Objective:To establish and validate a gallstones classification method based on deep learning.Methods:A total of 618 gallstones samples were collected from East Hospital Affiliated to Tongji University, and 1 023 high-definition cross-sectional gallstones profile images were captured to construct a cross-sectional gallstones profile image dataset. Based on the traditional eight-category gallstones classification method, a lightweight network model, MobileNet V3, was trained using deep learning and transfer learning methods. The classification performance of MobileNet was evaluated using a confusion matrix with metrics such as accuracy rate, precision rate, F1 score, and recall rate. The MobileNet V3 was improved and further validated using accuracy and loss values.Results:The accuracy rate (94.17%), precision rate (94.03%), F1 score (92.96%) and recall rate (92.99%) of the improved MobileNet V3 model were better than other networks. The improved MobileNet V3 model achieved the highest accuracy rate (94.17%) in gallstones profile classification and was validated by the test set. The confusion matrix showed a weighted average of accuracy rate (92.0%), precision rate (92.6%), and F1 score (92.2%) for each category of gallstones.Conclusions:Based on deep learning, a high-accuracy gallstones classification method is proposed, which provides a new idea for the intelligent identification of gallstones.

Albendazole sulfoxide and ivermectin compound pouring agent were prepared with dime-thyl sulfoxide and 1,2-propanediol as solvents.The central composite design response surface method was used to optimize the formula of pouring agent.Franz diffusion cell method was used to investigate the transdermal performance of pouring agent in vitro.The permeation amounts of the two drugs were determined by HPLC.The best formula of pouring agent was ivermectin 0.5％,al-bendazole sulfoxide 5％,dimethyl sulfoxide 52％,propylene glycol 39％,and the rest was 100％anhydrous ethanol.The cumulative permeation amounts of ivermectin and albendazole sulfoxide were up to 20.78 μg/cm2 and 249.02 μg/cm2,respectively.The in vitro release model of the two drugs accords with the first-order kinetic equation.There is a good linear relationship between al-bendazole sulfoxide and ivermectin in the range of 1-100 mg/L and the peak area.The precision and stability RSD of the two methods are less than 2％.The preparation process of albendazole sul-foxide compound pouring agent is simple,stable and easy to pour.The established HPLC method is simple and accurate,and can be used for the determination of albendazole sulfoxide and ivermectin in pouring agent.

Objective:To investigate the effect of CD8+CD28-T cells on acute graft-versus-host disease(aGVHD)after haploidentical hematopoietic stem cell transplantation(haplo-HSCT).Methods:The relationship between absolute count of CD8+CD28-T cells and aGVHD in 60 patients with malignant hematological diseases was retrospectively analyzed after haplo-HSCT,and the differences in the incidence rate of chronic graft-versus host disease(cGVHD),infection and prognosis between different CD8+CD28-T absolute cells count groups were compared.Results:aGVHD occurred in 40 of 60 patients after haplo-HSCT,with an incidence rate of 66.67％.The median occurrence time of aGVHD was 32.5(20-100)days.At 30 days after the transplantation,the absolute count of CD8+CD28-T cells of aGVHD group was significantly lower than that of non-aGVHD group(P=0.03).Thus the absolute count of CD8+CD28-T cells at 30 days after transplantation can be used to predict the occurrence of aGVHD to some extent.At 30 days after transplantation,the incidence rate of aGVHD in the low cell count group(CD8+CD28-T cells absolute count＜0.06/μl)was significantly higher than that in the high cell count group(CD8+CD28-T cells absolute count ≥0.06/μl,P=0.011).Multivariate Cox regression analysis further confirmed that the absolute count of CD8+CD28-T cells at 30 days after transplantation was an independent risk factor for aGVHD,and the risk of aGVHD in the low cell count group was 2.222 times higher than that in the high cell count group(P=0.015).The incidence of cGVHD,fungal infection,EBV infection and CMV infection were not significantly different between the two groups with different CD8+CD28-T cells absolute count.The overall survival,non-recurrent mortality and relapse rates were not significantly different between different CD8+CD28-T cells absolute count groups.Conclusion:Patients with delayed CD8+CD28-T cells reconstitution after haplo-HSCT are more likely to develop aGVHD,and the absolute count of CD8+CD28-T cells can be used to predict the incidence of aGVHD to some extent.The absolute count of CD8+CD28-T cells after haplo-HSCT was not associated with cGVHD,fungal infection,EBV infection,and CMV infection,and was also not significantly associated with the prognosis after transplantation.

Type B insulin resistance syndrome(TBIR)is a rare autoimmune disease caused by the presence of autoantibodies against insulin receptors in the human body,leading to severe refractory hyperglycemia or refractory hypoglycemia.This article reports a case of TBIR patient,summarizes and analyzes its epidemiological characteristics and diagnosis and treatment methods,providing a basis for clinical treatment.

Objective:To compare the effect of holmium laser enucleation of the prostate(HoLEP)with that of transurethral resection of the prostate(TURP)on the prostate function,oxidative stress indicators and sexual function of the patient with BPH.Methods:We randomly assigned 100 BPH patients to receive HoLEP(n=50)or TURP(n=50)in our hospital from June 2021 to June 2023,and compared the perioperative parameters,prostate function,oxidative stress indicators,sexual function and postopera-tive complications between the two groups.Results:The intraoperative blood loss was significantly less and the time of catheterization,bladder irrigation and hospital stay remarkably shorter in the HoLEP than in the TURP group(P＜0.05).The postoperative IPSS and quality of life(QOL)scores were markedly lower,level of superoxide dismutase(SOD)higher,content of malondialdehyde(MDA)and total antioxidant capacity(T-AOC)lower,IIEF-5 and Erection Hardness Grading Scale(EHGS)scores higher,and incidence of postoperative complications lower in the HoLEP than in the TURP group(all P＜0.05).Conclusion:HoLEP is superior to TURP in improving the prostate function,oxidative stress indicators and sexual function of the patient with BPH.

Replantation of traumatic amputation in children has its own characteristics. This consensus primarily focuses on the issues related to the treatment of traumatically amputated limb injuries in children. Organised along a timeline, the consensus summarises domestic and international clinical experiences in emergency care and injury assessment of traumatic limb amputation limbs, indications and contraindications for replantation surgery, principles and procedures of replantation surgery, postoperative medication and management, as well as rehabilitation in children. The aim of this consensus is to propose standardise the treatment protocols for limb replantation for children therefore to serve as a reference for clinical practitioners in medical practices, and further improve the treatment and care for the traumatic limb amputations in children.

Objectives:To explore the changes of some peripheral blood cells related to inflammation in patients with non-arteritis central retinal artery occlusion (NA-CRAO).Methods:A retrospective clinical study. From July 2019 to July 2021, a total of 218 patients with NA-CRAO hospitalized (NA-CRAO group) in Department of Ophthalmology, Xi'an People's Hospital (Xi'an Fourth Hospital) and 218 patients with routine physical examination (control group) during the same period were included in the study. There were no significant differences in age ( t=0.60), sex composition ratio ( χ2=0.83) and body mass index ( t=0.77) between the two groups ( P>0.05). 0.2 ml fasting peripheral blood was collected from the subject, and white blood cells (WBC), neutrophils (NEUT), lymphocytes (LYMPH), red blood cells (RBC), RBC distribution width (RDW), platelets (PLT), mean PLT volume (MPV), and large PLT ratio (PLCR) were detected. The NEUT/LYMPH ratio (NLR) and PLT/LYMPH ratio (PLR) were calculated. t test was used to compare measurement data between groups. Multiple logistic regression analysis was performed for blood cells with P <0.05. The receiver operating characteristic curve (ROC curve) was used to calculate the area under the curve (AUC) and 95% confidence interval (95% CI) of each inflammatory indicator, and the optimal cutoff value was determined according to the Jorden index (sensitivity+specificity-1). Results:Compared with control group, WBC, NEUT, NLR, RDW, PLR were increased in NA-CRAO group, while RBC and LYMPH were decreased, with statistical significance ( t=9.68, 12.43, 9.47, 3.64, 5.54, 5.18, 0.46; P<0.001). There was no significant difference in PLT, MPV and PLCR between the two groups ( t=0.32, 1.56, 0.84; P>0.05). Multivariate logistic regression analysis showed that NLR was a possible risk factor for the occurrence of NA-CRAO (odds ratio=2.51, 95% CI 0.780-0.859, P=0.031). ROC curve analysis showed that the AUC predicted by NLR was 0.819, the optimal critical value was 3.05, and the sensitivity and specificity were 59.2% and 92.7%, respectively. Conclusions:In peripheral blood cells of NA-CRAO patients, NEUT is significantly increased and LYMPH is decreased. NLR is a possible risk factor for NA-CRAO.

Objective To investigate the relationship between serum lipid profiles and colorectal adenomas,and to benefit the prevention of colorectal cancer.Methods This study retrospectively analyzes the serum lipid profiles and clinical parameters of 2,960 patients who were diagnosed with colorectal adenomas,and 3,156 individuals without colorectal adenomas in Meizhou People's Hospital from May 2018 to May 2020.The association between serum lipid profiles and colorectal adenoma was evaluated by Logistic regression analysis.Results It was observed that the serum levels of total cholesterol(TC),triglyceride(TG),low density lipoprotein cholesterol(LDL-C)and apoliprotein B(ApoB)were significantly elevated in patients with colorectal adenomas.Dyslipidemia was more prevalent in adenoma cases than in controls.The Logistic regression analysis suggested that serum TC and TG levels were positively associated with the occurrence of colorectal adenomas.Conclusion Elevated serum TG and TC levels are independent risk factors for adenoma,and adenoma patients with elevated serum TG and TC levels may be more likely to develop high-risk adenoma.

Objective To investigate the efficacy of methylprednisolone in preventing postoperative pulmonary infections in locally advanced esophageal cancer patients undergoing neoadjuvant chemotherapy combined with immunotherapy.Methods A total of 89 patients with locally advanced esophageal cancer treated at the First Affiliated Hospital of Xinxiang Medical University from January 2022 to December 2023 were selected as the research subjects.All patients underwent thoracolaparoscopic radical esophagectomy for esophageal cancer.The patients were randomly divided into an observation group(n=45)and a control group(n=44)using a random number table method.In the observation group,one patient with intraoperative thoracotomy,two patients with extensive pleural adhesion,and one patient with preoperative upper respiratory tract infection were excluded.In the control group,one patient with extensive pleural adhesion and one patient with preoperative upper respiratory tract infection were excluded.As a result,a total of 83 patients were included in the study,with 41 in the observation group and 42 in the control group.Preoperatively,a neoadjuvant treatment regimen of paclitaxel(albumin-bound)+nedaplatin in combination with camrelizumab was given to patients in both groups for 2 cycles.Patients in the control group received conven-tional anti-infection treatment after surgery,while patients in the observation group were intravenously injected with methylpred-nisolone at a dose of 1 mg·kg-1 daily from the first to the third day after surgery.Postoperative inflammatory markers,incidence of postoperative pulmonary infections,incidence of anastomotic fistula,postoperative hospital stay,and total hospitalization costs were compared between the two groups.Results There were no statistically significant differences in leukocyte count,neutrophil ratio,procalcitonin(PCT),high-sensitivity C-reactive protein(hs-CRP),and interleukin-6(IL-6)levels of patients between the two groups before treatment(P＞0.05).On day 1 and 4 after treatment,patients in the observation group had significantly higher leu-kocyte count,neutrophil ratio,PCT,hs-CRP,and IL-6 levels compared to those before treatment(P＜0.05).On postoperative day 4,the leukocyte count,neutrophil ratio,PCT,hs-CRP,and IL-6 levels were significantly lower than those on day 1 postopera-tively(P＜0.05).On postoperative days 1 and 4,the leukocyte count,neutrophil ratio,PCT,hs-CRP and IL-6 levels of patients in the control group were significantly higher than those in the preoperative period(P＜0.05),and the leukocyte count,neutro-phil ratio and hs-CRP level were significantly lower on day 4 after surgery than on day 1 after surgery(P＜0.05);the differe-nces in PCT and IL-6 level of patients between day 4 after surgery and day 1 after surgery were not statistically significant(P＞0.05).On postoperative day 1,there were no statistically significant differences in leukocyte count,neutrophil ratio,PCT,hs-CRP,and IL-6 levels between patients in the observation group and the control group(P＞0.05).On postoperative day 4,the leukocyte count,neutrophil ratio,PCT,hs-CRP,and IL-6 levels of patients in the observation group were significantly lower than those in the control group(P＜0.05).The incidence of pulmonary infections in patients in the control group and the ob-servation group was 30.9％(13/42)and 12.2％(5/41),respectively;the incidence of pulmonary infections in patients in the observation group was significantly lower than that in the control group(x2=4.298,P＜0.05).The incidence of anasto-motic fistula in patients in the observation group and the control group was 9.76％(4/42)and 21.43％(9/42),respectively;there was no statistically significant difference between the two groups(x2=2.140,P＞0.05).The postoperative hospital stay was significantly longer in the control group than in the observation group(P＜0.05),and the total hospitalization costs were significantly higher in the control group than in the observation group(P＜0.05).Conclusion Methylprednisolone can effec-tively reduce the levels of inflammatory markers and the incidence of postoperative pulmonary infections in esophageal cancer patients undergoing neoadjuvant chemotherapy combined with immunotherapy before surgery.It is a highly safe treatment thera-py without increasing the incidence of anastomotic fistula.

Background/Aims: Colonic stenting plays a vital role in the management of acute malignant colonic obstruction. The increasing use of self-expandable metal stents (SEMS) and the diverse challenges posed by colonic obstruction at various locations underscore the importance of effective training for colonic stent placement. Methods: All the components of the simulator were manufactured using silicone molding techniques in conjunction with three-dimensional (3D) printing. 3D images sourced from computed tomography scans and colonoscopy images were converted into a stereolithography format. Acrylonitrile butadiene styrene copolymers have been used in fused deposition modeling to produce moldings. Results: The simulator replicated the large intestine from the rectum to the cecum, mimicking the texture and shape of the human colon. It enables training for colonoscopy insertion, cecum intubation, loop reduction, and stenting within stenotic areas. Interchangeable stenotic modules for four sites (rectum, sigmoid colon, descending colon, and ascending colon) were easily assembled for training. These modules integrate tumor contours and blood vessel structures with a translucent center, allowing real-time visualization during stenting. Successful and repeatable demonstrations of stent insertion and expansion using the reusable SEMS were consistently achieved. Conclusions This innovative simulator offers a secure colonic stenting practice across various locations, potentially enhancing clinical outcomes by improving operator proficiency during actual procedures.