Why the study?
Nomograms were needed to predict mortality during VA-ECMO assistance and in-hospital mortality risk in patients treated with VA-ECMO.
Do the PROFIT and POSITIVE nomograms accurately predict mortality during VA-ECMO and in-hospital mortality compared to the SAVE score in patients treated with VA-ECMO?
Do the PROFIT and POSITIVE nomograms accurately predict mortality during VA-ECMO and in-hospital mortality compared to the SAVE score in patients treated with VA-ECMO?
The newly developed PROFIT and POSITIVE nomograms demonstrated good discrimination and calibration for predicting mortality during VA-ECMO and in-hospital mortality, outperforming the existing SAVE score.
Nomograms modestly outperform SAVE for VA-ECMO mortality prediction; hypothesis-generating and should not yet change practice.
This study was aimed at developing and internally validating nomograms for predicting mortality during venoarterial-extracorporeal membrane oxygenation (VA-ECMO) and in-hospital mortality risk in patients treated with VA-ECMO. A total of 7260 patients treated with VA-ECMO from January 2017 to December 2023 were extracted from the Chinese society of extra corporeal life support registry database. The entire cohort was randomly assigned to derivation and validation cohorts at a ratio of 2:1. Multivariable Cox proportional hazards regression was conducted using bootstrapping with the likelihood ratio test and Akaike information criterion. Approximately 24% of patients died during VA-ECMO assistance, and 51% died in the hospital. The nomogram PROFIT was constructed with ten pre- and immediately post-ECMO parameters: age, body mass index (BMI), intra-aortic balloon pump before VA-ECMO, history of cardiac arrest, worst mean arterial pressure (MAP), potential of hydrogen (pH) and serum lactate levels before VA-ECMO, site of ECMO installation, peripheral cannulation and distal perfusion. Additionally, nomogram POSITIVE was also established with ten parameters: age, sex, BMI, history of cardiac arrest, MAP, pH, and serum lactate levels before VA-ECMO support, the occurrence of cardiac arrest before VA-ECMO, type of sedation and prior continuous renal replacement therapy. The area under the receiver operating characteristics (AUC) of the nomogram PROFIT (0.72 [95% CI 0.70-0.74]) and POSITIVE (0.71 [95% CI 0.68-0.73]) outperformed the SAVE score, which indicated that the nomograms were capable of effectively identifying patients with a high risk of mortality. Both nomograms demonstrated outstanding discrimination and calibration in derivation and validation cohorts. In patients treated with VA-ECMO, the nomogram PROFIT may serve as a valuable tool for predicting mortality during VA-ECMO assistance, and the nomogram POSITIVE can predict in-hospital mortality with high reliability. However, these tools still require external validation in other patient populations requiring VA-ECMO support.
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Qian et al. (2025) studied this question.
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