Soluble suppression of tumorigenicity-2 (sST2) predicts mortality and right heart failure in LVAD patients
Numan, L.; Aarts, E.; Ramjankhan, F.; Oerlemans, M.; van der Meer, M. G.; de Jonge, N.; Oppelaar, A.-M.; Kemperman, H.; Asselbergs, F. W.; van Laake, L. W.
Show abstract
BackgroundSoluble suppression of tumorigenicity-2 (sST2) predicts mortality in heart failure patients. The predictive value of sST2 in left ventricular assist device (LVAD) patients remains unknown. Therefore, we studied the relationship between sST2 and outcome after LVAD implantation. MethodsPatients implanted between January 2015 and December 2022 were included. Survival of patients with normal and elevated pre-operative sST2 levels was compared using Kaplan-Meier analysis. The relationship between post-operative sST2, survival and right heart failure (RHF) was evaluated using a Joint Model (JM). Multivariate JM analysis adjusted for serially measured NT-proBNP was performed. ResultsThe median follow-up was 25 months, during which 1573 post-operative sST2 levels were measured in 199 patients, with a median of 29 ng/ml. Survival in patients with normal or elevated pre-operative sST2 levels (n=86) did not differ significantly (p=0.22). Time-dependent post-operative sST2 levels were significantly associated with mortality, with a hazard ratio (HR) of 1.20 (95% CI: 1.10-1.30, p<0.01) and a HR of 1.22 (95% CI: 1.07-1.39, p=0.01) for RHF, both per 10 unit sST2 increase. The sST2 instantaneous change was not predictive for survival or RHF (p=0.99, p=0.94 respectively). Multivariate JM analysis showed a significant relationship between sST2 with mortality adjusted for NT-proBNP with HR 1.19 (95% CI: 1.00-1.42, p=0.05), while the HR of RHF was not significant (1.22, 95% CI: 0.94-1.59, p=0.14), both per 10 unit sST2 increase. ConclusionTime-dependent post-operative sST2 predicts all-cause mortality after LVAD implantation independently of NT-proBNP. Future research is warranted into possible target interventions and the optimal monitoring frequency.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Prognostic Value of Patient-Reported Outcomes in Predicting Long-term Mortality after Transcatheter Aortic Valve Replacement (TAVR) 95%
- Relationship of mild to moderate impairment of left ventricular ejection fraction with fatal ventricular arrhythmic events in cardiac sarcoidosis 95%
- Development and validation of imaging-free myocardial fibrosis prediction models, association with outcomes, and sample size estimation for phase 3 trials 94%
Similar papers in this journal
- Autologous cardiac micrografts as support therapy to coronary artery bypass surgery 95%
- Fragmented QRS is independently predictive of long-term adverse clinical outcomes in Asian patients hospitalized for heart failure: a retrospective cohort study 95%
- Right Heart Remodeling in End-Stage Pulmonary Arterial Hypertension and the Impact of Treatment Intensity 94%
Similar papers in this journal
- Biomarkers of RV dysfunction in HFrEF identified by direct tissue proteomics: extracellular proteins fibromodulin and fibulin-5 95%
- Obesity Modifies Clinical Outcomes of Right Ventricular Dysfunction 95%
- Diastolic Perfusion Pressure Predicts Response to Inotropes/Vasopressors and Benefit from Mechanical Circulatory Support in Cardiogenic Shock? 94%
Similar papers in this journal
- Advanced Hemodynamic and Cluster Analysis for Identifying Novel RV function subphenotypes in Patients with Pulmonary Hypertension 94%
- Right ventricular pressure-strain relationship-derived myocardial work reflects contractility: validation with invasive pressure-volume analysis 93%
- Left ventricular transcriptome and extracellular vesicle-derived miRNAs in porcine donation after circulatory death (DCD) hearts undergoing prolonged working mode ex situ perfusion 92%
Similar papers in this journal
- Multiple Biomarkers to Predict Major Adverse Cardiovascular Events in Patients With Coronary Chronic Total Occlusions 95%
- Prognostic value of compact myocardial thinning in patients with left ventricular non-compaction 95%
- Sex-Related Outcomes of Transcatheter Aortic Valve Implantation with Self-Expanding or Balloon-Expandable Valves: Insights from the OPERA-TAVI Registry 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.