Objective:Using different machine learning methods to construct and screen the best prediction model for predicting the risk of death within 30 days after surgery in patients with acute type A aortic dissection.Methods:Five hundred and twenty-one patients with acute type A aortic dissection who underwent surgery between 2015 and 2022 were included, after collecting their perioperative date and screening them, 329 patients were retained. two different groups of predictor variables were generated by using Lasso regression and principal component analysis, after that, logistic regression, support vector machine algorithm, random forest algorithm, gradient boosting algorithm, and super learning algorithm were used to develop prediction models for the risk of death within 30 days after surgery. Finally, we compare the models and select the best one. Results:The AUC values for all models rangrd from 0.791-0.959. The model using Lasso regression to determine the predictor variables and built by the super learning algorithm had the best prediction with an AUC value of 0.959. Conclusion:The super learning algorithm better than other algorithms in predicting death within 30 days after acute type A aortic dissection.

Objective To investigate the efficacy of low-dose inhaled nitric oxide (iNO) in the treatment of severe hypoxemia after Sun’s operation. Methods The clinical data of patients undergoing Sun’s operation for acute Type A aortic dissection in our hospital from January 2020 to June 2022 were retrospectively analyzed. Patients who received conventional treatment before November 2021 were enrolled as a control group. After November 2021, iNO was used in our hospital, and the patients who received iNO as an iNO group. The preoperative clinical baseline data, perioperative clinical data and oxygenation index were compared between the two groups. Results A total of 54 patients were included in the control group, including 45 males and 9 females, with an average age of 53.0±10.9 years. A total of 27 patients were included in the iNO group, including 21 males and 6 females, with an average age of 52.0±10.6 years. The preoperative body mass index of the two groups was greater than 25 kg/m2, white blood cell count, C-reactive protein were significantly higher than normal level, but there was no statistical difference between the groups (P＞0.05). There were no statistical differences in intraoperative data between the two groups (P＞0.05). The iNO group had significantly shorter duration of mechanical ventilation, postoperative ICU stay, and postoperative hospital stay than the control group (P<0.001). After 12 h of iNO treatment, hypoxic condition improved obviously, oxygenation indices in 12 h, 24 h, 36 h,48 h, 60 h and 72 h in the iNO group were significantly higher than those in the control group (P<0.05). Conclusion The treatment of severe hypoxemia after Sun’s surgery with low-dose of iNO is safe and effective, can significantly improve oxygenation function, and has significant advantages in shortening ventilator use time, postoperative ICU stay and postoperative hospital stay, but it is not significant in changing postoperative mortality.

Objective To summarize the results and clinical experience of transcatheter valve-in-valve implantation using domestic self-expanding valve in patients with aortic degenerated bio-prosthesis. Methods From January 2019 to April 2023, the patients who underwent transcatheter valve-in-valve surgery in the Department of Cardiac Surgery of Tianjin Chest Hospital due to surgical bio-prosthesis failure were included. Characteristics of valves, perioperative complications, and hemodynamic manifestations during the early postoperative and follow-up period were analyzed. Results A total of 24 patients were enrolled, including 14 males and 10 females with an average age of 68.17±7.72 years, and the average interval between the two operations was 10.48±4.09 years. All patients were successfully discharged without complications such as coronary artery obstruction and pacemaker implantation, and the average transvalvular pressure gradient was 16.39±6.52 mm Hg before discharge. During the median follow-up time of 16 months, the left ventricular diastolic inner diameter and ejection fraction were continuously improved. Conclusion Transcatheter valve-in-valve using domestic self-expanding valves is safe and feasible to treat aortic bioprosthetic valve failure. Sound patient selection and surgical strategies are critical to achieve good hemodynamics.

Objective:The investigation and research on the application status of Hepatic Venous Pressure Gradient (HVPG) is very important to understand the real situation and future development of this technology in China.Methods:This study comprehensively investigated the basic situation of HVPG technology in China, including hospital distribution, hospital level, annual number of cases, catheters used, average cost, indications and existing problems.Results:According to the survey, there were 70 hospitals in China carrying out HVPG technology in 2021, distributed in 28 provinces (autonomous regions and municipalities directly under the central Government). A total of 4 398 cases of HVPG were performed in all the surveyed hospitals in 2021, of which 2 291 cases (52.1%) were tested by HVPG alone. The average cost of HVPG detection was (5 617.2±2 079.4) yuan. 96.3% of the teams completed HVPG detection with balloon method, and most of the teams used thrombectomy balloon catheter (80.3%).Conclusion:Through this investigation, the status of domestic clinical application of HVPG has been clarified, and it has been confirmed that many domestic medical institutions have mastered this technology, but it still needs to continue to promote and popularize HVPG technology in the future.

Objective:The hvKP phenotype strains were screened from the sensitive and multi-drug resistant Klebsiella pneumoniae, and the distribution and homology of their clinical infection characteristics were compared. Methods:A total of 158 Klebsiella pneumoniae strains isolated from clinical infection specimens in the Third Affiliated Hospital of Sun Yat-sen University from 2014 to 2018 were retrospectively collected. The string test (ST) was used to screen the hvKP infection, and a total of 65 were screened. The number of patients included 51 males and 14 females, with an average age of 56 years. The composition ratio of Klebsiellapneumoniae was analyzed for clinical infection related information. Matrix assisted laser desorption-ionization time of flight mass spectrometry (MALDI-TOF MS) was used to identify the hypervirulent Klebsiella pneumoniae and establish a new database, and bio-tree cluster analysis and principal component analysis were carried out for all strains that met the experimental conditions by using analysis software and the homology of protein level was obtained. Results:A total of 65 strains hvKP were screened, 62 of which were susceptible strains and 3 were multi-drug resistant strains. The main diseases of infected patients were diagnosed as hepatobiliary disease, encephalopathy and liver abscess. The basic diseases of the population were mainly diabetes and hypertension. Dendrogram cluster analysis divided hvKP into 3 groups at a distance of 550 from the horizontal line; principal component analysis found that some strains were closely related, and the Kc group with the largest proportion was mainly related to hepatobiliary diseases. Ka group was mainly related to infection after surgery.Conclusions:HvKP was highly invasive and the clinical manifestations of infection were diverse. The infected patients were mostly elderly patients with weakened immunity. The rapid homology analysis of MALDI-TOF MS mass spectrometry has important clinical significance for the rapid screening of hvKP infection.

Objective:The hvKP phenotype strains were screened from the sensitive and multi-drug resistant Klebsiella pneumoniae, and the distribution and homology of their clinical infection characteristics were compared. Methods:A total of 158 Klebsiella pneumoniae strains isolated from clinical infection specimens in the Third Affiliated Hospital of Sun Yat-sen University from 2014 to 2018 were retrospectively collected. The string test (ST) was used to screen the hvKP infection, and a total of 65 were screened. The number of patients included 51 males and 14 females, with an average age of 56 years. The composition ratio of Klebsiellapneumoniae was analyzed for clinical infection related information. Matrix assisted laser desorption-ionization time of flight mass spectrometry (MALDI-TOF MS) was used to identify the hypervirulent Klebsiella pneumoniae and establish a new database, and bio-tree cluster analysis and principal component analysis were carried out for all strains that met the experimental conditions by using analysis software and the homology of protein level was obtained. Results:A total of 65 strains hvKP were screened, 62 of which were susceptible strains and 3 were multi-drug resistant strains. The main diseases of infected patients were diagnosed as hepatobiliary disease, encephalopathy and liver abscess. The basic diseases of the population were mainly diabetes and hypertension. Dendrogram cluster analysis divided hvKP into 3 groups at a distance of 550 from the horizontal line; principal component analysis found that some strains were closely related, and the Kc group with the largest proportion was mainly related to hepatobiliary diseases. Ka group was mainly related to infection after surgery.Conclusions:HvKP was highly invasive and the clinical manifestations of infection were diverse. The infected patients were mostly elderly patients with weakened immunity. The rapid homology analysis of MALDI-TOF MS mass spectrometry has important clinical significance for the rapid screening of hvKP infection.

Objective: To assess the therapeutic effect and safety of autologous platelet-rich plasma(aPRP)in elderly patients undergoing total arch replacement surgery. Methods: A total of 44 elderly patients aged 60 years and over undergoing total arch replacement surgery in our hospital from August 2015 to August 2018 were enrolled.Forty-four patients were divided into the control group without aPRP application(n=23)and the aPRP application group(n=21). Patients were followed up postoperatively, and preoperative and intraoperative data, postoperative mortality, the incidence of continuous renal replacement therapy(CRRT)and neurological complications were collected and statistically analyzed. Results: Compared with the control group, the aPRP application group showed the transfusion volume of allogeneic red blood cell and fresh frozen plasma were significantly decreased in aPRP group[(69.1±138.3)ml vs.(803.6±433.6)ml, P<0.05]. The main indicators of blood coagulation function, postoperative hemoglobin and platelet count had no significant difference at 1h after the operation between the two groups(P>0.05). Postoperative drainage volume, hospital mortality, the duration of ventilatory support and duration of intermational components for unicode(ICU)stay had no statistical difference between the two groups(P>0.05). The average hospitalization days were shorter in the aPRP group than in the control group[(13.7±6.7)days vs.(16.9±11.4)days, P<0.05]. There was no statistical significance in the incidences of postoperative complications such as acute kidney injury, temporary neurological injury, stroke/cerebral hemorrhage, etc.between the two groups(P>0.05). Conclusions Preoperative aPRP application can significantly reduce intraoperative allogeneic blood transfusion volume, but has no significant effect on postoperative function of blood coagulation, reducing perioperative bleeding and complications, and the improvement of prognosis in elderly patients with type A aortic dissection undergoing total arch replacement surgery.

Objective To investigate the clinical efficacy and safety of microwave ablation combined with concurrent chemotherapy in treatment of locally advanced pancreatic cancer. Methods Thirty-one patients with locally advanced pancreatic cancer with between August 2013 and April 2016 were divided into two groups according to the different treatments: 15 patients in the control group were treated with gemcitabine monotherapy; 16 patients in the combination group were treated with the same regimen as control group 1-2 weeks after the microwave ablation. The efficacy and side effects of the two groups were compared by chi-square test. Results The effective rates in the combination group and control group were 25.0%(4/16) and 13.3%(2/15), the difference between the two groups was not significant (χ 2=1.034, P=0.247); the local control rates were 68.8%(11/16) and 26.7%(4/15), the difference between the two groups was statistically significant (χ2=6.579, P=0.012). The pain relief rates in the combination group and control group were 87.5%(14/16) and 26.7%(4/15) (χ2=8.146, P=0.004). The 3-, 6-, 9- and 12-month survival rates in the combination group and control group were 100.0%vs. 100.0%(P=1.000), 68.8%vs. 40.0%(P=0.097),56.3%vs.20.0%(P=0.033),50.0%vs.13.3%(P=0.021).In the combination group,9 cases (56.3%)occurred postablation syndrome,the serum amylase of 7 cases(43.8%)increased 1d after ablation,1 case (6.3%) occurred pancreatic fistula. The intraoperative and perioperative death did not occur. The main complications of the two groups were myelosuppression, gastrointestinal reactions and so on. Conclusions Microwave ablation combined with concurrent chemotherapy has a synergistic effect in treatment of locally advanced pancreatic cancer. In disease control rate, pain relief rate and survival of patients, microwave ablation combined with concurrent chemotherapy is better than chemotherapy alone, but the adverse reactions are similar.

Objective To evaluate results of surgical treatment for patients with acute type A aortic dissection using Sun’s operation and triple-branched stent graft. Methods According to the operation mode, thirty-three patients with type A aortic dissection were divided into Sun’s operation group (n=22) and triple branches aortic arch stent-graft placement op?eration (triple-branched) group (n=11). Preoperative examinations included cardiac ultrasound, aortic CT angiography (CTA), hepatic and renal functions and blood routine test in all patients. Intraoperative monitoring included the index about cardiopulmonary bypass and blood loss. The perioperative hepatic and renal functions and complications were also recorded. Survival and recovery rates were evaluated by follow-up between two groups of patients. Results There were six periopera?tive death in Sun’s group, and three patients died in triple-branched group. In triple-branched group, the intraoperative blood loss was significantly increased than that in Sun’s group [(3 586.4±2 926.8) mL vs. (2 630.5±1 821.2) mL, P<0.05]. Postoperative echocardiographic examinations revealed that the left ventricular size (LVEDd) and the aortic diameter were decreased while the left ventricular ejection fraction (LVEF) was elevated after surgery in Sun’s group [(50.9±6.9) mm vs. (55.0±7.5) mm,(28.2±1.6) mm vs. (48.8±11.0) mm, 0.620±0.031 vs. 0.469±0.104, P<0.05]. Whereas, only the aortic diame?ter was decreased after surgery in triple-branched group [(28.6±3.9) mm vs. (50.9±9.2) mm, P<0.05]. Kaplan-Meier surviv?al curve showed that five-year survival rate of Sun’s group was similar with that of triple-branched group (Log-rank χ2=0.095,P>0.05). At 5 year after operation, there were no significant differences in the recurrence of new aortic dissection, the incidence of cerebral infarction and mortality between Sun’s group and triple-branched group (P>0.05). Conclusion Sun’s operation can significantly decrease patient’s intraoperative blood loss and improve cardiac function. But its survival rate and long term results need advanced observation.