Objective To explore the efficiency improvement in segmenting neural network with the application of Transformer + U-Net artificial intelligence (AI) and modeling with the application of Python scripts in three-dimensional (3D) printing brachytherapy. Methods A Transformer + U-Net AI neural network model was constructed, and Adam optimizer was used to ensure rapid gradient descent. Computed tomography or magnetic resonance imaging data of patients were standardized and processed as self-made data sets. The training set was used to train AI and the optimal result weight parameters were saved. The test set was used to evaluate the AI ability. Python programming language was used to write an automated script to obtain the output segmentation image and convert it to the STL file for import. The source applicator and needle could be automatically modeled. The time of automatic segmentation and modeling and the time of manual segmentation and modeling were entered by two people, and the difference was verified by paired t-test. Results Dice similarity coefficient (DSC), mean intersection over union (MIOU), and Hausdorff distance (HD95) were used for evaluation. DSC was 0.9341, MIOU was 0.8762, and mean HD95 was 2.516. The mean time of manual segmentation was 1187 s, and the mean time of AI segmentation was 145 s (P < 0.01). The mean time of manual modeling was 321 s, and the mean time of modeling with Python automated scripts was 18 s (P < 0.01). Conclusion The application of Transformer + U-Net automatic segmentation and Python automated scripts can effectively improve work efficiency in the 3D printing brachytherapy for cervical cancer.

Objective　To investigate the role of granulocyte-macrophage colony-stimulating factor (GM-CSF) deficiency in the pathogenesis of Exophiala oligosperma (E. oligosperma) infection, a dematiaceous fungus, aiming to provide new insights and evidence for the treatment of dematiaceous fungal infections. Methods　C57BL/6 wild-type (WT) mice and Csf2 gene knockout (KO) mice (C57BL/6 background) were selected. Using E. oligosperma isolated from patients with caspase recruitment domain-containing protein 9 (CARD9) gene deficiency, a murine subcutaneous infection model was established to simulate the human infection route. The natural progression of infection in the mice was observed for six weeks, with skin lesion tissues collected at appropriate time points for pathological analysis and monitoring immune responses. Results　Both WT and Csf2 KO mice exhibited spontaneous pathogen clearance and gradual recovery of foot tissue appearance during the progression of infection, with a 100% survival rate at the end of observation. Compared to WT mice, Csf2 KO mice showed reduced footpad swelling at 1 and 2 weeks post-infection (t=4.674, t=5.961, P<0.01). Fungal clearance in Csf2 KO mice was delayed, with fungal colonies still detectable in lesion tissues at week 4, and Periodic Acid-Schiff (PAS)-positive fungal spores observed in histopathological sections. There was no significant difference found in macrophage infiltration between WT and Csf2 KO mice during the early stages of infection (1-2 weeks) (P>0.05), while neutrophil infiltration was significantly reduced in Csf2 KO mice at week 2 (t=3.287, P<0.01). In addition, Csf2 KO mice exhibited lower levels of IL-6 and IL-1β in foot lesion homogenates at week 1 (t=4.686, t=4.102, P<0.05). Conclusions　This study demonstrated that GM-CSF deficiency delays pathogenic fungi clearance, prolongs the disease course and affects early inflammatory cytokine production as well as neutrophil infiltration during the early stages of fungal infections.

Hydroxyectoine, a vital compatible solute, is widely utilized in cosmetics, food, pharmaceutical industries, and biologics. However, the current microbial fermentation methods for hydroxyectoine production face challenges including insufficient precursor supply and low yields. Therefore, developing engineering microbial strains capable of efficiently synthesizing hydroxyectoine is of great significance. In this study, we first constructed a high-yield ectoine-producing strain ECT04 by multi-copy integration of the ectoine synthesis genes ectABC into the pseudogene loci of Escherichia coli MG1655(DE3), achieving an ectoine titer of 6.03 g/L. Subsequently, we employed plasmids with varying copy numbers to express ectD from Chromohalobacter salexigens to enable the conversion for hydroxyectoine production. We further investigated the effects of promoter, co-substrate ɑ-ketoglutarate, Fe²⁺ concentration, and dissolved oxygen on hydroxyectoine synthesis. Through fed-batch fermentation in a 7-L bioreactor, we significantly enhanced the hydroxyectoine production efficiency, attaining a final titer of 8.58 g/L and a productivity of 0.24 g/(L·h). This work successfully achieved the de novo synthesis of hydroxyectoine in E. coli, laying a foundation for the efficient bioproduction of this compound.
Escherichia coli/genetics* ; Fermentation ; Amino Acids, Diamino/biosynthesis* ; Bioreactors/microbiology* ; Metabolic Engineering/methods* ; Chromohalobacter/genetics* ; Plasmids/genetics*

Objective:To understand the medical care of patients with sporadic Creutzfeldt-Jakob disease in China and its relationship with survival time.Methods:A retrospective analysis was performed on data of 150 patients with sporadic Creutzfeldt-Jakob disease diagnosed by China′s Creutzfeldt-Jakob Disease Surveillance Network during the period of January 1, 2021 to December 31, 2022 in this study, and telephone follow-up with family members was used to obtain information of the patients′ care, treatment, and survival after diagnosis. Survival was estimated by life table method, median survival time and 95% confidence interval ( CI) were calculated by Kaplan-Meier method, log-rank method was used to compare the difference in survival time between different groups, and multifactorial analysis was performed by COX proportional risk regression model regarding the influencing factors on patients′ survival time. Results:The median survival time of 150 patients with sporadic Creutzfeldt-Jakob disease was 6 months, and the cumulative lifetime survival rates at 2, 6, 12, and 18 months were 62%, 39%, 22%, and 9%, respectively. The result of univariate analysis showed that the differences in survival time between groups with the presence or absence of cortical blindness in the first symptom, the presence or absence of respiratory support (oxygen therapy), the presence or absence of adjunctive medication, and the presence or absence of tube feeding (nasogastric) were meaningful ( P<0.1). Multifactorial COX regression analysis showed that the risk of death in patients without adjuvant medication was 1.429 times higher than that in patients with adjuvant medication (95.0% CI: 1.014-2.014), and the risk of death in patients without tube feeding (nasal feeding) was 1.479 times higher than that in patients with tube feeding (nasal feeding) (95% CI: 1.052-2.081). Conclusions:Whether or not adjuvant medication is administered and whether or not tube feeding (nasogastric) is used are factors that affect survival time in patients with sporadic Creutzfeldt-Jakob disease, and the administration of appropriate adjuvant medication and tube feeding (nasogastric) may contribute to prolonging survival time in patients with sporadic Creutzfeldt-Jakob disease.

Chinese materia medica and its compound formulas have the characteristics of multi-component,multi-target,and multi pathway effects,and have unique advantages in preventing and treating complex diseases.Network pharmacology explains disease patterns and drug mechanisms from the perspective of complex biological networks,and explores the pharmacological substance basis and target of Chinese medicine.This article summarized the application of network pharmacology from the aspects of biological basis of TCM syndrome,the substance basis and pharmacological mechanism of TCM,compatibility theory of TCM compound formulas,etc.,with the purpose to provide a reference for the research and application of network pharmacology in TCM.

Objective To explore the application value of polidocanol foam combined with absolute ethanol in the treatment of lower extremity venous malformation(VM)in children.Methods The clinical data of 20 children with lower extremity VM were analyzed retrospectively.All of these children were diagnosed with VM of lower extremity by MRI and were treated with digital subtraction angiography(DSA)guided percutaneous sclerotherapy.Different hardening agents were selected according to the classification,the size of the lesion range and the flow rate during the operation.The VM with small lesions range,shallow location and slower velocity were treated with polidocanol foam only,while the VM with larger lesion range and faster velocity were combined treated with abso-lute ethanol.Clinical symptoms and MRI were used to evaluate the curative effect one month after operation.Results Twenty chil-dren received sclerotherapy.After the treatment,15 cases were cured,3 cases showed significantly effective,and 2 cases were effec-tive.Some of the children had pain and swelling of different degrees within 48 hours after operation,who were given symptomatic treatment,and the symptoms disappeared in the short time.The skin of the lesion ulcerated in one case and the ulceration healed after treatment.Conclusion Polidocanol foam combined with absolute ethanol is safe and effective in the treatment of lower extremity VM in children,and the combination can improve the curative effect and reduce the occurrence of postoperative complications.

Objective To explore the clinical application value of interventional embolization in the treatment of giant infant parotid hemangioma.Methods The clinical data of 17 cases of giant infant parotid hemangioma were analyzed retrospectively.All childrens were performed relevant preoperative examination and CT enhancement examination,with no absolute contraindications for the treat-ment.Interventional embolization was performed under static aspiration compound anesthesia,propranolol was given orally on the same postoperative day.One month after surgery,the clinical effect was evaluated according to the clinical symptoms and ultrasound examination.Results A total of 18 interventional embolization were performed on 17 childrens,who were followed up for 6 months after surgery.The tumor body shrank by more than 80％,after treatment,the child had a symmetrical facial face,no soft tissue rupture,and normal skin color with no impairment of the parotid gland and facial nerve function.Conclusion Interventional embolization is safe and effective in the treatment of giant infant parotid hemangioma,and can become one of the preferred treatment methods for giant infant parotid hemangioma.

Background::Carotid intima-media thickness (IMT) and diameter, stiffness, and wave reflections, are independent and important clinical biomarkers and risk predictors for cardiovascular diseases. The purpose of the present study was to establish nationwide reference values of carotid properties for healthy Chinese adults and to explore potential clinical determinants.Methods::A total of 3053 healthy Han Chinese adults (1922 women) aged 18-79 years were enrolled at 28 collaborating tertiary centers throughout China between April 2021 and July 2022. The real-time tracking of common carotid artery walls was achieved by the radio frequency (RF) ultrasound system. The IMT, diameter, compliance coefficient, β stiffness, local pulse wave velocity (PWV), local systolic blood pressure, augmented pressure (AP), and augmentation index (AIx) were then automatically measured and reported. Data were stratified by age groups and sex. The relationships between age and carotid property parameters were analyzed by Jonckheere-Terpstra test and simple linear regressions. The major clinical determinants of carotid properties were identified by Pearson’s correlation, multiple linear regression, and analyses of covariance.Results::All the parameters of carotid properties demonstrated significantly age-related trajectories. Women showed thinner IMT, smaller carotid diameter, larger AP, and AIx than men. The β stiffness and PWV were significantly higher in men than women before forties, but the differences reversed after that. The increase rate of carotid IMT (5.5 μm/year in women and 5.8 μm/year in men) and diameter (0.03 mm/year in both men and women) were similar between men and women. For the stiffness and wave reflections, women showed significantly larger age-related variations than men as demonstrated by steeper regression slopes (all P for age by sex interaction <0.05). The blood pressures, body mass index (BMI), and triglyceride levels were identified as major clinical determinants of carotid properties with adjustment of age and sex. Conclusions::The age- and sex-specific reference values of carotid properties measured by RF ultrasound for healthy Chinese adults were established. The blood pressures, BMI, and triglyceride levels should be considered for clinical application of corresponding reference values.

Inguinal hernia is one of the most common diseases of general surgeons, which is the result of congenital factors, changes in collagen metabolism, post-prostatectomy, genetics and other factors. Surgery is an effective means of treatment, but the best surgical method is still uncertain. Open tension-free hernia repair is widely welcomed by surgeons because of its simple operation, short learning curve and low recurrence rate.Laparoscopic hernia repair has developed rapidly due to its advantages of less trauma, less postoperative pain, faster postoperative recovery and fewer surgery-related complications.Robotic surgery is comparable to laparoscopic surgery but is more expensive. Appropriate anesthesia and mesh selection can reduce postoperative complications and improve patients′ quality of life. In this paper, the risk factors, surgical methods, anesthesia methods, and the selection of mesh in adult inguinal hernia were reviewed based on relevant studies at home and abroad in recent years.

Objective To investigate the survival time of patients diagnosed with sporadic Creutzfeldt-Jakob disease in China between 2020 and 2022 and explore the associated factors influencing survival.Methods A retrospective analysis was conducted on clinically diagnosed cases with complete information on sporadic Creutzfeldt-Jakob dis-ease diagnosed by the China Creutzfeldt-Jakob disease surveillance network from 2020 to 2022,baseline information of patients was obtained from the case files,telephone follow-up was used to obtain the treatment and survival status of the patients after the diagnosis,life-table method was used for estimating the survival rate,Kaplan-Meier method was used for calculating the median survival time and the 95％CI,Cox regression model was used for univariate and multivariate analyses were used to screen for factors influencing survival time.Results The median survival time of the 300 patients was 5 months(95％CI:4.165-5.835).Univariate analysis revealed that factors such as age at onset,regional distribution,presence of corticobasal or extrapyramidal symptoms as initial manifestations,number of initial symptoms,presence of corticobasal or extrapyramidal functional abnormalities,number of major clinical manifestations,presence of typical electroencephalogram findings,and use of nasal feeding during the course of the disease were potential factors influencing survival time(P＜0.1).Multivariate analysis showed that the risk of death in patients with onset age＞65 years was 1.350 times higher than in patients with onset age ≤65 years(P=0.021,95.0％CI:1.046-1.742).Patients without pyramidal or extrapyramidal dysfunction had a 0.674-fold lower risk of death compared to those with these symptoms(P=0.020,95.0％CI:0.483-0.939).Patients who did not receive nasal feeding had a 1.817-fold higher risk of death compared to those who did(P＜0.001,95.0％CI:1.406-2.349).Conclusion Age at onset,the presence of pyramidal or extrapyramidal functional abnormalities,and the use of nasal feeding during the disease course are factors influencing the survival time of pa-tients clinically diagnosed with sCJD.