Objective To explore the value of CT-enhanced portal venous phase radiomics combined with machine learning algo-rithms in assessing microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods A retrospective analysis was con-ducted on imaging and clinical data of 132 HCC patients.The patients were randomly divided into training set and test set at a 7︰3 ratio.Independent influencing factors for predicting MVI status in HCC patients were identified through univariate and multivariate logistic regression analyses.Radiomics features were selected using the least absolute shrinkage and selection operator(LASSO)algorithm,and a Radiomics score(Radscore)was calculated to construct the final combined model.Four machine learning algorithms including-logistic regression(LR),naive Bayes(NB),support vector machine(SVM),and K-nearest neighbor(KNN)were applied to evaluate the model.The performance of each machine model was assessed using the receiver operating characteristic(ROC)curves and the area under the curve(AUC).Results Univariate and multivariate logistic regression analyses revealed that venous phase CT values were independentinfluencing factors,and six radiomics features were ultimately selected.After the Radscore was calculated,a combined model was constructed using Radscore and venous phase CT values.Machine learning algorithms showed that the combined model achieved the following AUC in the training set:0.895[95%confidence interval(CI)0.821-0.965]for LR,0.892(95%CI 0.831-0.963)for NB,0.644(95%CI 0.532-0.765)for SVM,and 0.855(95%CI 0.783-0.947)for KNN.In the test set,the respective AUC were 0.845(95%CI 0.712-0.961),0.840(95%CI 0.723-0.964),0.492(95%CI 0.311-0.687),and 0.716(95%CI 0.566-0.871).Conclusion Radiomics based on CT-enhanced portal venous phase combined with machine learning algorithms demonstrates high efficiency in preoperative evaluation of MVI in HCC,with the LR model showing the best performance.

Objective:Investigation of the relationship between variant angina pectoris syncope and coronary artery spastic targeted location, arrhythmias, and coronary artery stenostic lesion.Methods:This study combined retrospective and prospective registry approaches. Data were sourced from the case database of Henan province "Multicenter Clinical Observation Study of Variant Angina Pectoris". A total of 507 patients with variant angina pectoris who had complete records from June 1980 to December 2022 were consecutively enrolled. Select patients among them who experienced syncope, and analyze the target vessel sites of coronary artery spasm, arrhythmias during variant angina pectoris attacks, and the degree of stenosis in coronary artery lesions.Results:Among 507 variant angina pectoris patients, 88 experienced syncope. Age was (53.9±9.7) years and 66 patients (75.0%) were male. Forty patients (45.5%, 40/88) were aged 50-59 years. The incidence of syncope in variant angina pectoris caused by left anterior descending artery (LAD) spasm, right coronary artery (RCA) spasm, and multivessel coronary artery spasm was 7.4% (15/202), 22.7% (42/185), and 23.6% (25/106), respectively. The latter two were significantly higher than those in the LAD group ( P all<0.05). Among 77 patients with variant angina pectoris syncope, definitive electrocardiogram recordings were available during syncope episodes. All patients exhibited arrhythmias during syncope: 34 cases involved tachyarrhythmias and 43 cases involved bradyarrhythmias. The incidence of rapid arrhythmias in patients with LAD, RCA, and multi-vessel spasm syncope was 72.7% (8/11), 24.3% (9/37), and 54.2% (13/24), respectively, with P<0.05 for the first two. Bradyarrhythmias occurred in 27.3% (3/11) of LAD, 75.7% (28/37) of RCA, and 45.8% (11/24) of multivessel coronary artery spasm syncope cases, with the first two showing P<0.05. Coronary angiography analysis of 56 syncope patients revealed target vessel locations and stenosis severity: 12 patients had LAD lesions and 41 had RCA lesions, stenosis ≥50% occurred in 66.7% (8/12) and 43.9% (18/41) of these lesions, respectively ( P>0.05). Conclusions:Variant angina pectoris syncope predominantly affects middle-aged males. Bradyarrhythmias triggered by RCA spasm are a common cause, while the incidence of syncope shows no significant correlation with the degree of coronary artery stenostic lesion, whether in the LAD or the RCA.

Objective To explore the value of CT-enhanced portal venous phase radiomics combined with machine learning algo-rithms in assessing microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods A retrospective analysis was con-ducted on imaging and clinical data of 132 HCC patients.The patients were randomly divided into training set and test set at a 7︰3 ratio.Independent influencing factors for predicting MVI status in HCC patients were identified through univariate and multivariate logistic regression analyses.Radiomics features were selected using the least absolute shrinkage and selection operator(LASSO)algorithm,and a Radiomics score(Radscore)was calculated to construct the final combined model.Four machine learning algorithms including-logistic regression(LR),naive Bayes(NB),support vector machine(SVM),and K-nearest neighbor(KNN)were applied to evaluate the model.The performance of each machine model was assessed using the receiver operating characteristic(ROC)curves and the area under the curve(AUC).Results Univariate and multivariate logistic regression analyses revealed that venous phase CT values were independentinfluencing factors,and six radiomics features were ultimately selected.After the Radscore was calculated,a combined model was constructed using Radscore and venous phase CT values.Machine learning algorithms showed that the combined model achieved the following AUC in the training set:0.895[95%confidence interval(CI)0.821-0.965]for LR,0.892(95%CI 0.831-0.963)for NB,0.644(95%CI 0.532-0.765)for SVM,and 0.855(95%CI 0.783-0.947)for KNN.In the test set,the respective AUC were 0.845(95%CI 0.712-0.961),0.840(95%CI 0.723-0.964),0.492(95%CI 0.311-0.687),and 0.716(95%CI 0.566-0.871).Conclusion Radiomics based on CT-enhanced portal venous phase combined with machine learning algorithms demonstrates high efficiency in preoperative evaluation of MVI in HCC,with the LR model showing the best performance.

Objective:Investigation of the relationship between variant angina pectoris syncope and coronary artery spastic targeted location, arrhythmias, and coronary artery stenostic lesion.Methods:This study combined retrospective and prospective registry approaches. Data were sourced from the case database of Henan province "Multicenter Clinical Observation Study of Variant Angina Pectoris". A total of 507 patients with variant angina pectoris who had complete records from June 1980 to December 2022 were consecutively enrolled. Select patients among them who experienced syncope, and analyze the target vessel sites of coronary artery spasm, arrhythmias during variant angina pectoris attacks, and the degree of stenosis in coronary artery lesions.Results:Among 507 variant angina pectoris patients, 88 experienced syncope. Age was (53.9±9.7) years and 66 patients (75.0%) were male. Forty patients (45.5%, 40/88) were aged 50-59 years. The incidence of syncope in variant angina pectoris caused by left anterior descending artery (LAD) spasm, right coronary artery (RCA) spasm, and multivessel coronary artery spasm was 7.4% (15/202), 22.7% (42/185), and 23.6% (25/106), respectively. The latter two were significantly higher than those in the LAD group ( P all<0.05). Among 77 patients with variant angina pectoris syncope, definitive electrocardiogram recordings were available during syncope episodes. All patients exhibited arrhythmias during syncope: 34 cases involved tachyarrhythmias and 43 cases involved bradyarrhythmias. The incidence of rapid arrhythmias in patients with LAD, RCA, and multi-vessel spasm syncope was 72.7% (8/11), 24.3% (9/37), and 54.2% (13/24), respectively, with P<0.05 for the first two. Bradyarrhythmias occurred in 27.3% (3/11) of LAD, 75.7% (28/37) of RCA, and 45.8% (11/24) of multivessel coronary artery spasm syncope cases, with the first two showing P<0.05. Coronary angiography analysis of 56 syncope patients revealed target vessel locations and stenosis severity: 12 patients had LAD lesions and 41 had RCA lesions, stenosis ≥50% occurred in 66.7% (8/12) and 43.9% (18/41) of these lesions, respectively ( P>0.05). Conclusions:Variant angina pectoris syncope predominantly affects middle-aged males. Bradyarrhythmias triggered by RCA spasm are a common cause, while the incidence of syncope shows no significant correlation with the degree of coronary artery stenostic lesion, whether in the LAD or the RCA.

BACKGROUND:How to improve the accuracy of puncture,reduce surgical damage,and improve surgical efficiency during vertebroplasty is currently one of the focuses of exploration and improvement in vertebroplasty techniques. OBJECTIVE:To explore the clinical significance of application of mixed reality technology in percutaneous vertebroplasty for spinal fractures. METHODS:Two patients with osteoporotic vertebral compression fracture in Dalian Second People's Hospital in June 2023 were selected.Before operation,128-row CT scanning of the lumbar spine was performed and the original data of digital imaging and communications in medicine(DICOM)were obtained.Visual Volume software was used to build the three-dimensional network model of vertebral compression fracture.Holographic imaging glasses were used to accurately map 3D network model images to the real world,assist the surgeon in completing preoperative simulation,explaining preoperative conditions and treatment plans,and guiding puncture and bone cement injection during surgery. RESULTS AND CONCLUSION:(1)Precise puncture was achieved with the assistance of a mixed reality technology.Postoperative imaging examination showed good bone cement filling and no obvious leakage.The postoperative symptoms of the patient were alleviated well,and they were able to move to the ground on the same day after surgery.(2)It is concluded that a mixed reality technology is helpful for preoperative surgical design and communication efficiency with patients and their families.Assisting with precise puncture during surgery,shortening surgical time,and reducing side injuries is a new and effective clinical diagnosis and treatment model,which has development potential in minimally invasive,precise,and personalized treatment of spinal surgery.

Objective:To investigate the role of protein phosphatase 4 catalytic subunit (PP4C) in regulating hepatitis B virus X protein (HBx) levels and its effects on the biological functions of HBx, thus to provide a potential therapeutic targets for hepatitis B virus (HBV)-related hepatocellular carcinoma.Methods:In vivo and in vitro interactions between HBx and PP4C were analyzed by co-immunoprecipitation (Co-IP) and GST pull-down assay. Recombinant plasmids of PP4C and HBx were co-transfected with Lipofectamine 3000 reagents into hepatoma cells to detect the protein levels of HBx by Western blot. The half-life of HBx in the transfected cells treated with cycloheximide (CHX) were detected. The phosphorylation assay was used to evaluate the effects of PP4C on HBx phosphorylation. CCK8 assay, wound healing assay and Matrigel invasion chamber assay were used to analyze the effects of PP4C on the biological functions of HBx. Results:PP4C interacted with HBx in vivo and in vitro. PP4C overexpression significantly increased the protein level and stability of HBx and the phosphorylation assay confirmed that PP4C overexpression decreased the serine phosphorylation of HBx in hepatoma cells. PP4C overexpression enhanced the migration and invasion of hepatoma cells, but had no significant effects on the proliferation. Conclusions:The interactions between HBx and PP4C promoted the stability of HBx and ultimately enhanced the migration and invasion of hepatoma cells, and the mechanisms might be related to the decrease of HBx serine phosphorylation by PP4C. This study provided a theoretical basis for further investigation of the pathogenic mechanisms of HBx, and targeting PP4C and HBx interaction might provide insights for developing novel treatment for HBV-related hepatocellular carcinoma.

OBJECTIVE：To investigate the effect of increasing efficacy and decreasing toxicity of Limax extract （LE）on cyclophosphamide（CTX）in the treatment of hepatocellular carcinoma. METHODS ：The mice were randomly divided into normal group，model group ，CTX group （0.02 g/kg），LE low-dose ，medium-dose and high-dose groups （LEL，LEM，LEH group ，0.6，1.2，2.4 g/kg），CTX+LE low-dose ，medium-dose and high-dose combination groups （CTX+LEL，CTX+LEM，CTX+ LEH group ，the same dose as single drug group ），with 10 huangrenbin518@163.com mice in each group. Except for normal group ，other groups were inoculated with hepatoma cells H 22 in the left ar mpit to establish tumor bearing models. After 24 h of inoculation ，normal group and model group were intragastrically given normal saline ， and administration groups were intragastrically given corresponding drugs ，once a day ，for 10 days. On the second day after the last administration ，the general conditions of mice in each group were observed ；the body mass ，thymus index （LI），spleen index （SI）were measured ；the tumor inhibition rate was detected. The effect （q）of combination therapy was evaluated by King ’s formula . The counts of WBC ，RBC and PLT ，serum contents of ALT ，ALT，Scr and BUN were detected in model group ，CTX group and combination groups ，and the contents of MDA，SOD and GSH ，the levels of VEGF ，TNF-α and IL-6 in the tumor tissue were detected by colorimetry and ELISA in above groups. The protein expression of oncogenes （p53，Bcl-2 and Bax ）were detected by immunohistochemical method in model group，CTX group and CTX+LEM group. RESULTS ：The mice in the model group were in poor spirit and had symptoms of excessive drinking and eating ；although the body weight ，TI and SI were not significantly abnormal compared with normal group （P＞0.05），WBC count and AST content were significantly increased ，ALT and BUN contents were significantly decreased （P＜ 0.05 or P＜0.01）. Compared with model group ，above symptoms of mice were all improved in administration groups. The tumor weight of administration groups ，TI and SI of CTX group and TI of combination groups were decreased significantly ，but tumor weight of LEL group and LEH group ，TI and SI of LE single groups and combination groups were significantly higher than CTX group；tumor weight of combination groups were significantly lower than CTX group （P＜0.05 or P＜0.01）. The tumor inhibition rates of administration groups were 29.58％-72.08％. The q values of CTX+LEL group ，CTX+LEM group and CTX+LEH group were 1.03，0.97 and 0.86，respectively. Compared with model group ，WBC count ，AST and BUN contents of CTX group ，MDA contents of combination groups ，VEGF，TNF-α and IL-6 levels of administration groups ，the protein expression of Bcl- 2 in CTX group and CTX+LEM group were decreased significantly ；the activities of SOD and GSH of administration groups ，the protein expression of p 53 in CTX+LEM group and Bax in CTX group ，CTX+LEM group were increased significantly （P＜0.05 or P＜ 0.01）；WBC counts and AST contents of administration groups ，ALT content of CTX+LEM group ，SOD activity of CTX+LEH group and GSH activity of CTX+LEM group were all significantly higher than those of CTX group ；MDA content of CTX+LEH group，VEGF and TNF-α levels of CTX+LEM group and CTX+LEH group，IL-6 levels of administration groups were all significantly lower than CTX group （P＜0.05 or P＜0.01）. CONCLUSIONS ：LE combined with CTX can increase the anti-tumor effect，and LE can reduce the toxicity of CTX induced immunosuppression and bone marrow suppression in mice ，with effect of increasing efficacy and decreasing toxicity. The effect may be related to antioxidant stress ，inhibition of angiogenesis and secretion of inflammatory factors ，and regulation of apoptosis protein expression.

OBJECTIVE：To esta blish a method for si multaneous determination of 5 components in the branch and root of Juglans mandshurica as gallic acid ，ellagic acid ，1，6-di-O-galloyl-β-D-glucose，1，2，6-tri-O-galloyl-β-D-glucose and 1，2，3， 6-tetra-O-galloyl-β-D-glucose，and to analyze the content difference of above 5 components between the branch and root samples. METHODS：HPLC method was adopted. The determination was performed on Agilent Poroshell 120 SB-C18 column with mobile phase consisted of water （containing 0.2％ formic acid ）-acetonitrile （containing 0.2％ formic acid ）. A gradient elution was performed at a flow rate of 0.3 mL/min. The column temperature was 30 ℃ and the detection wavelength was 270 nm. The sample size was 5 μL. Independent samples t-test and partial least squares-discriminant analysis （PLS-DA）were applied for statistical analysis of 5 components. RESULTS ：The linear range of gallic acid ，ellagic acid ，1，6-di-O-galloyl-β-D-glucose，1，2， 6-tri-O-galloyl-β-D-glucose and 1，2，3，6-tetra-O-galloyl-β-D-glucose were 0.989-63.3，1.58-101，1.01-64.7，3.31-212，3.34-214 μg/mL （r≥0.997 3），respectively. RSDs of precision ，reproducibility and stability tests （12 h）were all lower than 3.2％. The average recoveries of the 5 components were 103.2％（RSD＝4.85％），99.1％（RSD＝2.80％），101.5％（RSD＝1.31％），102.9％（RSD＝ 2.73％）and 104.7％（RSD＝1.28％），respectively. The average contents of the above components in the branch of J. mandshurica were 0.296 5，0.621 1，0.562 5，3.111 7 and 3.451 3 mg/g，respectively. The average contents of above components in the root were 0.673 4，2.755 5，0.964 0，2.946 6 and 4.836 4 mg/g，respectively. The total contents of the 5 components in the branch and roo t of J. mandshurica were 8.043 2 and 12.175 9 mg/g，respectively. The contents of gallic acid ，ellagic acid and 1，6-di-O-galloyl- β-D-glucose in roots were significantly higher than those in branches （P＜0.05 or P＜0.01）. There were no significant differences in the contents of the other 2 components and the total contents of the 5 components in branches and roots （P＞0.05）. The cumulative interpretability （R 2X，R 2Y） and cumulative predictability （Q 2） of the model established by PLS-DA were 0.943，0.745，and 0.710 respectively. The model load diagram showed that the distance between the ellagic acid and the origin was the farthest ，and only variable projection importance of the content of the ellagic acid was greater than 1. CONCLUSIONS：The established method can be used for the content determination of 5 components in the branch and root of J. mandshurica . Except for 1，2，6-tri-O-galloyl-β-D-glucose，the contents of other 4 components and total contents of the 5 components in the root of J. mandshurica are higher than those of the branch. Ellagic acid is selected as the potential marker for discriminating the branch and root samples.

Objective:To explore the correlations among coping style, self-consistency and stigma in bipolar disorder depression patients.Methods:From June 2017 to December 2018, this study selected 217 bipolar disorder depression inpatients of Department of Mental Health at a Class Ⅲ Grade A hospital in Taiyuan by convenience sampling. All of them were investigated with the general information questionnaire, Perceived Devaluation-Discrimination Scale (PDD) , Self-Consistency and Congruence Scale (SCCS) and the Simplified Coping Style Questionnaire (SCSQ) . Amos 22.0 was used to path analysis.Results:The scores of PDD, SCSQ and positive coping style and negative coping style were (30.92±6.41) , (101.54±16.99) , (21.63±6.46) and (13.36±5.03) respectively. Pearson correlation analysis showed that positive coping style of patients had negative correlations with the self-consistency and stigma ( r=-0.748, -0.655; P<0.01) ; negative coping style had positive correlations with the self-consistency and stigma ( r=0.553, 0.742; P<0.01) ; self-consistency had a positive correlation with the stigma ( r=0.763, P<0.01) . Mediating effect test showed that self-consistency only had partial mediating role between the negative coping style and stigma and the mediating effect accounted for 40.54% of the total effect. Conclusions:The negative coping style not only has a direct impact on the stigma in bipolar disorder depression patients, but also has an indirect impact on stigma by self-consistency. Medical staff can carry out intervention based on this path to reduce the stigma of bipolar disorder depression patients.

OBJECTIVE:To optimize the formula of Captopril timing osmotic pump tablets. METHODS:Using accumulative release rate (Q) as index, single factor test was used to investigate the effects of blocking layer coating weight gain, semipermeable membrane coating weight gain,the type of polyepoxide (PEO),the amount of PEO (3 × 105) and HPMC in drug bearing layer,the amount of PEO (7 × 106) and NaCl in booster layer on drug release of Captopril timing osmotic pump tablets. Based on single factor investigation,using comprehensive score of release behavior(L)as index,the amount of PEO(3×105)and HPMC in drug bearing layer,the amount of PEO(7×106)and NaCl in booster layer as factors,L9(43)orthogonal test was used to optimize the formula of tablet core validation test was conducted. RESULTS:The optimal formula of tablet core included PEO(3× 105)71 mg and HPMC 15 mg in drug bearing layer,PEO(7×106)61 mg and NaCl 18 mg in booster layer,coating weight gain 7％ and semipermeable membrane coating weight gain 10％ in blocking layer. The osmotic pump tablet prepared by optimized formula released after 4 h;in vitro drug release regression equation was Q=5.118t-21.441(R2=0.9956),which was in line with zero-order release characteristics. CONCLUSIONS:The optimal formula is stable,feasible and controllable in quality,and can provide reference for further development of Captopril timing osmotic pump tablets.