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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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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 |
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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 |
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