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.

This study aims to establish a multiplex TaqMan fluorescence quantitative PCR(qPCR)assay for Pasteurella multocida(P.multocida).Specific primers and fluorescent labeling probes were designed based on the sequences of five podoplanar genes of P.multocida hyaC-hyaD,bcbD,dcbF,ecbJ,and fcbD in the NCBI database.We adjusted the annealing temperature by gradient setting,optimized the primer and probe concentrations by matrix method,constructed standard curves,and performed specificity,sensitivity and reproducibility tests,and finally established mul-tiplexed TaqMan qPCR assays for these five genes.The results showed that the established assay had a good linear relationship between the amplification curves.The sensitivity of this method was high,10-100 times higher than that of ordinary PCR;the specificity was strong,and there was no amplification curve in the DNA detection of eight pathogenic bacteria such as Bacillus,Proteus mirabilis,Staphylococcus aureus,and Rhizoctonia rad iodurans.This assay had a good linear rela-tionship,and the coefficients of variation for Ct values of the inter-and intra-group reproducibility tests were all less than 3％,and the detection rate of this assay was 11.25％higher than the con-ventional PCR assay through the detection of 90 clinical samples.The method established in this study is able to detect P.multocida rapidly and sensitively,which is important for its rapid clinical and laboratory diagnosis.

Objective: The study aimed to investigate the role of N6-methyladenosine (m6A) modification in spinal cord injury (SCI) and its underlying mechanism, focusing on the interplay between m6A methyltransferase-like 3 (METTL3), miR-30c, and autophagy-related proteins. Methods: An SCI model was established in rats, and changes in autophagy-related proteins, m6A methylation levels, and miR-30c levels were analyzed. Hydrogen peroxide (H2O2)-stimulated spinal cord neuron cells (SCNCs) were used to assess the impact of METTL3 overexpression. The effects of STM2457, an antagonist of METTL3, were evaluated on cell viability, apoptosis, and autophagy markers in H2O2-stimulated SCNCs. Results: In the SCI model, decreased levels of autophagy markers and increased m6A methylation, miR-30c levels, and METTL3 were observed. Overexpression of METTL3 in SCNCs led to reduced cell viability, increased apoptosis, and suppressed autophagy. Conversely, co-overexpression of autophagy-related protein 5 (ATG5) or miR-30c inhibition reversed these effects. Knocking out METTL3 yielded opposite results. STM2457 treatment improved cell viability, reduced apoptosis, and upregulated autophagy markers in SCNCs, which also enhanced functional recovery in rats as measured by the Basso-Beattie-Bresnahan score and inclined plate test. Conclusion STM2457 alleviated SCI by suppressing METTL3-mediated m6A modification of miR-30c, which in turn induces ATG5-mediated autophagy. This study provides insights into the role of m6A modification in SCI and suggests a potential therapeutic approach through targeting METTL3.

Objective:To evaluate the role of microRNA-149-5p (miR-149-5p) in resveratrol-induced reduction of lipopolysaccharide (LPS)-induced cardiomyocyte injury in rats.Methods:Rat cardiomyocyte cell line H9C2 was cultured and then divided into 5 groups ( n=27 each) using a random number method: control group (C group), LPS group, resveratrol group (RSV group), miR149-5p inhibitor negative control group (LRN group), and miR149-5p inhibitor group (LRI group). A cardiomyocyte injury model was prepared by incubating cells with culture medium containing 10 μg/ml LPS for 24 h. RSV group was incubated with resveratrol (final concentration of 10 μmol/L) for 24 h, followed by incubation with culture medium containing 10 μg/ml LPS for another 24 h. LRN group and LRI group were transfected with miR149-5p inhibitor negative control and miR149-5p inhibitor, respectively, and then the other treatments were similar to those previously described in RSV group. The cell viability was measured by CCK-8 assay, the apoptosis rate by flow cytometry, the concentration of lactate dehydrogenase (LDH) and content of glutathione (GSH) in the supernatant by microplate method, the content of malondialdehyde (MDA) by TBA reaction method, the activity of superoxide dismutase (SOD) by WST-1 method, the level of reactive oxygen species (ROS) by DCFH-DA fluorescent probe, the concentrations of tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6) in the supernatant by enzyme-linked immunosorbent assay, and the expression of miR-149-5p by quantitative real-time polymerase chain reaction. Results:Compared with C group, the expression of miR-149-5p was significantly down-regulated, the cell viability was decreased, the concentrations of LDH, TNF-α and IL-6 in supernatant, apoptosis rate, ROS level and MDA content were increased, and the GSH content and SOD activity were decreased in LPS group ( P<0.05). Compared with LPS group, the expression of miR-149-5p was significantly up-regulated, the cell viability was increased, the concentrations of LDH, TNF-α and IL-6 in supernatant, apoptosis rate, ROS level and MDA content were decreased, and the GSH content and SOD activity were increased in RSV group ( P<0.05). Compared with RSV group or LRN group, the expression of miR-149-5p was significantly down-regulated, the cell viability was decreased, the concentrations of LDH, TNF-α and IL-6 in supernatant, apoptosis rate, ROS level and MDA content were increased, and the GSH content and SOD activity were decreased in LRI group ( P<0.05). Conclusions:The mechanism by which resveratrol alleviates LPS-induced cardiomyocyte injury is associated with the up-regulation of miR-149-5p expression and inhibition of cell apoptosis, oxidative stress and inflammatory responses in rats.

Objective: The study aimed to investigate the role of N6-methyladenosine (m6A) modification in spinal cord injury (SCI) and its underlying mechanism, focusing on the interplay between m6A methyltransferase-like 3 (METTL3), miR-30c, and autophagy-related proteins. Methods: An SCI model was established in rats, and changes in autophagy-related proteins, m6A methylation levels, and miR-30c levels were analyzed. Hydrogen peroxide (H2O2)-stimulated spinal cord neuron cells (SCNCs) were used to assess the impact of METTL3 overexpression. The effects of STM2457, an antagonist of METTL3, were evaluated on cell viability, apoptosis, and autophagy markers in H2O2-stimulated SCNCs. Results: In the SCI model, decreased levels of autophagy markers and increased m6A methylation, miR-30c levels, and METTL3 were observed. Overexpression of METTL3 in SCNCs led to reduced cell viability, increased apoptosis, and suppressed autophagy. Conversely, co-overexpression of autophagy-related protein 5 (ATG5) or miR-30c inhibition reversed these effects. Knocking out METTL3 yielded opposite results. STM2457 treatment improved cell viability, reduced apoptosis, and upregulated autophagy markers in SCNCs, which also enhanced functional recovery in rats as measured by the Basso-Beattie-Bresnahan score and inclined plate test. Conclusion STM2457 alleviated SCI by suppressing METTL3-mediated m6A modification of miR-30c, which in turn induces ATG5-mediated autophagy. This study provides insights into the role of m6A modification in SCI and suggests a potential therapeutic approach through targeting METTL3.

Objective: The study aimed to investigate the role of N6-methyladenosine (m6A) modification in spinal cord injury (SCI) and its underlying mechanism, focusing on the interplay between m6A methyltransferase-like 3 (METTL3), miR-30c, and autophagy-related proteins. Methods: An SCI model was established in rats, and changes in autophagy-related proteins, m6A methylation levels, and miR-30c levels were analyzed. Hydrogen peroxide (H2O2)-stimulated spinal cord neuron cells (SCNCs) were used to assess the impact of METTL3 overexpression. The effects of STM2457, an antagonist of METTL3, were evaluated on cell viability, apoptosis, and autophagy markers in H2O2-stimulated SCNCs. Results: In the SCI model, decreased levels of autophagy markers and increased m6A methylation, miR-30c levels, and METTL3 were observed. Overexpression of METTL3 in SCNCs led to reduced cell viability, increased apoptosis, and suppressed autophagy. Conversely, co-overexpression of autophagy-related protein 5 (ATG5) or miR-30c inhibition reversed these effects. Knocking out METTL3 yielded opposite results. STM2457 treatment improved cell viability, reduced apoptosis, and upregulated autophagy markers in SCNCs, which also enhanced functional recovery in rats as measured by the Basso-Beattie-Bresnahan score and inclined plate test. Conclusion STM2457 alleviated SCI by suppressing METTL3-mediated m6A modification of miR-30c, which in turn induces ATG5-mediated autophagy. This study provides insights into the role of m6A modification in SCI and suggests a potential therapeutic approach through targeting METTL3.

Objective:To investigate the expression of serum human epididymal protein 4 (HE4) in colorectal cancer patients and its relationship with recurrence and metastasis.Methods:A prospective study was conducted to collect 100 patients with colorectal cancer admitted to the First Affiliated Hospital of Hebei North University from January to December 2018 as the observation group, and 50 healthy volunteers as the control group. All patients underwent radical surgery for colorectal cancer, and serum samples were collected before surgery. Enzyme linked immunosorbent assay (ELISA) was used to detect serum HE4 levels, and the relationship between serum HE4 levels and clinical pathological characteristics in the observation group was analyzed. The relationship between preoperative serum HE4 levels and postoperative recurrence and metastasis of colorectal cancer in the observation group was also analyzed. The COX proportional risk model was used to analyze the influencing factors of postoperative recurrence and metastasis of colorectal cancer, and the receiver operating characteristic (ROC) curve was drawn to analyze the predictive value of preoperative serum HE4 levels in the observation group for postoperative recurrence and metastasis of colorectal cancer.Results:The serum HE4 level in the observation group was significantly higher than that in the control group, and the difference was statistically significant ( P<0.05). The serum HE4 levels in patients with low differentiation were higher than those in patients with medium and high differentiation, while those with lymph node metastasis had higher serum HE4 levels than those without lymph node metastasis (all P<0.05). The postoperative recurrence and metastasis rate of colorectal cancer in patients with low serum HE4 levels was significantly lower than that in patients with high levels ( P<0.05). The COX proportional risk model showed that differentiation degree, lymph node metastasis, and serum HE4 levels were influencing factors for postoperative recurrence and metastasis of colorectal cancer (all P<0.05). The sensitivity and specificity of preoperative serum HE4 levels in predicting postoperative recurrence and metastasis of colorectal cancer were 72.7% and 73.1%, respectively. Conclusions:Serum HE4 is highly expressed in colorectal cancer and is closely related to postoperative recurrence and metastasis of colorectal cancer.

Objective To investigate the risk warning indicators for postoperative admission to the intensive care unit(ICU)in patients with ureteral calculi combined with urinary sepsis.Methods The clinical data of 288 patients with ureteral calculi combined with sepsis diagnosed and treated in the First Hospital of Fujian Medical University from October 2020 to October 2023 were retrospectively analyzed,including gender,age,length of hospitalization,clinical conditions[body mass index(BMI),diabetes,hypertension,systemic inflammatory response syndrome(SIRS)score,sequential organ failure assessment(SOFA),quick SOFA(qSOFA)],general indicators[white blood cell count(WBC),body temperature,respiratory rate,heart rate],and degree of hydronephrosis.The patients were divided into two groups:those admitted to the ICU and those not admitted to the ICU after the operation.The differences in the above clinical data between the two groups of patients were compared.Univariate and multivariate Logistic regression analyses were used to screen out the risk factors affecting the admission of patients with ureteral calculi combined with sepsis to the ICU,and the receiver operator characteristic curve(ROC curve)of the subjects was plotted to analyze the predictive efficacy of each risk factor on the admission of patients to the ICU.Results Finally,263 patients were enrolled,out of which 43 patients(16.35％)were admitted to ICU,and all patients recovered and were discharged.Compared with the group not admitted to the ICU,the length of hospitalization in the group admitted to the ICU was significantly longer(days:8.42±1.50 vs.5.51±1.19),and the proportion of patients with diabetes mellitus,the SIRS score,the SOFA score,the qSOFA score,the proportion of patients with body temperatures>39.4℃ or<35.8℃,respiratory rate>20 beats/min,heart rate>90 bpm,and the proportion of patients with severe hydronephrosis were all significantly higher[diabetes mellitus:44.19％(19/43)vs.27.27％(60/220),SIRS scores:3(2,4)vs.2(1,3),SOFA score:7(5,9)vs.4(3,6),qSOFA score:2(1,3)vs.0(0,1),and body temperature>39.4℃ or<35.8℃:44.19％(19/43)vs.25.91％(57/220),respiratory rate>20 beats/min:37.21％(16/43)vs.21.82％(48/220),heart rate>90 bpm:48.84％(21/43)vs.29.55％(65/220),severe hydronephrosis:72.09％(31/43)vs.17.28％(38/220),all P<0.05].Multivariate Logistic regression analyses showed that SOFA score,qSOFA score,and degree of hydronephrosis were independent risk factors for admission to the ICU,with odds ratios(OR)of 1.486,3.546,and 4.423,respectively,along with 95％confidence intervals(95％CI)of 1.146-1.925,1.949-6.543,and 2.355-8.305,P values were 0.003,<0.001,<0.001.ROC analysis showed that,the AUC of SOFA score was the largest of 0.824,the AUC of qSOFA was similar to that of SOFA(0.802 vs.0.824),and the specificity of hydronephrosis was the highest of 82.7％.The joint diagnosis of qSOFA and the degree of hydronephrosis were combined to establish a joint prediction model.The goodness-of-fit test was performed using the Hosmer-Lemeshow test,revealingχ2=8.942,P=0.257>0.05.This indicated that the predictive model of the joint index was well calibrated,and the ROC curves showed improved diagnostic efficacy of the joint index and were superior to that of the SOFA score(AUC:0.889 vs.0.824,P=0.047).Conclusion The qSOFA and the degree of hydronephrosis were independent risk factors for postoperative ICU admission in patients with ureteral calculi combined with urinary sepsis,and the combined diagnosis of the two may provide a good early warning of the risk of ICU admission in such patients.

Objective:To validate and compare the value of the Status Epilepticus in Pediatric Severity Score (STEPSS) versus PEDSS in assessing the short-term prognosis of children with status epilepticus (SE).Methods:Clinical data of 152 children with SE hospitalized at the First Affiliated Hospital of Zhengzhou University from January 2020 to December 2022 were retrospectively analyzed.According to the STEPSS and PEDSS scores, children with SE were scored and their prognosis was predicted.Receiver operating characteristic (ROC) curves of the 2 scales in assessing the short-term prognosis of SE in children were plotted, and the area under the curve (AUC), optimal cut-off, sensitivity and specificity were calculated, thus validating and comparing the value of the STEPSS versus PEDSS in assessing the short-term prognosis of children with SE.Results:Of the 152 children with SE, 90 were male and 62 were female, with the age of (5.8±3.9) years (1 month to 15 years). There were 112 cases with good prognosis and 40 cases with poor prognosis, involving 13 deaths.The AUC of STEPSS and PEDSS scores in predicting the death in children with SE were 0.908(95% CI: 0.848-0.967) and 0.887(95% CI: 0.831-0.942), respectively, both with the optimal cut-off value of 4.The sensitivity of STEPSS and PEDSS scores in predicting the death in children with SE were 0.740 and 0.846, respectively, and the specificity were 0.745 and 0.835, respectively.There was no significant difference in predicting the death in children with SE between the 2 scales ( P>0.05). In predicting adverse outcomes, the AUC of the STEPSS and PEDSS scores were 0.869(95% CI: 0.800-0.937) and 0.926(95% CI: 0.873-0.979), respectively, both with the optimal cut-off value of 3.The sensitivity of STEPSS and PEDSS scores in predicting adverse outcomes in children with SE were 0.827 and 0.900, respectively, and the specificity were 0.732 and 0.866, respectively.There was significant difference in predicting the adverse outcomes in children with SE between the 2 scales ( P<0.05). Conclusions:Compared with the STEPSS, the PEDSS has a higher application in predicting the short-term treatment outcome of children with SE, which can be used as a routine method to assess the prognosis of children with SE.

Objective To compare the safety and clinical efficacy of lesion removal combined with percutaneous pedicle screw fixation with classical posterior lesion removal in the treatment of lumbar brucelli spondylitis(LBS)by unilateral biportal endoscopic technique with transforaminal lumbar interbody fusion(UBE-LIF)technique.Methods The clinical data of 32 patients with LBS admitted by the Department of Spine and Orthopedics of Gansu Provincial Hospital of Traditional Chinese Medicine from January 2020 to January 2022 were retrospectively analyzed,and the clinical data of the 32 LBS patients were divided into 15 cases in the UBE-LIF group and 17 cases in the posterior group.The general data,surgery-related indexes,and postoperative pathological HE staining of the two groups were recorded and analyzed.The patients'clinical recovery was assessed according to their erythrocyte sedimentation rate(ESR)and C-reactive protein(CRP),low back pain visual analogue score(VAS),Japanese Orthopaedic Association(JOA)score,and Oswestry Dysfunction Index(ODI)preoperative,1 week after surgery,1,3,6 months and 1 year after surgery.Lumbar lordosis angle(LL)and intervertebral space height(DH)were measured by imaging before surgery and at the last follow-up,and intervertebral bone graft fusion was assessed using Suk grading criteria.Results Both groups successfully completed the operation and no serious postoperative complications occurred.There were no significant differences in gender,age,surgical segment,operation time,preoperative ESR and CRP,preoperative VAS,JOA score and ODI index,preoperative LL and DH(P＞0.05).The intraoperative blood loss,postoperative drainage,postoperative getting out of bed,and postoperative hospital stay in UBE-LIF group were significantly lower than those in the posterior group(P＜0.001).Pathological examination of diseased tissues was performed during surgery,all of which was consistent with brucellosis changes.Patients in both groups were followed up for 12-18 months,with an average of 14.8 months.The VAS,JOA score,and ODI index at all postoperative time points in the two groups were significantly improved compared with the preoperative period(P＜0.05).The difference between the two groups was significantly greater than that in the postoperative group:VAS score was lower in UBE-LIF group than in the posterior group(P＜0.01),CRP in both groups was higher than that in the preoperative group,and the elevation level was significantly lower in UBE-LIF group than in the posterior group(P＜0.001).There was no significant difference in ESR between the two groups compared with that before surgery(P＞0.05).There were no significant differences in VAS,JOA score,ODI index,CRP or ESR between the remaining time points after surgery(P＞0.05).At the last follow-up,imaging examination showed that the overall fusion rate of intervertebral bone graft in UBE-LIF group was 93.3％and 94.1％in the posterior group,without significant difference(x2=0.246,P=0.884).LL and DH were significantly improved in both groups compared with preoperative ones(P＜0.01),and the two groups did not significantly differ before and after surgery(P＞0.05).Conclusion Both surgical treatments for LBS are safe effect.Compared with posterior lesion removal bone graft fusion internal fixation,UBE-LIF technology combined with percutaneous pedicle screw internal fixation has the advantages of clear intraoperative vision,less blood loss,faster early postoperative recovery,and shorter postoperative hospital stay,and thus is a feasible surgical method for the minimally invasive treatment of LBS.