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Background@#Few studies have evaluated the use of automated artificial intelligence (AI)-based pain recognition in postoperative settings or the correlation with pain intensity. In this study, various machine learning (ML)-based models using facial expressions, the analgesia nociception index (ANI), and vital signs were developed to predict postoperative pain intensity, and their performances for predicting severe postoperative pain were compared. @*Methods@#In total, 155 facial expressions from patients who underwent gastrectomy were recorded postoperatively; one blinded anesthesiologist simultaneously recorded the ANI score, vital signs, and patient self-assessed pain intensity based on the 11-point numerical rating scale (NRS). The ML models’ area under the receiver operating characteristic curves (AUROCs) were calculated and compared using DeLong’s test. @*Results@#ML models were constructed using facial expressions, ANI, vital signs, and different combinations of the three datasets. The ML model constructed using facial expressions best predicted an NRS ≥ 7 (AUROC 0.93) followed by the ML model combining facial expressions and vital signs (AUROC 0.84) in the test-set. ML models constructed using combined physiological signals (vital signs, ANI) performed better than models based on individual parameters for predicting NRS ≥ 7, although the AUROCs were inferior to those of the ML model based on facial expressions (all P < 0.050). Among these parameters, absolute and relative ANI had the worst AUROCs (0.69 and 0.68, respectively) for predicting NRS ≥ 7. @*Conclusions@#The ML model constructed using facial expressions best predicted severe postoperative pain (NRS ≥ 7) and outperformed models constructed from physiological signals.
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Background@#The anti-oxidative, anti-inflammatory, and anti-apoptotic effects of erythropoietin may provide neuroprotective effects. Erythropoietin also modulates autophagy signaling that may play a role in anesthesia-induced neurotoxicity (AIN). Herein, we investigated whether AIN can be attenuated by the neuroprotective effect of erythropoietin in the Caenorhabditis elegans (C. elegans). @*Methods@#Synchronized worms were divided into the control, Iso, EPO, and EPO-Iso groups. The chemotaxis index (CI) was evaluated when they reached the young adult stage. The lgg-1::GFP-positive puncta per seam cell were used to determine the autophagic events. The erythropoietin-mediated pathway of autophagy was determined by measuring the genetic expression level of let-363, bec-1, atg-7, atg-5, and lgg-3. @*Results@#Increased lgg-1::GFP puncta were observed in the Iso, EPO, and EPO-Iso groups. In the Iso group, only the let-363 level decreased significantly as compared to that in the control group (P = 0.009). bec-1 (P < 0.001), atg-5 (P = 0.012), and lgg-3 (P < 0.001) were expressed significantly more in the EPO-Iso group than in the Iso groups. Repeated isoflurane exposure during development decreased the CI. Erythropoietin could restore the decreased CI by isoflurane significantly in the EPO-Iso group. @*Conclusions@#Erythropoietin showed neuroprotective effects against AIN and modulated the autophagic pathway in C. elegans. This experimental evidence of erythropoietin-related neuroprotection against AIN may be correlated with the induced autophagic degradation process that was sufficient for handling enhanced autophagy induction in erythropoietin-treated worms.
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Background@#Tranexamic acid (TXA) is the most widely used hemostatic agent in surgical patients. However, when used in a high dose, it could cause a seizure in the postoperative period. The exact effector mechanism behind the seizure triggering remains unknown. Therefore, the authors investigated the effects of TXA on the activity of glutamate transporter type 3 (excitatory amino acid transporter 3; EAAT3), which is the main neuronal glutamate transporter type. @*Methods@#EAAT3 was expressed in Xenopus laevis oocytes through mRNA injection. Oocytes were incubated with diluted tranexamic acid for 72 h. Two-electrode voltage clamping was used to measure membrane currents before, during, and after applying 30 M L-glutamate. Responses were quantified by integrating the current traces and reported in microcoulombs (C). Results were presented as mean SEM. @*Results@#TXA (30 to 1,000 M) significantly decreased EAAT3 activity. Our kinetic study showed that Vmax was significantly decreased in the TXA group compared with the control group (1.1 0.1 vs. 1.4 0.1 C, n = 18–23, P = 0.043), but the Km did not significantly change (12.7 3.9 M for TXA vs. 12.8 3.8 for control, n = 18–23, P = 0.986). @*Conclusions@#Our results suggest that TXA attenuates EAAT3 activity, which may explain its proconvulsant effect.
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Objectives@#: Tianeptine is an antidepressant that has drawn attention recently. Unlike traditional monoaminergic antidepressants, tianeptine is known to affect glutamate neurotransmission like ketamine. However, there has been paucity of studies investigating the role of tianeptine on glutamate transporters, especially excitatory amino acid transporter type 3 (EAAT3). @*Methods@#: After expression of EAAT3 by intracellular injection of EAAT3 mRNA, we investigated the effect of tianeptine on the activity of EAAT3, by measuring membrane current in response to L-glutamate administration using Xenopus oocyte expression system and two-electrode voltage clamps.. @*Results@#: Tianeptine (1mM for 72h) significantly reduced Vmax (6.9±0.6 vs. 4.8±0.3mC, n=14-22, p<0.05) without changing Km (27.0±7.6 vs. 23.3±4.9mM, n=14-22, p=0.72). @*Conclusion@#: When tianeptine was exposed for 72h, it decreased the activity of EAAT3 in a concentration-dependent manner (1-100mM). Our results suggest that tianeptine decreases EAAT3 activity by reducing the available number or turnover rate of EAAT3.
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PURPOSE: Surgery is the primary curative treatment for colorectal cancer; however, it remains a frightening procedure that can cause stress and pain in affected patients. Therefore, patients typically experience significant anxiety during the preoperative period, which has been associated with poorer outcome after surgery. This study aimed to evaluate the effect of an Internet-based informational video on preoperative anxiety level in patients with colorectal cancer.
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Humains , Anxiété , Troubles de la cognition , Tumeurs colorectales , Dépression , Internet , Étude d'observation , , Complications postopératoires , Période préopératoire , Études prospectives , Médias sociauxRésumé
BACKGROUND: Anesthetic agents used for general anesthesia are emerging possible influential factors for surgical site infection (SSI). In this retrospective study, we evaluated the incidence of SSI after colorectal surgery according to the main anesthetic agents: volatile anesthetics vs. propofol. METHODS: A total 1,934 adult patients, who underwent elective colorectal surgery under general anesthesia between January 2011 and December 2013, were surveyed to evaluate the incidence of SSI: 1,519 using volatile anesthetics and 415 using propofol for main anesthetic agents. Patient, surgery, and anesthesia-related factors were investigated from all patients. Propensity-score matching was performed to reduce the risk of confounding and produced 390 patients in each group. RESULTS: Within the propensity-score matched groups, the incidence of SSI was higher in the volatile group compared with the propofol group (10 [2.6%] vs. 2 [0.5%], OR = 5.0 [95% CI = 1.1-2.8]). C-reactive protein was higher in the volatile group than in the propofol group (8.4 ± 5.6 vs. 7.1 ± 5.3 mg/dl, P = 0.001), and postoperative white blood cells count was higher in the volatile group than in the propofol group (9.2 ± 3.2 × 10³/µl vs. 8.6 ± 3.4 × 10³/µl, P = 0.041). CONCLUSIONS: The results of this study suggest that intravenous anesthesia may have beneficial effects for reducing SSI in colorectal surgery compared to volatile anesthesia.
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Adulte , Humains , Anesthésie , Anesthésie générale , Anesthésie par inhalation , Anesthésie intraveineuse , Anesthésiques , Protéine C-réactive , Chirurgie colorectale , Incidence , Leucocytes , Propofol , Plan de recherche , Études rétrospectives , Infection de plaie opératoireRésumé
BACKGROUND: Using rotational thromboelastometry (ROTEM) analysis, we investigated the difference in blood hemostasis, based on the primary anesthetic agents used during general anesthesia. METHODS: Sixty-six adult patients scheduled for elective ophthalmic surgery under general anesthesia were evaluated with regard to changes in each parameter in INTEM, EXTEM, and FIBTEM analyses. The patients received intravenous anesthesia with propofol and remifentanil (TIVA group) or inhalation anesthesia with sevoflurane (SEVO group). The ROTEM tests were performed 10 min before starting anesthesia and 1 h after finishing anesthesia. The INTEM and EXTEM analyses included the clotting time (CT), clot firmness time (CFT), alpha angle (alpha), and maximum clot firmness (MCF). The FIBTEM analyzed only MCF. Maximum clot elasticity (MCE) was calculated by (MCF x 100) / (100 - MCF). The platelet component of clot strength was calculated as follows: MCE(platelet) = MCE(EXTEM) - MCE(FIBTEM). RESULTS: The preoperative and postoperative parameters (CT, CFT, alpha, and MCF) in the INTEM, EXTEM, and FIBTEM analyses were not significantly different between the two groups. The MCE(platelet) also did not show a significant difference. CONCLUSIONS: Presuming that the ophthalmic surgery had a minimal traumatic effect, we conclude that both anesthetic agents cause negligible changes in ROTEM analyses postoperatively.
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Adulte , Humains , Anesthésie , Anesthésie générale , Anesthésie par inhalation , Anesthésie intraveineuse , Anesthésiques , Plaquettes , Élasticité , Hémostase , Propofol , ThromboélastographieRésumé
BACKGROUND: Despite the great potential of human embryonic stem cell (hESC)-derived cardiac progenitor cells (CPCs) in the cardiac cell transplantation, the low graft survival still remains as one of the main obstacles in the way to its clinical application. We investigated whether pre-treatment with isoflurane can decrease apoptosis of hESC-derived CPCs under oxidative stress. METHODS: Undifferentiated hESCs were differentiated in suspension media with 20% fetal bovine serum (FBS) and 20 ng/ml of bone morphogenetic protein (BMP)-4 through embryoid bodies and grown onto Matrigel-coated plates for 2 or 3 weeks. To identify the differentiated CPCs, immunostaining for nonspecific transcriptional marker (Nkx2.5) was performed. The CPCs were exposed to oxidative stress induced by Fenton reaction with H2O2 and FeSO4. For anesthetic preconditioning, CPCs were exposed to isoflurane (5 vol%) in an isolated chamber. Apoptosis of CPCs was determined by TUNEL staining and detection of activated caspase-3 cell. RESULTS: hESC-derived CPCs stained with Nkx2.5 were 95 +/- 3% of total cell number. Concentration of isoflurane in the media was 1.1 mM (2.2 MAC). Pretreatment of CPCs with isoflurane showed a significantly lower TUNEL (+) ratio as well as activated caspase-3 cell number compared to control. CONCLUSIONS: Isoflurane decreased hESC-derived Nkx2.5+ CPCs apoptosis induced by oxidative stress. This result suggests that anti-apoptotic effect may play a role in the protective effect of isoflurane.
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Humains , Apoptose , Protéines morphogénétiques osseuses , Caspase-3 , Numération cellulaire , Transplantation cellulaire , Corps embryoïdes , Cellules souches embryonnaires , Survie du greffon , Méthode TUNEL , Isoflurane , Stress oxydatif , Cellules souches , TransplantsRésumé
BACKGROUND: The present study tested the effect of midazolam administration after sevoflurane anesthesia against emergence agitation in children in the recovery phase. METHODS: A total of 60 children presenting for ophthalmic surgery under sevoflurane anesthesia were randomly placed in four groups from Group I to Group IV. Before the end of the surgery, we injected normal saline 2 ml in Group I and Group IV. We administered a 2-ml mixture of midazolam 0.025 mg/kg and midazolam 0.050 mg/kg to Group II and Group III respectively. Among the patients with agitation scores 4 or 5 in the peostanesthesia care unit (PACU), Group IV patients were intravenously given a 1-ml mixture of midazolam 0.025 mg/kg and normal saline up to 3 times. Agitation parameters, anesthesia recovery times, and the total administration amounts of midazolam were measured. RESULTS: Extubation time was significantly longer and maximum agitation scores higher in Group III than in Group I. The rate of the length of the period when the agitation score was 4 or 5 out of the length of stay in the PACU was significantly lower in Group II, Group III, and Group IV than in Group I. The length of stay in the PACU was significantly longer in Group III, and Group IV than in Group I. CONCLUSIONS: For pediatric patients under sevoflurane anesthesia, postoperative midazolam administration slightly prolonged the length of stay in the PACU. But it effectively reduced emergence agitation without any side effects.
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Enfant , Humains , Anesthésie , Dihydroergotamine , Durée du séjour , Éthers méthyliques , Midazolam , StrabismeRésumé
BACKGROUND: The addition of remifentanil during propofol TCI (target controlled infusion) attenuates the hemodynamic changes induced by endotracheal intubation. This study examined the optimal effect-site concentration of remifentanil to minimize the cardiovascular changes to endotracheal intubation in elderly patients. METHODS: Fifty ASA 1 or 2 elderly patients scheduled for elective surgery under general anesthesia were assigned randomly to one of two groups according to the effect-site concentration of remifentanil. Each group was administered 4 microgram/ml of propofol TCI with 1 ng/ml (group R1) or 3 ng/ml (group R3) of remifentanil. The heart rate (HR), systolic (SAP), mean (MAP) and diastolic arterial pressure (DAP) were measured at pre-induction, before and after endotracheal intubation. RESULTS: After intubation, the HR, SAP, MAP and DAP increased significantly in the two groups compared with the pre-intubation values. However, the HR, SAP, MAP and DAP for group R3 were lower than group R1 for 5 min after intubation. CONCLUSIONS: In elderly patients administered 4 microg/ml of propofol TCI, we suggest that the optimal effect-site concentration of remifentanil to minimize the cardiovascular changes to endotracheal intubation is 3 ng/ml rather than 1 ng/ml.
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Sujet âgé , Humains , Anesthésie générale , Pression artérielle , Rythme cardiaque , Hémodynamique , Intubation , Intubation trachéale , Pipéridines , PropofolRésumé
Although amiodarone is a widely used and effective long-term antiarrhythmic drug, it is known to have life-threatening adverse effects, including acute hepatotoxicity. Although the occurrence of acute hepatotoxicity after amiodarone administration is rare, it can be fatal. However, this phenomenon has not been well studied. Here, we describe a 39 year old woman with atrial fibrillation and supraventricular tachycardia who developed acute toxic hepatitis within 8 days of amiodarone administration at the recommended dosage. The drug was withdrawn and the laboratory findings progressively returned to normal.
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Adulte , Femelle , Humains , Amiodarone , Troubles du rythme cardiaque , Fibrillation auriculaire , Lésions hépatiques dues aux substances , Tachycardie supraventriculaireRésumé
Abdominal compartment syndrome (ACS) is a life-threatening emergency requiring prompt treatment. In these cases, a patient cannot ventilate effectively and oliguria can occur because of the high intra-abdominal pressure (IAP). The mortality rate is very high. Treatment is abdominal decompression and secondary closure. There are very few reports of the anesthetic management of a patient with ACS. We report a 38-year-old male patient who was diagnosed with ACS at the operating room. The IAP was measured and emergency abdominal decompression and "Bogota bag" apply were performed. The respiratory and hemodynamic parameters improved after this treatment.