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1.
J Clin Monit Comput ; 37(2): 481-491, 2023 04.
Article in English | MEDLINE | ID: mdl-35976578

ABSTRACT

The Nociception Level index (NOL™) is a multiparameter index, based on artificial intelligence for the monitoring of nociception during anesthesia. We studied the influence of NOL-guided analgesia on postoperative pain scores in patients undergoing major abdominal surgery during sevoflurane/fentanyl anesthesia. This study was designed as a single-center, prospective randomized, controlled study. After Institutional Review Board approval and written informed consent, 75 ASA 1-3 adult patients undergoing major abdominal surgery, were randomized to NOL-guided fentanyl dosing (NOL) or standard care (SOC) and completed the study. The sevoflurane target MAC range was 0.8-1.2. In the NOL-guided group (N = 36), when NOL values were > 25 for at least 1 min, a weight adjusted fentanyl bolus was administered. In the control group (N = 39) fentanyl administration was based on hemodynamic indices and clinician judgement. After surgery, pain, was evaluated using the Numerical Rating Scale (NRS) pain scale, ranging from 0 to 10, at 15 min intervals for 180 min or until patient discharge from the PACU. Median postoperative pain scores reported were 3.0 [interquartile range 0.0-5.0] and 5.0 [3.0-6.0] at 90 min in NOL-guided and control groups respectively (Bootstrap corrected actual difference 1.5, 95% confidence interval 0.4-2.6). There was no difference in postoperative morphine consumption or intraoperative fentanyl consumption. Postoperative pain scores were significantly improved in nociception level index-guided patients. We attribute this to more objective fentanyl dosing when timed to actual nociceptive stimuli during anesthesia, contributing to lower levels of sympathetic activation and surgical stress. Clinicaltrials.gov identifier: NCT03970291 date of registration May 31, 2019.


Subject(s)
Analgesia , Nociception , Adult , Humans , Sevoflurane , Artificial Intelligence , Prospective Studies , Fentanyl/therapeutic use , Pain, Postoperative/drug therapy , Analgesics, Opioid
2.
Front Pain Res (Lausanne) ; 3: 1086862, 2022.
Article in English | MEDLINE | ID: mdl-36700141

ABSTRACT

In this pooled analysis of two randomized clinical trials, intraoperative opioid dosing based on the nociception level-index produced less pain compared to standard care with a difference in pain scores in the post-anesthesia care unit of 1.5 (95% CI 0.8-2.2) points on an 11-point scale. The proportion of patients with severe pain was lower by 70%. Severe postoperative pain remains a significant problem and associates with several adverse outcomes. Here, we determined whether the application of a monitor that detects intraoperative nociceptive events, based on machine learning technology, and treatment of such events reduces pain scores in the post-anesthesia care unit (PACU). To that end, we performed a pooled analysis of two trials in adult patients, undergoing elective major abdominal surgery, on the effect of intraoperative nociception level monitor (NOL)-guided fentanyl dosing on PACU pain was performed. Patients received NOL-guided fentanyl dosing or standard care (fentanyl dosing based on hemodynamic parameters). Goal of the intervention was to keep NOL at values that indicated absence of nociception. The primary endpoint of the study was the median pain score obtained in the first 90 min in the PACU. Pain scores were collected at 15 min intervals on an 11-point Likert scale. Data from 125 patients (55 men, 70 women, age range 21-86 years) were analyzed. Sixty-one patients received NOL-guided fentanyl dosing and 64 standard care. Median PACU pain score was 1.5 points (0.8-2.2) lower in the NOL group compared to the standard care; the proportion of patients with severe pain was 70% lower in the NOL group (p = 0.045). The only significant factor associated with increased odds for severe pain was the standard of care compared to NOL treatment (OR 6.0, 95% CI 1.4 -25.9, p = 0.017). The use of a machine learning-based technology to guide opioid dosing during major abdominal surgery resulted in reduced PACU pain scores with less patients in severe pain.

3.
Acta Anaesthesiol Scand ; 62(10): 1460-1465, 2018 11.
Article in English | MEDLINE | ID: mdl-29971770

ABSTRACT

BACKGROUND: Accidental dural puncture frequency among pregnant women is about 1.5%, while approximately 60% of these women will suffer from post-dural puncture headache (PDPH) that may be debilitating. METHODS: Following IRB approval, we conducted a national survey of the lead anesthesiologist in 23 labor and delivery rooms in Israel. Each survey inquired about medical center annual delivery volume, training program for residents, accidental dural puncture management, processing of information, and PDPH management strategies. RESULTS: Data were collected from all 23 surveyed hospitals. As for methods for PDPH prevention, in most hospitals (87%) a prophylactic epidural blood patch (EBP) is not considered. Injection of epidural normal saline after delivery as a preventive measure is never considered in most (78.3%) hospitals, while four (17.4%) hospitals reported of constitutive use of this technique and one hospital only occasionally. Duration of conservative treatment was 24-48 hours in 95.7% of PDPH cases. CONCLUSION: In this survey, different aspects of treatment and PDPH management were examined. EBP is considered the gold standard in treating PDPH, although prophylactic blood patch is ineffective. We observed a tendency of very low performance of both prophylactic EBP and epidural normal saline administration after delivery in most centers. Most hospitals perform EBP after 24-48 hours of conservative treatment, along with published recommendations that show increased EBP efficiency with this timeframe. In light of the survey information, we aim to reach a uniform literature-based management strategy across Israeli hospitals.


Subject(s)
Anesthesia, Epidural/adverse effects , Anesthesia, Obstetrical/adverse effects , Post-Dural Puncture Headache/therapy , Adult , Blood Patch, Epidural , Female , Humans , Peripartum Period , Post-Dural Puncture Headache/prevention & control , Pregnancy
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