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

PLoS One. 2022 Nov 16;17(11):e0277785. doi: 10.1371/journal.pone.0277785. eCollection 2022.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Decision Support Techniques
  • Humans
  • Lactates
  • Microcirculation
  • Percutaneous Coronary Intervention* / adverse effects
  • Predictive Value of Tests
  • Prognosis
  • Prospective Studies
  • Registries
  • Risk Assessment
  • Risk Factors
  • ST Elevation Myocardial Infarction* / etiology
  • ST Elevation Myocardial Infarction* / surgery
  • Time Factors

Substances

  • Lactates

Grants and funding

This research was carried out with the financial assistance of the European Union within the framework of the Artificial Intelligence National Laboratory, project number RRF-2.3.1-21-2022-00004 (MILAB, BM, https://mi.nemzetilabor.hu). DS was supported by a scholarship from the European Union „Development of scientific workshops of medical, health sciences and pharmaceutical educations”, project identification number: EFOP-3.6.3-VEKOP-16-2017-00009 (https://semmelweis.hu/innovacio/palyazat/hazai-tamogatott-projektek/efop-3-6-3-vekop-16-2017-00009/). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.