Objective A survival outcome prediction model for postoperative pancreatic cancer patients was constructed by applying large-scale data based on the new version of American Joint Committee on Cancer(AJCC)staging using different machine learning algorithms.Methods Based on the Surveillance,Epidemiology,and End Results(SEER)database,synthetic minority over-sampling technique(SMOTE)and synthetic minority over-sampling technique and edited nearest neighbors(SMOTE-ENN)algorithms were used to process unbalanced data,random forest,support vector machine,decision tree,and extreme gradient boosting(XGBoost)algorithms were used to build and compare prognostic models,and Shapley additive explanation(SHAP)was introduced to interpret the models.Results The SMOTE-ENN combined with XGBoost model had the best performance(accuracy rate was 86.2％,precision rate was 95.2％,recall rate was 71.2％,F1 value was 0.762,area under the curve was 0.884,Brier score was 0.108).The calibration curve and decision curve respectively showed that this model had good calibration effect and high clinical application value.In addition,SHAP analysis showed that the most important impact on prognostic outcomes was N stage.Conclusion The XGBoost model has the best performance and can be used as a new high-performance postoperative prognosis prediction model under AJCC staging that conforms to the current clinical staging system,providing theoretical support for predicting postoperative patient survival outcomes and formulating personalized treatment plans.

Endoscopic retrograde cholangiopancreatography(ERCP),as an advanced endoscopic diagnostic and therapeutic technique,plays an important role in clinical practice.However,due to its complex operation and high technical requirements,it may lead to a series of severe complications,among which perforation is an important issue of concern.Perforation not only increases pain and treatment difficulty,but also threatens the life of patients.In order to guarantee good clinical outcomes,it is necessary to further improve the standard processes for the prediction,diagnosis,and management of perforation due to ERCP.This article discusses the risk factors,diagnostic methods,preventive measures,and treatment strategies for ERCP-related gastrointestinal perforation,in order to provide a reference for identifying high-risk populations and developing individualized treatment regimens in clinical practice.

Endoscopic retrograde cholangiopancreatography （ERCP）， as an advanced endoscopic diagnostic and therapeutic technique， plays an important role in clinical practice. However， due to its complex operation and high technical requirements， it may lead to a series of severe complications， among which perforation is an important issue of concern. Perforation not only increases pain and treatment difficulty， but also threatens the life of patients. In order to guarantee good clinical outcomes， it is necessary to further improve the standard processes for the prediction， diagnosis， and management of perforation due to ERCP. This article discusses the risk factors， diagnostic methods， preventive measures， and treatment strategies for ERCP-related gastrointestinal perforation， in order to provide a reference for identifying high-risk populations and developing individualized treatment regimens in clinical practice.

Objective:To study the incidence and epidemiological characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province.Methods:From 2018 to 2023, data on tsutsugamushi disease cases reported by various medical institutions at all levels in Ankang City were collected through the China Disease Prevention and Control Information System. At the same time, individual epidemiological investigation of reported cases was carried out, and electronic medical records of patients were retrieved to verify their diagnosis. In 2023, the rodents and chigger mites were monitored in 3 townships with high incidence of tsutsugamushi disease in Ankang City by night clamping method, and the chigger mites rate and chigger mites index were calculated. Blood, liver, spleen and kidney samples of rodents were collected, DNA of blood and organ mixture was extracted, and quantitative real-time PCR was used to detect Orientia tsutsugamushi. Results:A total of 330 cases of tsutsugamushi disease were reported in Ankang City from 2018 to 2023, and the reported incidence rate increased from 0.56/100 000 in 2018 to 5.02/100 000 in 2023. Among them, 139 were males and 191 were females, with a sex ratio of 0.73∶1.00. The age was mainly 45 - 70 years old, accounting for 81.52% (269/330). The occupation was mainly farmers, accounting for 86.97% (287/330). The onset time was mainly concentrated from April to October, with a total of 317 cases, accounting for 96.06% (317/330). The main clinical manifestations were fever (93.20%, 274/294), ulcer or eschar (75.85%, 223/294), headache (44.56%, 131/294), and lymph node enlargement (44.22%, 130/294). The misdiagnosis rate at the first diagnosis was 73.81% (217/294). A total of 452 rodents were captured, of which 91 rodents carried chigger mites, and chigger mites rate was 20.13% (91/452). A total of 1 463 chigger mites were captured, and the chigger mites index was 3.24 (1 463/452). Quantitative real-time PCR was performed on blood and organ mixture samples collected from 452 rodents, and one of the organ mixture samples tested positive for Orientia tsutsugamushi. Conclusions:The incidence of tsutsugamushi disease in Ankang City is relatively high, and the overall incidence is on the rise. The cases are mainly female, middle-aged and elderly, and farmers, with a high misdiagnosis rate at the first diagnosis. There are chigger mites in rodents in townships with high incidence of tsutsugamushi disease.

Objective A survival outcome prediction model for postoperative pancreatic cancer patients was constructed by applying large-scale data based on the new version of American Joint Committee on Cancer(AJCC)staging using different machine learning algorithms.Methods Based on the Surveillance,Epidemiology,and End Results(SEER)database,synthetic minority over-sampling technique(SMOTE)and synthetic minority over-sampling technique and edited nearest neighbors(SMOTE-ENN)algorithms were used to process unbalanced data,random forest,support vector machine,decision tree,and extreme gradient boosting(XGBoost)algorithms were used to build and compare prognostic models,and Shapley additive explanation(SHAP)was introduced to interpret the models.Results The SMOTE-ENN combined with XGBoost model had the best performance(accuracy rate was 86.2％,precision rate was 95.2％,recall rate was 71.2％,F1 value was 0.762,area under the curve was 0.884,Brier score was 0.108).The calibration curve and decision curve respectively showed that this model had good calibration effect and high clinical application value.In addition,SHAP analysis showed that the most important impact on prognostic outcomes was N stage.Conclusion The XGBoost model has the best performance and can be used as a new high-performance postoperative prognosis prediction model under AJCC staging that conforms to the current clinical staging system,providing theoretical support for predicting postoperative patient survival outcomes and formulating personalized treatment plans.

Objective:To study the incidence and epidemiological characteristics of tsutsugamushi disease in Ankang City, Shaanxi Province.Methods:From 2018 to 2023, data on tsutsugamushi disease cases reported by various medical institutions at all levels in Ankang City were collected through the China Disease Prevention and Control Information System. At the same time, individual epidemiological investigation of reported cases was carried out, and electronic medical records of patients were retrieved to verify their diagnosis. In 2023, the rodents and chigger mites were monitored in 3 townships with high incidence of tsutsugamushi disease in Ankang City by night clamping method, and the chigger mites rate and chigger mites index were calculated. Blood, liver, spleen and kidney samples of rodents were collected, DNA of blood and organ mixture was extracted, and quantitative real-time PCR was used to detect Orientia tsutsugamushi. Results:A total of 330 cases of tsutsugamushi disease were reported in Ankang City from 2018 to 2023, and the reported incidence rate increased from 0.56/100 000 in 2018 to 5.02/100 000 in 2023. Among them, 139 were males and 191 were females, with a sex ratio of 0.73∶1.00. The age was mainly 45 - 70 years old, accounting for 81.52% (269/330). The occupation was mainly farmers, accounting for 86.97% (287/330). The onset time was mainly concentrated from April to October, with a total of 317 cases, accounting for 96.06% (317/330). The main clinical manifestations were fever (93.20%, 274/294), ulcer or eschar (75.85%, 223/294), headache (44.56%, 131/294), and lymph node enlargement (44.22%, 130/294). The misdiagnosis rate at the first diagnosis was 73.81% (217/294). A total of 452 rodents were captured, of which 91 rodents carried chigger mites, and chigger mites rate was 20.13% (91/452). A total of 1 463 chigger mites were captured, and the chigger mites index was 3.24 (1 463/452). Quantitative real-time PCR was performed on blood and organ mixture samples collected from 452 rodents, and one of the organ mixture samples tested positive for Orientia tsutsugamushi. Conclusions:The incidence of tsutsugamushi disease in Ankang City is relatively high, and the overall incidence is on the rise. The cases are mainly female, middle-aged and elderly, and farmers, with a high misdiagnosis rate at the first diagnosis. There are chigger mites in rodents in townships with high incidence of tsutsugamushi disease.

AIM:To investigate the effects of the compound ANBP on wound healing in diabetic rats and ex-plore its mechanism of action.METHODS:Ninety male SD rats were randomly divided into blank,model,compound ANBP,Beifuxin,and nicotinamide mononucleotide(NMN)groups,with 16 rats in each group.Wound healing in each group was observed and samples were taken on days 3,7 and 14 to analyze the wound healing rate.Local histopathological changes were observed using HE and Masson staining.The expressions of pyruvate dehydrogenase E1 subunit alpha 1(PDHA1),citrate synthase(CS),isocitrate dehydrogenase(IDH1)and oxoglutarate dehydrogenase(OGDH)were de-tected through immunofluorescence and Western blot.The number and morphology of mitochondria in the wound tissue were observed using transmission electron microscopy.RESULTS:Histomorphological changes revealed significant im-provement in diabetic wound healing in the blank and compound ANBP groups compared to that of the model group.The wound healing rates of the blank,compound ANBP,Beifuxin,and NMN groups were significantly increased on days 3,7,and 14(P<0.01).Compared to the model group,granulation tissue generation was higher in the other groups,cover-ing the wound defect and producing abundant collagen fibers.At 3,7,and 14 days after intervention,the blank,com-pound ANBP,Beifuxin,and NMN groups showed significantly enhanced fluorescence intensities of TCA cycling-related enzymes PDHA1,CS,IDH1,and OGDH indicating increased expression of these enzymes.The levels of the TCA cy-cling-related enzymes were significantly increased(P<0.01)in the compound ANBP,Beifuxin and NMN groups but were significantly decreased(P<0.01)in the model group.An increase in the number and density of mitochondria and a de-crease in the cavitation rate of mitochondria with improved morphology(P<0.05)was observed in the group treated with compound ANBP.CONCLUSION:Compound ANBP may increase the number of mitochondria,improve mitochondrial morphology and function,upregulate the expression levels of PDHA1,CS,IDH1,and OGDH proteins,and accelerate the regeneration of wound granulation tissue,thus promoting the healing of diabetic wounds in rats.

Liver diseases are common in China and the incidence and mortality of primary liver cancer are among the top in the world. As one of the therapeutic methods for hepatocellular carcinoma (HCC), liver transplantation has become an important technique in hepatic surgery. Most of patients with HCC have progressed to stage B or C of Barcelona Clinic Liver Cancer staging when diagnosed. How to reduce the dropout rate of HCC patients due to the progression of tumor when waiting for liver transplantation, develop individualized immunosuppressant plans for HCC patients after liver transplantation, and accurately manage patients with HCC recurrence after liver transplan-tation are the current hotspots of research. The authors review the relevant literature, summarize the treatment experience, and discuss the hot issues in liver transplantation for HCC, in order to provide reference for related treatment.

OBJECTIVE: To analyze the clinical significance of combined newborn hearing and deafness gene screening in Yuncheng area of Shanxi Province. METHODS: Results of audiological examinations, including transient evoked otoacoustic emission and automatic discriminative auditory brainstem evoked potentials, for 6 723 newborns born in Yuncheng area from January 1, 2021 to December 31, 2021, were retrospectively analyzed. Those who failed one of the tests were considered to have failed the examination. A deafness-related gene testing kit was used to detect 15 hot spot variants of common deafness-associated genes in China including GJB2, SLC26A4, GJB3, and mtDNA12S rRNA. Neonates who had passed the audiological examinations and those who had not were compared using a chi-square test. RESULTS: Among the 6 723 neonates, 363 (5.40%) were found to carry variants. These have included 166 cases (2.47%) with GJB2 gene variants, 136 cases (2.03%) with SLC26A4 gene variants, 26 cases (0.39%) with mitochondrial 12S rRNA gene variants, and 33 cases (0.49%) with GJB3 gene variants. Among the 6 723 neonates, 267 had failed initial hearing screening, among which 244 had accepted a re-examination, for which 14 cases (5.73%) had failed again. This has yielded an approximate prevalence of hearing disorder of 0.21% (14/6 723). Among 230 newborns who had passed the re-examination, 10 (4.34%) were found to have carried a variant. By contrast, 4 out of the 14 neonates (28.57%) who had failed the re-examination had carried a variant, and there was a significant difference between the two groups (P < 0.05). CONCLUSION Genetic screening can provide an effective supplement to newborn hearing screening, and the combined screening can provide a best model for the prevention of hearing loss, which can enable early detection of deafness risks, targeted prevention measures, and genetic counseling to provide accurate prognosis for the newborns.
Infant, Newborn ; Humans ; Connexins/genetics* ; Retrospective Studies ; Deafness/genetics* ; Connexin 26/genetics* ; Neonatal Screening/methods* ; Mutation ; Genetic Testing/methods* ; China/epidemiology* ; Hearing ; DNA Mutational Analysis