Machine learning determination of motivators of terminal extubation during the transition to end-of-life care in intensive care unit.

Procedural aspects of compassionate care such as the terminal extubation are understudied. We used machine learning methods to determine factors associated with the decision to extubate the critically ill patient at the end of life, and whether the terminal extubation shortens the dying process. We performed a secondary data analysis of a large, prospective, multicentre, cohort study, death prediction and physiology after removal of therapy (DePPaRT), which collected baseline data as well as ECG, pulse oximeter and arterial waveforms from WLST until 30 min after death. We analysed a priori defined factors associated with the decision to perform terminal extubation in WLST using the random forest method and logistic regression. Cox regression was used to analyse the effect of terminal extubation on time from WLST to death. A total of 616 patients were included into the analysis, out of which 396 (64.3%) were terminally extubated. The study centre, low or no vasopressor support, and good respiratory function were factors significantly associated with the decision to extubate. Unadjusted time to death did not differ between patients with and without extubation (median survival time extubated vs. not extubated: 60 [95% CI: 46; 76] vs. 58 [95% CI: 45; 75] min). In contrast, after adjustment for confounders, time to death of extubated patients was significantly shorter (49 [95% CI: 40; 62] vs. 85 [95% CI: 61; 115] min). The decision to terminally extubate is associated with specific centres and less respiratory and/or vasopressor support. In this context, terminal extubation was associated with a shorter time to death.

[How does a doctor declare death?] / Hoe stelt een arts de dood vast?

Ward doctors in regular medical departments have to be competent in declaring the death of a patient. The majority of literature on confirmation of death focuses on special circumstances, including intensive care patients and cases involving organ donation. There is no consensus regarding the procedure and criteria for declaration of death in a 'normal' patient on a medical ward. In this article we describe the death criteria, changes that occur in the body following death, and how death can be declared in in a 'normal' patient on a medical ward and in special circumstances.

[Kidney donor with severe disseminated intravascular coagulation: transplantation however successful]. / Nierdonor met ernstige diffuse intravasale stolling: Toch succesvolle transplantatie.

A 41-year-old male, with no previous medical history, was admitted to our intensive care unit with severe isolated neurotrauma and a Glasgow Coma Scale of E1-M1-V1, mid-dilated unreactive pupils and severe abnormalities on the brain CT-scan. A severe syndrome of disseminated intravascular coagulation (DIC) and non-oliguric renal insufficiency developed. Following clinical and neurophysiological examination the patient was declared brain-dead, and the family gave permission for organ donation. The left kidney was transplanted and functioned well immediately. However, in view of the DIC and renal function disorders the right kidney was not considered usable for transplantation elsewhere. Pathological examination revealed many fibrin thrombi in the glomerular capillaries and acute tubular necrosis. This case supports the view that thrombotic microangiopathy in kidneys of patients with DIS, even with renal function impairment, is not an a priori reason for excluding donation.