1.Construction of An Automated Segmentation Visual Foundation Model for Pathological Images of Hemorrhoids and Its Application in Traditional Chinese Medicine Clinical Syndrome Analysis
Shijie ZHANG ; Ao ZHANG ; Kang WANG ; Bin KANG ; Xiaofan YU ; Xujing FENG ; Jinyu CAO ; Wenzhen HUANG ; Kang DING
Journal of Traditional Chinese Medicine 2026;67(7):764-769
This paper proposes a two-stage method integrating visual foundation models (VFM) and diffusion models. The segment anything model (SAM) as VFM is combined with the SegRefiner diffusion model to construct the SAM-SegRefiner framework for automated segmentation of edema, inflammation, and thrombus regions in histopathological images of hemorrhoidal tissue, providing a reproducible technical tool for the objective quantification of pathological morphology and its application in traditional Chinese medicine (TCM) syndrome research. Trained and validated on multi-center retrospective data, the SAM-SegRefiner model achieved an average pixel accuracy of 95.32% and a mean intersection over union (mIoU) of 66.81% on an independent test set, significantly outperfor-ming comparative models such as U-Net, MixU-Net, and SAM-Med2D, and also demonstrating robust cross-center generalization capability. Furthermore, by correlating the quantitatively segmented results from the model with the patients' TCM syndrome types, the potential associations between pathomorphological features and TCM syndrome differentiation have been explored. The analysis revealed no statistically significant differences in the degree of inflammatory infiltration and thrombus formation among different syndrome types, suggesting a complex relationship between local pathological changes and systemic syndrome manifestations.
2.Consistent Detection of Aquaporin-4 Antibodies:A Comparative Analysis Between Fixed and Live Cell-Based Assays
Jing WANG ; Linge WANG ; Xiaolin YANG ; Zhizhong LI ; Jinyu JIANG ; Qiao XU ; Siyuan HUANG ; Qing FU ; Yang YANG ; Rongrong ZHANG ; Lin YANG ; Ai CHEN ; Xiaopeng ZENG ; Ke XU ; Peng ZHENG ; Xinyue QIN ; Jinzhou FENG
Journal of Clinical Neurology 2026;22(2):212-220
Background:
and Purpose Live cell-based assays (LCBA) are increasingly used for serological antibody detection due to their ability to preserve antigen conformation, offering moderately higher sensitivity than fixed cell-based assays. However, the clinical necessity of prioritizing LCBA for the detection of aquaporin-4 immunoglobulin G (AQP4-IgG) in neuromyelitis optica spectrum disorder (NMOSD) remains unclear, especially when compared to its established role in diagnosing myelin oligodendrocyte glycoprotein antibody-associated disease.
Methods:
We compared the performance of live cell-based assays using immunofluorescence (LCBA-IF) and fixed cell-based assays using immunofluorescence (FCBA-IF) in detecting AQP4-IgG in 90 cases of NMOSD meeting 2015 International Panel for Neuromyelitis Optica Diagnosis criteria, alongside 40 controls. Additionally, we further investigated the relationship between AQP4-IgG titers as measured by LCBA-IF and FCBA-IF and clinical parameters in NMOSD patients.
Results:
Results showed 96.9% agreement between LCBA-IF and FCBA-IF (Cohen’s κ=0.935), with a strong Spearman correlation (0.977, p<0.001). Both methods demonstrated 100% specificity, with LCBA-IF showing slightly higher sensitivity compared to FCBA-IF. Within LCBAIF-tested groups, statistically significant differences in annualized relapse rates were observed across all pairwise comparisons (low-titer vs. moderate-titer, low-titer vs. high-titer, and moderate-titer vs. high-titer; all p<0.050). However, this association reached statistical significance in some FCBA-IF-tested groups.
Conclusions
Overall, there is a strong concordance between LCBA-IF and FCBA-IF in detecting AQP4-IgG, where LCBA-IF shows slightly higher sensitivity. Furthermore, there is a potential link between elevated AQP4-IgG titers and an increased risk of relapse, and this correlation may appear more pronounced when using LCBA-IF.
3.Association of anxiety and depressive symptoms with Internet gaming disorder〖JZ〗 and emotional-behavioral problems among junior high school students
Chinese Journal of School Health 2026;47(6):828-832
Objective:
To explore the association role of anxiety and depressive symptoms with Internet gaming disorder (IGD) and emotional-behavioral problems among junior high school students, so as to provide references for preventing the occurrence and progression of emotional-behavioral problems in middle school students.
Methods:
From September to October 2024, a random cluster sampling method was adopted to select 38 069 students from 28 junior high schools in 14 counties (cities and districts) and functional areas of Jining City, Shandong Province. Surveys were conducted by Nine item Internet Gaming Disorder Scale-Short Form, Generalized Anxiety Disorder-7, Patient Health Questionnaire-9, and Strengths and Difficulties Questionnaire. The correlation of emotional and behavioral issues, online game addiction, anxiety and depressive symptoms among junior high school students was analyzed by Speaman correlation analysis. Mediation analysis was used to explore the role of anxiety and depressive symptoms between IGD and emotional-behavioral problems among junior high school students.
Results:
The detection rates of emotional-behavioral problems, anxiety symptoms, depressive symptoms, and IGD among junior high school students were 19.24 %, 9.48%, 16.69%, and 19.68%, respectively. The scores of emotional-behavioral problems, anxiety symptoms, depressive symptoms and IGD were 10.00 (6.00, 15.00), 3.00 (0.00, 7.00), and 4.00 (1.00, 8.00), 13.00 (10.00, 19.00), respectively. There were positive correlations between each pair of emotional-behavioral problem, IGD, anxiety symptoms, and depressive symptoms scores ( r =0.51-0.81, all P <0.01). Anxiety and depressive symptoms played mediating roles between IGD and emotional-behavioral problems among junior high school students, with mediating effect values of 0.16 (95% CI =0.15-0.17) and 0.12 (95% CI =0.11-0.14), respectively (both P <0.01).
Conclusions
Anxiety and depressive symptoms mediate the relationship between IGD and emotional-behavioral problems among junior high school students. It is necessary to identify early signs of IGD among junior high school students, strengthen intervention for anxiety and depressive symptoms, to prevent the occurrence and development of emotional and behavioral issues.
4.Microbiota distribution in oral and esophageal sites of esophageal squamous cell carcinoma patients
Jinyu KONG ; Xingyue FENG ; Mengfan QIAN ; Jian WANG ; Wei SUN ; Yiwen LIU ; Ruonan LI ; Shegan GAO
Acta Universitatis Medicinalis Anhui 2026;61(7):1296-1304
ObjectiveTo investigate the distribution characteristics and correlation of paired oral and esophageal microbiota in patients with esophageal squamous cell carcinoma (ESCC). MethodsA total of 46 pathologically confirmed ESCC patients were enrolled, and oral swabs and cancerous tissue samples were collected. The microbial composition was analyzed using 16S rRNA gene sequencing, and bioinformatics methods were employed to compare the microbiota diversity, compositional differences, and correlations between the two sites. ResultsThe Alpha diversity of the oral microbiota in ESCC patients was significantly higher than that of their esophageal microbiota, though the overall community structure was similar between the two sites. LEfSe analysis revealed that Spirochaetes, Prevotella, Catonella, Enterococcus, Fusobacterium periodonticum, Veillonella parvula, Capnocytophaga sputigena, and Neisseria subflava were significantly enriched in ESCC tumor tissues. In contrast, Actinobacteria, Proteobacteria, Streptococcus, Neisseria, Haemophilus, Streptococcus mitis, Haemophilus parainfluenzae, Porphyromonas gingivalis, Haemophilus haemolyticus, and Prevotella tannerae were significantly enriched in the oral cavity. Correlation analysis demonstrated significant associations between the two sites at taxonomic levels such as Spirochaetes, Treponema, Granulicatella elegans, Neisseria macacae, Treponema amylovorum, Fusobacterium periodonticum, and Neisseria meningitidis (P<0.05). ConclusionThe oral and esophageal microbiota in ESCC patients exhibit both distinct differences and similarities. Oral microbiota may influence the esophageal microenvironment through migration or local immune modulation.
5.Current status and prospects of perioperative depression, anxiety and related interventions in lung cancer patients
Xinyu YUAN ; Zijian XU ; Nengke LIN ; Zhiming CHEN ; Zhizhi WANG ; Jiansong XU ; Jinyu CHEN ; Shaobin LI ; Siyang FENG ; Di LU ; Kaican CAI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(09):1388-1394
Psychological problems are significant factors that contribute to the occurrence of postoperative complications, reduced quality of life, and prolonged hospital stays. Lung cancer patients who require surgery often experience high psychological stress related to both the disease and the treatment, making them more susceptible to depression and anxiety. Therefore, timely intervention to address these psychological issues is crucial for promoting postoperative recovery and improving patients' quality of life. This paper will review the current status, impact, and interventions for depression and anxiety-related psychological problems in lung cancer surgery patients.
6.Risk factors for concurrent myocardial injury before intervention in patients with primary hepatic carcinoma and construction of a nomogram prediction model
Lingfen DENG ; Jinyu XIANG ; Lixian CHANG ; Yingling WANG ; Wenjing JI ; Chunyun LIU ; Li LIU
Journal of Clinical Hepatology 2026;42(9):2143-2153
ObjectiveTo investigate the independent risk factors for concurrent myocardial injury before intervention in patients with primary hepatic carcinoma (PHC), to construct and validate a nomogram prediction model for the early identification of such patients, and to provide a basis for early clinical prevention and management. MethodsA retrospective analysis was performed for the clinical data of 1 822 patients with PHC in two medical institutions from January 2019 to June 2025, among whom the 1 518 patients from The Third People’s Hospital of Kunming were used as the training set to construct the nomogram prediction model, and the 304 patients from The Second People’s Hospital of Baoshan were used as the validation set. According to the result of high-sensitivity cardiac troponin T measurement before intervention, the patients with PHC were divided into myocardial injury group and non-myocardial injury group. The univariate analysis, the LASSO regression analysis, and the multivariate Logistic regression analysis were used to identify the risk factors of concurrent myocardial injury in PHC patients before intervention, and then a nomogram prediction model was constructed based on these findings. The independent data of the 304 patients in the validation set were used for external validation, and the area under the receiver operating characteristic curve (AUC), the Hosmer-Lemeshow test, the calibration curve, decision curve analysis, and clinical impact curve were used to assess model performance. ResultsIn the training set, there were 346 patients in the myocardial injury group and 1 172 patients in the non-myocardial injury group, and the prevalence rate of concurrent myocardial injury was 22.79%. The mean age was 56.44±9.45 years, and the male patients accounted for 81.49%. The patients with drinking, smoking, chronic hepatitis B, chronic hepatitis C, hypertension, diabetes, Child-Pugh class A liver disease, BCLC stage B liver disease, or abnormal electrocardiographic findings accounted for 49.34%, 57.44%, 61.73%, 32.48%, 22.66%, 17.19%, 50.53%, 33.86%, and 62.12%, respectively. The univariate analysis, the LASSO regression analysis, and the multivariate Logistic regression analysis showed that age (odds ratio [OR]=1.051, 95% confidence interval [CI]: 1.036 — 1.067, P<0.001), history of diabetes (OR=1.862, 95%CI: 1.346 — 2.574, P<0.001), electrocardiographic findings (OR=1.446, 95%CI: 1.077 — 1.940, P=0.014), hemoglobin (HGB) (OR=0.993, 95%CI: 0.988 — 0.998, P=0.003), albumin (Alb) (OR=0.951, 95%CI: 0.930 — 0.972, P<0.001), and creatinine (Cr) (OR=1.021, 95%CI: 1.016 — 1.026, P<0.001) were independent influencing factors for myocardial injury in PHC patients. A regression equation was established as Logit(Y)=-3.406+0.050×age+0.621×history of diabetes+0.369×electrocardiogram-0.007×HGB-0.051×Alb+0.021×Cr, and a nomogram prediction model was constructed based on these factors. The Bootstrap internal validation of the model yielded an AUC of 0.743 (95%CI: 0.707 — 0.778), and the model had an AUC of 0.766 (95%CI: 0.738 — 0.794) in the training set and 0.730 (95%CI: 0.688 — 0.793) in the validation set. The Hosmer-Lemeshow goodness-of-fit test yielded a P value of 0.716 for the training set and 0.408 for the validation set, suggesting that the model had a good degree of fitting. Calibration curves, decision curve analysis, and clinical impact curves in both the training set and the validation set showed that the model had a good clinical application value. ConclusionAge, history of diabetes, electrocardiographic findings, HGB, Alb, and Cr are independent influencing factors for myocardial injury in patients with PHC, and the nomogram prediction model constructed based on these factors has good discriminatory ability, accuracy, and clinical practicability.
7.Key Information and Modern Clinical Application of Classic Formula Xiaoji Yinzi
Baolin WANG ; Lyuyuan LIANG ; Jialei CAO ; Chen CHEN ; Jinyu CHEN ; Chengxin LUO ; Bingqi WEI ; Kaili CHEN ; Peicong XU ; Wei DENG ; Bingxiang MA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(6):189-198
Xiaoji Yinzi is one of the classic prescriptions for treating urinary diseases, originated from the Yan's Prescriptions to Aid the Living (Yan Shi Ji Sheng Fang) written by YAN Yonghe in the Song dynasty. Xiaoji Yinzi is composed of Rehmanniae Radix, Cirsii Herba, Talcum, Akebiae Caulis, Typhae Pollen, Nelumbinis Rhizomatis Nodus, Lophatheri Herba, Angelicae Sinensis Radix, Gardeniae Fructus, and Glycyrrhizae Radix et Rhizoma and has the effects of cooling blood and stopping bleeding, draining water and relieving stranguria. The medical experts of later generations have inherited the original prescription recorded in the Yan's Prescriptions to Aid the Living, while dispute has emerged during the inheritance of this prescription. In this study, the method of bibliometrics was employed to review and analyze the ancient documents and modern clinical studies involving Xiaoji Yinzi. The results showed that Xiaoji Yinzi has two dosage forms: powder and decoction. According to the measurement system in the Song Dynasty, the modern doses of hers in Xiaoji Yinzi were transformed. In the prepration of Xiaoji Yinzi powder, 149.2 g of Rehmanniae Radix and 20.65 g each of Cirsii Herba, Talcum, Akebiae Caulis, stir-fried Typhae Pollen, Nelumbinis Rhizomatis Nodus, Lophatheri Herba, wine-processed Angelicae Sinensis Radix, stir-fried Gardeniae Fructus, and stir-fried Glycyrrhizae Radix et Rhizoma are grounded into fine powder with the particle size of 4-10 meshes and a decocted with 450 mL water to reach a volume of 240 mL. After removal of the residue, the decoction was taken warm before meals, 3 times a day (i.e., 7.77 g Rehmanniae Radix and 0.97 g each of the other herbs each time). In the preparation of Xiaoji Yinzi decoction, 20.65 g each of the above 10 herbs are used, with stir-fried Typhae Pollen, wine-processed Angelica Sinensis Radix, stir-fired Gardeniae Fructus, stir-fired Glycyrrhizae Radix et Rhizoma, and raw materials of other herbs. Xiaoji Yinzi is specialized in treating hematuresis and blood stranguria due to heat accumulation in lower energizer, which causes injury of the blood collaterals of gallbladder and dysfunction of Qi transformation. In modern clinical practice, Xiaoji Yinzi is specifically used for treating urinary diseases and can be expanded to treat diseases of the cardiovascular system and other systems according to pathogenesis. The comprehensive research on the key information could provide a scientific reference for the future development of Xiaoji Yinzi.
8.Expression characteristics of FOSB in kidney tissue from IgA nephropathy and other common kidney diseases
Yu LIANG ; Jinyu YU ; Zhonggao XU ; Wanning WANG
Journal of Jilin University(Medicine Edition) 2025;51(5):1281-1292
Objective:To evaluate the expression characteristics of the FBJ murine osteosarcoma viral oncogene homolog B(FOSB)gene in immunoglobulin A nephropathy(IgAN)and common chronic kidney diseases(CKDs),and to determine its value as a potential key candidate gene or biomarker.Methods:The RNA sequencing datasets for IgAN,diabetic kidney disease(DKD),membranous nephropathy(MN),and minimal change disease(MCD)glomerular samples were downloaded from the Gene Expression Omnibus(GEO)database.The feature genes for CKD were identified using machine learning methods including least absolute shrinkage and selection operator(LASSO)regression,random forest(RF),and support vector machine(SVM).Gene Ontology(GO)functional enrichment and Kyoto Encyclopedia of Genes and Genomes(KEGG)signaling pathway enrichment analyses were performed on the identified IgAN feature genes.The"pROC"package was used to plot the receiver operating characteristic(ROC)curves to evaluate the diagnostic efficacy of IgAN feature genes.The gene with the highest diagnostic value was selected for Gene Set Enrichment Analysis(GSEA)and correlation analysis with core immune cells in IgAN.Clinical correlation analysis between the FOSB expression level in kidney tissue and renal function was performed using the Nephroseq v5 platform.Kidney tissue samples were collected from 5 cases of IgAN patients,DKD patients,MCD patients,and MN patients,respectively,along with 5 samples of adjacent normal kidney tissues(control group).Immunohistochemistry staining method was used to detect the expression levels of FOSB protein in tissue samples in various groups.Results:A total of 110 differentially expressed genes(DEGs)were identified in IgAN glomeruli,among which FOSB,NR4A2,and DUSP1 were identified as the feature genes.Compared with control group,the expression level of FOSB mRNA in IgAN group was significantly decreased(P<0.05).The GO fuctional enrichment analysis results revealed that these IgAN feature genes were primarily enriched in biological processes related to dopamine biosynthesis,midbrain dopaminergic neuron differentiation,peptidyl-serine/threonine dephosphorylation,and response to corticosterone.The KEGG signaling pathway enrichment analysis results showed that the DEGs were significantly enriched in cocaine addiction,amphetamine addiction,interleukin 17(IL-17)signaling pathway,aldosterone synthesis and secretion,and serotonergic synapse.The ROC curve analysis results demonstrated that FOSB showed high diagnostic accuracy for IgAN.GSEA analysis revealed that arginine and proline metabolism,butyrate metabolism,erythroblastic leukemia viral oncogene homolog(ERBB)signaling pathway,mitogen-activated protein kinase(MAPK)signaling pathway,and fructose and mannose metabolism pathways were enriched in FOSB high-expression group,while allograft rejection,extracellular matrix receptor interaction,and type 1 diabetes pathways were significantly enriched in FOSB low-expression group.The immune cell infiltration analysis results identified natural killer cells,neutrophils,and M1 macrophages as core immune cells in IgAN,and the expression of FOSB gene was positively correlated with neutrophil infiltration(r=0.42,P<0.05).The immunohistochemistry analysis results demonstrated that compared with control group,the expression level of FOSB protein in glomeruli of the patients in IgAN,DKD,MN,and MCD groups were significantly decreased(P<0.05).Conclusion:The expressions of FOSB gene in the glomeruli tissue of IgAN,DKD,MN,and MCD patients ware decreased,suggesting FOSB may represent a potential biomarker for IgAN.
9.Relationship between serum NSF-1 and sTNFR-Ⅰ with premature rupture of membrane in patients with severe preeclampsia and their effects on pregnancy outcomes
Ju ZHANG ; Chuan LI ; Jinyu WU ; Ying WANG
Journal of China Medical University 2025;54(10):896-901
Objective To investigate the relationship between serum nesfatin-1(NSF-1)and soluble tumor necrosis factor receptor-Ⅰ(sTNFR-Ⅰ)with premature rupture of membrane(PROM)in patients with severe preeclampsia(SPE),and their effects on pregnancy outcomes.Methods A total of 84 patients diagnosed with SPE in the Obstetrics Department of The First Affiliated Hospital of Nanyang Medical College from April 2023 to April 2024 were selected and grouped into the PROM and non-PROM groups based on whether they had PROM.The pregnant women were separated into good and poor pregnancy groups based on their pregnancy outcomes.Logistic regres-sion analysis was performed to assess the factors influencing PROM in patients with SPE and adverse pregnancy outcomes in patients with PROM.Receiver operating characteristic(ROC)curves were plotted to analyze the value of serum NSF-1 and sTNFR-Ⅰ in the evaluation and prediction of PROM in patients with SPE,as well as adverse pregnancy outcomes in patients with PROM.Results Serum levels of NSF-1 and sTNFR-Ⅰ were significantly higher in the study group than in the control group(P<0.05).In addition,serum levels of NSF-1 and sTNFR-Ⅰ were significantly higher in the PROM group than in the non-PROM group(P<0.05).Logistic regression analysis showed that NSF-1 and sTNFR-Ⅰ were risk factors for PROM in patients with SPE(P<0.05).Based on the ROC curve,the area under the ROC curve(AUC)of serum NSF-1 and sTNFR-Ⅰ levels combined to assess PROM in patients with SPE was 0.887,and the combination of the two was superior to their respective individual predictions(Z=2.601,Z=2.585,both P<0.05).Serum levels of NSF-1 and sTNFR-Ⅰ in the poor pregnancy group were significantly higher than those in the good pregnancy group(P<0.05).Logistic regression analysis showed that NSF-1 and sTNFR-Ⅰ levels were risk factors for adverse pregnancy outcomes in patients with PROM(P<0.05).Based on the ROC curve,the AUC of the combination of serum NSF-1 and sTNFR-Ⅰ for predicting adverse pregnancy outcomes in patients with PROM was 0.908,and the combination of the two was better than their respective individual predictions(Z=2.534,Z=2.556,both P<0.05).Conclusion Serum levels of NSF-1 and sTNFR-Ⅰ were significantly increased in patients with SPE,and both were related to PROM.Elevated levels of both proteins can increase the risk of adverse pregnancy outcomes.
10.The effects of high-frequency repetitive transcranial magnetic stimulation on the lower limb functioning of stroke survivors
Bin SU ; Zhiwei TANG ; Li ZHANG ; Hewei WANG ; Weiwei ZHAO ; Jinyu YANG ; Ze ZHENG ; Wang YAO ; Guilan HUANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(3):209-215
Objective:To document any effect of repeated high-frequency repetitive transcranial magnetic stimulation (rTMS) using double-cone coils on the lower limb motor function of stroke survivors.Methods:A total of 40 stroke survivors were randomly divided into an rTMS group and a sham stimulation group, each of 20. The rTMS group received rTMS at 10Hz with a double-cone coil, while a coil that produced sound but no magnetic stimulation was used with the sham group. The treatments were administered daily, five times a week, for three weeks. Before as well as after 1, 2 and 3 weeks of treatment, lower limb motor function, balance, and the root mean square (RMS) and median frequency (MF) of the rectus femoris and tibialis anterior muscles were evaluated using the Fugl-Meyer lower extremity assessment (FMA-LE), the Berg Balance Scale (BBS), the Modified Barthel Index (MBI), Brunnstrom staging, the TecnoBody balance assessment system, and surface electromyography.Results:Compared with the sham stimulation group, the BBS score of the rTMS group was significantly higher after 2 weeks of treatment, and both the FMA-LE and BBS scores were significantly higher after 3 weeks. The average Brunnstrom stage in the sham group had increased significantly after 3 weeks, but in the rTMS group it had increased after 2 weeks. By 3 weeks there were no significant differences between the two groups. In terms of movement control, the average motion ellipse area in the rTMS group was significantly smaller than among the sham group after 2 weeks, and after 3 weeks the average motion trajectory length was significantly shorter than in the sham group. The average RMS of the rectus femoris in the rTMS group was significantly higher than the sham group′s average after 3 weeks of treatment, indicating improved muscle activation.Conclusions:High-frequency rTMS using a conical coil can effectively improve the lower limb motor function and balance ability of stroke survivors, demonstrating promising clinical application potential.


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