Objective : To develop and to validate a combined model integrating18F-FDG PET/CT radiomics with clinical features to distinguish between lymphoma and lymphoid inflammatory hyperplasia. Methods : A retrospective study was conducted on a cohort of 232 patients diagnosed with lymphoma or lymphoid inflammatory hyperplasia. Comparative analyses of clinical and traditional imaging indicators were performed to identify inter-group differences. The clinical features were delineated and extracted using medical software including 3D-Slicer and Lifex. Selection of the features was performed to construct a PET/CT-based radiomics Logistic model, with a combined model integrating PET/CT with clinical features then used to evaluate the discriminative efficacy of these models. Results: Analysis of inter-group differences indicated that age, CTmean, and metabolic tumor volume(MTV)were effective for differentiating between lymphoma and lymphoid inflammatory hyperplasia(P<0.05). The PET/CT-based radiomics Logistic model differentiated between lymphoma and lymphoid inflammatory hyperplasia, with an area under curve(AUC) of 0.924(95%CI: 0.884-0.960) and 0.863(95%CI: 0.774-0.939) in the training and testing cohorts, respectively. The integrated Logistic model that combined PET/CT-based radiomics with clinical features to distinguish between lymphoma and lymphoid inflammatory hyperplasia achieved an AUC of 0.933(95%CI: 0.889-0.969) in the training cohort and 0.884(95%CI: 0.792-0.964) in the testing cohort. Decision curve analysis(DCA) demonstrated that the integrated model provided the greatest clinical net benefit. Conclusion The hybrid model integrating18F-FDG PET/CT radiomics with clinical features shows robust diagnostic efficacy to distinguish between lymphoma and lymphoid inflammatory hyperplasia.

Objective To explore the protective effect of 7,8-dihydroxyflavone(7,8-DHF)on the retina of diabetic rats and its mechanism.Methods A total of 18 SPF-grade male Sprague-Dawley(SD)rats were selected and randomly divided into three groups:the normal group,the model group,and the experimental group,with six rats in each group.Rats in the normal group were fed with a normal diet,while those in the remaining two groups were fed with a high-fat emulsion through oral gavage continuously for 2 weeks to establish a diabetes model.Rats in the experimental group were provided with 7,8-DHF(5 mg?kg-1)by continuous intraperitoneal injection,while those in the normal and model groups were provided with an equal volume of normal saline.The rats in all groups received intervention once a day for 2 weeks.The changes in the body mass and fasting blood glucose(FBG)were observed before and after modeling.Besides,the changes in the retina of rats in each group were observed by fundus fluorescence angiography(FFA)after 2 weeks.Moreo-ver,the changes and apoptosis of retinal neuronal cells were detected by hematoxylin and eosin(HE)staining,CD31 im-munofluorescence,and terminal deoxynucleotidyl transferase dUTP nick end labeling(TUNEL)assays.Results After 2 weeks of continuous intervention,compared with the normal group,the body mass of rats in the model and experimental groups decreased(both P＜0.05),and the FBG increased significantly(both P＜0.05);compared with the model group,the experimental group showed an increase in the body mass(P＜0.05)and a decrease in the FBG(P＜0.05).The fundus photography and FFA of rats in the three groups did not reveal any fundus features of diabetic retinopathy.The HE staining results showed that the retina of rats in the normal and experimental groups was structurally intact,with neatly arranged cells and uniform thickness;the retinal structure of rats in the model group remained clear.However,the thickness of the inner layers of the retina of rats in the model group was thinner compared with the normal and experimental groups,exhibi-ting significant differences(both P＜0.05).The CD31 immunofluorescence assay results indicated that the CD31 immuno-fluorescence intensity values of rats in the three groups were roughly comparable,without significant differences(all P＞0.05).The TUNEL assay results suggested that the apoptosis of retinal neurons increased in rats in the model group com-pared with the normal group,exhibiting significant differences(P＜0.001);compared with the model group,the apoptosis of retinal neurons of rats in the experimental group decreased significantly,displaying significant differences(P＜0.001).Conclusion The apoptosis of retinal neurons in diabetic rats may precede vascular endothelial cell injury.7,8-DHF can improve the body mass,decrease the blood glucose level,and protect the retinal neurons in diabetic rats.

Objective To explore the risk factors of respiratory failure(RF)in patients with Klebsiella pneumoniae pneumonia(KPN).Methods A total of 79 KPN patients admitted to Jilin Provincial People's Hospital from July 2023 to July 2024 were selected as subjects.Patients were divided into RF group(n=42)and non-RF group(n=37)based on RF comorbidity status.Independent risk factors for RF comorbidity were identified through univariate analysis and multivariate Logistic regression,with model predictive performance evaluated using receiver operating characteristic(ROC)curve.Results Compared to non-RF group,serum procalcitonin(PCT)levels were higher and serum albumin(ALB)and oxygenation index were lower in RF group(P＜0.05).Univariate analysis identified age,bedridden status,number of comorbidities,PCT,oxygenation index,ALB,multi-lobar infiltration,and mechanical ventilation as significant predictors of RF development in KPN patients.Multivariate Logistic analysis showed that elevated PCT levels,decreased oxygenation index,and reduced ALB were independent risk factors for RF in KPN patients,with area under the ROC curve of predictive model being 0.884.Conclusion When blood PCT is elevated,blood ALB is reduced,and the oxygenation index is decreased,the likelihood of RF in KPN patients is significantly increased.

Objective:To evaluate the impact of implementing a regional hierarchical medical management model based on the medical internet of things (medical IoT) on the frequency of emergency department visits and hospitalizations, as well as related medical expenses, in patients with chronic obstructive pulmonary disease (COPD).Methods:This retrospective study included COPD patients enrolled in the regional hierarchical medical management system based on Medical IoT across 21 community health service centers in Songjiang District, Shanghai, between July 2017 and May 2018. Utilizing patient data from the year prior to enrollment as the baseline, changes in the number of emergency visits, hospitalizations, and associated medical costs during the first and second years of management were compared. Changes for patients receiving drug treatment were also analyzed.Results:A total of 973 COPD patients were enrolled. The mean age was 75.2±17.0 years, and 64.34% (626/973) were male. Compared to baseline, all COPD patients in the first year of management showed significant reductions: emergency visits decreased by 33.67%, total emergency costs by 45.60%, hospitalizations by 27.15%, and total hospitalization costs by 25.42%. In the second year, reductions were: emergency visits by 28.08%, total emergency costs by 36.10%, hospitalizations by 35.26%, and total hospitalization costs by 18.13% (all P<0.05). Among patients receiving drug therapy, reductions in the first year were: emergency visits by 39.66%, total emergency costs by 47.54%, hospitalizations by 25.19%, and total hospitalization costs by 28.40%. In the second year, reductions were: emergency visits by 46.98%, total emergency costs by 45.99%, hospitalizations by 41.98%, and total hospitalization costs by 24.94% (all P<0.05). No significant differences were observed before and after management for patients without drug treatment. Conclusion:The implementation of the regional hierarchical medical management model based on Medical IoT significantly reduced the frequency of emergency visits and hospitalizations, as well as related costs, for COPD patients.

Objective:To analyze transcranial sonography（TCS）imaging characteristics of rats with 6-hydroxydopamine hydrochloride（6-OHDA）and explore the correlations between the imaging characteristics with motor deficits and pathological changes.Methods:Twenty-nine male SD rats were divided into 3 groups：8 in the no-treatment control（NC）group，10 in the Sham group and 11 in the 6-OHDA group. The model for Sham/Parkinson's disease（PD）was established by stereotacticly injecting saline/6-OHDA containing ascorbic acid to bilateral substantia nigra pars compacta（SNpc）. After three weeks，the models were stable. At the fourth week and seventh week，the behavioral testing was accomplished. The TCS examination was performed weekly at the same time for four weeks. At the eighth week，the rats were sacrificed for pathology.Results:①Behavioral testing：6-OHDA group showed asymmetric motor deficits and the difference was significant compared with the NC group and Sham group（both P<0.001）. ②TCS examination：compared with the NC and Sham group，there were asymmetric substantia nigra hyperechogenicity（SNH）in 6-OHDA group（both P<0.05）；meanwhile the area of SNH in the left was significantly larger in the right side（ P<0.05）.No significant change in SNH area was found during the continuous observation period of weeks 4-7. For 6-OHDA group，the area of SNH was negatively correlated with the number of forelimb wall-touches（ r=-0.825， P＜0.001）. ③Pathological examination：compared with NC group and sham group，the substantia nigra（SN）of 6-OHDA group showed a series of pathological events，including dopaminergic（DA）neurons asymmetrically decreasing，asymmetric ironion deposition and the number of active microglia increasing（all P＜0.05）. Correlation analysis showed that the area of SNH was negatively correlated with the number of DA neurons survivors（ r=-0.689， P=0.013），while the activation of microglial and the deposition of iron were positively correlated with the area of SNH（ r=0.915，0.735；all P＜0.001）. Conclusions:Asymmetric SNH of 6-OHDA PD rats is a representation of asymmetric motor deficits，and the mechanism is related to a catalogue of asymmetric pathological changes in SN，which comprise DA neurons decreasing，asymmetric iron ions deposition，microglial activating.

Two typical cases of dentigerous cyst were reported in detial.The treatment progresses of the two cases were analyzed to ex-plore the improvement and feasibility of minimally invasive treatment methods for dental cysts.

Objective:To explore the changes of brain excitation/inhibition balance and gray matter volume (GMV) and their correlations with clinical features in benign childhood epilepsy with centrotemporal spikes (BECTS).Methods:A cross-sectional study was performed; 83 BECTS children enrolled from Department of Diagnostic Radiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University from January 2015 to January 2024 were selected as BECTS group. During the same period, 101 age- and gender-matched healthy children were recruited as healthy control group through advertisements in local primary schools. Data of conventional MRI and resting-state functional MRI (rs-fMRI) of the two groups were collected. Whole brain GMV was analyzed by voxel-based morphometry (VBM), and Hurst index was calculated based on time series data of blood oxygen level dependent (BOLD) signal of rs-fMRI. Correlations of GMV and Hurst index with disease duration and onset age in children with BECTS were explored by Pearson correlation analysis.Results:Compared with the healthy control group, the BECTS group had significantly increased GMV and decreased Hurst index in the bilateral Rolandic region ( P<0.05). Pearson correlation analysis showed that in the BECTS group, GMV in bilateral Rolandic region was negatively correlated with onset age ( r=-0.267, P=0.015) and positively correlated with disease course ( r=0.267, P=0.015); Hurst index in bilateral Rolandic region was positively correlated with onset age ( r=0.323, P=0.003) and negatively correlated with disease course ( r=-0.240, P=0.029); Hurst index was negatively correlated with GMV in bilateral Rolandic region ( r=-0.328, P=0.003). Conclusion:BECTS children have excitation/inhibition imbalance in epilepsy-related regions and cortical structural delay, and both of them are related to onset age and disease course.

Objective:To observe therapeutic effect of catalpol on Sj?gren's syndrome(SS)model mice and explore further mechanism through vitro experiments.Methods:Eight-week-old NOD mice were given catalpol 100 mg/kg by gavage for 8 weeks.Serum levels of IFN-γ and IL-17 were measured.Pathological of salivary glands were observed.lnc-NONHSAT071210 shRNA trans-fected salivary gland epithelial cell lines were treated with 50 μmol/L catalpol,and expression of lnc-NONHSAT071210 was detected.Cells were intervented by 10 ng/ml IFN-γ,lnc-NONHSAT071210 shRNA and catalpol treatment for 72 h,cell proliferation and expressions of IL-17 and IFN-γ were detected.Results:Compared with control group,expressions of IFN-γ and IL-17 were decreased(P<0.05),pathology of salivary gland showed that infiltration of lymphocytes was reduced and destruction of gland structure was significantly reduced in catalpol group.Compared with IFN-γ intervention group,catalpol treatment significantly increased prolifera-tion of salivary gland epithelial cells,and decreased expressions of IFN-γ and IL-17(P<0.05).After catalpol treatment,expression of lnc-NONHSAT071210 was decreased(P<0.05).Moreover,IFN-γ and IL-17 expressions were decreased by catalpol and lnc-NONH-SAT071210 shRNA co-treatment(P<0.01).Conclusion:Catalpol can inhibit expressions of inflammatory cytokines in serum and infiltration of lymphocyte in salivary gland of SS model mice,and inhibit salivary gland ductal fine epithelial inflammatory response and progression of SS by regulating lnc-NONHSAT071210.

Two typical cases of dentigerous cyst were reported in detial.The treatment progresses of the two cases were analyzed to ex-plore the improvement and feasibility of minimally invasive treatment methods for dental cysts.

Objective To explore the protective effect of 7,8-dihydroxyflavone(7,8-DHF)on the retina of diabetic rats and its mechanism.Methods A total of 18 SPF-grade male Sprague-Dawley(SD)rats were selected and randomly divided into three groups:the normal group,the model group,and the experimental group,with six rats in each group.Rats in the normal group were fed with a normal diet,while those in the remaining two groups were fed with a high-fat emulsion through oral gavage continuously for 2 weeks to establish a diabetes model.Rats in the experimental group were provided with 7,8-DHF(5 mg?kg-1)by continuous intraperitoneal injection,while those in the normal and model groups were provided with an equal volume of normal saline.The rats in all groups received intervention once a day for 2 weeks.The changes in the body mass and fasting blood glucose(FBG)were observed before and after modeling.Besides,the changes in the retina of rats in each group were observed by fundus fluorescence angiography(FFA)after 2 weeks.Moreo-ver,the changes and apoptosis of retinal neuronal cells were detected by hematoxylin and eosin(HE)staining,CD31 im-munofluorescence,and terminal deoxynucleotidyl transferase dUTP nick end labeling(TUNEL)assays.Results After 2 weeks of continuous intervention,compared with the normal group,the body mass of rats in the model and experimental groups decreased(both P＜0.05),and the FBG increased significantly(both P＜0.05);compared with the model group,the experimental group showed an increase in the body mass(P＜0.05)and a decrease in the FBG(P＜0.05).The fundus photography and FFA of rats in the three groups did not reveal any fundus features of diabetic retinopathy.The HE staining results showed that the retina of rats in the normal and experimental groups was structurally intact,with neatly arranged cells and uniform thickness;the retinal structure of rats in the model group remained clear.However,the thickness of the inner layers of the retina of rats in the model group was thinner compared with the normal and experimental groups,exhibi-ting significant differences(both P＜0.05).The CD31 immunofluorescence assay results indicated that the CD31 immuno-fluorescence intensity values of rats in the three groups were roughly comparable,without significant differences(all P＞0.05).The TUNEL assay results suggested that the apoptosis of retinal neurons increased in rats in the model group com-pared with the normal group,exhibiting significant differences(P＜0.001);compared with the model group,the apoptosis of retinal neurons of rats in the experimental group decreased significantly,displaying significant differences(P＜0.001).Conclusion The apoptosis of retinal neurons in diabetic rats may precede vascular endothelial cell injury.7,8-DHF can improve the body mass,decrease the blood glucose level,and protect the retinal neurons in diabetic rats.