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Midazolam Infusion and Disease Severity Affect the Level of Sedation in Children: A Parametric Time-to-Event Analysis
Parth J Upadhyay1, Nienke J Vet2, Sebastiaan C Goulooze1
1Gorlaeus Laboratories, Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (LACDR), Leiden University, PO Box 9502, 2300RA, Leiden, The Netherlands.
Insights
Parametric time-to-event analysis quantified midazolam's sedative effects in critically ill children. Midazolam significantly prolonged sedation duration, with disease severity influencing its effectiveness.
Area of Science:
- Pediatric Critical Care Medicine
- Pharmacometrics
- Clinical Pharmacology
Background:
- Midazolam is a first-line sedative for critically ill, mechanically ventilated children.
- Quantifying midazolam's precise sedative effects in this population has been challenging.
Purpose of the Study:
- To utilize parametric time-to-event (PTTE) analysis to quantify the sedative effects of midazolam in critically ill children.
- To assess the influence of disease severity on midazolam's efficacy.
Main Methods:
- A PTTE analysis was performed on data from a published study involving mechanically ventilated children.
- Midazolam or placebo infusions were administered during sedation interruption, with restart of unblinded midazolam analyzed as the event.
- The analysis utilized NONMEM® software and included internal and external validation cohorts.
Main Results:
- The analysis included 138 events from 79 individuals.
- Midazolam reduced the hazard for midazolam restart due to undersedation by 51%.
- Time to midazolam restart was longer in patients with low disease severity (PRISM II < 10) compared to high severity (PRISM II > 21) in both midazolam and placebo groups.
Conclusions:
- PTTE analysis effectively quantified midazolam's role in prolonging sedation in critically ill children.
- Disease severity significantly impacts sedation duration, a factor quantifiable by PTTE.
- This method offers a valuable tool for assessing sedative effects in clinical settings.
Aim:
In critically ill mechanically ventilated children, midazolam is used first line for sedation, however its exact sedative effects have been difficult to quantify. In this analysis, we use parametric time-to-event (PTTE) analysis to quantify the effects of midazolam in critically ill children.
Methods:
In the PTTE analysis, data was analyzed from a published study in mechanically ventilated children in which blinded midazolam or placebo infusions were administered during a sedation interruption phase until, based on COMFORT-B and NISS scores, patients became undersedated and unblinded midazolam was restarted. Using NONMEM® v.7.4.3., restart of unblinded midazolam was analysed as event. Patients in the trial were divided into internal and external validation cohorts prior to analysis.
Results:
Data contained 138 events from 79 individuals (37 blinded midazolam; 42 blinded placebo). In the PTTE model, the baseline hazard was best described by a constant function. Midazolam reduced the hazard for restart of unblinded midazolam due to undersedation by 51%. In the blinded midazolam group, time to midazolam restart was 26 h versus 58 h in patients with low versus high disease severity upon admission (PRISM II < 10 versus > 21), respectively. For blinded placebo, these times were 14 h and 33 h, respectively. The model performed well in an external validation with 42 individuals.
Conclusion:
The PTTE analysis effectively quantified the effect of midazolam in prolonging sedation and also the influence of disease severity on sedation in mechanically ventilated critically ill children, and provides a valuable tool to quantify the effect of sedatives. Clinical trial number and registry URL: Netherlands Trial Register, Trial NL1913 (NTR2030), date registered 28 September 2009 https://www.trialregister.nl/trial/1913 .
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