Purpose/Significance The paper discusses the application of artificial intelligence technology to the key entity recognition ofunstructured text data in the electronic medical records of lymphedema patients.Method/Process It expounds the solution of model fine-tuning training under the background of sample scarcity,a total of 594 patients admitted to the department of lymphatic surgery of Beijing Shijitan Hospital,Capital Medical University are selected as the research objects.The prediction layer of the GlobalPointer model is fine-tuned according to 15 key entity categories labeled by clinicians,nested and non-nested key entities are identified with its glob-al pointer.The accuracy of the experimental results and the feasibility of clinical application are analyzed.Result/Conclusion After fine-tuning,the average accuracy rate,recall rate and Macro_F1 ofthe model are 0.795,0.641 and 0.697,respectively,which lay a foundation for accurate mining of lymphedema EMR data.

  Objective  To investigate the occurrence of chronic postsurgical pain (CPSP) among patients with preoperative COVID-19, and further analyze the risk factors for CPSP.  Methods  This study was a ambispective cohort study, with subjects from a completed cohort study with follow-up. We included the clinical data of the patients with preoperative COVID-19 who underwent surgery at Peking Union Medical College Hospital from December 1, 2022 to February 28, 2023. Follow-up was conducted up to 6 months postoperatively, with the primary outcome being CPSP. Multivariate Logistic regression analysis was used to analyze the correlation between COVID-19-related exposure indicators and CPSP.  Results  A total of 4117 surgical patients were included, all of whom had preoperative COVID-19. Among them, 4002 cases had mild symptoms during the acute phase, 62 cases had severe symptoms, and 53 cases were critically ill. At 6th month postoperatively, 1298 cases (31.53%) had long COVID-19 syndrome, and the incidence of CPSP was 5.59% (95% CI: 4.88%-6.28%). After adjusting for confounding factors including age, gender, comorbidities, anesthesia method, and type of surgery, multivariate Logistic regression analysis revealed that critically ill COVID-19 during the acute phase (aOR=3.35, 95% CI: 1.48-7.62, P < 0.001) and presence of long COVID-19 syndrome postoperatively (aOR=2.50, 95% CI: 1.90-3.29, P < 0.001) were associated with CPSP.  Conclusions  It is clear for the first time that critically ill COVID-19 during the acute phase and the presence of long COVID-19 syndrome postoperatively are the risk factors for CPSP among patients with preoperative COVID-19.

OBJECTIVE To investigate the effects of astaxanthin on oxidative stress and inflammatory reaction in rats with traumatic brain injury （TBI）. METHODS Male SD rats were randomly divided into sham operation group， model group， astaxanthin low-dose group （20 mg/kg）， astaxanthin high-dose group （40 mg/kg）， astaxanthin+ML385 group [astaxanthin 40 mg/kg+ nuclear factor-erythroid 2-related factor 2 （Nrf2） inhibitor ML385 30 mg/kg]， with 14 rats in each group. Except for the sham operation group， TBI model was induced by the modified Feeney free-fall impact method in other groups. The rats in each drug group were given the corresponding drug intragastrically or intraperitoneally， and the rats in the sham operation group and model group were intragastrically given a constant volume of normal saline. The neurological function of rats in each group was scored on the 1st， 3rd and 7th day after drug intervention； on the 7th day of drug intervention， the changes of cerebral histomorphology and inflammatory infiltration score were observed in each group， and the ultrastructure of nerve cells in brain tissue was also observed. The contents of oxidative stress indexes [superoxide dismutase （SOD）， catalase （CAT）， glutathione peroxidase （GSH-Px）， malondialdehyde （MDA）， nitric oxide （NO）] and inflammatory reaction indexes [tumor necrosis factor-α， interleukin-1β （IL-1β）， IL-6， inducible nitric oxide synthase] as well as protein and mRNA expressions of Nrf2， heme oxygenase-1 （HO-1） and NAD（P）H： quinone oxidoreductase 1 （NQO1） were detected in cerebral tissue. RESULTS Compared with the sham operation group， the brain edema of rats in the model group was obvious， accompanied by a large number of inflammatory cells infiltrated， the shape of organelles was damaged and their number was reduced， and the ultrastructure of nerve cells was seriously damaged. The neurological function score， the contents of SOD， CAT， GSH-Px and NO and the relative expression levels of Nrf2， HO-1 and NQO1 protein and mRNA in brain tissue were significantly decreased， while the inflammatory infiltration scores， the contents of MDA and inflammatory reaction indexes were significantly increased （P＜0.05）. Compared with the model group， low-dose and high-dose astaxanthin could significantly improve the pathological status of brain tissue and nerve cells and neurological function scores （except for the first day of drug intervention in the astaxanthin low-dose group）， increase the contents of SOD， CAT， GSH-Px and NO and the relative expression levels of Nrf2， HO-1， NQO1 protein and mRNA in brain tissue in a dose-dependent manner， and reduce inflammatory infiltration scores， the contents of MDA and inflammatory reaction indexes （P＜0.05）. ML385 could significantly inhibit the above effects of astaxanthin （P＜0.05）. CONCLUSIONS Astaxanthin may reduce the oxidative stress of TBI model rats， alleviate the neurological damage and reduce the level of inflammation reaction by activating the Nrf2/HO-1 signaling pathway.

ObjectiveTo explore the activating effects of ten important effective components in seven medicinal and edible substances on human pregnane X receptor （PXR）， including Glycyrrhizae Radix et Rhizoma （liquiritin and glycyrrhizic acid）， Houttuyniae Herba （quercetin and houttuyfonate）， Prunellae Spica （rosmarinic acid）， Cassiae Semen （aurantio-obtusin）， Poria （pachymic acid）， Lilii Bulbus （Lilium brownii saponin and colchicine）， and Lycii Fructus （Lycium barbarum polysaccharide） and screen potentially toxic components. MethodCell counting kit-8 （CCK-8） assay was used to investigate the cytotoxic effect of liquiritin， glycyrrhizic acid， quercetin， houttuyfonate， rosmarinic acid， pachymic acid， aurantio-obtusin， and colchicine （10， 20， and 50 μmol·L^-1）， and L. brownii saponin and L. barbarum polysaccharide （10， 20， and 50 mg·L^-1） on normal human hepatocyte cell line （L02）. The release of lactate dehydrogenase （LDH） in L02 cells after drug treatments was detected by the biochemical analyzer. The apoptosis induced by ten effective components was explored by Hoechst 33342 staining. The secreted luciferase reporter system was used to co-transfect the PXR expression vector and reporter gene vector containing cytochrome P450 3A4 （CYP3A4） transcriptional regulatory region into L02 cells， with 10 μmol·L^-1 rifampicin （RIF） as a positive control. After treated with liquiritin， glycyrrhizic acid， quercetin， houttuyfonate， rosmarinic acid， aurantio-obtusin， pachymic acid， and colchicine （5， 10， and 20 μmol·L^-1） and L. brownii saponin and L. barbarum polysaccharide （5， 10， and 20 mg·L^-1） for 24 h， the cells were tested for secreted luciferase activity. ResultCompared with the control group， colchicine， L. brownii saponin， and quercetin decreased the cell viability （P<0.05， P<0.01）. Compared with the control group， quercetin， rosmarinic acid， glycyrrhizic acid， colchicine， aurantio-obtusin， and pachymic acid increased the release rate of LDH in L02 cells （P<0.05， P<0.01）. The proportion of hyperchromatic nuclei increased gradually after rosmarinic acid， liquiritin， and L. barbarum polysaccharide treatments as compared with the control group （P<0.05， P<0.01）. In terms of co-transfection of pcDNA3.1-PXR and pGLuc-CYP3A4 into L02 cells， compared with the control group， aurantio-obtusin and pachymic acid showed activating effects on PXR （P<0.05）， whereas liquiritin and glycyrrhizic acid showed inhibitory effects （P<0.05）. ConclusionThe findings suggest that when medicinal and edible substances are taken for a long time， attention should be paid to their influence on drug-metabolizing enzymes and possible interactions， so as to improve their safety.

Objective To investigate the anesthesia residents' proficiency in the epidural puncture and training needs using questionnaire survey in China.Methods A questionnaire designed by ourselves was sent to anesthesia residents via the WeChat platform within 1 month.The data were recorded by the system automatically.Results A total of 795 anesthesia residents involved in the investigation,and the number of valid questionnaires was 753 (94.7％).There were 233 (30.9％) junior residents (0-2 yr of training),279 (37.1％) semi-senior residents (3-5 yr of training),and 241 (32.0％) senior residents (＞5yr of training).Compared with junior group,the difficulty score for epidural puncture was significantly decreased,and the confidence scores for performing normal middle lumbar,difficult lumbar,lateral lumbar and thoracic epidural puncture were increased in semi-senior and senior groups (P＜0.05).Compared with semi-senior group,the difficulty score for epidural puncture was significantly decreased,and the confidence scores for performing normal middle lumbar,difficult lumbar,lateral lumbar and thoracic epidural puncture were increased in senior group (P＜0.05).The self-evaluated difficulty of epidural puncture was lower as the number of prior epidural cases was more (r=-0.719,P＜0.01).There were 46.6％ of the residents who had received simulation-based training before performing epidural puncture on the patient,among which most residents considered the simulation-based training is effective in helping to familiarize with procedure (77.2％),familiarize with anatomy (70.4％),simulate the texture of different layers (47.9％),and enhance success rate of epidural puncture (56.7％).There were 75.0％ residents who considered visualization technology is helpful in enhancing the success rate and confidence of epidural puncture.Conclusion Currently,the proficiency of junior anesthesia residents in epidural puncture needs to be strengthened.The simulation-based training has not been widely applied in the epidural training,while residents think high of simulation-based training and are looking forward to visualization technique training.

The inhibitory effect of NACOS on dyslipidemia and potential molecular mechanisms by in vitro and in vivo experiments were investigated. For in vitro study, four experimental groups were designed by using HepG2 cells, including the control group, palmitic acid (PA) treatment alone group, NACOS treatment alone group and NACOS + PA treatment group. For in vivo study, male C57BL/6 mice were divided into four groups (n=5) at random including the normal control group (NCD), high fat diet (HFD) group, NACOS treatment alone group, NACOS+HFD group, which were treated for 20 weeks. The used methods in this study were as follows: the observation of lipid droplet deposition in HepG2 cells by oil red O staining, the detection of mRNA levels of lipid metabolism-related regulators and inflammatory cytokine by RT-PCR method, the monitoring of MAPKs and PI3K/Akt pathway activation by Western blotting method. The in vitro study shows that, NACOS had no toxicity on the viability of HepG2 cells at 25-100 μg/mL and significantly reduced the deposition of lipid droplet. Also, based on both in vitro and in vivo investigation, NACOS evidently down-regulated the expression of lipid metabolism-related regulators (PGC1α, Cox5b, Mcad) and inflammatory cytokine (IL-1β) at mRNA level (P<0.05 or 0.01), and suppressed the activation of p38, ERK1/2 and Akt in HepG2 cells and lever tissues from HFD-fed mice (P<0.05 or 0.01). Based on the above, NACOS may inhibit the oxidation of liver mitochondrial fatty acid and the lipid biosynthesis, block the inflammatory responses and prevent the HepG2 cells and C57BL/6 mice from lipidemia.

Objective To evaluate the effect of dexmedetomidine on the tolerance to endotracheal tube, on agitation and other complications of patients undergoing transnasal transsphenoidal pituitary tumor resection.Methods One hundred and twenty-four patients aged 18-65 years, ASA physical status Ⅰ or Ⅱ) were randomly assigned to dexmedetomidine group (group D, n=60) and control group (group C, n=62).Group D were given intravenous infusion of dexmedetomidine during the operation and group C with saline.The extubation time, observation time in the post-anesthesia care unit (PACU), the incidence of emergence agitation, cough, postoperative sore throat and hoarseness were analyzed.Results The extubation time [(29.7±11.5) min vs (22.2±8.5) min] and the length of stay in PACU [(41.5±11.8) min vs (35.3±10.0) min] were significantly longer in group D than those in group C (P<0.05).There was no significant difference of the incidence of emergence agitation (26.3% vs 32.3%), cough (49.1% vs 53.2%), postoperative sore throat (14.0% vs 24.2%) and hoarseness (10.5% vs 19.4%) between two groups.Conclusion Intraoperative intravenous administration of dexmedetomidine can prolong the extubation time and the length of stay in PACU.The incidence of agitation, cough, postoperative sore throat and hoarseness was not affected by dexmedetomidine.

Objective To investigate the effects of forced-air prewarming combined with fluid warming on body temperature and thermal comfort in patients undergoing lobectomy.Methods Forty six patients scheduled for video-assisted thoracoscopic surgery (VATS) of lobectomy were randomized into two groups (n=23 each):warming group (group T) and the control group (group C).Forced-air prewarming combined with infusion heating was applied in the warming group,while only conventional passive warming was used in control group.The tympanic membrane temperatures were recorded before prewarming,after prewarming, during the anesthesia, the end of operation, the moment in and out of the postanesthesia care unit (PACU).Incidence of postoperative shivering, thermal comfort and the time in the PACU were recorded.Results The warming group had a slower temperature decrease at 1,2, 3 hours after operation and end of operation(P< 0.01), warming group had significantly lower incidence of hypothermia and shivering than control group(8.7% vs 56.5%, 4.3% vs 34.8%,P<0.05),and the thermalcomfort score was higher in warming group than in control group(8.52±0.94 vs 7.65±0.83,P<0.05).Conclusions Forced-air prewarming combined with fluid warming has significant clinical effects to stabilize patients` body temperature during operations,to reduce the incidence of hypothermia and shivering and to improve the thermal comfort, which provides a simple and effective temperature protection strategy for patients undergoing lobectomy.

Objective To investigate the current situation of perioperative pain treatment and management using questionnaire survey.Methods A questionnaire was designed by ourselves and sent to anesthesiologists in each hospital all over China via the WeChat platform within 1 month.The system automatically recorded the situation of questionnaires.Results A total of 8 447 anesthesiologists involved in the investigation,the number of valid questionnaires retrieved was 6 778,anesthesiologists in the survey came from 847 hospitals in China,distributing across China 31 provinces and cities,and there were 526 tertiary hospitals (62.1％) and 321 hospitals under tertiary grade (37.9％).Among the medication for perioperative analgesia (not including medication for anesthesia),the following analgesics (applied alone or in combination) were used by anesthesiologists,and the application rate was as follows:opioids 79.74％,nonsteroidal anti-inflammatory drugs 53.78％,paracetamol 25.76％,local analgesics for analgesia (for nerve blockade) 25.44％,other drugs (such as ketamine,gabapentin) 12.39％;combination of two or more drugs 63.65％.Six hundred forty-nine hospitals (76.6％) carried out therapy with analgesic pump after operation,and the constituent ratio of hospitals using patient-controlled analgesia (PCA) pump was 43.8％.Four hundred seventy-five hospitals (56.1％) established Acute Pain Service (APS),the organizing rate of APS was significantly higher in tertiary hospitals than in hospitals under tertiary grade (P＜ 0.01),and the majority of APS personnel was anesthesiologists (72.4％).Conclusion Multimodal analgesia and PCA technique are not widely adopted and the requirement for non-steroidal anti-inflammatory drugs and nerve blockade is lower in perioperative pain treatment in China;analgesic pump is widely used after operation,but the application rate of PCA technique is not high;APS establishment is relatively weak in pain management and anesthesiologists play a leading role in APS.

Objective To identify the risk factors for the development of intraoperative hypothermia in the patients undergoing thoracic surgery.Methods One hundred twenty patients of both sexes,aged 23-83 yr,weighing 43-92 kg,of ASA physical status Ⅰ or Ⅱ,scheduled for elective thoracic surgery,who had an expected surgical duration of more than 2 h,with the core body temperature of 36.0-37.5 ℃,were included.After admission to the operating room,the core body temperature was measured.Intraoperative nasopharyngeal temperature of lower than 36 ℃ was defined as hypothermia.The patients were randomly divided into hypothermia group or non-hypothermia group according to whether or not intraoperative hypothermia occurred.Factors including the patient characteristics,the total amount of fluid infused (including the volume of blood transfused),duration and way of anesthesia and duration and type of surgery were recorded.The risk factors associated with intraoperative hypothermia were identified by logistic regression analysis.Results A total of 94 patients developed hypothermia during surgery,and the incidence of hypothermia was 78.3％.The lowest body temperature was 33.6 ℃.There was significant difference between the two groups in age,duration of surgery,the total amount of fluid infused,and the body temperature when patients were admitted to the operating room.Logistic regression analysis revealed that the total amount of fluid infused＞2 000 ml (OR =3.499) and low body temperature when patients were admitted to the operating room (OR =0.074) were independent risk factors for intraoperative hypothermia in the patients undergoing thoracic surgery.Conclusion The total amount of intravenous fluid infused＞2 000 ml and low body temperature when patients were admitted to the operating room are independent risk factors in the patients undergoing thoracic surgery.