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.

Epidural labor analgesia aims to provide effective medical services to alleviate labor pain in parturients, while adhering to the principles of voluntary participation and clinical safety. In 2018, Peking Union Medical College Hospital(PUMCH)became one of the first pilot units for labor analgesia in China, and has achieved satisfactory results in high-quality development of labor analgesia. This article mainly introduces the achievements and experience of labor analgesia at PUMCH, including: (1) prioritizing maternal and infant safety, arranging personnel rationally, and developing standardized treatment processes through multidisciplinary collaboration to ensure safe and comfortable childbirth; (2) leveraging the hospital's comprehensive capabilities in emergency treatment, and improving collaborative rescue plans for critically ill parturients and newborns; (3) implementing advanced teaching methods to effectively train and conduct simulated drills for labor analgesia and rescue of critically ill parturients; (4) conducting patient education and informative lectures to help parturients acquire a scientific understanding of labor analgesia. We hope that this experience can provide reference and inspiration for other hospitals.

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 investigate the characteristics, diagnosis and therapeutic effect of acquired lymphangiectasia of the vulva (ALV).Methods:A retrospective analysis of clinicopathological and follow-up data was conducted on the patients treated in Capital Medical University Affiliated Beijing Shijitan Hospital due to female ALV from July 2009 to July 2023. The patients who completed the staged operations [partial labiectomy and reconstruction + thoracic ductplasty and (or) perineal lymphovenous anastomosis] were included in the study and followed up. The improvement of perineal swelling, blister range, fluid leakage volume and frequency were evaluated through outpatient visits by the symptom rating scale of ALV (hereinafter referred to as the symptom rating scale) before and after surgery.Results:A total of 48 patients were treated due to ALV from July 2009 to July 2023, of which 98% (47/48) were postoperative pelvic malignant tumors and 94% (45/48) had a history of radiotherapy. A total of 10 patients with ALV who completed the staged operations were included in this study. (1) Clinical characteristics and diagnosis: 10 patients had a median age of 60 years old (50, 63 years old ). The median duration from cervical cancer surgery and radiation therapy to vulvar swelling was 1.5 years (0.0, 2.0 years), and the median duration from vulvar swelling to blister formation and leakage was 0.0 years (0.0, 4.8 years). Seven patients (7/10) had a history of recurrent erysipelas; 7 patients (7/10) had the most severe symptom (widespread blisters, persistent fluid leakage, and large amount of fluid leakage); noncontrast magnetic resonance lymphography (NCMRL) showed edema signals in the perineal region of all the patients, and increase of agent in the perineal region was observed in lymphoscintigram (LS). (2) Surgical treatment and postoperative pathological examination: of the 10 ALV patients who completed staged surgical treatment, 6 cases (6/10) were diagnosed with thoracic duct outlet obstruction and underwent thoracic ductplasty and partial labiectomy and reconstruction. Perineal lymphovenous anastomosis and partial labiectomy and reconstruction were performed in 4 cases (4/10) without thoracic duct outlet obstruction. Postoperative routine pathological examination of 10 patients (10/10) showed dermal papilla lymphangiectasia. Immunohistochemical tests were performed on 5 patients, all of which were positive for D2-40 and negative for CD 34. (3) Efficacy: 8 patients completed the postoperative follow-up, and the median follow-up time was 31.0 months (17.5, 78.3 months). The perineal swelling and the blister fluid leakage were all significantly improved after the staged operations. All indexes of the symptom rating scale, including the degree of perineal swelling, blister range, fluid leakage volume and frequency, were significantly improved in 8 follow-up patients, and 3 (3/8) of them were cured; the median symptom score decreased significantly from 11.0 before surgery to 3.0 after surgery ( P<0.001). The incidence of erysipelas was significantly reduced from 7/10 before surgery to 2/8 after surgery ( P=0.035). Conclusions:The main causes of female ALV are pelvic tumor surgery and radiotherapy. The clinical diagnosis is made from relevant medical history, clinical manifestations, LS and magnetic resonance imaging. The diagnosis is confirmed by histopathological findings. Pathological results show lymphangiectasia in the dermal papilla, and immunohistochemical staining show positive for D2-40 and negative for CD 34. The effect of staged surgery on ALV is remarkable and even cured, and could effectively reduce the incidence of erysipelas.

Objective:To investigate the clinical features of primary intestinal lymphangiectasia (PIL).Methods:This study was a retrospective case series study. Fifty consecutive patients diagnosed with PIL in Department of Lymphatic Surgery, Beijing Shijitan Hospital, Capital Medical University from March 2019 to March 2021 were included and their clinical data was retrospectively reviewed. There were 20 males and 30 females included, with an age of ( M(IQR)) 14 (40) years (range:0 to 67 years). No patient had the family history. There were 26 children, including 9 males and 17 females, aged 0 (7) years (range:0 to 14 years). There were 24 adults, including 11 males and 13 females, aged 40 (26) years (range:20 to 67 years). The clinical manifestations and the results of laboratory examinations, gastrointestinal endoscopy, 99Tc m-labeled human albumin ( 99Tc m-HSA) scintigraphy, 99Tc m-DX scintigraphy, direct lymphangiography (DLG), histopathology, diet treatment, surgical intervention, and clinical symptom remission at discharge were collected. Comparisons between groups were performed using independent samples t-test, Mann-Whitney U test, or χ2 test. Results:Among the 50 cases of PIL, the main manifestations were edema (86.0%), diarrhea (76.0%), and abdominal effusion (48.0%). Lymphedema (36.0%) and chylous ascites (18.0%) were not rare in PIL patients. In 99Tc m-HAS scintigraphy, 95.9% (47/49) cases showed signs of intestinal protein loss, and 91.7% (44/48) ceses showed positive findings in 99Tc m-DX scintigraphy. In DLG, 97.8% (45/46) cases showed signs of thoracic duct obstruction, 82.6% (38/46) cases showed retroperitoneal lymphatic hyperplasia, and 23.9% (11/46) cases showed backflow of contrast agent into intestine. No significant difference was seen in gender, course of disease, clinical manifestation, serum level of albumin or globulin, lymphocyte count, positive rate of fecal occult blood and prevalence of lymphedema between adults and children (all P>0.05). Conclusions:The clinical presentations of PIL between children and adults had no significant difference. The diagnosis of PIL should be made according to clinical manifestation, 99Tc m-HAS scintigraphy, 99Tc m-DX scintigraphy, DLG, gastrointestinal endoscopy and pathological findings.

Objective:To investigate the clinical features of primary intestinal lymphangiectasia (PIL).Methods:This study was a retrospective case series study. Fifty consecutive patients diagnosed with PIL in Department of Lymphatic Surgery, Beijing Shijitan Hospital, Capital Medical University from March 2019 to March 2021 were included and their clinical data was retrospectively reviewed. There were 20 males and 30 females included, with an age of ( M(IQR)) 14 (40) years (range:0 to 67 years). No patient had the family history. There were 26 children, including 9 males and 17 females, aged 0 (7) years (range:0 to 14 years). There were 24 adults, including 11 males and 13 females, aged 40 (26) years (range:20 to 67 years). The clinical manifestations and the results of laboratory examinations, gastrointestinal endoscopy, 99Tc m-labeled human albumin ( 99Tc m-HSA) scintigraphy, 99Tc m-DX scintigraphy, direct lymphangiography (DLG), histopathology, diet treatment, surgical intervention, and clinical symptom remission at discharge were collected. Comparisons between groups were performed using independent samples t-test, Mann-Whitney U test, or χ2 test. Results:Among the 50 cases of PIL, the main manifestations were edema (86.0%), diarrhea (76.0%), and abdominal effusion (48.0%). Lymphedema (36.0%) and chylous ascites (18.0%) were not rare in PIL patients. In 99Tc m-HAS scintigraphy, 95.9% (47/49) cases showed signs of intestinal protein loss, and 91.7% (44/48) ceses showed positive findings in 99Tc m-DX scintigraphy. In DLG, 97.8% (45/46) cases showed signs of thoracic duct obstruction, 82.6% (38/46) cases showed retroperitoneal lymphatic hyperplasia, and 23.9% (11/46) cases showed backflow of contrast agent into intestine. No significant difference was seen in gender, course of disease, clinical manifestation, serum level of albumin or globulin, lymphocyte count, positive rate of fecal occult blood and prevalence of lymphedema between adults and children (all P>0.05). Conclusions:The clinical presentations of PIL between children and adults had no significant difference. The diagnosis of PIL should be made according to clinical manifestation, 99Tc m-HAS scintigraphy, 99Tc m-DX scintigraphy, DLG, gastrointestinal endoscopy and pathological findings.

Objective:To explore the relationship between the degree of devascularization and clinical outcomes after interventional embolization and sclerotherapy for peripheral arteriovenous malformations.Method:A retrospective analysis was conducted on the data of 37 patients with peripheral arteriovenous malformations admitted at Department of Cardiovascular Surgery, China-Japan Friendship Hospital from July 2021 to June 2023. All patients received the treatment of "nidus" and/or outflow veins embolization combined with sclerotherapy injection. Two experienced physicians evaluated the degree of devascularization before and after treatment, and conducted a correlation study with clinical outcomes after follow-up.Result:All 37 patients were symptomatic. Swelling and pain accounted for 75.7% of all the cases. Twenty-six patients received only one procedure, 3 patients received re-interventional treatments. The average follow-up time was（13.3±5.0）months. Clinical symptoms were completely relieved in 14 patients, and partial relief in 22 patients. The overall effective rate was 97%. There were 6 patients with degree of de vascularization<50% during procedure, 16 patients with degree of 50%-75%, and 5 patients with degree of 75%-90%, 10 cases with degree over 90%. Patients with devascularization degrees less than 60% can not achieve clinical symptom relief.Conclusions:There is a positive correlation between the degree of devascularization and clinical outcomes in the interventional embolization and sclerotherapy of peripheral arteriovenous malformations, and 60% of the degree of devascularization can serve as the "threshold" for effectiveness of treatment.

Objective:To explore the significance of multiple frequency bioelectrical impedance analysis (MFBIA) in the combined surgical treatment of breast cancer-related lymphedema (BCRL).Methods:A retrospective analysis was conducted on the clinical data of 30 patients with unilateral postoperative BCRL. The patients recieved staged liposuction and lymphaticovenular anastomosis (LVA) from April to October 2021 at the Department of Lymphatic Surgery in Beijing Shijitan Hospital, Capital Medical University. After LVA surgery, patients were followed-up by telephone and other means, and asked to come to the hospital at 1 year and 2 years, respectively. The circumference of each part of the upper limbs, the length of forearm and arm were measured, and the limb volume was calculated. MFBIA were also performed to record limb bioelectrical impedance, extracellular water(ECW), and extracellular water ratios (ECW/TBW). SPSS 21.0 was used for statistical analysis. Clinical data of the patients were analysed by One-way Repeated Measurement Anova to examine the changes in volume of the affected arms before and after surgery and the changes in values collected by MFBIA. Subsequently, differences in the volumes and values of MFBIA of the affected arms before and after surgery, and the ratios of the above were analysed by paired t-test to compare each pair, then followed by Pearson correlation test. P<0.05 was considered statistically significant. Results:After liposuction, the volume differences of affected and healthy arms were reduced from 1 147 ml ± 484 ml before surgery to 261 ml ± 304 ml after surgery, which achieved a significant reduction with statistical significance ( P<0.05). However, there were no significant changes in ECW or bioelectrical impedance at various frequencies (1-1 000 K) ( P>0.05). After LVA, the differences in volume of the affected and healthy arms further decreased to 17 ml±264 ml with statistical significance compared to that before surgery ( P<0.05), ECW decreased from 1.115 L ± 0.207 L to 0.937 L ± 0.164 L with statistical significance ( P<0.05), ECW/TBW decreased from 0.412 ± 0.008 to 0.405 ± 0.007 with statistical significance ( P<0.05), and the bioelectrical impedance at various frequencies was significantly increased with statistical significance ( P<0.05). After LVA, the difference in arm volume was positively correlated with the difference in ECW (correlation coefficient 0.602, P<0.05), positively correlated with the difference in Rate of ECW (correlation coefficient 0.560, P<0.05), and negatively correlated with the ratios of impedance at various frequencies (correlation coefficients 0.529-0.545, P<0.05). Conclusion:In the staged surgical treatment of BCRL, with the application of MFBIA, it is found that lymphatic liposuction removes the pathological adipose tissue of an arm, hence significantly reduces the volume of the affected arm. However, lymphatic stasis remains unrelieved, therefore without a significant reduction in arm oedema. After the second-stage LVA, the improvement of lymphatic return leads to the relief of arm oedema, and the volume of the affected arm approaches to that of the healthy side. MFBIA can be used for assessment of arm oedema.

Objective:To investigate the characteristics and diagnostic methods for the patients with primary lymphedema and interstitial lung disease, as well as the efficacy of thoracic duct or right lymphatic duct plasty.Methods:A retrospective study was performed on 13 patients who were treated for primary lymphedema in the Department of Lymphatic Surgery, Beijing Shijitan Hospital, Capital Medical University, from January 2018 to December 2022. All patients were confirmed with interstitial lung disease by high-resolution CT (HRCT) and then underwent thoracic duct or right lymphatic duct plasty surgery. The 13 patients in this study were 7 males and 6 females aged 7.3 (0.7-30.0) years old. Primary lymphedema was the first manifestation in all patients, with an average morbidity age at 1.0 (0-11.0) years old. The average time from the onset of lymphedema to the confirmed interstitial lung disease was 6.3 (0.3-19.0) years. All patients underwent thoracic duct or right lymphatic duct plasty for improvement of the lymphatic flow. In addition, 9 cases (69.2%) received a direct lymphangiography (DLG). In which, 4 cases (44.4%) received further treatment of ligation of the reflux branches, and 1 (11.1%) had the treatment plans changed, because a chylous reflux into the lung through a bronchomediastinal trunk was found from DLG, therefore a ligation of the abnormal reflux branches was performed and a life-long strict low-fat diet was required. Postoperative follow-ups for evaluation of the improvements of lymphedema and pulmonary lymphatic flow were carried out by visit of outpatient clinic or via telephone interviews.Results:All patients recovered well after surgery with an average follow-up time of 47.5 (19.0-68.0) months. Lymphedema was stable in 2 cases (15.4%) and relieved in 11 cases (84.6%). Ten cases (76.9%) had completed the postoperative HRCT reviews and 9 (90.0%) were found with significant improvement in the interstitial lung disease.Conclusion:The interstitial lung disease found during the examination of patients with primary lymphedema can be explained with a lymphatic flow disorder. DLG can identify the cause and make to guide the treatment. Thoracic duct or right lymphatic duct plasty can effectively improve both of the symptom of lymphedema and interstitial lung disease.

Objective:To handle blood loss during liposuction for secondary lymphedema of lower extremities in patients with secondary lymphedema.Methods:The clinical data of 214 patients with secondary lymphedema of the lower extremities undergoing liposuction at Department of Lymphatic Surgery, Capital Medical University Affliated Beijing Shijitan Hospital from Sep 2018 to Jan 2020 were retrospectively analyzed.Results:There were 209 females and 5 males. The average fat aspiration was (2 934.58±1 114.83) ml, the average blood loss was (986.04±425.16) ml, 117 patients were transfused, including autologous transfusion in 90 patients, 15 patients received allogeneic blood, and 12 patients received autologous plus allogeneic blood. The disease phase, operative time and fat aspiration were positively correlated with blood loss, and were independent risk factors affecting blood loss.Conclusion:Liposuction for secondary lymphedema of the lower extremity is an important factor leading to anemia.