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Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure
BACKGROUNDS: Earlier studies showed that in patients with heart failure (HF), circulating levels of B-type natriuretic peptide (BNP) at hospital discharge (BNP(dis)) are more predictive of prognosis than BNP levels on admission (BNP(ad)). However, the mechanism underlying that difference has not bee...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130754/ https://www.ncbi.nlm.nih.gov/pubmed/34001654 http://dx.doi.org/10.1136/openhrt-2021-001603 |
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author | Anegawa, Eiji Takahama, Hiroyuki Nishimura, Kunihiro Onozuka, Daisuke Irie, Yuki Moriuchi, Kenji Amano, Masashi Okada, Atsushi Amaki, Makoto Kanzaki, Hideaki Noguchi, Teruo Kusano, Kengo Yasuda, Satoshi Izumi, Chisato |
author_facet | Anegawa, Eiji Takahama, Hiroyuki Nishimura, Kunihiro Onozuka, Daisuke Irie, Yuki Moriuchi, Kenji Amano, Masashi Okada, Atsushi Amaki, Makoto Kanzaki, Hideaki Noguchi, Teruo Kusano, Kengo Yasuda, Satoshi Izumi, Chisato |
author_sort | Anegawa, Eiji |
collection | PubMed |
description | BACKGROUNDS: Earlier studies showed that in patients with heart failure (HF), circulating levels of B-type natriuretic peptide (BNP) at hospital discharge (BNP(dis)) are more predictive of prognosis than BNP levels on admission (BNP(ad)). However, the mechanism underlying that difference has not been fully elucidated. We examined the association between confounding factors during hospitalisation and BNP(dis) in patients with HF. METHODS: We identified patients admitted to our hospital for HF (BNP(ad) ≥100 pg/mL). Estimated left ventricular end-diastolic pressure (eLVEDP) was calculated using echocardiographic data. To identify the factors associated with the relation between BNP(ad) and BNP(dis), we performed a stepwise regression analysis of retrospective data. To validate that analysis, we performed a prospective study. RESULTS: Through stepwise regression of the patient data (n=688, New York Heart Association 3–4, 88%), we found age, blood urea nitrogen and eLVEDP to be significantly (p<0.05) associated with BNP(dis). Through multivariate analysis after accounting for these factors, we created a formula for predicting BNP levels at discharge (predicted-BNP(dis)) from BNP(ad) and other parameters measured at admission (p<0.05). By statistically adjusting for these factors, the prognostic power of BNP(ad) was significantly improved (p<0.001). The prospective study also confirmed the strong correlation between predicted-BNP(dis) and BNP(dis) (n=104, r=0.625, p<0.05). CONCLUSION: This study showed that statistically accounting for confounding factors affecting BNP levels improves the predictive power of BNP levels measured at the time of hospital admission, suggesting that these confounding factors are associated with lowering predictive power of BNP on admission. TRIAL REGISTRATION NUMBER: UMIN 000034409, 00035428. |
format | Online Article Text |
id | pubmed-8130754 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-81307542021-05-27 Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure Anegawa, Eiji Takahama, Hiroyuki Nishimura, Kunihiro Onozuka, Daisuke Irie, Yuki Moriuchi, Kenji Amano, Masashi Okada, Atsushi Amaki, Makoto Kanzaki, Hideaki Noguchi, Teruo Kusano, Kengo Yasuda, Satoshi Izumi, Chisato Open Heart Heart Failure and Cardiomyopathies BACKGROUNDS: Earlier studies showed that in patients with heart failure (HF), circulating levels of B-type natriuretic peptide (BNP) at hospital discharge (BNP(dis)) are more predictive of prognosis than BNP levels on admission (BNP(ad)). However, the mechanism underlying that difference has not been fully elucidated. We examined the association between confounding factors during hospitalisation and BNP(dis) in patients with HF. METHODS: We identified patients admitted to our hospital for HF (BNP(ad) ≥100 pg/mL). Estimated left ventricular end-diastolic pressure (eLVEDP) was calculated using echocardiographic data. To identify the factors associated with the relation between BNP(ad) and BNP(dis), we performed a stepwise regression analysis of retrospective data. To validate that analysis, we performed a prospective study. RESULTS: Through stepwise regression of the patient data (n=688, New York Heart Association 3–4, 88%), we found age, blood urea nitrogen and eLVEDP to be significantly (p<0.05) associated with BNP(dis). Through multivariate analysis after accounting for these factors, we created a formula for predicting BNP levels at discharge (predicted-BNP(dis)) from BNP(ad) and other parameters measured at admission (p<0.05). By statistically adjusting for these factors, the prognostic power of BNP(ad) was significantly improved (p<0.001). The prospective study also confirmed the strong correlation between predicted-BNP(dis) and BNP(dis) (n=104, r=0.625, p<0.05). CONCLUSION: This study showed that statistically accounting for confounding factors affecting BNP levels improves the predictive power of BNP levels measured at the time of hospital admission, suggesting that these confounding factors are associated with lowering predictive power of BNP on admission. TRIAL REGISTRATION NUMBER: UMIN 000034409, 00035428. BMJ Publishing Group 2021-05-17 /pmc/articles/PMC8130754/ /pubmed/34001654 http://dx.doi.org/10.1136/openhrt-2021-001603 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Heart Failure and Cardiomyopathies Anegawa, Eiji Takahama, Hiroyuki Nishimura, Kunihiro Onozuka, Daisuke Irie, Yuki Moriuchi, Kenji Amano, Masashi Okada, Atsushi Amaki, Makoto Kanzaki, Hideaki Noguchi, Teruo Kusano, Kengo Yasuda, Satoshi Izumi, Chisato Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title | Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title_full | Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title_fullStr | Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title_full_unstemmed | Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title_short | Improvements of predictive power of B-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
title_sort | improvements of predictive power of b-type natriuretic peptide on admission by mathematically estimating its discharge levels in hospitalised patients with acute heart failure |
topic | Heart Failure and Cardiomyopathies |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8130754/ https://www.ncbi.nlm.nih.gov/pubmed/34001654 http://dx.doi.org/10.1136/openhrt-2021-001603 |
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