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 effectiveness and safety of the coaxial needle technique in percutaneous liver biopsy for patients with coagulation function abnormalities.Methods:Clinical data of 210 patients who underwent percutaneous liver biopsy using the coaxial needle technique under ultrasound guidance from December 2018 to May 2021 in 3 centers were collected. A retrospective analysis was conducted to compare the puncture success rate, number of samples obtained, pathology qualification rate, intraoperative and postoperative bleeding rates between the group with coagulation function abnormalities and the group with normal coagulation function.Results:After propensity score matching, there were 105 patients in each group, with a puncture success rate of 100% in both groups. The pathology qualification rate was 100% for all samples.Intraoperative bleeding occurred in 78 cases (74.3%, 78/105) in the coagulation function abnormalities group and in 64 cases (61.0%, 64/105) in the normal coagulation function group, with a statistically significant difference between the two groups ( P=0.006). Postoperative bleeding occurred in 3 cases (2.9%, 3/105) in the coagulation function abnormalities group and in 0 case in the normal coagulation function group, with no statistically significant difference between the two groups ( P=0.081). Conclusions:The use of the coaxial needle technique for percutaneous liver biopsy in patients with coagulation function abnormalities not only allows for obtaining an adequate tissue sample but also demonstrates good safety.

  Objective  This study aimed to investigate Chinese anesthesiologists' comprehension of palliative care and their experiences with palliative sedation for patients in the end-stage of life.  Methods  From October to December 2021, a national cross-sectional survey was conducted among anesthesiologists in China distributed by the Chinese Society of Anesthesiology, Chinese Medical Association with convenient sampling. The survey questionnaire encompassed general information, professional experience, familiarity with palliative care, emotional responses to end-stage cases, experience with sedation for critically ill or end-stage patients, and preferences for sedation medication.  Results  A total of 2536 anesthesiologists from 29 provinces in China completed valid questionnaires. Among them, 572 anesthesiologists(22.6%, 572/2536) reported familiarity with palliative medicine. Male anesthesiologists, as well as those with prior experience in caring for critically ill or end-stage patients, involved in pain management and practicing in hospitals with established institutional palliative care teams, demonstrated greater familiarity with palliative care concepts(all P<0.05). Over 40% of respondents felt powerless, helpless, and indecisive when confronted with end-stage patients. Anesthesiologists knowledgeable about palliative care exhibited greater confidence in managing critically ill or end-stage patients(9.8% vs. 4.4%, P=0.001). Among the anesthesiologists surveyed, 734 had administered sedation to end-stage patients, with 151 of them(20.6%, 151/734) inappropriately relying solely on opioids for sedation.  Conclusions  The understanding of palliative care and palliative sedation medication choice among anesthesiologists in China is still very limited. The establishment of palliative care teams, provision of education and training in palliative care, and enhancement of familiarity with palliative principles may bolster anesthesiologists' confidence when encountering critically ill or end-stage patients and subsequently enhance the quality of care for patients in the terminal stages of life.

Central post-stroke pain (CPSP), a neuropathic pain syndrome occurring after a cerebrovascular accident, is characterized by pain or paraesthesia in the part of the body dominated by the area of the brain where blood vessels are injured. CPSP patients are often accompanied by anxiety, depression and other emotional disorders, which have a serious negative impact on patients' quality of life. However, the pathogenesis of CPSP has not been fully elucidated, the clinical diagnosis rate is not high, and the commonly used treatment methods are not effective. This article reviews the clinical features, epidemiology, pathogenesis and treatment of CPSP in order to provide reference for the elucidation of CPSP mechanism and effective treatment.

  Objective  To explore the mechanism of Wnt5a on keratinocyte involved in the peripheral sensitization of complex regional pain syndrome type-Ⅰ (CRPS-Ⅰ) by regulating the expression of MMP9, and search for potential therapeutic strategies.  Methods  Cultured HaCaT cells were treated with oxygen glucose deprivation/re-oxygenation (OGD/R). The early stage of mitochondrial damage and membrane potential changes after OGD/R and the effects of Box5 (Wnt5a inhibitor) at different concentrations (20 μmol/L, 40 μmol/L) on MMP9 were explored. Adult male Sprague-Dawley rats were divided into Control group(n=8), CPIP group (n=8), Box5 (20) group (n=8) and Box5 (40) group (n=8). The rat chronic post-ischemia pain (CPIP) model was established to mimic the pathophysiological process of CRPS-Ⅰ. Box5 (20) group and Box5 (40) group were treated with intraplantar injection of 20 μmol/L and 40 μmol/L Box5 100 μL, respectively. The changes of mechanical withdrawal threshold and thermal withdrawal latency were measured within two weeks, and the skin inflammatory infiltration and keratosis were observed by HE staining. The expression of MMP9 was observed by immunofluorescence, and the levels of IL-1β and TNF-α in dorsal root ganglion of different groups were detected by ELISA.  Results  Vitro experiment: After OGD/R treatment, the mitochondrial atrophy was observed in OGD/R group under transmission electron microscope and the average fluorescence intensity of MMP9 was found to increase significantly (P<0.001). Compared with Control group, the mitochondrial membrane potential in OGD/R group decreased significantly by JC-1 detection (P=0.027). Compared with OGD/R group, only Box5 (40) group had a statistically significant increase in mitochondrial membrane potential (P=0.046). Animal experiment: Behavioral tests showed that the mechanical pain threshold and thermal pain threshold of CPIP group were significantly decreased at each time point (D1, D2, D4, D10, D14) (all P<0.05). HE staining indicated that there was a large-scale infiltration of inflammatory cell in the dermis and excessive keratosis in the epidermis, and the thickness of stratum granulosum and stratum spinosum increased significantly (P < 0.001). Immunofluorescence analysis showed that the expression of MMP9 in CPIP group was significantly increased (P<0.001). Compared with CPIP group, the fluorescence intensity of MMP9 in Box5 (20) group (P=0.002) and Box5 (40) group (P<0.001) were significantly decreased. ELISA results showed that the concentrations of IL-1β (P=0.048) and TNF-α (P=0.002) in CPIP group were significantly increased. Compared with CPIP group, the concentrations of IL-1β (P=0.047) and TNF-α (P=0.047) were significantly decreased in Box5 (40) group.  Conclusions  Peripheral ischemia reperfusion injury leads to overexpression of MMP9 on keratinocytes, resulting in CRPS-Ⅰ peripheral sensitization. Targeted inhibition of Wnt5a/MMP9 pathway can reverse pain behavior in rat model of CPIP, thus providing a strategy for clinical treatment of chronic pain.

  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 elucidate whether coffee consumption and caffeine intake was associated with various subtypes of pain based on extensive data from publicly accessible databases.  Methods  The information was extracted from three cycles of the American National Health and Nutrition Examination Survey (1999—2000, 2001—2002, 2003—2004), encompassing data on coffee consumption, pain information, and 11 covariates (including age, gender, race, etc.). Multinomial logistic regression in three models were utilized for analysis.  Results  A total of 13 428 participants were included in this study, with a mean age of (49.79±19.06)years and a male-to-female ratio of 0.9∶1. Daily coffee intake: non-drinker 7794(58.0%), > 0-2 cups 2077(15.5%), > 2 cups 3557(26.5%); daily caffeine intake: without intake 7794(58.0%), > 0-200 mg 3152(23.5%), > 200 mg 2482(18.5%); pain situation: no pain or pain duration < 24 h 10 202(76.0%), acute pain 910(6.8%), subacute pain 369(2.7%), chronic pain 1947(14.5%). After weighting, 13 428 participants were expected to represent 190 million(190 709 157) U.S. citizens aged ≥20 years, and the overall prevalence of acute, subacute, and chronic pain in the U.S. population during that period was estimated to be 8%, 3%, and 16%, respectively. Without adjusting for covariates, individuals who consumed more than 2 cups of coffee or 200 mg of caffeine per day exhibited an elevated risk of chronic pain compared to non-coffee/caffeine drinkers, with an odds ratio of 1.354(95% CI: 1.187-1.544) and 1.372(95% CI: 1.185-1.587), respectively. After adjusting for partial covariates including age, sex, and race, individuals who consumed more than 2 cups of coffee or more than 200 mg of caffeine per day still demonstrated an increased risk of chronic pain with an odds ratio of 1.243(95% CI: 1.083-1.427) and 1.249 (95% CI: 1.072-1.456), respectively. However, after all covariates were adjusted, there was no significant association between coffee/caffeine consumption and chronic pain. Furthermore, the number of cups of coffee consumed or caffeine intake showed no significant correlation with acute and subacute pain.  Conclusions  Compared with nondrinkers, heavy daily coffee drinkers may be more likely to have chronic pain, but it is affected by multiple factors. Basic research and prospective clinical studies are needed to further determine the causality in this association.

Pain is one of the most common symptoms in cancer patients. Apart from causing patients to suffer from unpleasant feelings and negative emotional experiences, uncontrolled pain may also influence patients' function and quality of life, and may be associated with poorer prognosis. Poor management of chronic cancer-related pain may be related to its complicated mechanisms, limitations of current clinical treatment and clinicians' and patients' insufficient understanding of the symptom. Therefore, this review summarizes the definitions, classifications, evaluation and treatment principles of chronic cancer-related pain, and emphasises the importance of multidisciplinary management and patient education in cancer pain management to provide clinicians with the overall idea of pain management in adult cancer patients.

Objective This study aims to investigate the current status of burnout among anesthesi-ology residents,and to explore its influencing factors and potential interventions.Methods A total of 2 651 practicing anesthesiology residents from 218 hospitals nationwide were included in this study.Demographic characteristics,occupational features,and psychological resilience scores(Connor-Davidson resilience scale)were collected using a questionnaire distributed electronically.The Maslach burnout inventory-human service survey(MBI-HSS)was used to assess burnout.A comparison between groups with and without occu-pational burnout was conducted.Multiple logistic regression analysis was used to identify risk factors for burnout among anesthesiology residents.Results Out of the expected 2 651 questionnaires,1 990 valid responses were received(response rate 77.7%).The prevalence of burnout among the residents was 53.4%(1 063/1 990).Compared with residents without occupational burnout,those with burnout had a signifi-cantly higher proportion of females,working in tertiary hospitals,unmarried individuals,frequency of en-countering challenging patients,participating in on-call duty,and research tasks,and had a significantly lon-ger weekly working hours(P＜0.05).Multivariate logistic regression analysis indicated that female(OR = 1.58,95%CI 1.28-1.97,P＜0.01),longer working hours(OR = 1.62,95%CI 1.45-1.81,P＜0.01),and higher frequency of encountering challenging patients(OR = 1.11,95%CI 1.11-1.40,P＜0.01)were risk factors for occupational burnout.High levels of psychological resilience was protective factor against burnout(OR = 0.86,95%CI 0.84-0.88,P＜0.01).Conclusion The occurrence of burnout among anesthesiology residents is high.It is crucial to focus on and design practical preventive measures to en-hance psychological resilience,ensuring healthy physical and mental development of the resident community.

Objective:To explore the consistency between modified 12+ X prostate biopsy under transrectal interventional ultrasound and postoperative Gleason score in prostate cancer patients.Methods:A retrospective study was conducted on 312 patients diagnosed with prostate cancer and underwent radical resection at Zhongshan People′s Hospital from January 2020 to December 2022. All patients underwent modified 12+ X prostate biopsy and prostate system biopsy under transrectal interventional ultrasound before surgery. Using the Gleason score of postoperative pathological specimens as the " gold standard", the detection rates of prostate cancer and clinically significant prostate cancer using modified 12+ X prostate biopsy and prostate system biopsy under transrectal interventional ultrasound were compared, and the consistency between the two methods alone or in combination and postoperative Gleason score was compared.Results:Among 312 patients, the positive detection rate of the improved 12+ X puncture biopsy combined with the system puncture biopsy was significantly higher than that of the individual detection (95.51% vs 80.77% vs 76.92%), with a statistically significant difference ( P<0.05). The improved 12+ X puncture biopsy combined with system puncture biopsy showed a clinically significant higher detection rate of prostate cancer in positive patients compared to the two tests alone (94.63% vs 77.78% vs 80.00%), with a statistically significant difference ( P<0.05). There was no statistically significant difference in the detection rate of clinically significant prostate cancer among patients who missed diagnosis, either alone or in combination with biopsy ( P>0.05). The upgrade rate of Gleason score after prostate improvement 12+ X puncture biopsy (25.00%) was significantly lower than that of prostate system puncture (44.17%), which was significantly higher than combined puncture biopsy (11.74%), with a statistically significant difference ( P<0.05). After 312 patients received combined puncture biopsy, urinary retention was found in 14 cases (4.49%), hematuria in 30 cases (9.62%), fever in 28 cases (8.97%), and blood in stool in 18 cases (5.77%). After symptomatic treatment, they basically improved within 3 days after puncture. Conclusions:The combination of modified 12+ X prostate biopsy with systematic biopsy under transrectal interventional ultrasound can improve the detection rate of prostate cancer, and has good consistency with the postoperative Gleason score of prostate cancer patients, which has good clinical application value.