1.Clinical and epidemiological characteristics of human bocavirus in hospitalized children with acute lower respiratory tract infection at a hospital in Shanghai from 2021 to 2023
Shan ZHANG ; Yujuan HUANG ; Lei SHEN ; Li LIU ; Jie WANG ; Huilin ZHOU ; Leijun MENG ; Tingting CHEN
Shanghai Journal of Preventive Medicine 2026;38(3):193-198
ObjectiveTo investigate the epidemiological and clinical characteristics of human bocavirus (HBoV) in hospitalized children with acute lower respiratory tract infection (ALRTI) at a single-center children’s hospital in Shanghai, thereby providing evidence for the diagnosis, treatment, and prevention of HBoV infection. MethodsA retrospective study was conducted on 19 537 hospitalized children with ALRTI at Shanghai Children’s Hospital from January 2021 to December 2023. Multiplex polymerase chain reaction (PCR) combined with capillary electrophoresis was used to detect HBoV and 12 other common respiratory viruses /atypical pathogens. The positive detection rate, demographic characteristics (sex, age), temporal distribution (year, season) of HBoV, as well as the clinical characteristics of severe and non-severe pneumonia were analyzed. ResultsThe overall HBoV-positive rate was 2.57% (503/19 537), with 59.44% (299/503) being single infections and 40.56% (204/503) being co-infections. The positive detection rate was significantly higher in boys than that in girls (2.78% vs 2.33%, χ²=3.88, P=0.049). The highest infection rate was observed in toddlers, followed by infants (χ²=379.57, P<0.001). The positive rate peaked in 2021 and reached its lowest point in 2023 (χ²=45.49, P<0.001), with epidemics mainly prevalent in summer and autumn. The main clinical symptoms were cough (90.06%, 453/503), fever (75.94%, 382/503), and wheezing (39.96%, 201/503). Children with severe pneumonia showed a higher incidence of wheezing compared with the non-severe group (P<0.001), while underlying diseases and co-infections had no significant association with disease severity (P>0.05). ConclusionHBoV was an important pathogen of ALRTI in children, predominantly affecting infants and toddlers, with higher susceptibility in boys and seasonal peaks in autumn and summer. The main clinical manifestations included cough, fever, and wheezing, with wheezing being more prevalent in children with severe pneumonia.
2.Application of radiomics combined with machine learning algorithms for preoperative prediction of perineural invasion in oral squamous cell carcinoma
MENG Xiangze ; YUAN Ying ; YANG Xi
Journal of Prevention and Treatment for Stomatological Diseases 2026;34(5):456-470
Objective:
To explore the value of contrast-enhanced computed tomography (CT) radiomics combined with machine learning algorithms in the preoperative prediction of perineural invasion (PNI) in oral squamous cell carcinoma (OSCC), aiming to provide evidence for assisting clinical treatment decision-making.
Methods:
This study was approved by the Ethics Committee of the Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine. A total of 250 OSCC patients confirmed by postoperative pathology were included, comprising 128 PNI-positive and 122 PNI-negative cases. The dataset was randomly divided into training (n=175), validation (n=38), and independent testing (n=37) sets in a ratio of 7:1.5:1.5. Regions of interest were delineated on preoperative images, and radiomic features were extracted. After dimensionality reduction and feature selection using methods like Least Absolute Shrinkage and Selection Operator (LASSO) regression, multiple machine learning models, including support vector machine (SVM), random forest, Light gradient boosting machine (LightGBM), and a Stacking ensemble model, were constructed. Model performance was evaluated using metrics such as the area under the receiver operating characteristic curve (AUC), sensitivity, calibration curves, and decision curve analysis (DCA). Model interpretability was analyzed using Shapley additive explanations (SHAP) and grouped permutation feature importance analysis.
Results :
Among the 250 samples analyzed, the LightGBM model based on radiomics demonstrated the best performance on the independent test set, with an AUC of 0.781, outperforming models like SVM (AUC = 0.730) and Random Forest (AUC = 0.691), as well as clinical models (AUCs ranging 0.549-0.711). The LightGBM model showed good calibration (Brier score 0.198), and DCA indicated high clinical net benefit over a wide threshold probability range. Paired DeLong tests revealed no statistically significant differences in AUC between the ensemble (Stacking) model and the corresponding best-performing radiomics-based model. SHAP analysis and grouped permutation feature importance analysis further indicated that the primary discriminative information for the model came from radiomic texture features.
Conclusion
The LightGBM model based on contrast-enhanced CT radiomics demonstrated good discriminative ability for preoperative prediction of PNI in OSCC. In the independent test set, it achieved the highest AUC. This model holds promise as a non-invasive auxiliary tool for preoperative risk assessment. Given the limited sample size of the independent test set, these results require further validation in larger cohorts and external datasets.
3.Performance Evaluation and Resource Utilization Optimization of Multidisciplinary Team Model for Lung Cancer: A Real-World Study
Meng WANG ; Xiaoli ZHANG ; Jue LIU ; Jingyi TANG ; Ziming LI
Medical Journal of Peking Union Medical College Hospital 2026;17(3):637-645
To compare the performance differences between the multidisciplinary team (MDT) model and the conventional diagnostic and treatment model for lung cancer, and to explore a high-quality development pathway for optimizing lung cancer diagnostic and treatment resources. A retrospective analysis was conducted on electronic medical record data of lung cancer patients at Shanghai Chest Hospital from March 2025 to December 2025. Patients were divided into an MDT group and a conventional care group based on whether they were admitted to the integrated oncology ward. Statistical analyses were performed using the Mann-Whitney A total of 4, 758 patients with primary lung cancer were included, comprising 365 (7.7%) in the MDT group and 4, 393 (92.3%) in the conventional care group. After adjusting for confounding factors, the MDT model significantly reduced hospitalization frequency during the observation period by 48.8% ( The MDT model for lung cancer significantly reduces hospitalization frequency; however, its effect on cost per hospitalization is population-selective, with increased costs in early-stage (stage Ⅰ) patients and decreased costs in late-stage (stages Ⅱ and Ⅳ) patients. The implementation of the MDT model should adopt precise patient stratification management, prioritizing the optimal patient population to achieve the optimal allocation of medical resources.
4.Drug resistance of bacteria isolated from skin lesions in adolescent patients with acne vulgaris to commonly used antibacterial drugs
Meng SU ; Haitao LI ; Huan WANG ; Tong WANG
Chinese Journal of Nosocomiology 2025;35(12):1809-1813
OBJECTIVE To investigate the types of bacteria isolated from skin lesions in adolescent patients with ac-ne vulgaris and analyze their drug resistance to commonly used antibacterial drugs.METHODS A total of 80 ado-lescent patients with acne vulgaris admitted to the Seventh Medical Center of Chinese PLA General Hospital from Mar.2022 to Mar.2024 were enrolled.The contents of facial acne skin lesions were collected for bacterial identifi-cation and the E-test method was employed to evaluate the drug resistance rates of isolated bacteria to commonly used antibacterial drugs.RESULTS Among the collected skin lesion samples in this study,74 strains(92.50%)of Propionibacterium acnes,76 strains(95.00%)of Staphylococcus epidermidis and 12 strains(15.00%)of S.aureus were detected.No statistically significant differences were observed in the detection rates of P.acnes,S.epidermidis and S.aureus among patients of different genders,ages,disease courses or severity levels.P.ac-nes exhibited high sensitivity to tetracycline,doxycycline and minocycline(all>95%)but was almost completely resistant to metronidazole.Its sensitivity rate to macrolides such as erythromycin,clarithromycin,clindamycin,roxithromycin and azithromycin were low(<50%).S.epidermidis showed sensitivity rates of 67.11%,81.58%and 82.89%to tetracycline,doxycycline and minocycline,respectively,with high drug resistance to metronidazole(96.05%)and low sensitivity rate to erythromycin,clarithromycin,clindamycin,roxithromycin and azithromycin(<60%).S.aureus demonstrated sensitivity rates of 58.33%,75.00%and 75.00%to tetracycline,doxycycline and minocycline,respectively,while its sensitivity rates to erythromycin,clarithromycin,clindamycin,roxithro-mycin and azithromycin were 33.33%,41.67%,50.00%,41.67%and 33.33%,respectively.CONCLUSIONS The predominant bacteria isolated from skin lesions in adolescent patients with acne vulgaris are S.epidermidis and P.acnes,with a lower detection rate of S.aureus.All three isolated bacteria exhibit high sensitivity to tetra-cycline antibacterial drugs but significant drug resistance to macrolides and near-complete drug resistance to met-ronidazole.
5.Effects of Different Fixation Methods on Stability for Distal Tibial Epiphyseal Injuries in Children
Xiaoming WANG ; Zhe TUO ; Xing TONG ; Ming YANG ; Hailiang MENG ; Chenxin LIU ; Bing WANG
Journal of Medical Biomechanics 2025;40(3):713-718,748
Objective To investigate the the effects of fracture fragment size and fixation method on biomechanical stability of distal tibial epiphyseal injuries in children.Methods A three-dimensional(3D)finite element model of a Salter-Harris Ⅱ(SH-Ⅱ)epiphyseal injury with fracture fragments of varying sizes(Small,Middle,Big)was constructed using computed tomography(CT)data from the lower limb of a 10-year-old volunteer.and bone-internal fixation assemblies were created with 1-3 screws(1 S group,2 S group,3 S group)and Kirschner wire(K group).The model was subjected to gravitational forces,posterior drawer forces,and external rotation.Displacement and stress distributions on fracture fragments and fixation devices were analyzed.Results The maximum displacement for the four groups of models was concentrated at the distal end of the fracture fragment.Under gravity conditions,the maximum displacement of the distal end of the fracture fragment in the 1 S,2 S,3 S and K models in Small group was 5.69,5.57,5.56,0.11 mm,respectively,and the bone stress was 16.95,12.26,8.57 and 5.00 MPa,respectively.A high stress area at the epiphyseal plate and the fracture line was easily formed under screw fixation,while a high stress area at the edge of the epiphyseal plate was formed under Kirschner wire fixation.Conclusions When distal tibial epiphyseal injuries in children are treated by using screws,increasing the number of screws can improve the fixation stability and share local bone stress,but the connection area between the fracture fragment and the epiphyseal plate cannot be too small.Kirschner wire fixation can provide better biomechanical effects than screw fixation.
6.Mechanism of action of hispidulin on cervical cancer based on network pharmacology and in vitro cell experiments
Hui-jun MENG ; Wen-jie HUANG ; Xiao-tong YU ; Hai YANG ; Ye WANG
Chinese Pharmacological Bulletin 2025;41(7):1367-1375
Aim To explore the mechanism of hispidu-lin in the treatment of cervical cancer by using network pharmacology and molecular docking methods and veri-fy it by in vitro experiments.Methods Cervical canc-er HeLa and SiHa cells were cultivated in vitro,and CCK-8 assay,cloning assay,scratch assay,transwell as-say,and flow cytometry were used to detect the effects of hispidulin on cell proliferation,migration,invasion,and apoptosis.SwissTarget Prediction was used to ob-tain predicted targets for hispidulin.Potential targets for cervical cancer were screened in GeneCards disease database.R software Venn package was used to obtain the intersection target genes of hispidulin and cervical cancer,STRING website and Cytoscape software were used to obtain protein-protein interaction(PPI)net-work,and the core targets were screened.The GEIPA data analysis platform was employed to analyze the dif-ferential gene expression levels of core targets in cervi-cal cancer.Gene Ontology(GO)and Kyoto Encyclo-pedia of Genes and Genomes(KEGG)enrichment a-nalysis were performed,and molecular docking was car-ried out on key targets.Western blot was used to detect the regulatory effects of hispidulin on the expression of key proteins PI3K,p-Akt,as well as core target pro-teins MMP9 and RARP1 in the PI3K/Akt signaling pathway.Results Cell experiments showed that after treatment with hispidulin,the proliferation and colony formation abilities of HeLa and SiHa cells significantly decreased in a concentration-and time-dependent man-ner.At the same time,the lateral and longitudinal mi-gration and invasion abilities of HeLa cells decreased,and the level of apoptosis significantly increased.A to-tal of 87 intersection targets between hispidulin and cervical cancer were obtained,and eight core targets,namely,Akt1,EGFR,SRC,ESR1,PTGS2,GSK3β,MMP9,and PARP1,were selected based on the degree values in network topology analysis.KEGG enrichment screening identified PI3K/Akt signaling pathway,canc-er pathway,and other signaling pathways.The molecu-lar docking results showed that hispidulin had strong affinity activity with AktⅠ,P13K,MMP9,and RARP1.Western blot results showed downregulation of PI3K,p-Akt expression,as well as MMP9 and RARP1 expres-sion.Conclusions Hispidulin can inhibit the prolif-eration,migration,invasion,and promote apoptosis of cervical cancer cells by downregulating the PI3K/Akt signaling pathway and the expression of MMP9 and RARP1.
7.Construction of risk nomogram of distant metastasis in gallbladder cancer based on the SEER database
Yingfei WEI ; Mengcheng WANG ; Tao MENG ; Zhong TONG
China Modern Doctor 2025;63(9):15-19,28
Objective To investigate the clinical factors affecting the risk of distant metastasis in patients with gallbladder carcinoma(GBC)and to construct a predictive model for metastasis risk.Methods Retrospective analysis was conducted on 4979 GBC patients from the surveillance,epidemiology,and end results(SEER)database from January 2000 to December 2021,which were divided into a training set(n=3485)and an internal validation set(n=1494)in a 7∶3 ratio.Additionally,47 GBC patients from Hefei First People's Hospital from January 2009 to December 2024 were collected as an external validation set.In the training set,univariate and multivariate analyses were performed to identify independent predictors of distant metastasis in GBC and to construct a predictive model.The predictive ability of the model was assessed by using area under the receiver operating characteristic curve.The model's calibration and clinical utility were evaluated through calibration curves and decision curve analysis.Results The results of univariate and multivariate analyses revealed that Caucasian,tumor size,T stage,and N stage were independent risk factors for distant metastasis in patients with GBC(P<0.05).The predictive model constructed based on these factors had an AUC of 0.727,indicating good predictive performance.In the training set,internal validation set,and external validation set,the predictive results of this model showed good consistency with the actual situation.Conclusion The nomogram established by using SEER database can accurately predict the distant metastasis status in patients with GBC and demonstrates good clinical applicability.It assists clinicians in intuitively assessing the distant metastasis rate in GBC patients,thereby facilitating the formulation of personalized treatment plans.
8.Comparison of the actions of different anesthetics in the post-stroke dysphagia model of mouse
Tong RAO ; Zehua RAO ; Cong TIAN ; Meng LU ; Ankun CHEN ; Xin LIU ; Zhimiao MURONG ; Zenghui YUE
Chinese Journal of Neuroanatomy 2025;41(1):59-66
Objective:To explore the effects three of anesthetics(tribromoethanol,isoflurane,and pentobarbital so-dium)on the outcome of mice with post-stroke dysphagia(PSD)induced by photothrombosis(PT)method,and to e-valuate which anesthetic is more suitable for the preparation of this model.Methods:Sixty-six male C57BL/6J mice were divided into Tribromoethanol group,Isoflurane group,Pentobarbital sodium group and Sham group.The post-stroke dysphagia model was established by PT.Before and 5 min after modeling,a laser speckle imager was used to measure the regional cerebral blood flow(rCBF)decrease rate of mice and record the wake-up time of mice.Forty-eight hours after modeling,the mortality rate of PSD mice in three groups was recorded and the rCBF decrease rate was meas-ured again.The neurological function of mice was evaluated using the neurological deficit score,the water intake of mice was recorded using the 4-min drinking test,the infarct volume ratio was measured using the TTC staining method,and the swallowing counts induced by water administration was recorded using the multichannel physiological recorder MP160 and the myoelectric area of the swallowing muscle was calculated.Results:There was no statistical difference in the percentage of decrease in rCBF,infarct volume ratio,neurological deficit score,water intake,swallowing counts,and myoelectric area of swallowing muscle among the three groups of PSD mice 48 h after modeling(P>0.05).Com-pared with the Tribromoethanol group and the Pentobarbital sodium group,the rCBF of the mice in the Isoflurane group decreased rapidly within 5 min(P<0.05),and the mortality rate of the mice was lower and the awakening time was shorter.(P<0.05).Conclusion:The use of different anesthesia will affect the mortality rate,wake-up time and the downward trend of rCBF within 48 h after modeling of PSD mice.Among the three anesthetics,isoflurane is more suit-able as an anesthetic for the PSD mouse model.
9.Drug resistance of bacteria isolated from skin lesions in adolescent patients with acne vulgaris to commonly used antibacterial drugs
Meng SU ; Haitao LI ; Huan WANG ; Tong WANG
Chinese Journal of Nosocomiology 2025;35(12):1809-1813
OBJECTIVE To investigate the types of bacteria isolated from skin lesions in adolescent patients with ac-ne vulgaris and analyze their drug resistance to commonly used antibacterial drugs.METHODS A total of 80 ado-lescent patients with acne vulgaris admitted to the Seventh Medical Center of Chinese PLA General Hospital from Mar.2022 to Mar.2024 were enrolled.The contents of facial acne skin lesions were collected for bacterial identifi-cation and the E-test method was employed to evaluate the drug resistance rates of isolated bacteria to commonly used antibacterial drugs.RESULTS Among the collected skin lesion samples in this study,74 strains(92.50%)of Propionibacterium acnes,76 strains(95.00%)of Staphylococcus epidermidis and 12 strains(15.00%)of S.aureus were detected.No statistically significant differences were observed in the detection rates of P.acnes,S.epidermidis and S.aureus among patients of different genders,ages,disease courses or severity levels.P.ac-nes exhibited high sensitivity to tetracycline,doxycycline and minocycline(all>95%)but was almost completely resistant to metronidazole.Its sensitivity rate to macrolides such as erythromycin,clarithromycin,clindamycin,roxithromycin and azithromycin were low(<50%).S.epidermidis showed sensitivity rates of 67.11%,81.58%and 82.89%to tetracycline,doxycycline and minocycline,respectively,with high drug resistance to metronidazole(96.05%)and low sensitivity rate to erythromycin,clarithromycin,clindamycin,roxithromycin and azithromycin(<60%).S.aureus demonstrated sensitivity rates of 58.33%,75.00%and 75.00%to tetracycline,doxycycline and minocycline,respectively,while its sensitivity rates to erythromycin,clarithromycin,clindamycin,roxithro-mycin and azithromycin were 33.33%,41.67%,50.00%,41.67%and 33.33%,respectively.CONCLUSIONS The predominant bacteria isolated from skin lesions in adolescent patients with acne vulgaris are S.epidermidis and P.acnes,with a lower detection rate of S.aureus.All three isolated bacteria exhibit high sensitivity to tetra-cycline antibacterial drugs but significant drug resistance to macrolides and near-complete drug resistance to met-ronidazole.
10.Antimicrobial resistance surveillance in the bacterial strains isolated from pediatric intensive care units in China:results from 2020 to 2022
Jing LIU ; Huiyuan YAN ; Gangfeng YAN ; Guoping LU ; Pan FU ; Chuanqing WANG ; Danqun JIN ; Wenjia TONG ; Chenyu ZHANG ; Jianli CHEN ; Yi LIN ; Jia LEI ; Yibing CHENG ; Qunqun ZHANG ; Kaijie GAO ; Yuanyuan CHEN ; Shufang XIAO ; Juan HE ; Li JIANG ; Huimin XU ; Yuxia LI ; Hanghai DING ; Hehe CHEN ; Yao ZHENG ; Qunying CHEN ; Ying WANG ; Hong REN ; Chenmei ZHANG ; Zhenjie CHEN ; Mingming ZHOU ; Yucai ZHANG ; Yiping ZHOU ; Zhenjiang BAI ; Saihu HUANG ; Lili HUANG ; Weiguo YANG ; Weike MA ; Qing MENG ; Pengwei ZHU ; Yong LI ; Yan XU ; Yi WANG ; Yanqiang DU ; Huijun CAI ; Bizhen ZHU ; Huixuan SHI ; Shaoxian HONG ; Yukun HUANG ; Meilian HUANG
Chinese Journal of Infection and Chemotherapy 2025;25(3):303-311
Objective This study aimed to investigate the antimicrobial resistance profiles of bacterial strains isolated from pediatric intensive care units(PICU)in China for better antimicrobial therapy.Methods Clinical isolates were collected from 17 institutions,including tertiary care children's hospitals and pediatric department of tertiary general hospitals in China from January 1,2020 to December 31,2022.Antimicrobial susceptibility testing was carried out according to a unified protocol using Kirby-Bauer method or automated systems.Results were interpreted according to the breakpoints released by the Clinical and Laboratory Standards Institute(CLSI)in 2020.Results A total of 10 688 isolates were collected,including gram-positive organisms(39.2%)and gram-negative organisms(60.8%).The top three organisms were S.aureus(13.6%,1 453/10 688),A.baumannii(10.0%,1 067/10 688),and coagulase-negative Staphylococcus(9.9%,1 058/10 688).Multi-drug resistant organisms(MDROs)were very common in children.The prevalence of methicillin-resistant Staphylococcus aureus(MRSA),carbapenem-resistant Enterobacterales(CRE),carbapenem-resistant E.coli,carbapenem-resistant K.pneumoniae(CRKP),carbapenem-resistant A.baumannii(CRAB),and carbapenem-resistant P.aeruginosa(CRPA)was 41.1%,19.4%,8.8%,30.9%,67.4%,and 28.8%,respectively.Overall,more than 50%of Enterobacteriales isolates were resistant to cephalosporins,while nearly 25%of Enterobacteriales isolates were resistant to carbapenems.MDROs were highly resistant to commonly used antibiotics.More than 80%of CRE and CRAB strains were resistant to all beta-lactam antibiotics.CRE and CRAB showed low resistance rates to tigecycline and polymyxin.CRPA showed lower resistance rates to piperacillin,beta-lactamase inhibitor combinations than the resistance rates to third and fourth generation cephalosporins.All of the Staphylococcus and Enterococcus isolates were susceptible to vancomycin and tigecycline.None of PRSP strains isolated from meningitis and nonmeningitis samples were resistant to rifampicin,vancomycin,or linezolid.The prevalence of β-lactamase-negative ampicillin-resistant(BLNAR)strains was 43.3%in Haemophilus influenzae.Conclusions MDROs were prevalent in PICU.It is necessary to establish an effective multidisciplinary team(MDT)to control the antimicrobial resistance.


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