Cargando…

Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry

BACKGROUND: In many of the risk estimation algorithms for patients with ST-elevation myocardial infarction (STEMI), heart rate and systolic blood pressure are key predictors. Yet, these parameters may also be altered by the applied medical treatment / circulatory support without concomitant improvem...

Descripción completa

Detalles Bibliográficos
Autores principales: Szabo, Dominika, Szabo, Andras, Magyar, Levente, Banhegyi, Gyongyver, Kugler, Szilvia, Pinter, Anita, Juhasz, Vencel, Ruppert, Mihaly, Olah, Attila, Ruzsa, Zoltan, Edes, Istvan Ferenc, Szekely, Andrea, Becker, David, Merkely, Bela, Hizoh, Istvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668119/
https://www.ncbi.nlm.nih.gov/pubmed/36383629
http://dx.doi.org/10.1371/journal.pone.0277785
_version_ 1784831845015224320
author Szabo, Dominika
Szabo, Andras
Magyar, Levente
Banhegyi, Gyongyver
Kugler, Szilvia
Pinter, Anita
Juhasz, Vencel
Ruppert, Mihaly
Olah, Attila
Ruzsa, Zoltan
Edes, Istvan Ferenc
Szekely, Andrea
Becker, David
Merkely, Bela
Hizoh, Istvan
author_facet Szabo, Dominika
Szabo, Andras
Magyar, Levente
Banhegyi, Gyongyver
Kugler, Szilvia
Pinter, Anita
Juhasz, Vencel
Ruppert, Mihaly
Olah, Attila
Ruzsa, Zoltan
Edes, Istvan Ferenc
Szekely, Andrea
Becker, David
Merkely, Bela
Hizoh, Istvan
author_sort Szabo, Dominika
collection PubMed
description BACKGROUND: In many of the risk estimation algorithms for patients with ST-elevation myocardial infarction (STEMI), heart rate and systolic blood pressure are key predictors. Yet, these parameters may also be altered by the applied medical treatment / circulatory support without concomitant improvement in microcirculation. Therefore, we aimed to investigate whether venous lactate level, a well-known marker of microcirculatory failure, may have an added prognostic value on top of the conventional variables of the “Global Registry of Acute Coronary Events” (GRACE) 2.0 model for predicting 30-day all-cause mortality of STEMI patients treated with primary percutaneous coronary intervention (PCI). METHODS: In a prospective single-center registry study conducted from May 2020 through April 2021, we analyzed data of 323 cases. Venous blood gas analysis was performed in all patients at admission. Nested logistic regression models were built using the GRACE 2.0 score alone (base model) and with the addition of venous lactate level (expanded model) with 30-day all-cause mortality as primary outcome measure. Difference in model performance was analyzed by the likelihood ratio (LR) test and the integrated discrimination improvement (IDI). Independence of the predictors was evaluated by the variance inflation factor (VIF). Discrimination and calibration was characterized by the c-statistic and calibration intercept / slope, respectively. RESULTS: Addition of lactate level to the GRACE 2.0 score improved the predictions of 30-day mortality significantly as assessed by both LR test (LR Chi-square = 8.7967, p = 0.0030) and IDI (IDI = 0.0685, p = 0.0402), suggesting that the expanded model may have better predictive ability than the GRACE 2.0 score. Furthermore, the VIF was 1.1203, indicating that the measured lactate values were independent of the calculated GRACE 2.0 scores. CONCLUSIONS: Our results suggest that admission venous lactate level and the GRACE 2.0 score may be independent and additive predictors of 30-day all-cause mortality of STEMI patients treated with primary PCI.
format Online
Article
Text
id pubmed-9668119
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-96681192022-11-17 Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry Szabo, Dominika Szabo, Andras Magyar, Levente Banhegyi, Gyongyver Kugler, Szilvia Pinter, Anita Juhasz, Vencel Ruppert, Mihaly Olah, Attila Ruzsa, Zoltan Edes, Istvan Ferenc Szekely, Andrea Becker, David Merkely, Bela Hizoh, Istvan PLoS One Research Article BACKGROUND: In many of the risk estimation algorithms for patients with ST-elevation myocardial infarction (STEMI), heart rate and systolic blood pressure are key predictors. Yet, these parameters may also be altered by the applied medical treatment / circulatory support without concomitant improvement in microcirculation. Therefore, we aimed to investigate whether venous lactate level, a well-known marker of microcirculatory failure, may have an added prognostic value on top of the conventional variables of the “Global Registry of Acute Coronary Events” (GRACE) 2.0 model for predicting 30-day all-cause mortality of STEMI patients treated with primary percutaneous coronary intervention (PCI). METHODS: In a prospective single-center registry study conducted from May 2020 through April 2021, we analyzed data of 323 cases. Venous blood gas analysis was performed in all patients at admission. Nested logistic regression models were built using the GRACE 2.0 score alone (base model) and with the addition of venous lactate level (expanded model) with 30-day all-cause mortality as primary outcome measure. Difference in model performance was analyzed by the likelihood ratio (LR) test and the integrated discrimination improvement (IDI). Independence of the predictors was evaluated by the variance inflation factor (VIF). Discrimination and calibration was characterized by the c-statistic and calibration intercept / slope, respectively. RESULTS: Addition of lactate level to the GRACE 2.0 score improved the predictions of 30-day mortality significantly as assessed by both LR test (LR Chi-square = 8.7967, p = 0.0030) and IDI (IDI = 0.0685, p = 0.0402), suggesting that the expanded model may have better predictive ability than the GRACE 2.0 score. Furthermore, the VIF was 1.1203, indicating that the measured lactate values were independent of the calculated GRACE 2.0 scores. CONCLUSIONS: Our results suggest that admission venous lactate level and the GRACE 2.0 score may be independent and additive predictors of 30-day all-cause mortality of STEMI patients treated with primary PCI. Public Library of Science 2022-11-16 /pmc/articles/PMC9668119/ /pubmed/36383629 http://dx.doi.org/10.1371/journal.pone.0277785 Text en © 2022 Szabo et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Szabo, Dominika
Szabo, Andras
Magyar, Levente
Banhegyi, Gyongyver
Kugler, Szilvia
Pinter, Anita
Juhasz, Vencel
Ruppert, Mihaly
Olah, Attila
Ruzsa, Zoltan
Edes, Istvan Ferenc
Szekely, Andrea
Becker, David
Merkely, Bela
Hizoh, Istvan
Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title_full Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title_fullStr Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title_full_unstemmed Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title_short Admission lactate level and the GRACE 2.0 score are independent and additive predictors of 30-day mortality of STEMI patients treated with primary PCI—Results of a real-world registry
title_sort admission lactate level and the grace 2.0 score are independent and additive predictors of 30-day mortality of stemi patients treated with primary pci—results of a real-world registry
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668119/
https://www.ncbi.nlm.nih.gov/pubmed/36383629
http://dx.doi.org/10.1371/journal.pone.0277785
work_keys_str_mv AT szabodominika admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT szaboandras admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT magyarlevente admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT banhegyigyongyver admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT kuglerszilvia admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT pinteranita admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT juhaszvencel admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT ruppertmihaly admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT olahattila admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT ruzsazoltan admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT edesistvanferenc admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT szekelyandrea admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT beckerdavid admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT merkelybela admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry
AT hizohistvan admissionlactatelevelandthegrace20scoreareindependentandadditivepredictorsof30daymortalityofstemipatientstreatedwithprimarypciresultsofarealworldregistry