Machine learning technology is more and more widely used in the medical field. Biliary tumor is a tumor originating from the biliary system with a very high degree of malignancy. Machine learning technology has been applied in the field of biliary malignancy to assist physicians in disease diagnosis and provide valuable prognostic prediction and early screening recommendations. This paper summarizes the research progress of machine learning in the field of biliary tract tumors in recent years, and provides references for the auxiliary diagnosis, early screening prediction and postoperative survival prediction of biliary tract tumors.

Hilar cholangiocarcinoma is the most common malignant tumor of the biliary tract, the survival rate is poor due to the difficulty of early diagnosis and surgery. Progress have been made on hilar cholangiocarcinoma treatment during recent years, but it is still challenging to make a breakthrough. The whole disease cycle management is of great significance to improve the prognosis of patients with hilar cholangiocarcinoma. The whole disease cycle management refers to the whole-process scientific management including disease diagnosis, preoperative evaluation and preparation, surgical plan formulation and implementation, preoperative and postoperative adjuvant treatment and follow-up. This article summarized the domestic and foreign progress on the management of hilar cholangiocarcinoma in all stages of the whole disease cycle and shared the author's team's experience in the diagnosis and treatment of hilar cholangiocarcinoma.

Objective:To analyze independent influencing factors of surgical textbook outcome (TO) in patients with gallbladder carcinoma, and to establish a nomogram for predicting TO and evaluated the predictive ability.Methods:Patients with gallbladder carcinoma who underwent surgery in Department of Hepatobiliary and Pancreatic Surgery at Dongfang Hospital Affiliated to Shanghai Tongji University and Department of Biliary Tract Surgery Ⅰ, Third Affiliated Hospital of Naval Medical University (Shanghai Eastern Hepatobiliary Surgery Hospital) from January 2013 to December 2018 were included and the clinical features were retrospectively analyzed. A total of 232 patients were included, including 114 males and 118 females, aged (61.0±9.8) years. According to whether TO reached or not, they were divided into TO group ( n=86) and non-TO group ( n=146). Univariate and multivariate logistic regression were used to analyze the independent influencing factors of TO. The predictive nomogram model of TO was constructed. The receiver operating characteristic (ROC) curve was drawn to evaluate the predictive ability of the model, and the consistency of the predictive model was evaluated by the consistency curve graph and the Hosmer-Lemeshow test. Results:The 1-year and 3-years cumulative survival rates of patients with gallbladder carcinoma in the TO group (86.0% and 62.8%) were better than those in the non-TO group (46.6% and 27.3%), and the difference was statistically significant (χ 2=60.74, P<0.001). In multivariate analysis, higher T stage ( OR=0.16, 95% CI: 0.03-0.79, P<0.001) and cervical gallbladder cancer ( OR=0.14, 95% CI: 0.02-0.94, P=0.004) had the greatest negative association with a TO, and the higher the degree of tumor differentiation ( OR=7.08, 95% CI: 1.34-37.56, P=0.001), the easier it is to achieve TO. The ROC curve showed that the area under the curve of the predictive model was 0.84 (95% CI: 0.79-0.90), suggesting that the model had good predictive performance. A nomogram to assess the probability of TO was developed and had good accuracy in both the consistency curve and Hosmer-Lemeshow test (χ 2=5.77, P=0.673). Conclusion:Tumor T stage, tumor differentiation degree and tumor location are independent influencing factors for achieving TO in patients with gallbladder carcinoma after surgery. The nomogram model constructed according to the above conclusions could accurately predict the probability of reaching TO.

Objective:To evaluate the diagnostic and predictive value of ultrasonic cardiac output monitor (USCOM) in premature infants with hemodynamic significant patent ductus arteriosus (hsPDA).Methods:A total of 165 preterm infants with gestational age less than 34 weeks and within 72 hours after birth in the Neonatal Medical Center of Children′s Hospital of Nanjing Medical University from January 2018 to June 2020 were retrospectively analyzed.According to the echocardiograph (ECHO) results within 72 hours after birth, clinical manifestations and oral administration of Ibuprofen, premature infants were divided into non-patent ductus arteriosus (non-PDA group, 77 cases), non-hsPDA group (59 cases), and hsPDA group (29 cases). USCOM was performed within half of an hour after ECHO.During the course of oral medication of Ibuprofen in the hsPDA group, USCOM was repeatedly examined every 24 hours.ECHO and USCOM were re-examined within 24 hours after the course of oral medication of ibuprofen.Results:Compared with non-hsPDA group and non-PDA group, the gestational age [(31.51±1.62) weeks, (32.09±1.27) weeks vs.(30.82±1.61) weeks, F=8.425, P<0.001], birth weight [(1 154.49±192.55) g, (1 195.58±182.02) g vs.(1 094.66±153.69) g, F=3.366, P=0.037] and the mean blood pressure [(38.37±2.20) mmHg, (38.53±2.37) mmHg vs.(30.52±2.31) mmHg, 1 mmHg=0.133 kPa, F=142.860, P<0.001]were significantly lower in hsPDA group.On the contrary, the heart rate[(129.68±7.11) times/min, (130.34±7.27) times/min vs.(164.76±7.65) times/min, F=271.790, P<0.001], B-type natriuretic peptide[(203.76±108.68) ng/L, (152.43±54.24) ng/L vs.(3 385.31±856.26) ng/L, F=931.30, P<0.001] and left artrium/aorta (1.32±0.12, 1.29±0.09 vs.1.60±0.12, F=84.970, P<0.001)were significantly higher.Among the USCOM parameters, left ventricular cardiac output [(0.40±0.08) L/min, (0.40±0.08) L/min vs.(0.51±0.04) L/min, F=26.760, P<0.001], cardiac index (CI) [(3.76±0.48) L/(min·m 2), (3.54±0.30) L/(min·m 2) vs.(4.43±0.36) L/(min·m 2), F=56.060, P<0.001], stroke volume[(3.75±0.28) mL, (3.70±0.23) mL vs.(4.22±0.36)mL, F=40.170, P<0.001], stroke volume index [(34.42±2.66) mL/m 2, (34.47±3.29) mL/m 2vs.(38.45±3.32) mL/m 2, F=20.080, P<0.001], peak ejection velocity [(1.12±0.12) m/s, (1.11±0.10) m/s vs.(1.23±0.09) m/s, F=14.890, P<0.001] and corrected flow time [(379.02±22.69) ms, (376.51±27.95) ms vs.(403.69±39.04) ms, F=10.120, P<0.001]were significantly higher in hsPDA group, while systemic vascular resistance index (SVRI) [(1 109.49±115.67) ds·cm -5·m 2, (1 070.01±133.55) ds·cm -5·m 2vs.(861.31±115.22) ds cm -5m 2, F=41.130, P<0.001]was significantly lower than that of non-hsPDA and non-PDA group.The area under the receiver operating characteristic curve of CI and SVRI for predicting hsPDA were 0.916 and 0.905, respectively.The sensitivity and specificity of CI>4.05 L/(min·m 2) for predicting hsPDA was 0.828 and 0.860, respectively, which was 0.660 and 1.000 for SVRI<1 002.5 ds·cm -5·m 2.The sensitivity and specificity of combining CI and SVRI for predicting hsPDA was 0.966 and 0.949, respectively. Conclusions:USCOM has a good diagnostic and predictive value for hsPDA in premature infants.The combined application of CI and SVRI can improve the predictive value, and help formulate the early diagnostic and treatment strategy for PDA in premature infants

Gallbladder cancer is a high malignancy which is predisposed to invade adjacent organs and have lymph node metastasis. Gallbladder cancer is not sensitive to radiotherapy or chemotherapy with the worst prognosis among biliary tract cancers. At present, radical resection is the only possible method to cure gallbladder cancer. However, there are still many controversies about the surgical strategies, the extent of liver resection and lymph node dissection, and the treatment of incidental gallbladder cancer. In addition, under the background of the great success of immunotherapy and targeted therapy in a variety of solid tumors, it is also a question worthy of further considerations that whether the status of surgery in the treatment of advanced gallbladder cancer will be changed in the near future.

Cholangiocarcinoma (CCA) is a group of solid tumors with high malignant degree and poor prognosis. Surgical resection has still been the main therapy options. Targeting therapy and immunotherapy are the main anti-tumor methods that have been paid more and more attention in recent years, especially immunotherapy. The tumor microenvironment of CCA is complex, which encompasses not only interstitial and endothelial cells, but also a large number of immune cells. In addition, the innate and adaptive immune systems also play a role. This article summarizes the immune-related studies of cholangiocarcinoma and the latest clinical trials of immunotherapy.

Cholangiocarcinoma is a highly malignant disease with low surgical resection rate. It’s resistant to chemoradiotherapy and the prognosis of cholangiocarcinoma is poor. Although immune checkpoint inhibitors (ICIs) have achieved great success in tumor therapy in recent years, patients with cholangiocarcinoma have a poor response to immunotherapy, because of the complexity and diversity of immune microenvironment. Therefore, understanding the composition and characteristics of the immune microenvironment of cholangiocarcinoma, regulating targets in immune microenvironment, and adopting ICIs combined therapy, is important for immunotherapy for cholangiocarcinoma.

Objective:To construct a self-management behavior intervention scheme for diabetic patients based on Health Action Process Approach (HAPA) and to explore its application effects in patients with diabetes mellitus.Methods:By the convenient sampling method, patients with type 2 diabetes mellitus who were hospitalized in the First Hospital of Jilin University were selected as research objects. According to the random number table method, they were divided into the control group ( n=61) and the experimental group ( n=67) . Patients in the control group were given conventional nursing methods while patients in the experimental group were given the intervention scheme based on HAPA. Summary of Diabetes Self Care Activities (SDSCA) and Chinese version of Diabetes Distress Scale (DDS) were used to assess the self-management level and distress before and after intervention. Results:Before intervention, there were no statistically significant differences in SDSCA scores in all dimensions between the two groups ( P>0.05) . After intervention, SDSCA scores in all dimensions were higher in the experimental group than in the control group, and the differences were statistically significant ( P<0.05) . Before intervention, there were no statistically significant differences in DDS scores in all dimensions between the two groups ( P>0.05) . After intervention, DDS scores in all dimensions in the experimental group were lower than those in the control group, and the differences were statistically significant ( P<0.05) . Conclusions:The self-management intervention scheme based on HAPA can improve the self-management behavior of diabetic patients and reduce their psychological distress.

The postganglionic fibers arising from sympathetic nervous system dominate some activities in human body,such as secretion of sweat glands,vasoconstriction and pain transmission.While block its transmission can treat some certain diseases.Now sympathectomy is mainly applied in treating primary hyperhidrosis,peripheral artery disease (thromboangiitis obliteran,Raynaud's diseases),long Q-T syndrome,and intractable abdominal pain,and video-assisted surgery is the mainstream.Basing on the ensurement of efficacy,reasonable extension of resection range can reduce the incidence of compensatory hyperhidrosis.Primary hyperhidrosis,which applying widely,is the best indication for this sympathectomy.For peripheral artery disease (thromboangiitis obliteran,Raynaud' s diseases),long Q-T syndmme,and intractable abdominal pain,sympathectomy should be taken into consideration when drug treatment fails or taboos.Sympathectomy will become more minimally invasive as well as improve living quality for patients in the future.

Objective To investigate collagen metabolism modulation of Intermedin 1-53 ( IMD1-53 ) on angiotensin Ⅱ( AngⅡ)-induced rat cardiac fibroblasts .Methods SD neonatal rat cardiac fibroblasts were cultured and divided them into control group, AngⅡ +different concentrations IMD1-53 groups.ⅠandⅢcollagen expression in cardiac fibroblasts were measured by Westem blot , IMD1-53 receptor-like receptor ( calcitonin receptor-like receptor , CRLR) and transforming growth factor-β( TGF-β) mRNA expression were exammed by real-time PCR.Results IMD1-53 significantly inhibited AngⅡ-induced collagen synthesis in cardiac fibroblasts , and this effect was more ob-vious with the increase of IMD 1-53 ( P<0.01 ,P<0.05 ) .Similar phenomenon was recorded in TGF-βexpression in cardiac fibroblasts ( P<0.05 ) .Conclusions IMD1-53 inhibited collagen synthetic in cardiac fibrosis induced by AngⅡ, down-regulated TGF-βexpression.These may relate to IMD1-53 anti myocardial fibrosis.