Objective:To develop an " AI-Doctor" collaborative intelligent model for precise segmentation of retinal non-perfusion areas and evaluate its effectiveness.Methods:Seventy-three retinal non-perfusion images were collected from diabetic retinopathy patients who visited Xuzhou Medical University Affiliated Xuzhou Municipal Hospital and underwent the ultra-widefield fluorescein angiography (UWFA) from December 2022 to January 2024.These images were divided into a training set of 38 images, a validation set of 10 images, and a test set of 25 images.A VGG-UNet model was created, which is an optimization of the combination of VGG-16 and U-Net.Large-scale and small-scale training datasets were created from the UWFA images, and the VGG-UNet was trained on each to obtain corresponding large-scale and small-scale networks.Initial segmentation of non-perfusion areas in UWFA images was conducted using the large-scale network.A physician interaction module was introduced to enhance local segmentation accuracy via the small-scale network, allowing for precise segmentation of non-perfusion areas in UWFA images.The efficacy of the " AI-Doctor" collaborative model was then compared with that of traditional physician annotation methods.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Xuzhou Medical University Affiliated Xuzhou Municipal Hospital (No.xyy11[2023]069).Written informed consent was obtained from each subject.Results:The VGG-UNet model was generally able to accurately segment retinal non-perfusion areas.However, problems such as missegmentation, omission, and imprecision were observed at the edge of the eyeball.After the introduction of the physician interaction module, the average segmentation accuracy was improved to 90.36%, showing a significant improvement over conventional methods.Based on the VGG-UNet, a collaborative intelligent segmentation model of " AI-Doctor" was constructed, which can accurately segment images of the non-perfusion area of retinal blood vessels.The validation results showed that the average time of " AI-Doctor" collaborative annotation was about 3.0 minutes, which was significantly shorter than the 29.6 minutes of the traditional annotation method, and the efficiency was improved by about 10 times, and the segmentation accuracy reached 90.36%.Conclusions:An intelligent segmentation model with " AI-Doctor" collaboration is successfully established to achieve efficient and accurate segmentation of the non-perfused area of retinal blood vessels.

Objective:To establish a scoring system for preoperative prediction of the malignant potential of gastric stromal tumors based on gastroscopic and endoscopic ultrasound features, along with validation.Methods:A total of 286 patients who were treated in Jiangsu Province Hospital of Chinese Medicine from January 1, 2017 to December 31, 2023 and diagnosed as having gastric stromal tumors by postoperative pathology were enrolled in the modeling group. According to National Institutes of Health classification system, 227 very-low/low-risk patients were classified into the low malignant potential (LMP) group, and the 59 intermediate/high-risk patients into the high malignant potential (HMP) group. LASSO regression analysis was performed to identify predictive factors for HMP gastric stromal tumors, and a nomogram prediction model was developed. Internal validation using the Bootstrap method was performed on the modeling group, and external validation was performed on data from 85 patients who were treated and diagnosed as having gastric stromal tumors by postoperative pathology in Taizhou People's Hospital from January 1, 2021 to December 31, 2023. The receiver operator characteristic (ROC) curves, calibration curves, and decision curve analyses were employed in both the modeling and external validation groups.Results:Tumor size (coef=0.755), tumor shape (coef=0.015), tumor location (coef=0.008), growth pattern (coef=-0.026), cystic change (coef=0.685), and surface unceration change (coef=-0.545) were the independent predictive factors for HMP gastric stromal tumors. The nomogram-based prediction model constructed using these factors achieved an area under the ROC curve of 0.959 (95% CI: 0.898-0.903) in the modeling group and 0.959 (95% CI: 0.857-1.000) in the external validation group. The model demonstrated good accuracy (0.917) and a Kappa value of 0.737 in internal validation. Calibration curve and decision curve analyses indicated strong calibration and high net benefit in both the modeling and the external validation groups. Conclusion:Tumor size, tumor shape, tumor location, growth pattern, cystic change, and surface ulceration change are independent predictive factors for HMP gastric stromal tumors. The nomogram model developed based on these factors offers effective and convenient visualization for clinicians to predict the malignant potential of gastric stromal tumors preoperatively.

Objective:To assess the diagnostic performance of serum anti-toxocara immunoglobulin G (anti-T-IgG) in ocular toxocariasis (OT) patients.Methods:A diagnostic tests. A total of 109 patients (109 eyes) with clinically-suspected OT who treated in Department of Ophthalmology of Xuzhou First People’s Hospital from June 2015 to December 2022 were included. Patients were divided into two groups, 76 with OT and 33 with non-OT, according to the clinical manifestations and Goldmann-Witmer coefficient. Paired serum and intraocular fluid samples from each patient were collected and analyzed for specific anti-T-IgG using enzyme linked immunosorbent assay. Mann-Whitney test was performed for comparison between groups. The area under the receiver operating characteristic curve (ROC) was used to assess the diagnostic performance of serum anti-T-IgG. Kappa analysis was performed to examine the consistency of serum or intraocular fluid anti-T-IgG positive rate with OT diagnostic result. Spearman’s rank correlation test was performed to assess the association.Results:Compared with the non-OT group, the proportions of children and history of exposure to cats and dogs ( χ2=9.785, 12.026) were significantly higher in OT group, and the differences were statistically significant ( P<0.01). The positive rate ( χ2=24.551) and U value ( Z=-4.379) of serum anti-T-IgG in OT group were higher than those in non-OT group, and the differences were statistically significant ( P<0.000 1). The recommended serum anti-T-IgG cut-off value of 11 U had 0.72 sensitivity, 0.79 specificity, 0.89 positive predictive value, 0.55 negative predictive value, and 0.77 area under the ROC with 95% confidence interval ( CI) 0.669-0.860. Correlation analysis showed that serum anti-T-IgG was positively correlated with intraocular fluid anti-T-IgG ( r s=0.520, 95% CI 0.363-0.648, P<0.000 1). The Kappa values of serum and intraocular fluid anti-T-IgG positive rate with OT diagnosis were 0.457 (95% CI 0.292-0.622) and 0.711 (95% CI 0.582-0.840), respectively. The Kappa value of serum anti-T-IgG positive rate with OT diagnosis was lower than that of intraocular fluid. Conclusion:The sensitivity and specificity of serum anti-T-IgG and the consistency between serum anti-T-IgG positive rate and OT diagnosis are low, suggesting that serum anti-T-IgG level cannot be used as a basis for OT diagnosis.

Objective:To evaluate the efficacy and safety of oral anisodine hydrobromide tablets in the treatment of nonarteritic anterior ischemic optic neuropathy (NAION).Methods:A multicenter nonrandomized controlled trial was conducted.A total of 282 acute NAION patients (282 eyes) were recruited from 16 hospitals in China from July 2020 to May 2021.Patients were divided into two groups according to treatment methods, which were control group (124 cases, 124 eyes) receiving regular treatment including citicoline sodium plus Ginkgo biloba leaf liquid extract or Ginkgo biloba leaf extract tablets plus mecobalamin, and experimental group (158 cases, 158 eyes) receiving treatment in control group plus oral anisodine hydrobromide tablets 1 mg, twice daily for 2 to 3 months.Best corrected visual acuity (BCVA), visual field index (VFI), peripapillary retinal nerve fiber layer (pRNFL) and radial peripapillary capillary vessel density (RPC) were assessed at 1, 2, 3, and 6 months after enrollment using the standard decimal visual acuity chart, 750i Humphery visual field analyzer, Cirrus HD-OCT 4000/Cirrus HD-OCT 5000, RTVue-XR optical coherence tomography respectively.The primary outcomes were BCVA and VFI, and the secondary outcomes were pRNFL, RPC, and the side effects during the follow-up.The study adhered to the Declaration of Helsinki.All patients were fully informed about the treatment and purpose of this study and voluntarily signed the informed consent form.The study protocol was approved by Chinese PLA General Hospital (No.S2020-021-01). Results:In all, 242 patients (242 eyes) completed the follow-up of BCVA, and 98 patients (98 eyes) completed the VFI follow-up.In terms of visual function, BCVA and VFI improved significantly over time in the two groups, and BCVA and VFI were better in experimental group than in control group at various follow-up time points (all at P<0.05). In terms of structure, pRNFL gradually decreased in both groups with the extension of treatment, and pRNFL was significanthy thinner in experimental group than in control group at various follow-up time points (all at P<0.05). There was no significant difference in RPC between the two groups at the last follow-up ( P>0.05). There were two cases with side effects and one case was discontinued due to side effects 25 days after enrollment. Conclusions:Oral anisodine hydrobromide can improve visual acuity and visual field in NAION and accelerate the regression of optic disc edema, with good safety.

Objective:To understand the current situation and problems in the construction of research wards in Beijing municipal hospitals, and put forward corresponding strategies and suggestions to explore the path for the construction of research hospitals.Methods:From March 2020 to May 2021, through the method of questionnaire and expert interview, the bed and personnel allocation, projects undertaken, review efficiency and problems faced by the research wards of 22 Beijing municipal hospitals were analyzed in depth.Results:82%(18/22)of the municipal hospitals explored the construction of research wards, and 27%(6/22) were Beijing Demonstration research wards construction units. In 2020, the overall performance of the construction of research ward was as follows: the investment of clinical research resources was increased, the ability of clinical research was enhanced, the ability to serve enterprises in Beijing was improved, the efficiency of examination was improved, but the enrollment rate of clinical research(including clinical trials) was reduced. At present, the main problems were focused on investment, personnel and informatization.Conclusions:The construction of research wards in Beijing municipal hospitals is developing steadily, but there are still some problems, such as lack of clinical research talents, performance incentive and guarantee to be strengthened. In the future, we should strengthen the training of clinical research talents, improve the incentive and guarantee mechanism, promote the integration of industry, university and research, accelerate the construction of clinical research information system, further improve the hospital′s clinical research ability and level, and accumulate experience for the construction of research hospitals.

To investigate the therapeutic effects of oral osthole on streptozotocin (STZ)-induced type 1 diabetes mellitus(T1DM) mice and explore its internal mechanism. METHODS: The diabetes model induced by STZ was established. Mice were randomly divided into control group, STZ model group, STZ+osthole group (20 mg/kg). Body weight, blood glucose, urine protein, blood urea nitrogen and creatinine were observed to detect renal function. The degree of renal tissue damage was detected by H&E staining and PAS staining, and the degree of renal fibrosis was detected by Sirius Red staining. CD68 and F4/80 immunofluorescence staining was used to observe the infiltration of macrophages in kidney tissue. The mRNA expressive levels of tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6) in renal tissue were detected by RT-qPCR. The protein expressive levels of phospho-NF-κB p65, NF-κB p65, IκBα, phospho-IκBα, phospho-p38 and p38 were detected by Western blot in renal tissue. RESULTS: Compared with the STZ model group, the levels of urinary protein, blood urea nitrogen, creatinine were significantly decreased after osthole treatment (P<0.05 or P<0.01). The renal structure disorder, mesangial matrix area, collagen fiber accumulation, and macrophage infiltration were significantly improved (P<0.05 or P<0.01). The expression of mRNA of pro-inflammatory cytokines TNF-α and IL-6 were significantly decreased (P<0.05 or P<0.001). The expression of phospho-NF-κB p65, phospho-IκBα and phospho-p38 were significantly down-regulated (P<0.05 or P<0.01), while the protein expression level of NF-κB p65, IκBα was up-regulated (P<0.05). CONCLUSION: Osthole has a protective effect on kidney injury caused by diabetes and inhibits NF-κB and p38/MAPK signaling pathway.

Objective　To explore the changes and clinical significance of serum microRNA-320a (miR-320a) and aquaporin 4 (AQP4) levels in patients with Alzheimer’s disease (AD).Methods　Eighty patients with AD admitted to Puyang Oilfield General Hospital from January 2016 to April 2022 were selected as the AD group,and another 34 healthy people with physical examination in the same period were selected as the control group.qRT-PCR was used to detect serum miR-320a levels,and ELISA was used to detect serum amyloid-β (Aβ) 42,Aβ40,Aβ42/Aβ40,AQP4 levels,and the simple mental state examination (MMSE) was used to assess cognitive function.The relationship of serum miR-320a and AQP4 levels with Aβ42,Aβ40,Aβ42/Aβ40 levels and MMSE score in AD patients,and their diagnostic value for AD were analyzed.Results　Compared with the control group,serum Aβ42,Aβ42/Aβ40,miR-320a,AQP4 levels and MMSE scores were reduced and serum Aβ40 levels were increased in the AD group (P<0.05).Pearson/Spearman correlation analysis showed that serum miR-320a and AQP4 levels in AD patients were positively correlated with Aβ42,Aβ42/Aβ40 levels and MMSE scores,and negatively correlated with Aβ40 levels (P<0.05).The analysis of the working characteristic curve of subjects showed that the AUC of serum mir-320a and AQP4 levels in the diagnosis of AD alone and in combination were 0.802,0.819 and 0.913 respectively,the sensitivity was 83.75%,87.50% and 92.50% respectively,and the specificity was 70.59%,70.59% and 82.35% respectively.The combined diagnosis of the two can further improve the diagnostic value (P<0.05).Conclusion　Serum miR-320a and AQP4 levels are reduced in AD patients,both of which are associated with Aβ deposition and cognitive function in AD patients and can be used as auxiliary diagnostic indicators of AD.

Objective:To investigate an association between glycosylated hemoglobin(HbA1c)level and non-alcoholic fatty liver(NAFL)in the elderly.Methods:In this retrospective case-control study, 5 186 elderly individuals aged 65 years and over meeting the inclusion conditions via health physical examination were successively selected from January to December 2018.They were divided into NAFL group(n=1 731)and non-NAFL group(n=3 455). Waist circumference, body mass index, smoking history, diastolic blood pressure, glomerular filtration rate, serum levels of triglyceride, low density lipoprotein cholesterol, alanine aminotransferase, aspartic aminotransferase, fasting blood glucose and HbA1c were compared between the two groups, and their correlations with NAFL were analyzed.Results:The prevalence of NAFL was 33.4%(1, 731/5, 186). The values of waistline, body mass index, smoking history, diastolic blood pressure, triglyceride, total cholesterol, low density lipoprotein cholesterol, glomerular filtration rate, alanine aminotransferase, aspartate aminotransferase, fasting glucose and HbA1c were higher in the NAFL group than in non-NAFL group(all P<0.05). While levels of creatinine, urea nitrogen and age were lower in the NAFL group than in non-NAFL group( P<0.05). According to the quartile of HbA1c level, these subjects were divided into Q1 to Q4 groups(HbA1c<5.7%, 5.7≤HbA1c<6.0%, 6.0%≤HbA1c<6.5%, HbA1c≥6.5%), and the prevalence of NAFL in the Q1 to Q4 were 22.8%(225/1 120), 27.9%(398/1 429), 36.5%(514/1 409), 45.9%(564/1 228)respectively.The prevalence of NAFL was increased along with the increase in the level of HbA1c( P<0.01). Multivariate Logistic regression analysis showed that after adjusting for age, gender and metabolic components, the risk for developing NAFL was gradually increased in Q2 group, Q3 group, Q4 group versus Q1 group as the following OR value: OR=1.274, 95% CI: 1.004-1.616; OR=1.639, 95% CI: 1.294-2.077; OR=1.787, 95% CI: 1.337-2.389, respectively, all P<0.01. Conclusions:The prevalence of NAFL is positively associated with HbA1c levels in the elderly and HbA1c is an independent risk factor for NAFL disease.

Objective:To investigate the etiology of necrotizing pneumonia (NP) in children and the clinical characteristics of NP caused by different pathogens in China.Methods:A retrospective, case-control study was performed in children with NP who were admitted to 13 hospitals in China from January 2008 to December 2019. The demographic and clinical information, laboratory data, etiological and radiological findings were analyzed. The data were divided into three groups based on the following years: 2008-2011, 2012-2015 and 2016-2019, and the distribution characteristics of the pathogens in different period were compared. Meanwhile, the pathogens of pediatric NP in the southern and northern China were compared. And the clinical characteristics of the Mycoplasma pneumoniae (MP) NP and the bacterial NP were also compared. T-test or Mann-Whitney nonparametric test was used for comparison of numerical variables, and χ 2 test was used for categorical variables. Results:A total of 494 children with NP were enrolled, the median ages were 4.7 (0.1-15.3) years, including 272 boys and 222 girls. Among these patients, pathogens were identified in 347 cases and the pathogen was unclear in the remaining 147 cases. The main pathogens were MP (238 cases), Streptococcus pneumoniae (SP) (61 cases), Staphylococcus aureus (SA) (51 cases), Pseudomonas aeruginosa (13 cases), Haemophilus influenzae (10 cases), adenovirus (10 cases), and influenza virus A (7 cases), respectively. MP was the most common pathogen in all three periods and the proportion increased yearly. The proportion of MP in 2016-2019 was significantly higher than that in 2012-2015 (52.1% (197/378) vs. 36.8% (32/87), χ 2= 6.654, P=0.010), while there was no significant difference in the proportion of MP in 2012-2015 and that in 2008-2011 (36.8% (32/87) vs. 31.0% (9/29), χ2=0.314, P=0.575).Regarding the regional distribution, 342 cases were in the southern China and 152 in the northern China. Also, MP was the most common pathogen in both regions, but the proportion of MP was higher and the proportion of SP was lower in the north than those in the south (60.5% (92/152) vs. 42.7% (146/342), χ 2=13.409, P<0.010; 7.9% (12/152) vs. 14.3% (49/342), χ 2= 4.023, P=0.045). Comparing the clinical characteristics of different pathogens, we found that fever and cough were the common symptoms in both single MP and single bacterial groups, but chest pain was more common (17.0% (34/200) vs. 6.1% (6/98), χ 2=6.697, P=0.010) while shortness of breath and wheezing were less common in MP group (16.0% (32/200) vs. 60.2% (59/98), χ 2=60.688, P<0.01; 4.5% (9/200) vs. 21.4% (21/98), χ 2=20.819, P<0.01, respectively). The white blood cell count, C-reactive protein and procalcitonin in the bacterial group were significantly higher than those in the MP group (14.7 (1.0-67.1)×10 9/L vs. 10.5 (2.5-32.2)×10 9/L, 122.5 (0.5-277.3) mg/L vs. 51.4 (0.5-200.0) g/L, 2.13 (0.05-100.00) μg/L vs. 0.24 (0.01-18.85) μg/L, Z=-3.719, -5.901 and -7.765, all P<0.01). Conclusions:The prevalence of pediatric NP in China shows an increasing trend during the past years. MP, SP and SA are the main pathogens of NP, and the most common clinical symptoms are fever and cough. The WBC count, C-reactive protein and procalcitonin in bacterial NP are significantly higher than those caused by MP.

Objective:To study the clinical characteristics and compliance of early-onset gout patients by case-control analysis.Methods:A total of 111 early-onset patients (onset age ≤35 years old) were included as Group A, and 111 non-early-onset patients (onset age >35 years old) with matched disease durationwere included as Group B. The differences ofclinical characteristics, causes of acute gout attack, dairy diet habits, compliance, and misunderstanding of the disease were compared.Results:Compared with the non-early-onsetgoutpatients, the early-onset patients had a higher proportion of obesity (63 cases vs 28 cases), family history (36 cases vs 20 cases) and tophus (39 cases vs 23 cases) and higher level of VAS scores (8.5±1.3 vs 7.6±1.7; χ2=22.988, P<0.01; χ2=5.749, P=0.016; χ2=5.729, P=0.017; t=4.639, P<0.01), lowerproportionof the first metatarsophalangeal joint involvement as the initial joint involvement (45.9%, 51 cases vs 59.4%, 66 cases; χ2=4.066, P=0.044), higher proportion of the ankle involvement as the initial joint involvement (34.2%, 38 cases vs 21.6%, 24 cases; χ2=4.386, P=0.036), higher proportion of alcohol drinkers and high fructose drinkers, which was more likely to relate to alcohol intake, strenuous exercise and high fructose intakeas trigger of the flare ( χ2=6.513, P=0.011; χ2=7.126, P=0.008; χ2=1.978, P=0.160), while the proportion of regular exercisers and on diet in the family was lower ( χ2=22.887, P<0.01; t=-4.917, P<0.01). The proportion of poor diet and medication compliance in Group A was higher than that in Group B(57.7%, 64 cases vs 38.7%, 43 cases; χ2=5.207, P=0.022; χ2=5.867, P=0.015). As for the reason for poor treatment compliance, early-onset gout patients were more worry about the side-effects of drugs than non-early onset patients ( χ2=4.190, P=0.041). There was no significant difference between the two groups in the main misunderstanding of gout. Conclusion:Although early onset gout patients are young, their condition is more serious, and compliance is poorer, this group of patients should be highly valued in clinical diagnosis and treatment.