Number of measurements
After processing the MIRUS™ and Narcotrend logs and excluding incomplete measurements, a total of 21.208 time-stamped pair observations (N_Index and MAC) were obtained. The number of observations per patient was 1019 ± 430, 852 ± 797, and 1158 ± 436 for the isoflurane, sevoflurane, and desflurane groups. The duration of sedation per group in rounded hours was comparable across groups: 18 [16 to 21]; 17 [10 to 37], and 18 [15 to 22] for isoflurane, sevoflurane, and desflurane, respectively (p = 0.71).
Demographics and secondary variables
Seventy-eight patients underwent major surgeries with an expected longer ICU stay and met the inclusion criteria of eligibility. Of these, 30 patients required postoperative mechanical ventilation. The included patients required postoperative invasive ventilation because they met at least one of the following criteria: surgical indication for strict immobility (after extensive aortic or spinal surgery), increased opioid requirements (> 0.15 µg/kg/h sufentanil), reduced oxygenation (PaO2/FiO2 < 200), or haemodynamic instability. Table 1 and Fig. 1 present the patient’s demographics, common diseases, surgeries, clinical scores, and laboratory values. The variables do not vary significantly across groups and show no linear correlation with the N_Index. Norepinephrine was the only administered vasopressor: 0.139 ± 0.004 µg/kg/min, N = 10 in the isoflurane subgroup; 0.095 ± 0.003, N = 7 in sevoflurane; 0.164 ± 0.004, N = 8 in the desflurane group; p = 0.32.
Table 1
Patients demographics along with frequent diseases and surgeries
| isoflurane | sevoflurane | desflurane | p-value |
Gender [male : female] | 8 : 2 | 7 : 3 | 5 : 5 | 0.5 |
Age [years] | 65 ± 10 | 68 ± 10 | 60 ± 13 | 0.23 |
Weight [kg] | 85 ± 10 | 83 ± 21 | 69 ± 16 | 0.06 |
SAPS | 29 ± 10 | 34 ± 10 | 26 ± 10 | 0.23 |
Arterial hypertension [N] | 4 | 7 | 7 | 0.45 |
Smoking [N] | 4 | 4 | 2 | 0.69 |
Renal insufficiency [N] | 1 | 1 | 0 | 1 |
Coronary disease [N] | 2 | 3 | 0 | 0.32 |
Surgical interventions [N] Esophagectomy Necrotizing fasciitis Aortic surgery Pancreatic surgery Peritoneal debulking Spondylodesis | 5 0 1 2 1 1 | 4 1 1 0 2 2 | 2 0 3 3 1 1 | 0.32 1 0.57 0.32 1 1 |
[N] represents the number of patients undergoing a type of surgery or having a preexisting condition. SAPS is the abbreviation for Simplified Acute Physiology Score II.
Analgosedation
In the operating room, the patients received epidural analgesia if they had no contraindications. In the isoflurane, sevoflurane, and desflurane groups, the number of patients with epidural ropivacaine was 3, 2, and 3, respectively. General anaesthesia was induced with 0.2 µg/kg sufentanil and 2 mg/kg propofol. For anaesthesia maintenance, patients received sevoflurane MAC 1.12 ± 0.18 and sufentanil 0.17 ± 0.10 µg/kg ideal body weight/hour, without significant differences across groups. Postoperatively, the patients were switched to intravenous sedation with propofol for at least 1 hour to allow all accumulated sevoflurane to be exhaled.
In the ICU, we aimed for a BPS ≤ 3 using epidural analgesia (ropivacaine 0.2% + sufentanil 0.75 µg/mL 4 ± 2 mL/hour), anti-inflammatory agents, and intravenous sufentanil µg/kg ideal body weight/hour: 0.25 ± 0.09, 0.26 ± 0.29, and 0.21 ± 0.14 in the isoflurane, sevoflurane, and desflurane groups, respectively (p = 0.83). The analgosedation was supplemented before possible stress-inducing examinations, medical interventions, or nursing care.
The measured end-expiratory MAC did not vary significantly: 0.58 ± 0.03, 0.56 ± 0.07, and 0.58 ± 0.06 for isoflurane, sevoflurane, and desflurane, respectively (p = 0.32). The electronically logged N_Index was: 33 [28 to 44], [30 to 45], and 37 [31 to 42] for isoflurane, sevoflurane, and desflurane, respectively (p = 0.67).
The N_Index are grouped into the following stages: A = awake (95 to 100 N_Index), B = sedated (80 to 94), C = light anaesthesia (65 to 79), D = general anaesthesia (37 to 64), E0 to E1 = general anaesthesia with deep hypnosis (20 to 36), and E2 to F1 = general anaesthesia with increasing burst-suppression (0 to 19). In our bootstrap analysis, each patient is equally represented; the corresponding plots are in Fig. 2.
No patient was in stage A or B, and none of the participants needed rescue intravenous sedation. The ratio of moderate versus deep sedation depth was 40%/60%, 52%/48%, and 67%/33% in the isoflurane, sevoflurane, and desflurane groups, and the χ2 test comparing isoflurane and sevoflurane showed no statistically significant differences (p = 0.08). The χ2 of the sevoflurane - desflurane and isoflurane - desflurane comparisons show p-values of 0.03 and 0.0001. Despite comparable MAC values across groups, the deep stages D and F were less frequent in the desflurane group than in the isoflurane or sevoflurane groups.
Sedation depth assessment in the first and last 2 hours
The patient’s MAC values showed no significant difference between the first and the last 2 hours of sedation (p = 0.55). Across all measurements, the median MAC was 0.58 [0.53 to 0.59].
Despite stable MAC values, mean N_Index in the isoflurane group dropped with a median of − 13.75 [− 4 to − 19] points (p < 0.01). In the sevoflurane group, N_Index dropped − 8 points (0.25 to − 13; p = 0.04). The difference in the desflurane group − 5.55 [− 1 to − 12] was statistically not significant (p = 0.07). These results are displayed in Fig. 3.
In the pairwise (per patient) comparison of the RASS values in the first and last two sedation hours, we obtain the following results: isoflurane p = 0.02, sevoflurane p = 0.04, desflurane p = 0.15. In the first 2 hours, the median [1st quartile, 3rd quartile] was isoflurane − 3 [− 3; −3], sevoflurane − 4 [− 4; −3], desflurane − 3 [− 3.75; −3]. In the last 2 hours, the values were as follows: isoflurane − 4 [− 4; −3], sevoflurane − 4 [− 4: −3.25], desflurane − 3.5 [− 4; −3].
Analysis of longitudinal data
In the second step of the analysis, we applied an autoregressive hierarchical linear model to all 21.208 longitudinal measurements, with clustering per patient. This regression identified a robust negative correlation between time under sedation and the N_Index (R2 = 0.76): the regression model is presented in Table 2. Both the linear intercept and slope have a significant p-value < 0.001. The regression formula: N_Index = 43 − 0.72 × hours, this translates into a N_Index drop of approximately − 17 points after one inhalative sedation day.
Table 2
The hierarchical linear model
Terms | Estimates | Confidence-intervals |
Intercept | 42.85*, p < 0.001 | 39.05 to 45.65 |
Slope | -0.72*, p < 0.001 | -1.00 to -0.44 |
Npatients Npaired−measurements | 30 21208 | R2 = 0.76 |
In the last step of the statistical analysis, three bootstrapped linear models estimated the effect of time on N_Index for each study group; the results are presented in Fig. 4. All three model’s intercepts and slopes had p-values < 0.01. Table 3 summarises the corresponding linear equations. The slope of desflurane − 0.4 x hours is almost half of isoflurane (− 0.9 x hours) and sevoflurane (− 0.8 x hours). The N_Index downdrift in the desflurane group appears less pronounced than in patients receiving isoflurane or sevoflurane.
Table 3
Statistical output of the bootstrapped linear regressions per subgroup
Subgroup | Easy formula | Intercept | Sedation hours | P-value |
Isoflurane | 43–0.9 x hours | 42.82 ± 2.28 | − 0.92 ± 0.21 | < 0.01 |
Sevoflurane | 43–0.8 x hours | 45.19 ± 1.96 | − 0.82 ± 0.19 | < 0.01 |
Desflurane | 43–0.4 x hours | 43.18 ± 1.51 | − 0.42 ± 0.13 | < 0.01 |