Publications by authors named "E Gayat"

Background: Cardiogenic shock (CS) is a heterogeneous clinical syndrome, making it challenging to predict patient trajectory and response to treatment. This study aims to identify biological/molecular CS subphenotypes, evaluate their association with outcome, and explore their impact on heterogeneity of treatment effect (ShockCO-OP, NCT06376318).

Methods: We used unsupervised clustering to integrate plasma biomarker data from two prospective cohorts of CS patients: CardShock (N = 205 [2010-2012, NCT01374867]) and the French and European Outcome reGistry in Intensive Care Units (FROG-ICU) (N = 228 [2011-2013, NCT01367093]) to determine the optimal number of classes.

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Background: Due to their invasiveness, arterial lines are not typically used in routine monitoring, despite their superior responsiveness in hemodynamic monitoring and detecting intraoperative hypotension. To address this issue, noninvasive, continuous arterial pressure monitoring is necessary. We developed a deep-learning model that reconstructs continuous mean arterial pressure (MAP) using the photoplethysmograhy (PPG) signal and compared it to the arterial line gold standard.

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Objective: Mean arterial pressure is widely used as the variable to monitor during anesthesia. But there are many other variables proposed to define intraoperative arterial hypotension. The goal of the present study was to search arterial pressure variables linked with prolonged postoperative length of stay (pLOS).

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Article Synopsis
  • - Anemia is a common issue among heart failure patients, affecting their treatment outcomes, and this study aimed to examine how anemia prevalence changes and its relationship with clinical results in heart failure patients from the STRONG-HF study.
  • - In the study of 1077 patients, anemia rates rose from 27.2% at enrollment to 32.1% at 90 days, with a slightly higher primary composite outcome observed in anemic patients, but the difference wasn't statistically significant.
  • - Patients with baseline anemia showed less improvement in health-related quality of life, while the incidence of anemia was higher in those receiving high-intensity care compared to usual care; factors like male sex and non-European regions were linked to a higher
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Article Synopsis
  • * Conducted across 40 hospitals in France, the trial involved 2,222 patients who were randomly assigned to either keep using RASIs until surgery or stop them 48 hours prior.
  • * The results showed no significant difference in all-cause mortality or major complications within 28 days after surgery between the two groups, suggesting that either strategy can be safely applied.
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