1.Causal relationship between intestinal flora and esophageal cancer: A Mendelian randomization analysis
Mengmeng WANG ; Mingjun GAO ; Siding ZHOU ; Shuyu TIAN ; Yusheng SHU ; Xiaolin WANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(03):397-405
Objective To explore whether there is a causal relationship between intestinal flora and esophageal cancer. Methods Summary statistics of intestinal flora and esophageal cancer were obtained from the Genome-wide Association Studies (GWAS) database. Five methods, including inverse variance weighted (IVW), weighted median estimation, Mendelian randomization (MR)-Egger regression, single mode, and weighted mode, were used for analysis, with IVW as the main analysis method. Sensitivity analysis was used to evaluate the reliability of MR results. Results In the IVW method, Oxalobacteraceae [OR=1.001, 95%CI (1.000, 1.002), P=0.023], Faecalibacterium [OR=1.001, 95%CI (1.000, 1.002), P=0.028], Senegalimassilia [OR=1.002, 95%CI (1.000, 1.003), P=0.006] and Veillonella [OR=1.001, 95%CI (1.000, 1.002), P=0.018] were positively correlated with esophageal cancer, while Burkholderiales [OR=0.999, 95%CI (0.998, 1.000), P=0.002], Eubacterium oxidoreducens [OR=0.998, 95%CI (0.997, 0.999), P=0.038], Romboutsia [OR=0.999, 95%CI (0.998, 1.000), P=0.048] and Turicibacter [OR=0.998, 95%CI (0.997, 0.999), P=0.013] were negatively correlated with esophageal cancer. Sensitivity analysis showed no evidence of heterogeneity, horizontal pleiotropy and reverse causality. Conclusion Oxalobacteraceae, Faecalibacterium, Senegalimassilia and Veillonella increase the risk of esophageal cancer, while Burkholderiales, Eubacterium oxidoreducens, Romboutsia and Turicibacter decrease the risk of esophageal cancer. Further studies are needed to explore how these bacteria affect the progression of esophageal cancer.
2.Development of a machine learning-based preoperative prediction model for spread through air spaces in early-stage lung adenocarcinoma
Kai CHU ; Xinrong XU ; Zhenyu LIU ; Qinglin REN ; Wenbo HE ; Minlu HU ; Xiaolin WANG ; Yusheng SHU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(08):1212-1221
Objective To develop and validate a machine learning model based on preoperative clinical characteristics, laboratory indices, and radiological features for the non-invasive prediction of spread through air spaces (STAS) in patients with early-stage lung adenocarcinoma. Methods Preoperative data from patients with early-stage lung adenocarcinoma who underwent surgical resection at Northern Jiangsu People's Hospital between January 2020 and August 2025 were retrospectively collected. The data included clinical characteristics, laboratory indices, and radiological features. Patients were divided into a STAS-positive and a STAS-negative group based on postoperative pathological findings. The dataset was randomly split into a training set and a testing set at a 7 : 3 ratio. Feature variables were selected using the maximum relevance and minimum redundancy (mRMR) algorithm and the least absolute shrinkage and selection operator (LASSO) regression. Five machine learning models were constructed: logistic regression (LR), random forest (RF), support vector machine (SVM), light gradient boosting machine (LightGBM), and extreme gradient boosting (XGBoost). Model performance was evaluated using the area under the receiver operating characteristic curve (AUC) and decision curve analysis (DCA). The shapley additive explanations (SHAP) method was employed to interpret the optimal prediction model. Results A total of 377 patients were included, comprising 177 (46.9%) males and 200 (53.1%) females, with a mean age of (63.31±9.73) years. There were 261 patients in the training set and 116 patients in the testing set. In the training set, statistically significant differences were observed between the STAS-positive group (n=130) and STAS-negative group (n=131) across multiple features, including age, sex, neutrophil-to-lymphocyte ratio (NLR), monocyte-to-lymphocyte ratio (MLR), clinical T stage, and maximum solid component diameter (P<0.05). A final set of 10 feature variables was selected by combining mRMR and LASSO regression, and five machine learning models (LR, RF, SVM, LightGBM, XGBoost) were developed. The XGBoost model demonstrated optimal performance in both the training and testing sets, achieving AUCs of 0.947 [95%CI (0.920, 0.975)] and 0.943 [95%CI (0.894, 0.993)], respectively. DCA indicated that the XGBoost model provided a high net clinical benefit across a wide range of threshold probabilities. SHAP analysis revealed that the vessel convergence sign, clinical T stage, age, consolidation-to-tumor ratio (CTR), and MLR were the features with the highest contributions to STAS prediction. Conclusion The XGBoost model effectively predicts preoperative STAS status in early-stage lung adenocarcinoma, exhibiting excellent discriminative performance and good clinical interpretability. Key predictors such as the vessel convergence sign, clinical T stage, age and CTR provide a crucial reference for preoperative risk assessment and the individualized selection of surgical strategies, ultimately benefiting patients.
3.Prognostic value and immunomodulatory role of DNAJC5B in esophageal squamous cell carcinoma
Junxi HU ; Qingwen LIU ; Jiaqi HOU ; Jie YOU ; Shuyu TIAN ; Hao KONG ; Xiaolin WANG ; Yusheng SHU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(10):1634-1639
Objective To explore the role of DNAJC5B in immunotherapy for esophageal squamous cell carcinoma (ESCC). Methods Using the ESCC dataset from The Cancer Genome Atlas (TCGA) database, genes correlated with DNAJC5B expression were identified through Pearson correlation analysis. Subsequently, Gene Ontology (GO) functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed. Additionally, single-cell RNA sequencing (scRNA-seq) data were utilized to analyze the expression of DNAJC5B in different T-cell subsets. The prognostic value of DNAJC5B was evaluated using Kaplan-Meier survival curves, receiver operating characteristic curves, and Cox proportional hazards models. Results DNAJC5B was highly expressed in patients with advanced-stage ESCC, particularly in males. GO and KEGG analyses revealed a significant correlation between DNAJC5B expression and immune-related processes, such as the adaptive immune response and cell surface receptor signaling pathways. Single-cell analysis results indicated that DNAJC5B expression was positively correlated with immune function, with DNAJC5B predominantly accumulating in CD8+ T cells. Kaplan-Meier survival curves showed that the median survival time for patients with high DNAJC5B expression was 681 days, significantly shorter than the 1 361 days for patients with low expression (P<0.05). Furthermore, univariate and multivariate independent prognostic analyses demonstrated that DNAJC5B was an independent risk factor, with hazard ratios (HRs) of 3.577 and 4.114, respectively (both P<0.05). Conclusion DNAJC5B may play a crucial immunomodulatory role in ESCC, particularly in regulating CD8+ T-cell function and tumor immune escape. These findings support the potential of DNAJC5B as a biomarker for the treatment and prognostic assessment of ESCC.
4.Value of retinal multimodal imaging in the diagnosis and treatment of cerebrovascular and neurological disorders
Yu LIU ; Zifeng ZHANG ; Manhong LI ; Yusheng WANG ; Xiaolin GAN ; Jiaxing SUN
International Eye Science 2026;26(11):1956-1961
As an extension of the central nervous system, the retina is the only tissue in the body that allows direct in vivo observation of both neural and vascular structures, offering a unique non-invasive window for the assessment of cerebral neurovascular diseases. Recent studies have shown that multimodal imaging techniques—such as fundus photography, optical coherence tomography(OCT), and OCT angiography(OCTA)—enable quantitative analysis of retinal indicators including vascular caliber, fractal dimension, retinal nerve fiber layer thickness, and microvascular density. These metrics can, to some extent, reflect the severity and progression risk of cerebrovascular and neurodegenerative diseases such as stroke, Alzheimer's disease, and Parkinson's disease. Consequently, retinal imaging holds promise as a powerful tool for early screening, risk stratification, and treatment monitoring. This article systematically reviews the application of retinal imaging technologies in the diagnosis and management of cerebral neurovascular disorders, with a particular focus on the important role of artificial intelligence(AI)-driven image analysis in enhancing screening efficiency, improving risk assessment accuracy, and promoting multidisciplinary collaborative care, thereby providing insights for clinical translation.
5.Research progress on the mechanism of orthokeratology lenses in delaying myopia progression
Lili* GAO ; Yanghe* WANG ; Ruotong LI ; Yusheng BAO ; Xiaojuan HUANG ; Hongyun YUE
International Eye Science 2026;26(11):1967-1972
In recent years, the global prevalence of myopia has continued to rise. In China, myopia shows a trend toward widespread prevalence, earlier onset, and greater severity, and high myopia poses a serious threat to adolescent ocular health. Orthokeratology is currently one of the most effective clinical interventions for slowing myopia progression, yet its exact mechanisms of action have not been fully elucidated. Focusing on the various hypotheses proposed in the literature, this review summarizes the role of peripheral retinal defocus, choroidal thickness and blood flow, higher-order aberrations, accommodation, and biomechanics in myopia control with orthokeratology lenses. Specifically, the induction of peripheral myopic defocus through the reverse-geometry design of orthokeratology lenses constitutes the core mechanism by which axial elongation is slowed. After lens wear, choroidal thickening and increased blood perfusion improve the nutritional supply to the outer retina and inhibit scleral remodeling. Increases in higher-order aberrations, such as spherical aberration and coma, expand the depth of focus and reduce accommodative lag. Improvements in accommodative function and alterations in corneal biomechanics also act synergistically. These mechanisms are interrelated and act in a cascading manner to jointly inhibit axial elongation. This review aims to provide a theoretical basis for a deeper understanding of the mechanisms of orthokeratology lenses and to offer clinical references for individualized lens fitting, optimized lens design, and future research on myopia prevention and control.
6.Protective effect and mechanism of trophoblast-derived mesenchymal stem cells against liver injury in a mouse model of autoimmune hepatitis
Long XU ; Wanwan SHI ; Jiandan QIAN ; Shiyun KE ; Yusheng HE ; Xiaofang WANG ; Guiqiang WANG
Journal of Clinical Hepatology 2026;42(9):2116-2125
ObjectiveTo investigate the effect of trophoblast-derived mesenchymal stem cell (T-MSC) on concanavalin A (Con A)-induced immune-mediated liver injury in mice, as well as its association with the changes in inflammatory response. MethodsMorphological assessment, flow cytometry, and tri-lineage differentiation assay were used to observe the biological characteristics of T-MSC. In the pilot experiment, mice were divided into PBS group, T-MSC monotherapy group, and Con A groups at a concentration of 10, 15, or 20 mg/kg to evaluate the safety of T-MSC monotherapy on liver function and determine the appropriate dose for modeling. In the formal experiment, mice were divided into healthy control group (HC group), Con A group, and Con A+T-MSC group, with 5 mice in each group. The mice were given injection of Con A (15 mg/kg) via the caudal vein to establish a mouse model of immune-mediated liver injury, while the mice in the T-MSC monotherapy group were given transfusion of 1×106 T-MSCs via the caudal vein at 3 hours after modeling, and samples were collected 12 hours later. The serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), and lactate dehydrogenase (LDH) were measured; liver histopathological changes were observed, and Ishak inflammatory activity score and inflammatory necrosis area were assessed; the serum levels of inflammatory cytokines were measured; transcriptome sequencing, immunofluorescence assay, and Western blot were used to measure the changes in inflammation-related molecules in liver tissue. The Shapiro-Wilk test was used to assess the normality of continuous data, and the homogeneity of variance test was also performed; a one-way analysis of variance was used for comparison of normally distributed data with homogeneity of variance between multiple groups, and the Tukey’s post-hoc test was used for further comparison between two groups; the Kruskal-Wallis H test was used for comparison of non-normally distributed data with heterogeneity of variance between multiple groups, and the Wilcoxon test was used for further comparison between two groups. ResultsT-MSC had a long spindle shape, showed the characteristics of fibroblast-like morphology and adherent growth, and possessed the osteogenic, chondrogenic, and adipogenic differentiation abilities. Flow cytometry showed high expression levels of CD90, CD105, and CD73 in T-MSC, with a positive rate of 96.8%, 99.0%, and 99.9%, respectively, while there was low or no expression of CD31, human leukocyte antigen DR, CD45, and CD34, with a positive rate of 0.120%, 0, 0.061%, and 0, respectively. Administration of T-MSC alone did not cause obvious abnormalities in ALT, AST, or LDH. Con A at the concentrations of 10, 15, and 20 mg/kg all increased the serum levels of biochemical parameters for liver injury in a dose-dependent manner, with mortality observed in the 20 mg/kg group. In the formal experiment, compared with the HC group, the Con A group had significant increases in the serum levels of ALT, AST, and LDH (P<0.01), and after T-MSC treatment, there were significant reductions in these markers compared with the Con A group (P<0.01). HE staining showed that the Con A group had disordered structure of the liver, accompanied by marked inflammatory cell infiltration and focal/patchy necrosis, and these pathological changes were alleviated after T-MSC treatment. Compared with the HC group, the Con A group had significant increases in Ishak score and the percentage of inflammatory necrosis area (P<0.001), while there were significant reductions in these indicators after T-MSC treatment compared with the Con A group (P<0.01). ELISA showed that compared with the HC group, the Con A group had significant increases in the serum levels of interleukin-21 (IL-21), interleukin-1β (IL-1β), interleukin-2 (IL-2), interleukin-17A (IL-17A), and tumor necrosis factor-α (TNF-α) (P<0.05), and there were significant reductions in these markers after T-MSC treatment compared with the Con A group (P<0.05), with no significant differences in IL-21, IL-1β, IL-17A, and TNF-α compared with the HC group (P>0.05); although there was a significant reduction in the level of IL-2, the Con A+T-MSC group still had a significantly higher level of IL-2 than the HC group (P=0.001). In contrast, compared with the HC group, the Con A group had a significant increase in IL-10 (P<0.05), with a further increase after T-MSC treatment (P<0.05). The transcriptome analysis showed that T-MSC treatment downregulated the expression of the inflammation- and chemokine-related genes including Ccl2, Cxcl10, Il-21, and Il-6 and inhibited the inflammation-related pathways such as TNF, IL-17, nuclear factor-κB, and JAK-STAT. Immunofluorescence assay showed that compared with the HC group, the Con A group had a significant increase in the expression of IL-21 in the liver (P<0.001), and there was a significant reduction in IL-21 after T-MSC treatment compared with the Con A group (P<0.001); the results of Western blot showed the same trend. ConclusionT-MSC can alleviate Con A-induced immune-mediated liver injury in mice, as evidenced by the improvement in liver biochemical parameters, the alleviation of histopathological damage, and the overall downregulation of inflammation-related molecules. T-MSC exerts marked anti-inflammatory and immunomodulatory effects in this model, and IL-21 shows a significant change in inflammatory response and can be used as a candidate molecule for further investigation.
7.Gait characteristics and lower limb kinetic chain analysis in patients with bilateral moderate to severe hallux valgus
Yusheng WANG ; Yan SHEN ; Changlong SHI
Chinese Journal of Rehabilitation Medicine 2025;40(8):1196-1201
Objective:To observe and analyze the abnormal gait characteristics and lower limb kinematic chain in patients with bilateral moderate-to-severe hallux valgus(HV)during adaptive walking.Method:From September 2022 to August 2023,33 patients with moderate-and-severe HV were selected from the department of arthrology,Wangjing Hospital,Chinese Academy of Traditional Chinese Medicine and en-rolled in the observation group.A group of 29 healthy subjects were matched and enrolled in the control group.DC-G-150-F2 three-dimensional gait analysis system was used to collect gait characteristics and lower limb motion chain of two groups during a 10m adaptive walking test.Temporal-spatial gait parameters and ki-nematic changes in the hip,knee,and ankle joints were observed and analyzed.Result:The gait time-space parameters of left and right support phase,total double support phase,left lateral foot deviation angle,step length,stride length and pace in the observation group were significantly lower than those in the control group(P<0.05).In contrast,the time-space parameters of left and right swing phase and stride frequency in the observation group were significantly higher than those in the control group(P<0.05).The two groups had no significant difference in right lateral foot deviation angle and step width(P>0.05).The range of flexion and extension of the right hip joint,rotation of the left hip joint,rotation of the left and right knee joint and flexion and extension of the left and right ankle joint in the observation group were significantly lower than those in the control group(P<0.05).There were no significant differences be-tween the two groups in the range of motion of left hip flexion and extension,right hip rotation,left versus right hip spreading,left versus right knee flexion and extension,and left versus right ankle rotation(P>0.05).However,the range of motion of right hip rotation and right knee flexion and extension was lower than that of the control subjects(P=0.084,P=0.093).Conclusion:Gait changes in patients with bilateral moderate-to-severe bunions are characterized by shortened sin-gle and double support phases,prolonged swing phase,increased step frequency,reduced step length and stride length,and a"broken stride and slow catching up"walking pattern.The range of motion of each lower limb joint in the sagittal plane and horizontal plane is reduced,resulting in a rigid and twisted state through-out the lower limb kinematic chain.
8.Research progress in reactivation factors and prevention of retinopathy of prematurity after anti-VEGF therapy
Yusheng ZHONG ; Jianhong LIANG ; Xiaoxin LI ; Yong CHENG
Chinese Journal of Experimental Ophthalmology 2025;43(8):761-765
The intravitreal injection of anti-vascular endothelial growth factor (VEGF) agents is currently the first-line therapy for retinopathy of prematurity (ROP) in clinical practice.This therapy has several advantages, including ease of operation, rapid onset of action, and minimal adverse reactions.However, the high reactivation rate observed in clinical applications limits its utility.Understanding reactivation characteristics is crucial for patient management and clinical trial design.The International Classification of Retinopathy of Prematurity (Third edition) updated the definition of reactivation and related concepts.This article summarizes the clinical manifestations and mechanisms of ROP reactivation after anti-VEGF therapy in recent studies and analyzes high-risk factors associated with reactivation, including those related to the infant, the disease, and the medication.The goal is to provide guidance for the early identification, prevention, and intervention in clinical practice.Nevertheless, significant clinical controversies remain regarding the prevention and retreatment of ROP reactivation.Future research should accumulate more evidence-based medical data and conduct large-scale prospective studies to further standardize diagnostic and treatment processes.
9.Establishment of a digital PCR detection method for Staphylococcus aureus in laboratory animals using microdroplet technique
Yuyu LI ; Jiying YAO ; Yonglu TIAN ; Tiantian SUN ; Yusheng WEI ; Xiaying LI
Acta Laboratorium Animalis Scientia Sinica 2025;33(3):430-439
Objective To establish a rapid and accurate droplet digital PCR(ddPCR)detection method for detecting Staphylococcus aureus(SA)in laboratory animals and the environment.Methods Using the heat-stable nuclease gene(nuc)of SA as the target gene,a pair of specific primers and probes are designed within its conserved region.Optimize the reaction conditions,test the dynamic range,and evaluate the specificity and stability of the method.Using the same template,test reactions were performed with both ddPCR and real-time quantitative PCR(qPCR)method to assess the interchangeability between the two approaches.Finally,the method is applied to the detection of various clinical samples.Results The kinetic range of the established SA ddPCR method is 100~15 000 copies/μL,with a detection limit of 2.5 copies and a quantification limit of 10 copies;The specificity of this method was tested,and only SA showed positive droplets,while no positive droplets were found for other pathogens;After measuring three parallel samples,the standard deviation and relative standard deviation were calculated.It was found that within the dynamic detection interval of ddPCR,as the target copy number gradually decreased,the relative standard deviation showed an upward trend,but remained below 25%.This result indicates that the detection method has good stability.Conclusions The established ddPCR method for detecting SA has the advantages of high sensitivity,strong specificity,good stability,and good reproducibility.This method can be applied for the detection of SA in laboratory animals.
10.Research on dual performance management model in metering assessment of medical equipment
Yusheng WANG ; Yongan PENG ; Mengdi YANG ; Yifan TANG
China Medical Equipment 2025;22(1):102-107
Objective:To construct a dual performance management model based on data envelopment analysis (DEA),so as to assess the quality of metrological management of medical equipment,and formulate management countermeasures. Methods:The dual performance management model was constructed by adopting data envelopment analysis-banker-charnes-cooper (DEA-BCC). The evaluation indicator system was built from two dimensionalities included input performance and output performance,which can perform comprehensive evaluation meterring performance of equipment,so as to formulate three dimensional measure included improvement of management team,optimization of metrological process,and routine monitor and management for improving metrological management of equipment. A total of 183 used medical equipment of International Peace Maternity & Child Health Hospital of China welfare institute (IPMCH) from 2022 to 2023 were selected. The metrological management of 176 medical equipment from January to December 2022 adopted formulation of management countermeasures on the basis of subjective evaluation to perform management (subjective evaluation),and the metrological management of 177 medical equipment (included 170 equipment that were used in subjective evaluation) from January to December 2023 adopted formulation of management countermeasures on the basis of dual performance evaluation (dual performance evaluation). The self-made online survey questionnaire was used to investigate the recognition degree of 104 operators of clinical department,who used the equipment. Among of them,48 operators received the management method of subjective evaluation,and 56 operators received the dual performance evaluation. The metrological management performance,management effectiveness and clinical recognition degree of the two kinds of management methods for medical equipment were compared. Results:The values of standardized input performance,output performance and comprehensive performance of equipment,which adopted dual performance evaluation management,were respectively 87.74±3.61,97.19±1.70 and 1.11±0.04. Input performance of dual performance evaluation management was lower than that of subjective evaluation management method,and output performance and comprehensive performance of dual performance evaluation management were higher than these of subjective evaluation management method,and the differences of them between two methods were statistically significant (t=4.866,4.457,7.793,P<0.05). The average metrological pass rates of mechanics,thermodynamics,thermology,textiles and medical equipment of medical laboratory of using dual performance evaluation management were (97.99±1.14)%,(97.39±2.08)%,(97.43±1.87)%,(98.06±0.92)% and (96.77±2.03)%,respectively. All of them were higher than these of using subjective evaluation management method,and the differences of them between two methods were statistically significant (t=4.431,3.232,3.324,4.928,3.352,P<0.05). The satisfaction rates of 56 operators of equipment,who adopted dual performance evaluation management,were respectively 98.21%,94.64%,96.43%,100.00% and 98.21% for the management system,metrological frequency,metrological items,metrological effect and service quality of metrological staffs of equipment,which were higher than these of subjective evaluation management method,and the differences of them between two methods were statistically significant (x2=7.240,5.660,6.296,6.128,12.735,P<0.05). Conclusion:The dual performance management model can control the input of metrological management of medical equipment,and enhance the output of metrological management of medical equipment,and promote the operation quality of medical equipment,and improve the level of clinical service of medical equipment.

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