Objective:To construct a machine-learning model for predicting the progression of pancreatic cystic lesions (PCLs) based on clinical and CT features, and to evaluate its predictive performance in internal/external testing cohorts.Methods:Baseline clinical and radiological data of 200 PCLs in 177 patients undergoing abdominal thin slice enhanced CT examination at Peking Union Medical College Hospital from July 2014 to December 2022 were retrospectively collected. PCLs were divided into progressive and non-progressive groups according to whether the signs indicated for surgery by the guidelines of the European study group on PCLs were present during three-year follow-up. 200 PCLs were randomly divided into training (150 PCLs) and internal testing cohorts (50 PCLs) at the ratio of 1∶3. 15 PCLs in 14 patients at Jinling Affiliated Hospital of Medical School of Nanjing University from October 2011 to May 2020 were enrolled as external testing cohort. The clinical and CT radiological features were recorded. Multiple feature selection methods and machine-learning models were implemented and combined to identify the optimal machine-learning model based on the 10-fold cross-validation method. Receiver operating characteristics (ROC) curve was drawn and area under curve (AUC) was calculated. The model with the highest AUC was determined as the optimal model. The optimal model's predictive performance was evaluated on testing cohort by calculating AUC, sensitivity, specificity and accuracy. Permutation importance was used to assess the importance of optimal model features. Calibration curves of the optimal model were established to evaluate the model's clinical applicability by Hosmer-Lemeshow test.Results:In training and internal testing cohorts, the progressive and non-progressive groups were significantly different on history of pancreatitis, lesions size, main pancreatic duct diameter and dilation, thick cyst wall, presence of septation and thick septation (all P value <0.05) In internal testing cohort, the two groups were significantly different on gender, lesion calcification and pancreatic atrophy (all P value <0.05). In external testing cohort, the two groups were significantly different on lesions size and pancreatic duct dilation (both P<0.05). The support vector machine (SVM) model based on five features selected by F test (lesion size, thick cyst wall, history of pancreatitis, main pancreatic duct diameter and dilation) achieved the highest AUC of 0.899 during cross-validation. SVM model for predicting the progression of PCLs demonstrated an AUC of 0.909, sensitivity of 82.4%, specificity of 72.7%, and accuracy of 76.0% in the internal testing cohort, and 0.944, 100%, 77.8%, and 86.7% in the external testing cohort. Calibration curved showed that the predicted probability by the model was comparable to the real progression of PCLs. Hosmer-Lemeshow goodness-of-fit test affirmed the model's consistency with actual PCLs progression in testing cohorts. Conclusions:The SVM model based on clinical and CT features can help doctors predict the PCLs progression within three-year follow-up, thus achieving efficient patient management and rational allocation of medical resource.

Objective To analysis the current situation of hospitalized patients seeking medical treatment across different counties and the influencing factors from both the inflow and outflow perspectives.Methods Using the fourth quarter data of 2019 from the medical record index,with Sichuan Province as the research area,it analyzed the spatial flow of patients based on the patient's county of residence,the county where the hospital is located,and the number of mobile patients.By combining information at the individual patient level,healthcare institution level,and county level,it established two-level random intercept logistic regression analysis to explore the influencing factors from the perspectives of inflow and outflow.Results The proportion of patients seeking medical treatment across different counties in Sichuan is 22.90%.The majority of patients,with a population of over one thousand,are concentrated in the eastern region.However,the western region has a higher proportion of patients seeking medical treatment across counties.Chengdu and Mianyang are both the largest sources and recipients of patient flows.Being Han Chinese(49%,P＜0.001),male(2%,P＜0.001),Stable income(6%,P＜0.001)and better medical insurance coverage(16%,P＜0.001)at the patient level,as well as better healthcare resources at the institutional level,and higher economic(20%,P＜0.001)and medical levels(5%,P＜0.001)at the district and county level promote patients seeking medical treatment across counties.Conclusion Hospitalized patients in Sichuan Province tend to seek medical treatment from surrounding counties towards the county centers,as well as flowing to Chengdu from various locations.Promoting hierarchical medical treatment and encouraging patients to seek appropriate medical services can be achieved through strengthening patient health education,improving healthcare service levels,and promoting coordinated development between the economy and medical industry.

Objective:To investigate the potential mechanism of miR-1298-5p in non-small cell lung cancer(NSCLC)to regu-late the MSH2 gene and its effect on the biological behavior of tumor cells and the tumor immune microenvironment.Methods:Bioin-formatics was used to identify the key genes and miRNA involved in NSCLC.Cell proliferation was detected by CCK-8 assay,and cell invasion and migration were detected by Transwell assay.Levels of inflammatory factors were detected by ELISA assay.Western blot was used to measure the expression of MSH2 in cells,and fluorescence quantitative polymerase chain reaction(RT-qPCR)was used to detect the expressions of miR-1298-5p and MSH2 gene in NSCLC cells.Dual luciferase reporter gene assay was performed to verify the targeting relationship between miR-1298-5p and MSH2.Spearman correlation analysis was performed to correlate miR-1298-5p with immune cells and immune factors in the tumor immune microenvironment.Results:The level of miR-1298-5p was down-regulated in NSCLC cells compared with normal lung tissue cells.miR-1298-5p overexpression inhibited the proliferation,migration and inva-sion of NSCLC cells.MSH2 was confirmed to be a target gene of miR-1298-5p using luciferase reporter gene assay.Furthermore,down-regulation of miR-1298-5p in NSCLC cells could be reversed by silencing MSH2.miR-1298-5p expression levels were negatively corre-lated with the levels of Treg,IL-10,and TGF-β,and positively correlated with the levels of CD3+T,CD4+T,CD8+T,NK cells,IL-2,and IFN-γ.Conclusion:miR-1298-5p negatively regulates MSH2 to inhibit the proliferation,invasion and migration of NSCLC cells and improve the tumor immune microenvironment.

Objective:To explore the feasibility of smart phone real-time picture exchange-assisted telecytopathology for rapid on-site evaluation (tele-ROSE), and the role of tele-ROSE in improving the diagnostic efficiency of endoscopic physicians.Methods:Data of patients who underwent endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) from April 2020 to May 2021 in Qilu Hospital of Shandong University were retrospectively collected. Patients who didn't receive ROSE from April 2020 to October 2020 were enrolled in the non-ROSE group, and those who underwent ROSE from November 2020 to May 2021 were enrolled in the ROSE group, of which endosonographers used WeChat on the smartphone to send ROSE images to cytopathologists from November 2020 to March 2021 were the mobile phone group, and those whose ROSE results independently diagnosed by trained endosonographers from April 2021 to May 2021 were the self-ROSE group. Basic information, ROSE results, postoperative pathology and follow-up were compared, and the diagnostic effectiveness of tele-ROSE was analyzed.Results:A total of 188 cases were included, of which 179 cases (95.2%) were solid pancreatic lesions and 9 (4.8%) were enterocoelia lesions. There was no significant difference in the puncture time among the non-ROSE, mobile phone and self-ROSE groups [3 (3, 4) VS 3 (3, 4) VS 3 (2, 4), H=1.320, P=0.517]. With the final diagnosis as the golden standard, the sensitivity, the specificity, the accuracy, the positive predictive value, the negative predictive value and Kappa value of the non-ROSE group were 80.6% (58/72), 89.5% (17/19), 82.4% (75/91), 96.7% (58/60), 54.8% (17/31), and 0.6 respectively. The corresponding indices in the ROSE group were 97.4% (74/76), 100.0% (21/21), 97.9% (95/97), 100.0% (74/74), 91.3% (21/23), and 0.9 respectively, those of the mobile phone group were 95.2% (40/42), 100.0% (10/10), 96.2% (50/52), 100.0% (40/40), 83.3% (10/12), and 0.9 respcetively, and those of the self-ROSE group were 100.0% (34/34), 100.0% (11/11), 100.0% (45/45), 100.0% (34/34), 100.0% (11/11), and 1.0 respectively. The sensitivity ( P=0.002), the accuracy ( P=0.001) and the negative predictive value ( P=0.009) of the ROSE group were significantly higher than those of the non-ROSE group, and there was no significant difference in other diagnostic efficacy indices ( P>0.05). There was no significant difference between the mobile phone group and the self-ROSE group in diagnostic efficacy ( P>0.05). Conclusion:Instant smartphone-assisted tele-ROSE through WeChat can well meet the needs of pathologists and endoscopic physicians. After the application of tele-ROSE training, the diagnostic accuracy of endoscopic physicians is equivalent to that of cytopathologist, which helps to obtain more sufficient specimens under endoscopy and improve the diagnostic accuracy of EUS-FNA.

ObjectiveTo study the differences in volatile oil content of bran-processed Atractylodes lancea and its standard decoction concentrate and freeze-dried powder， as well as the differences in the types and contents of chemical components in volatile oil， and to clarify the quality value transmitting. MethodTen batches of A. lancea rhizoma were collected and prepared into raw products and bran-processed products of A. lancea， standard decoction concentrate and freeze-dried powder of bran-processed A. lancea in order to extract the volatile oil， and the transfer rate of volatile oil in each sample was calculated. Quantitative analysis of the main chemical components（β-eudesmol， atractylon， atractylodin） in each volatile oil was performed by gas chromatography（GC） on the HP-5 quartz capillary column（0.32 mm×30 m， 0.25 μm） with a flame ionization detector（FID）， a split ratio of 10∶1 and a temperature program（initial temperature at 80 ℃， hold for 1 min， rise to 150 ℃ at 10 ℃·min^-1， hold for 10 min， rise to 155 ℃ at 0.5 ℃·min^-1， hold for 5 min， rise to 240 ℃ at 8.5 ℃·min^-1， hold for 8 min）. Cluster analysis and principal component analysis（PCA） were used to explore the overall differences in types and contents of chemical components between the standard decoction concentrate and freeze-dried powder. ResultThe transfer rates of volatile oil in the bran-processed products， standard decoction concentrate and freeze-dried powder were 70.51%， 1.57% and 40.90%， respectively. The average transfer rates of β-eudesmol， atractylon and atractylodin in the volatile oil of bran-processed A. lancea were 58.45%， 48.49% and 55.64%， respectively. In the standard decoction concentrate， only β-eudesmol and atractylodin were detected， and their average transfer rates were 0.22% and 0.10%， respectively. And only β-eudesmol was detected in the freeze-dried powder with the average transfer rate of 8.37%. The results of cluster analysis and PCA showed that there are obvious differences in the types and contents of chemical components between the standard decoction concentrate and freeze-dried powder. ConclusionThe quality value transmitting between bran-processed A. lancea and its standard decoction concentrate and freeze-dried powder is stable， and if the freeze-dried powder is selected as the reference material of dispensing granules， appropriate amount of volatile oil should be added back to make it consistent with the quality of the standard decoction concentrate.

Objective:To develop the Early Warning Assessment Scale of Nursing Risk after General Anesthesia for Patients in Dental Hospitals, so as to provide reference for clinical nurses to identify and predict nursing risk in the early stage.Methods:The entry pool of the Early Warning Assessment Scale of Nursing Risk after General Anesthesia for Patients in Dental Hospitals was formed by consulting the relevant domestic and foreign article, referring to the results of the previous qualitative interviews, and retrospective analysis of the patient's medical records. After two rounds of Delphi expert consultation and project analysis, the initial assessment scale was formed. From January to December 2021, 115 inpatients in the Hospital of Stomatology of Jilin University after general anesthesia were selected by convenient sampling to test the predict performance of the scale.Results:The expert authority coefficients of the two rounds of consultation were 0.855 and 0.825 respectively. The Early Warning Assessment Scale of Nursing Risk after General Anesthesia for Patients in Dental Hospitals included 25 items. Cronbach's α coefficient of the scale was 0.721. The area under the receiver operating characteristic curve of subjects was 0.865 [95% confidence interval (0.790, 0.939) ]. When the cutoff value was 15.500, the sensitivity of the scale was 0.722, the specificity was 0.899, the Jordan index was 0.621, and the predict performance was the best.Conclusions:The Early Warning Assessment Scale of Nursing Risk after General Anesthesia for Patients in Dental Hospitals is scientific and feasible, and can be used for the assessment and early warning of postoperative nursing risk of patients under general anesthesia in stomatological hospitals in China, helping nurses to identify the nursing risk of patients at an early stage.

Objective:To automatically synthesize Al 18F-1, 4, 7-triazacyclononane-1, 4, 7-triacetic acid (NOTA)-fibroblast activation protein inhibitor (FAPI)-04, perform PET/CT imaging in vivo, and evaluate its diagnostic efficacy on tumors. Methods:Al 18F-NOTA-FAPI-04 was produced in All-in-one automatic synthesis module and its quality control was conducted by high performance liquid chromatography (HPLC) equipped with a radioactive detector. Al 18F-NOTA-FAPI-04 PET/CT imaging was performed in normal BALB/c mice ( n=3) and 4T1 breast cancer models ( n=3) to determine its biodistribution. Then Al 18F-NOTA-FAPI-04 and 18F-FDG PET/CT imaging were performed in a hepatocellular carcinoma patient (male, 51 years old). Results:The synthesis time of Al 18F-NOTA-FAPI-04 was about 35 min, and the radiochemical yield was (25.2±1.9)% (attenuation correction, n=3). The product was colorless transparent solution with pH value of 7.0-7.5, and the specific activity was (46.11±3.07) GBq/μmol (attenuation correction, n=3). The radiochemical purity was above 99.0% and was still above 98.0% at room temperature after 6 h. PET/CT imaging in mice showed that physiological uptake of Al 18F-NOTA-FAPI-04 was mainly in biliary system and bladder, and Al 18F-NOTA-FAPI-04 highly concentrated in tumor xenografts. PET/CT imaging in the patient showed that Al 18F-NOTA-FAPI-04 obtained high tumor background ratio (TBR) values of 4.1, 8.9, 5.4, 4.8, 2.2 in parasternal lymph nodes, anterior diaphragmatic lymph nodes, hilar lymph nodes, pancreaticoduodenal ligament lymph nodes, abdominal aortic lymph nodes, respectively, while TBR values were 1.0, 2.8, 5.0, 2.1, 1.1 by 18F-FDG. Conclusions:Al 18F-NOTA-FAPI-04 can be synthesized with short time, high radiochemical yield and good stability using All-in-one module. Al 18F-NOTA-FAPI-04 PET/CT imaging has high contrast and excellent diagnostic efficacy on tumors.

Objective:To evaluate the effect of vitamin K 2 on traumatic brain injury (TBI) and the relationship with nucleotide-binding oligomerization domain-like receptor family pyrin domain containing 3 (NLRP3) inflammasomes in rats. Methods:Thirty-six SPF healthy male Sprague-Dawley rats, weighing 280-300 g, were divided into 3 groups ( n=12 each) by a random number table method: sham operation group (group Sham), group TBI and TBI plus vitamin K 2 group (group TBI+ VK 2). The TBI model was developed using modified Feeney′s method.In TBI+ VK 2 group, vitamin K 2 400 mg/kg (dissolved in dimethyl sulfoxide) was intraperitoneally injected at 30 min after developing TBI model.The equal volume of dimethyl sulfoxide was intraperitoneally injected in group Sham and group TBI.The modified neurological severity score (mNSS) was measured and open field tests were performed at 24 h after development of TBI.The rats were sacrificed after the end of behavioral testing, and brains were obtained for measurement of brain water content (by wet-dry weight method), percentage of brain injury volume (by TTC assay), contents of interleukin-1β (IL-1β), IL-18 and caspase-1 in cortex on the injured side (by enzyme-linked immunosorbent assay) and expression of NLRP3, caspase-1 and IL-18 in cortex on the injured side (by Western blot). Results:Compared with group Sham, the mNSS score was significantly increased, the total distance travelled was reduced, the time spent in the central zone was shortened, the brain water content and percentage of brain injury volume were increased, the contents of IL-1β, IL-18 and caspase-1 in cortex on the injured side were increased, and the expression of NLRP3, caspase-1 and IL-18 was up-regulated in group TBI ( P<0.05 or 0.01). Compared with group TBI, the mNSS score was significantly decreased, the total distance travelled was increased, the time spent in the central zone was prolonged, the brain water content and percentage of brain injury volume were decreased, the contents of IL-1β, IL-18 and caspase-1 in cortex on the injured side were decreased, and the expression of NLRP3, caspase-1 and IL-18 was down-regulated in group TBI+ VK 2 ( P<0.05 or 0.01). Conclusions:Vitamin K 2 can reduce TBI, and the mechanism may be related to inhibition of the activation of NLRP3 inflammasomes in rats.

Background Paraquat (PQ) is a widely used herbicide that exerts neurotoxicity. The effects of PQ on neural stem cells (NSCs) through microglia mediated neuroinflammation remain limitedly studied. Objective To investigate the effects of PQ on the proliferation and neurogenesis of NSCs through neuroinflammation mediated by microglia. Methods Microglial cell lines (BV2 cells) and primary NSCs were used. BV2 cells were exposed to 0, 1, 3.3, 10, 33, and 100 μmol·L⁻¹ of PQ for 6 h followed by viability assessment. The highest PQ concentration that had no effect on cell viability was selected as the final exposure concentration (33 μmol·L⁻¹). To exclude the direct effect of PQ on NSCs, after the BV2 cells were cultured in complete medium containing 33 μmol·L⁻¹ PQ for 6 h, the BV2 culture medium was replaced by NSCs complete medium without PQ for 24 h. The concentration of interleukin-1β (IL-1β) in supernatant was detected by enzyme-linked immune sorbent assay. Besides, in order to detect the effects of IL-1β on NSCs proliferation and neurogenesis, NSCs isolated from hippocampus of adult mice were cultured in the supernatant obtained above and divided into four groups: control supernatant + control antibody, control supernatant + IL-1β neutralizing antibody (10 ng·mL⁻¹), PQ supernatant + control antibody, PQ supernatant + IL-1β neutralizing antibody (10 ng·mL⁻¹). Proportion of Ki67-positive NSCs was detected by flow cytometry (FCS) and immunofluorescence after 24 h culture, and neurogenesis was detected by FCS and immunofluorescence after 3-7 d of culture. Results The IL-1β concentration in the supernatant of BV2 cells was significantly increased after the 33 μmol·L⁻¹ PQ exposure compared with the control group (t=3.020, P<0.05). After the NSCs were cultured with the supernatant of PQ-treated BV2 cells, the proportion of Ki67-positive NSCs (t=9.129, P<0.01) and the proportion of newborn neurons (t=4.638, P<0.01) were significantly decreased compared to the control group. After neutralizing IL-1β, the proportion of Ki67-positive NSCs (t=22.05, P<0.01) and the proportion of newborn neurons (t=11.09, P<0.01) were significantly higher than those in the un-neutralized group. The results of immunofluorescence detection also showed that after neutralizing IL-1β secreted by 33 μmol·L⁻¹ PQ-treated BV2 cells, the number of Ki67-positive NSCs and the number of newborn neurons were significantly higher than those in the un-neutralized group. Conclusion The secretion of IL-1β by microglia is increased after PQ treatment, resulting in a decrease in the proliferation and neurogenesis of NSCs. These results suggest that neuroinflammation is involved in NSCs damage caused by PQ.

Objective:To investigate the effects of Notch1 signaling on histone acetylation of Foxp3 gene and its roles in regulating regulatory T (Treg) cells in children with acute B-cell precursor lymphoblastic leukemia (BCP-ALL).Methods:Blood samples were collected form 38 children with BCP-ALL before treatment and 15 age-matched healthy children (control group). Flow cytometry was performed to detect the proportion of peripheral blood CD4 + CD25 hiFoxp3 + Treg cells and the expression of Foxp3, cytotoxic lymphocyte antigen 4 (CTLA4), glucocorticoid-induced tumor necrosis factor receptor (GITR), CD39 and Notch1 at protein level. Histone 4 acetylation (H4Ac) at Foxp3 gene promoter and the binding abilities of Foxp3 gene promoter to NICD1 and p300 in CD4 + T cells were measured by chromatin immunoprecipitation. Quantitative real-time PCR was performed to detect the expression of Foxp3, presenilin 1 (PSEN1), mastermind-like transcriptional coactivator 1 (MAML1), SKI-interacting protein (SKIP), F-box and WD40 domain protein 7 (FBXW7), glycogen synthase kinase-3 beta (GSK3β) and IKAROS at mRNA level in CD4 + T cells. The concentrations of TGF-β and IL-10 in plasma were evaluated by ELISA. Results:(1) The proportion of peripheral blood CD4 + CD25 hiFoxp3 + Treg cells, the expression of differentiation- and function-associated molecules (Foxp3, CTLA4, GITR and CD39) and the concentrations of TGF-β and IL-10 in plasma were higher in the BCP-ALL group than in the control group ( P<0.05). (2) In children with acute BCP-ALL, H4Ac at Foxp3 promoter and the binding abilities of Foxp3 gene promoter to NICD1 and p300 were significantly increased as compared with those in control group( P<0.05). The binding abilities of Foxp3 gene promoter to NICD1 and p300 were positively correlated with the expression of Foxp3 at mRNA level ( r=0.58 and 0.46, both P<0.05). After competitive inhibition, the three aforementioned indexes in the acute BCP-ALL group were significantly lower than those in untreated group ( P<0.05); the binding ability of Foxp3 gene promoter to NICD1 in the control group was also significantly lower than that in untreated control group ( P<0.05), but no statistical differences in the other two indexes were found between the control groups with or without treatment ( P>0.05). ⑶ Compared with the control group, the expression of Notch1, PSEN1, MAML1 and SKIP in CD4 + T cells were elevated significantly ( P<0.05), while the transcription level of negative regulatory factor FBXW7 was decreased remarkably in children with acute BCP-ALL ( P<0.05). No statistical differences in the expression of GSK3β or IKAROS were found between the two groups ( P>0.05). Conclusions:Overactivation of Notch1 signaling caused by low expression of FBXW7 might be the key factor resulting in histone 4 hyperacetylation at foxp3 gene promoter and Treg cell dysfunction in children with acute BCP-ALL.