87; 1 point: HR 1.31, 95% CI 1.25–1.33; 2 points: HR 0.75, 95% CI 0.74–0.76; 3 points: HR 1.13, 95% CI 1.11–1.15; 4 points, HR 0.61, 95% CI 0.61–0.62) compared to the original data. CONCLUSION: Biomarkers are superior to clinical characteristics to study treatment heterogeneity in acute heart failure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10557-017-6726-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5550531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-55505312017-08-24 Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure Liu, Licette C. Y. Valente, Mattia A. E. Postmus, Douwe O’Connor, Christopher M. Metra, Marco Dittrich, Howard C. Ponikowski, Piotr Teerlink, John R. Cotter, Gad Davison, Beth Cleland, John G. F. Givertz, Michael M. Bloomfield, Daniel M. van Veldhuisen, Dirk J. Hillege, Hans L. van der Meer, Peter Voors, Adriaan A. Cardiovasc Drugs Ther Original Article BACKGROUND: Over the last 50 years, clinical trials of novel interventions for acute heart failure (AHF) have, with few exceptions, been neutral or shown harm. We hypothesize that this might be related to a differential response to pharmacological therapy. METHODS: We studied the magnitude of treatment effect of rolofylline across clinical characteristics and plasma biomarkers in 2033 AHF patients and derived a biomarker-based responder sum score model. Treatment response was survival from all-cause mortality through day 180. RESULTS: In the overall study population, rolofylline had no effect on mortality (HR 1.03, 95% CI 0.82–1.28, p = 0.808). We found no treatment interaction across clinical characteristics, but we found interactions between several biomarkers and rolofylline. The biomarker-based sum score model included TNF-R1α, ST2, WAP four-disulfide core domain protein HE4 (WAP-4C), and total cholesterol, and the score ranged between 0 and 4. In patients with score 4 (those with increased TNF-R1α, ST2, WAP-4C, and low total cholesterol), treatment with rolofylline was beneficial (HR 0.61, 95% CI 0.40–0.92, p = 0.019). In patients with score 0, treatment with rolofylline was harmful (HR 5.52, 95% CI 1.68–18.13, p = 0.005; treatment by score interaction p < 0.001). Internal validation estimated similar hazard ratio estimates (0 points: HR 5.56, 95% CI 5.27–7–5.87; 1 point: HR 1.31, 95% CI 1.25–1.33; 2 points: HR 0.75, 95% CI 0.74–0.76; 3 points: HR 1.13, 95% CI 1.11–1.15; 4 points, HR 0.61, 95% CI 0.61–0.62) compared to the original data. CONCLUSION: Biomarkers are superior to clinical characteristics to study treatment heterogeneity in acute heart failure. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10557-017-6726-1) contains supplementary material, which is available to authorized users. Springer US 2017-06-27 2017 /pmc/articles/PMC5550531/ /pubmed/28656542 http://dx.doi.org/10.1007/s10557-017-6726-1 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Article Liu, Licette C. Y. Valente, Mattia A. E. Postmus, Douwe O’Connor, Christopher M. Metra, Marco Dittrich, Howard C. Ponikowski, Piotr Teerlink, John R. Cotter, Gad Davison, Beth Cleland, John G. F. Givertz, Michael M. Bloomfield, Daniel M. van Veldhuisen, Dirk J. Hillege, Hans L. van der Meer, Peter Voors, Adriaan A. Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title | Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title_full | Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title_fullStr | Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title_full_unstemmed | Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title_short | Identifying Subpopulations with Distinct Response to Treatment Using Plasma Biomarkers in Acute Heart Failure: Results from the PROTECT Trial: Differential Response in Acute Heart Failure |
title_sort | identifying subpopulations with distinct response to treatment using plasma biomarkers in acute heart failure: results from the protect trial: differential response in acute heart failure |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5550531/ https://www.ncbi.nlm.nih.gov/pubmed/28656542 http://dx.doi.org/10.1007/s10557-017-6726-1 |
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