Using electronic health data to explore effectiveness of ICU EEG and anti-seizure treatment

Ann Clin Transl Neurol. 2021 Dec;8(12):2270-2279. doi: 10.1002/acn3.51478. Epub 2021 Nov 21.

Abstract

Objectives: The purpose of this study was to examine critical care continuous electroencephalography (cEEG) utilization and downstream anti-seizure treatment patterns, their association with outcomes, and generate hypotheses for larger comparative effectiveness studies of cEEG-guided interventions.

Methods: Single-center retrospective study of critically ill patients (n = 14,523, age ≥18 years). Exposure defined as ≥24 h of cEEG and subsequent anti-seizure medication (ASM) escalation, with or without concomitant anesthetic. Exposure window was the first 7 days of admission. Primary outcome was in-hospital mortality. Multivariable analysis was performed using penalized logistic regression.

Results: One thousand and seventy-three patients underwent ≥24 h of cEEG within 7 days of admission. After adjusting for disease severity, ≥24 h of cEEG followed by ASM escalation in patients not on anesthetics (n = 239) was associated with lower in-hospital mortality (OR 0.76 [0.53-1.07]), though the finding did not reach significance. ASM escalation with concomitant anesthetic use (n = 484) showed higher odds for mortality (OR 1.41 [1.03-1.94]). In the seizures/status epilepticus subgroup, post cEEG ASM escalation without anesthetics showed lower odds for mortality (OR 0.43 [0.23-0.74]). Within the same subgroup, ASM escalation with concomitant anesthetic use showed higher odds for mortality (OR 1.34 [0.92-1.91]) though not significant.

Interpretation: Based on our findings we propose the following hypotheses for larger comparative effectiveness studies investigating the direct causal effect of cEEG-guided treatment on outcomes: (1) cEEG-guided ASM escalation may improve outcomes in critically ill patients with seizures; (2) cEEG-guided treatment with combination of ASMs and anesthetics may not improve outcomes in all critically ill patients.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Aged
  • Anticonvulsants / administration & dosage*
  • Critical Care / statistics & numerical data*
  • Electroencephalography / statistics & numerical data*
  • Electronic Health Records / statistics & numerical data*
  • Female
  • Hospital Mortality
  • Humans
  • Intensive Care Units / statistics & numerical data
  • Male
  • Middle Aged
  • Neurophysiological Monitoring / statistics & numerical data*
  • Outcome and Process Assessment, Health Care / statistics & numerical data*
  • Patient Discharge
  • Retrospective Studies
  • Seizures* / diagnosis
  • Seizures* / drug therapy
  • Seizures* / prevention & control

Substances

  • Anticonvulsants