ObjectiveTo construct and validate a risk assessment model for post-transplant diabetes mellitus （PTDM） using multiple machine learning algorithms， and to realize the early identification of PTDM. MethodsA retrospective analysis was performed for the clinical data of the patients who underwent allogeneic liver transplantation in The First Hospital of Shanxi Medical University from April 1， 2020 to December 31， 2024， and they were randomly divided into a training set and a validation set at a ratio of 7∶3. The LASSO regression analysis combined with 5-fold cross-validation was used for feature selection. Seven machine learning models were developed in the training set， i.e.， logistic regression （LR）， decision tree （DT）， Naive Bayes （NB）， random forest （RF）， K-nearest neighbor （KNN）， extreme gradient boosting （XGBoost）， and adaptive boosting （AdaBoost）. In the validation set， various methods were used to assess the predictive performance of each model， such as accuracy， precision， recall rate， specificity， F1 score， area under the receiver operating characteristic curve （AUROC）， and area under the precision-recall curve （AUPRC）. The Brier score and decision curve analysis were used to assess the calibration and clinical practicability of the models， and the SHAP method was used to analyze feature importance. The independent-samples t test or the Wilcoxon rank-sum test was used for comparison of continuous data between two groups， and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. ResultsA total of 135 liver transplant recipients were enrolled， among whom 26 developed PTDM， and there were 94 patients in the training set and 41 in the validation set. Feature extraction and screening identified 7 key features of sex， overweight or obesity， anhepatic phase， time of operation， length of hospital stay， early postoperative hypomagnesemia， and impaired fasting glucose （IFG）. In the validation set， the XGBoost model showed the best predictive performance， with an AUROC of 0.907 （95% confidence interval ［CI］： 0.807 — 0.989）， an AUPRC of 0.649 （95%CI： 0.339 — 0.955）， an accuracy of 0.878， a precision of 0.667， a recall rate of 0.750， an F1-score of 0.706， a specificity of 0.909， and a Brier score of 0.104. The decision curve analysis showed that when the threshold probability was below 0.667， application of the XGBoost model in clinical decision-making provided relatively high net benefit. The SHAP analysis showed that the length of hospital stay ranked first in terms of feature importance， followed by time of operation， overweight or obesity， sex， IFG， anhepatic phase， and early postoperative hypomagnesemia. ConclusionThe risk assessment model for PTDM in liver transplant recipients based on XGBoost algorithm has excellent performance and can effectively identify high-risk individuals； however， multicenter large-sample data are needed for further validation.

Immune rejection following liver transplantation is a critical factor affecting long-term graft survival. While traditional immunosuppressive regimens based on calcineurin inhibitors are effective， they are often accompanied by long-term side effects， making the induction of immune tolerance an important goal. This article systematically reviews the mechanisms of immune rejection following liver transplantation and the limitations of current drugs， with a focus on the potential of mesenchymal stem cells （MSCs） as a novel strategy for inducing immune tolerance. Preliminary clinical trials have confirmed that MSC infusion has a favorable safety profile and shows an immunomodulatory effect； however， there are still multiple challenges regarding the timing of infusion， cell source， dosage， and synergy with conventional regimens. Large-scale clinical trials are needed in the future to further validate their long-term efficacy and safety， and MSC therapy is expected to become a new direction for immune management in liver transplantation.

In recent years,as the survival time of liver transplant recipients continues to increase,serious complications after transplantation,including diabetes,which affects the long-term survival of patients,have attracted more and more attention.Diabetes after liver transplantation can increase the risk of infection and cardiovascular disease,which in turn affects the survival rate of grafts and patients,and therefore,identification and intervention for high-risk populations are of great importance for improving the prognosis of patients.This article reviews the risk factors for diabetes after liver transplantation,in order to deepen the understanding of diabetes after liver transplantation and provide a theoretical basis for disease prevention and treatment.

Objective To investigate the mid- to long-term follow-up results of ascending aorta (AAO)-descending thoracic aorta (DTA) bypass grafting via median sternotomy incision for the treatment of complex aortic arch coarctation. Methods A retrospective analysis was conducted on the clinical data of patients with complex aortic arch coarctation who underwent AAO-DTA bypass grafting via median sternotomy incision at the First Hospital of Tsinghua University from August 2004 to May 2017. Results A total of 7 patients were enrolled, including 4 males and 3 females, aged (13.3±4.6) years, and weighted (40.2±12.2) kg. Six (85.7%) patients had concomitant upper limb hypertension. Four patients were aortic arch coarctation combined with intracardiac malformations, two were post-operative restenosis, and 1 was post-operative restenosis combined with intracardiac malformation. All patients underwent surgery under cardiopulmonary bypass. There were no perioperative deaths or major complications. The pre-operative upper-lower limb pressure difference was (39.3±19.2) mm Hg, which decreased to (2.9±2.7) mm Hg post-operatively (P<0.01). The follow-up period was (14.9±5.9) years. There were no long-term deaths or artificial graft-related complications. Except for one patient who still had mild hypertension, the blood pressure of the remaining patients returned to normal. Conclusion AAO-DTA bypass grafting via median sternotomy incision for the treatment of complex aortic arch coarctation can effectively reduce upper limb blood pressure and the upper-lower limb arterial pressure difference, has fewer complications, and demonstrates satisfactory mid- to long-term efficacy.

Objective To establish a prediction model for the occurrence of non-occupational carbon monoxide poisoning events in Beijing, and to provide scientific basis and theoretical support for the prevention and warning of poisoning events. Methods Based on the monitoring data of non-occupational carbon monoxide poisoning events in Beijing from 2016 to 2024, the seasonal ARIMA model and seasonal index model were established to analyze the data and predict the occurrence of events. Results Between 2016 and 2024, a total of 436 cases of non-occupational carbon monoxide poisoning were reported in Beijing, showing a downward trend. The established SARIMA model and seasonal index model were SARIMA (1,0,0) (1,1,0) 12, Yt = (-0.0339t+5.8863) × St, and the average relative errors were 65.42% and 29.19%, respectively. In terms of months, the SARIMA model had better predictive performance during April and summer (June to August), while the seasonal index model was superior in other months. By combining the two models, the predicted number of events in 2025 was as follows: 3, 2, 2, 3, 1, 5, 2, 7, 1, 1, 1, and 2. Conclusion The seasonal index model has the best prediction effect on the non-occupational carbon monoxide poisoning events in Beijing throughout the year, and the number of summer events predicted by SARIMA model is closer to the actual values. The two models can be combined to predict the trend of non-occupational carbon monoxide poisoning, which provides a scientific basis for the prevention and control of carbon monoxide poisoning in the future.

In recent years,as the survival time of liver transplant recipients continues to increase,serious complications after transplantation,including diabetes,which affects the long-term survival of patients,have attracted more and more attention.Diabetes after liver transplantation can increase the risk of infection and cardiovascular disease,which in turn affects the survival rate of grafts and patients,and therefore,identification and intervention for high-risk populations are of great importance for improving the prognosis of patients.This article reviews the risk factors for diabetes after liver transplantation,in order to deepen the understanding of diabetes after liver transplantation and provide a theoretical basis for disease prevention and treatment.

Objective:To investigate the short-term efficacy and safety of cardiac contractility modulation (CCM) in patients with heart failure.Methods:This was a cross-sectional study of patients with heart failure who underwent CCM placement at the First Affiliated Hospital of Xinjiang Medical University from February to June 2022. With a follow-up of 3 months, CCM sensation, impedance, percent output, and work time were monitored, and patients were compared with pre-and 3-month postoperative left ventricular ejection fraction (LVEF) values, and 6-minute walk test distance and New York Heart Association (NYHA) cardiac function classification, and the occurrence of complications was recorded.Results:CCM was successfully implanted in all 9 patients. Seven(7/9) of them were male, aged (56±14) years, 3 patients had ischaemic cardiomyopathy and 6 patients had dilated cardiomyopathy. At 3-month postoperative follow-up, threshold was stable, sense was significantly lower at follow-up than before (right ventricle: (16.3±7.0) mV vs. (8.2±1.1) mV, P<0.05; local sense: (15.7±4.9) mV vs. (6.7±2.5) mV, P<0.05), and impedance was significantly lower at follow-up than before (right ventricle (846±179) Ω vs. (470±65) Ω, P<0.05, local sense: (832±246) Ω vs. (464±63) Ω, P<0.05). The CCM output percentage was (86.9±10.7) %, the output amplitude was (6.7±0.4) V, and the daily operating time was (8.6±1.0) h. LVEF was elevated compared to preoperative ((29.4±5.2) % vs. (38.3±4.3) %, P<0.05), the 6-minute walk test was significantly longer than before ((96.8±66.7)m vs. (289.3±121.7)m, P<0.05). No significant increase in the number of NYHA Class Ⅲ-Ⅳ patients was seen (7/9 vs. 2/9, P>0.05). The patient was not re-hospitalised for worsening heart failure symptoms, had no malignant arrhythmic events and experienced significant relief of symptoms such as chest tightness and shortness of breath. No postoperative complications related to pocket hematoma, pocket infection and rupture, electrode detachment, valve function impairment, pericardial effusion, or cardiac perforation were found. Conclusions:CCM has better short-term safety and efficacy in patients with heart failure.

Objective:To investigate the correlation between early recurrence and late recurrence within 48 hours after catheter ablation of atrial fibrillation.Methods:A retrospective analysis was conducted on atrial fibrillation patients who underwent catheter ablation at the Heart Center of the First Affiliated Hospital of Xinjiang Medical University from April 2020 to November 2021. Preoperative examinations and baseline data of patients were collected. After surgery, the patient was given continuous electrocardiogram monitoring for 48 hours to observe whether there was early recurrence of atrial fibrillation. Follow up visits were conducted at 3, 6, 9, and 12 months after surgery to observe whether there were atrial fibrillation events. The impact of extremely early recurrence on late recurrence free atrial fibrillation was analyzed using Kaplan Meier curves, and the predictive value of extremely early recurrence and other indicators for late atrial fibrillation recurrence was evaluated using Cox proportional hazards models and receiver operating characteristic (ROC) curves.Results:A total of 96 patients who underwent catheter ablation for atrial fibrillation for the first time were included in this study, with an age of (60.2±12.6)years. Among them, 46 patients (47.92%) experienced very early recurrence within 48 hours after surgery. During the 1-year follow-up, 16 patients in the very early recurrence group experienced late recurrence, which was statistically significant compared to the very early non recurrence group ( P=0.003). The proportion of persistent atrial fibrillation was higher in patients with very early recurrence (32.6% vs 8.0%, P=0.006), and more patients with late recurrence (34.8% vs 8.0%, P=0.003). The left atrial diameter was larger [(40.28±4.72)mm vs (37.10±4.35)mm, P=0.001]. The Kaplan Meier curve showed that compared with the very early non recurrence group, the late recurrence rate of patients in the very early recurrence group was significantly higher (Long rank P=0.001 6). Cox single factor regression analysis showed that very early recurrence, age increase, increased left atrial diameter, hypertension and diabetes were risk factors for late recurrence (all P<0.2). Multivariate regression analysis suggested that extremely early recurrence was an independent risk factor for late recurrence ( HR=3.99, 95% CI: 1.22-13.06, P=0.021). The area under the ROC curve for predicting late recurrence after catheter ablation of atrial fibrillation with extremely early recurrence was 0.703, and the negative predictive value was 0.920. Conclusions:Early recurrence within 48 hours after catheter ablation of atrial fibrillation is an independent risk factor for late recurrence and has good predictive value.

Objective Based on HMGB1/TLR4/NF-κB pathway,to investigate the effects of Shenqi Yiliu decoction combined with cisplatin on H22 liver cancer tumor mice and the effects of related immune indicators.Methods 50 SPF grade male KM mice,10 mice were taken as blank group by random number table method,and the other 40 mice were replicated as H22 hepatocellular carcinoma tumor-bearing mice model.After successful replication of the model,the model mice were randomly divided into model group,cisplatin group(2.5×10-3 g·kg-1),Shenqi Yiliu decoction TCM group(27.03 g·kg-1),and Shenqi Yiliu decoction TCM(27.03 g·kg-1)combined with cisplatin(2.5×10-3 g·kg-1),10 mice in each group were treated for 13 d.Determine tumor suppression rate,spleen index and thymus index;HE observes changes in oncology pathology;streaming cells detect the level of CD4+T,CD8+T cells in the spleen tissue;PT-PCR and WB method detect genes and protein expression related to HMGB1/TLR4/NF-κB signaling pathways in tumor tissues.Results ①Compared with the blank group,the mean body mass and mouse spleen index,thymus index,CD4+ T cell level and CD4+T/CD8+T value were significantly lower and CD8+T cell level was higher in the model group(P<0.05);②Compared with the model group,the mean tumor mass decreased(P<0.05),tumor volume decreased(P<0.05),and body mass increased(P<0.05)in each treatment group,and the spleen index,thymus index,CD4+T cell level and CD4+T/CD8+T ratio increased and CD8+T cell level decreased in both the Chinese medicine group and the combination group,and the treatment effect was significant in the Chinese medicine group(P<0.05),and HMGB1,TLR4,MyD88,NF-κB mRNA and protein expression in tumor tissues of mice were reduced,and the effect was significant in the combined group(P<0.05).③Compared with the cisplatin group,HMGB1,TLR4,MyD88,NF-κB mRNA and protein expression were reduced in the tumor tissues of mice in the combination group(P<0.05).④HMGB1,TLR4,MyD88,NF-κB mRNA and protein expression in tumor tissues of mice in the combined group were reduced compared with those in the Chinese medicine group(P<0.05).Conclusion Shenqi Yiliu decoction combined with cisplatin can effectively inhibit tumor growth and improve related immune indexes in H22 hepatocellular carcinoma tumor-bearing mice,and the mechanism may be related to the inhibition of HMGB1/TLR4/NF-κB signaling pathway activation.

Central Asia is an important hub connecting the Asian continent and European continent, and one of the key regions for China's foreign exchange and cooperation in Traditional Chinese Medicine (TCM). Central Asian countries have relatively backward medical conditions, and TCM has become an important part of local healthcare. Regulations on traditional/complementary and alternative medicine have been issued in Kyrgyzstan, Kazakhstan and Tajikistan; acupuncture and moxibustion has been covered by medical insurance in Kyrgyzstan; TCM has existed in other Central Asian countries in form of folk medicine. Central Asian countries are extremely rich in medicinal plant resources, but weak in foundation of pharmaceutical industry. Chinese government has signed cooperation agreements on TCM with many Central Asian countries, and the practical cooperation in the field of traditional medicine have continued to expand. At present, the development of TCM in Central Asian countries still faces problems such as weak foundation for the development and utilization of medicinal materials, shortage of professionals talents in TCM education and small scale of TCM clinics. In view of the above, in order to promote the dissemination and development of TCM in Central Asian countries, it is recommended that relevant units promote the establishment of joint laboratories or research centers of Chinese materia medica; give full play to local resource advantages and promote the development of medicinal plant industry; to strengthen the construction of overseas centers of TCM; actively carry out joint education or further education projects, and cultivate localized senior talents.