1.Observation on the Biological Characteristics of the Tumor Cells Transfected with Tumor Necrosis Factor-? Gene by Retrovirus
Fangming XIU ; Xuetao CAO ; Zhengfang ZHOU
Chinese Journal of Cancer Biotherapy 1994;0(01):-
The in vivo tumorigenicity of murine B16 melanoma cells engineered to secret TNF-a was observed. The retrovirus containing mouse TNF-a cDNA was generated by the virus-packing cell PA317 transfected with plasmid pXT-TNF. The B16 cell clone secreting the highest TNF-a level was obtained after G418 resistance selection, limiting dilution and the assay of TNF-a activity. After the mice were inoculated subcutaneously with the cell clone, we found the tumor growth was inhibited and the survival period of the mice extended when compared with the mice inoculated with the wild-type B16 cells . We also found that the tuinorigenicity of B16-TNF-a+ cell was associated with the cell number inoculated. At or above the 1.25? 104 cells, the percentage of the mice with detectable tumor correlated negatively with the cell number inoculated: however, at the 6.25 ? 103 cells, the percentage was higher than that at 2.5?10~(4) cells. These results encourage us to do further experiments on the following tumor cell-targeted TNF-a gene therapy.
2.The Effect of Atorvastatin on the Male Hypertensive Patients with Erectile Dysfunction
Shuyin WEN ; Fangming ZHOU ; Ronghua OU ; Xiaojian DENG
Chinese Journal of Hypertension 2007;0(05):-
0.05). After treatment the incidence of ED in therapy group was decreased to 46.3% vs control group of 63.7%(P
3.Extraction of total-saponins from Patrinia Villosa Juss based on uniform design method
Jiexin XU ; Fangqin ZHOU ; Fangming JIANG ; Yanzhi LIAO
Chinese Traditional Patent Medicine 1992;0(04):-
AIM: To confirm the optimum extraction of the total-saponins from Patrinia Villosa Juss. METHODS: Optimum conditions(ethanol concentration,extraction hours,ethanol solution quantity) were determined by the uniform design test,the extract was refined with macropore resin AB-8,and samples were measured colorimetrically at ?=560 nm compared with oleanolic acid as reference substance. RESULTS: The result was 95% ethanol as solvent, extraction time for 1 h adding 8 times amount of ethanol solution at 100 ℃ water bath for two times.under this condition,the total-saponins content was 0.668%,in accordance with the design forecast. CONCLUSION: The optimum extraction technique and purified methods could extract the total-saponins efficiently from Patrinia Villosa Juss.The technique is simple and adapts for production.
4.Analysis of the factors affecting the community of Alzheimer's disease
Zhanping ZOU ; Li ZHOU ; Jie WANG ; Lusong CHEN ; Anding HU ; Fangming ZHANG
Chinese Journal of Primary Medicine and Pharmacy 2015;22(2):161-163
Objective To understand the risk factors of the elderly in community of Haining city in patients with Alzheimer's disease.Methods Take the elderly Chang street Haining city selected cluster sampling method 7 437 ≥60 years as the research subjects,by using a self-designed questionnaire Alzheimer's disease causes and clinical dementia rating scale,understanding the factors that may affect Alzheimer's disease and aggravating factors,and the data of multi factor regression analysis.Results Multivariate Logistic regression analysis showed that women (Wald x2 =19.96,P < 0.01),aged (Wald x2 =96.01,P < 0.01),widowed (Wald x2 =5.09,P < 0.05),smoking/drinking (Wald x2 =47.77,P < 0.01),living alone (Wald x2 =16.14,P < 0.01),depression (Wald x2 =12.05,P < 0.01) were the risk factors of Alzheimer's disease; Rural (Wald x2 =458.11,P < 0.01) ; Lowculture (Wald x2 =121.39,P <0.01) were protective factors for Alzheimer's disease.According to the clinical dementia rating scale of disease severity assessment and pathogenesis of polytomous Logistic regression,the results showed that the elderly (Wald x2 =50.37,P < 0.01),lowculture (Wald x2 =30.39,P < 0.01),widowed (Wald x2 =5.20,P < 0.05),living alone (Wald x2 =16.50,P < 0.01),somatic diseases (Wald x2 =16.58,P < 0.01) and large maternal age (Wald x2 =10.53,P < 0.01) were risk factors for disease.Conclusion Age,widowed,solitude are common risk factors of Alzheimer's disease and aggravating factors,should be combined with risk factors for chronic disease management actively take measures to prevent and delay the occurrence,the development of Alzheimer's disease.
5.Effect of coping styles and personality in etiology of Graves' disease
Shaolian WANG ; Dailin WEI ; Fangming FU ; Yan ZHOU ; Haijun WANG ; Mingqi QIAO ; Huiyun ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2011;20(6):522-524
Objective To explore the role of coping styles and personalities in the etiology of Graves' disease (GD). Methods All participants (581 patients and 800 normal controls) completed the general information questionnaires,trait coping style questionnaires(TCSQ) and eysenck personality questionnaires revised,short scale for Chinese(EPQ-RSC). Basic characteristics of all subjects were documented, and logistic regression analysis was used to analyze the role of coping styles and personality in etiology of GD. Results The negative coping style(OR = 1.068,P=0.000) ,concealing character(OR = 1. 121, P=0.000) and internal and external personality (OR = 1.089, P = 0.005) neurotic personality (OR > 1.000, P< 0.05) were risk factors of GD( OR = 1. 162, P = 0.000) ,positive coping style was protective factor of GD( OR < 1.000, P<0.05). Conclusion Positive coping style and specific personality adjustment can prevent effectively onset of GD.
6.Analysis of causes of epilepsy in 5572 cases
Xiangshu HU ; Hua LI ; Fangming DIAO ; Lingxia FEI ; Wei ZHANG ; Zhongjie CHEN ; Peiqi ZHANG ; Junxi CHEN ; Qinghua TAN ; Qiao CHEN ; Xinyan WU ; Jinhua ZHOU ; Dan ZHU ; Dinglie SHEN
Chinese Journal of Neurology 2012;45(4):244-248
Objective To explore the common causes of epilepsy and the etiologic characteristics in different age groups of patients with epilepsy.Methods A retrospective survey was made in 5572 epilepsy patients in Epileptic Center of Guangdong 999 Brain Hospital from January 2003 to December 2009.According to the diagnostic criteria published in 2005 from ILAE,all the diagnoses of 5572 cases were made by epileptic specialists.Based on history,cranial MRI or CT and pathologic data,causes of epilepsy were classified into idiopathic,symptomatic and cryptogenic epilepsy.The cases of symptomatic epilepsy were further arranged into different categories in different age grades,such as head trauma,perinatal injuries,infection in central nervous system, cerebral vascular disease, brain tumor, disorders of cortical development,neurocutaneous syndrome and others.The cases with febrile seizures and family history were collected,and positive ratio of febrile seizures and family history were contrasted in different categories of cases by Kruskal-Wallis test ( nonparametric test ).Results In 5572 cases,66 were idiopathic,2834 symptomatic,2672 cryptogenic,and the ratio of these causes was 1%,51%,48% respectively.Among 2834 cases of symptomatic epilepsy,822 were head trauma,497 were perinatal injuries,360 were infection in central nervous system,249 were brain tumor,150 were cerebral vascular disease,135 were disorders of cortical development,62 were neurocutaneous syndrome and 559 were others. In brief,head trauma,perinatal injuries,infection in central nervous system,brain tumor and cerebral vascular disease were top 5 causes of symptomatic epilepsy. Hippocampal sclerosis was found in 744 cases in those of eryptogenic epilepsy.The importance of febrile seizures( idiopathic:15.2% ( 10/66 ),symptomatic:6.5% ( 185/2834 ),cryptogenic:9.4% ( 250/2672 ) ; x2 =181.393,P =0.000 ) and family history ( idiopathic:83.3% ( 55/66 ),symptomatic:1.1% (31/2834),cryptogenic:0.4% (12/2672) ; x2 =68.354,P =0.000) was statistically different in different causes of epilepsy.Febrile seizures was the most frequent in cases with hippocampal sclerosis than those with other causes,and family history was the most frequent in neurocutaneous syndrome in symptomatic cases.Perinatal injurics was thc first causc in cases of infancy and childhood,head trauma was the top one in those of juvenile and adulthood,and cerebral vascular disease was the main cause in senile cases. Conclusions In the whole epileptic cases of 5572, 1% was idiopathic,51% was symptomatic,and 48% cryptogenic. The main causes of them were head trauma,perinatal injuries,infection in central nervous system,brain tumor,and cerebral vascular disease.
7.CT radiomics based machine-learning model predicts portal vein-superior mesenteric vein involvement in pancreatic ductal adenocarcinoma
Fangming CHEN ; Shuanglin ZHANG ; Yue CHENG ; Xiumin QI ; Yongping ZHOU ; Lei ZHANG ; Zhuiyang ZHANG
Chinese Journal of Hepatobiliary Surgery 2022;28(7):525-530
Objective:To investigate the value of machine learning-based computed tomography (CT) images radiomics analysis in preoperative evaluation of surgical portal vein-superior mesenteric vein (PV-SMV) invasion in patients with pancreatic ductal adenocarcinoma (PDAC).Methods:The retrospective study was conducted with 156 consecutive PDAC patients who were underwent surgery at the Affiliated Wuxi No.2 People's Hospital of Nanjing Medical University between January 2010 and July 2021. There were 95 males and 61 females, with the age of (65.7±8.2) years. Patients were randomly split into training set and validation set by a ratio of 3∶2. Minimum redundancy maximum relevance was used to select radiomic features, which were extracted from contrast-enhanced CT images. Five machine learning classifiers were developed, and those models' area under the curve (AUC) values were compared with the conventional radiologic-feature-based evaluation.Results:Ninety-four and 52 patients were included into the training set and validation set, respectively. Their PV-SMV invasion rates were confirmed by intraoperative exploration with 31.9%(30/94) and 40.3%(25/61), respectively. Five models: LASSO regression, random forest, support vector machine, k-nearest neighbor and Naive Bayesian, were established based on ten features from CT images radiomics, and LASSO regression model achieved the highest AUC value compared with the other four models (all P<0.05). Compared with the conventional radiologic evaluation, the LASSO regression model had higher AUC (0.920 vs. 0.752) and sensitivity (92.0% vs. 86.5%)(both P<0.05). Conclusion:Machine learning-based CT images radiomics analysis can be used to evaluate PV-SMV invasion status preoperatively in PDAC. The LASSO regression model showed better performance than the conventional radiologic evaluation.
8.Clinical value of Fluorine-18-fluorodeoxyglucose PET-CT examination in intrahepatic cholangiocarcinoma staging
Fangming GU ; Zhenguang WANG ; Yuan YANG ; Lei LIU ; Peng ZHU ; Shengxian YUAN ; Yun YANG ; Hui LIU ; Zeya PAN ; Weiping ZHOU
Chinese Journal of Digestive Surgery 2019;18(5):499-505
Objective To evaluate the clinical value of Fluorine-18-fluorodeoxyglucose (18F-FDG) positron-emission temography-computed tomography (PET-CT) examination in intrahepatic cholangiocarcinoma (ICC) staging.Methods The retrospective cross-sectional study was conducted.The clinicopathological data of 190 patients with ICC who were admitted to the Eastern Hepatobiliary Surgery Hospital Affiliated to Naval Military Medical University from September 2013 to June 2016 were collected.There were 107 males and 83 females,aged from 37 to 79 years,with an average age of 57 years.There were 90 cases without distant metastasis undergoing surgery treatment and 100 with distant metastasis undergoing non-surgical treatment.Patients underwent preoperative CT,magnetic resonance imaging (MRI),and PET-CT examination,and then received surgery or non-surgery according to preference of patients and their family members.Observation indicators:(1) imaging features on preoperative CT,MRI,PET-CT examination;(2) treatment;(3) evaluation of tumor diameter,multiple tumors,macrovascular invasion,and bile duct invasion by three examinations in ICC staging of patients undergoing operation;(4) evaluation of regional lymph node metastasis by three tests in ICC staging of patients undergoing operation;(5) evaluation of distant metastasis in ICC staging by three tests.Measurement data with normal distribution were represented as Mean±SD,and comparison between groups was analyzed by single factor ANOVA and paired comparison was analyzed by SNK method.Measurement data with skewed distribution were described as M (range).Count data were described as absolute number or percentage,and comparison between groups was analyzed using the chi square test.Results (1) Imaging features on preoperative CT,MRI,PET-CT examination:all the 190 patients received routine upper abdominal CT,MRI,and systemic PET-CT examination before treatment.CT imaging of ICC showed inhomogeneous low density on plain scan,peripheral enhancement in arterial phase,persistent enhancement of tumor margin in portal phase,and sometimes mild to moderate centripetal enhancement.MRI imaging showed heterogeneous low signal on T1-weighted imaging,uneven high,and slightly high signal on T2-weighted imaging.Reinforcement on MRI is the same as CT.Transverse images,fusion transverse images and maximum intensity projection images of PET-CT imaging showed abnormal high FDG uptake around the tumor.(2) Treatment:81 out of the 90 ICC patients with surgery treatment underwent hepatectomy and lymphadenectomy,and 9 underwent only tumor tissue biopsy and lymph node biopsy due to intraoperative finding of abdominal metastasis.Of the 100 non-operated patients,30 received systemic chemotherapy,23 received local radiotherapy,and 47 gave up treatment.(3) Evaluation of tumor diameter,multiple tumors,macrovascular invasion,and bile duct invasion by three examinations in ICC staging of patients undergoing operation:the tumor diameters of ICC on CT,MRI and PET-CT were (6.8±2.8)cm,(6.9±2.9)cm,(7.2±2.8)cm,respectively.There was no significant difference among the three methods (F=0.085,P>0.05).CT,MRI,PET-CT had similar accuracy of 80.0% (72/90),78.9% (71/90),72.2% (65/90) on diagnosing multiple tumors,87.8%(79/90),92.2% (83/90),94.4% (85/90) for macrovascular invasion,and 93.3% (84/90),95.6% (86/90),96.7% (87/90) for vascular and bile duct invasion,respectively,there was no significant difference in the above indicators between the three groups (x2 =1.801,2.662,1.131,P>0.05).(4) Evaluation of regional lymph node metastasis by three examinations in ICC staging of patients undergoing operation:the accuracy of CT,MRI and PET-CT examination for lymph node metastasis was 62.2% (56/90),68.9%(62/90),86.7% (78/90) and sensitivity was 40.0% (16/40),47.5% (19/40),80.0% (32/40),respectively,showing significant differences between the three groups (x2 =14.446,14.666,P<0.05),showing a significant difference between CT and PET-CT examination (x2=14.134,13.333,P<0.05),showing a significant difference between MRI and PET-CT examination (x2=8.229,9.141,P<0.05).The sensitivity of CT,MRI and PET-CT examination for lymph node metastasis was 80.0% (40/50),86.0% (43/50),92.0% (46/50),showing no significant difference between the three groups (x2=2.990,P>0.05).(5) Evaluation of distant metastasis in ICC staging by three tests:there were 27,34 and 100 cases with distant metastasis evaluated by CT,MRI and PET-CT examination,including 40 with supraclavicular lymph node metastasis,32 with bone metastasis,30 with mediastinal lymph node metastasis,20 with hilar lymph node metastasis,17 with pulmonary metastasis;77 patients had more than 2 sites of metastasis.The accuracy of CT,MRI and PET-CT examination for distal metastasis in 190 ICC patients was 61.58% (117/190),65.26% (124/190),98.42% (187/190),respectively,with a significant difference between the three groups (x2=83.639,P<0.05),with a significant difference between CT and PET-CT examination (x2=80.592,P<0.05),between MRI and PET-CT examination (x2=70.284,P< 0.05).Conclusion PET-CT examination makes up for the deficiency of CT and MRI in judging regional lymph node metastasis and distant metastasis,and contributes to the clinical staging of ICC.
9.Value of extrahepatic bile duct and main pancreatic duct segment patterns on MRCP to differentiate the periampullary carcinoma
Bin LI ; Wenjuan WU ; Fengqi LU ; Fangming CHEN ; Jianming NI ; Zhuiyang ZHANG ; Yongping ZHOU ; Wei TANG
Chinese Journal of Hepatobiliary Surgery 2023;29(7):522-527
Objective:To investigate the value of the extrahepatic bile duct and main pancreatic duct segment patterns on magnetic resonance cholangiopancreatography (MRCP) for differentiating the periampullary carcinoma (PAC).Methods:The clinicopathologic data of 125 patients with PAC who were admitted to Wuxi No.2 People’s Hospital from June 2013 to December 2021 were retrospectively analyzed, including 72 males and 53 females, aged (64.9±8.6) years. According to its anatomy, the extrahepatic bile duct (B) was divided into suprapancreatic and intrapancreatic (including ampullary) segments, and the main pancreatic duct (P) was divided into tail-body and head segments. MRCP patterns: i. the extrahepatic bile duct or main pancreatic duct visible without dilatation, ii. cutoff of the distal extrahepatic bile duct or main pancreatic duct with upstream dilatation, iii. cutoff of the intrapancreatic or head segment with upstream dilatation and remnant intrapancreatic or head segments invisible, iv. cutoff of the intrapancreatic or head segment with upstream dilatation and nondilated remnant intrapancreatic or head segments, were represented as 0, 1, 2, and 3, respectively. Segment patterns of B1/P0+ B1/P1, B0/P2+ B0/P3+ B2/P2+ B2/P3+ B3/P3, B3/P0, and B0/P0+ B2/P0 on MRCP were compared in PAC patients.Results:Of the 125 patients, there were 57 (45.6%) with pancreatic head carcinoma, 36 (28.8%) with ampullary carcinoma, 20 (16.0%) with distal cholangiocarcinoma, and 12 (9.6%) with periampullary duodenal carcinoma. Segment patterns of B0/P2+ B0/P3+ B2/P2+ B2/P3+ B3/P3 were found in 52 patients with pancreatic head carcinoma (91.2%, 52/57), with a significant difference between PAC (χ 2=110.66, P<0.001). Segment patterns of B1/P0+ B1/P1were found in 36 patients with ampullary carcinoma (100.0%, 36/36), fallowed by 11 (91.7%, 11/12) with periampullary duodenal carcinoma, with a significant difference between PAC (χ 2=129.95, P<0.001). Segment pattern of B3/P0 presented in 16 patients with distal cholangiocarcinoma (80.0%, 16/20), with a significant difference between PAC (χ 2=62.45, P<0.001). The segment patterns of B0/P0+ B2/P0 were only seen in 3 of 57(5.3%) patients with pancreatic head carcinoma. Conclusion:On MRCP, cutoff of the head segment with upstream dilatation and remnant head segment invisible or nondilated indicates the pancreatic head carcinoma. Cutoff of the intrapancreatic segment with upstream dilatation, remnant intrapancreatic segment visible, and main pancreatic duct nondilated, indicates the distal cholangiocarcinoma. And cutoff of the distal extrahepatic segment with upstream dilatation and main pancreatic duct dilatation or not, indicates the ampullary or periampullary duodenal carcinoma.
10.Risk factor analysis of hepatocellular carcinoma with vessels encapsulating tumor clusters and the application value of its risk scoring model
Fangming CHEN ; Xiumin QI ; Linjie BIAN ; Danping WU ; Yong YAN ; Hao WANG ; Jitao WANG ; Yongping ZHOU
Chinese Journal of Digestive Surgery 2023;22(1):150-159
Objective:To investigate the risk factor of hepatocellular carcinoma (HCC) with vessels encapsulating tumor clusters (VETC) and the application value of its risk scoring model.Methods:The retrospective cross-sectional study was conducted. The clinicopathological data of 149 patients with HCC who were admitted to two medical centers, including 97 cases in the Jiangnan University Medical Center and 52 cases in the Affiliated Xingtai People′s Hospital of Hebei Medical University, from January 2017 to April 2020 were collected. There were 116 males and 33 females, aged (58±12)years. There were 74 cases with VETC and 75 cases without VETC. Observation indica-tors: (1) clinical characteristics of patients with and without VETC; (2) imaging features of patients with and without VETC; (3) multivariable analysis of HCC patients with VETC; (4) construction of VETC related risk scoring model and its performance evaluation; (5) postoperative early tumor recurrence of patients with and without VETC who were confirmed by risk scoring model and histopathological examination. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the t test. Count data were described as absolutes, and comparison between groups was conducted using the chi-square test and continuous correction chi-square test. Variables of clinical and imaging characteristics with statistically signifi-cant were included in the multivariate analysis. Multivariate analysis was conducted using the Logistic regression model of backward stepwise selection. VETC related risk scoring model was constructed based on the results of Logistic regression model. The receiver operating characteristic (ROC) curve was drawn, and the area under curve (AUC), the sensitivity, specificity, accuracy and their 95% confidence interval ( CI) were calculated. The maximizing Youden index was the optimal cutoff value for VETC prediction. The Hosmer Lemeshow goodness of fit test was used to assess the consistency between VETC risk scoring model predicted VTEC status and the true VETC status. The Kaplan-Meier method was used to calculate survival rates and draw survival curves. The Log-rank test was used for survival analysis. Results:(1) Clinical characteristics of patients with and without VETC. Cases with postoperative albumin <36 g/L were 57 in patients with VETC, versus 68 in patients without VETC, respectively, showing a significant difference between them ( χ2=5.13, P<0.05). (2) Imaging features of patients with and without VETC. Cases with lesion imaging presence as nonperipheral washout, cases with lesion imaging presence as mosaic architecture, cases with lesion imaging presence as intratumoral hemorrhage, cases with lesion imaging presence as corona enhancement, cases with lesion imaging presence as non-smooth tumor margin, cases with lesion imaging presence as peritumoral enhancement in arterial phase, cases with lesion imaging presence as intratumoral arteries, cases with lesion imaging presence as peritumoral hypointensity in hepatobiliary phase, cases with lesion imaging enhancement type as uniform low enhancement, uniform high enhance-ment, heterogeneous enhancement with septations and heterogeneous enhancement with irregular ring-like structures, cases with intratumoral necrosis or ischemic, cases with tumor diameter >5 cm were 73, 35, 33, 15, 39, 28, 42, 27, 4, 5, 27, 38, 45, 46 in patients with VETC, versus 64, 16, 13, 3, 19, 15, 9, 13, 9, 35, 5, 26, 10, 10 in patients without VETC, respectively, showing significant differences in the above indicators between them ( χ2=8.92, 11.15, 12.97, 9.28, 11.74, 5.77, 33.14, 6.96, 41.79, 36.05, 37.86, P<0.05). (3) Multivariable analysis of patients with VETC. Results of multivariable analysis showed that lesion imaging enhancement as heterogeneous enhancement with septations, lesion imaging enhancement as heterogeneous enhancement with irregular ring-like structures, intratumoral necrosis or ischemia and tumor diameter >5 cm were independent risk factors influen-cing patients with VETC ( odds ratio=4.18, 7.62, 4.23, 4.08, 95% CI as 1.60?11.60, 2.00?31.70, 1.71?10.90, 1.60?10.80), P<0.05). (4) Construction of VETC related risk scoring model and its performance evaluation. The VETC related risk scoring model was constructed as (heterogeneous enhancement with septations, presence: 1.0, absence: 0)+(heterogeneous enhancement with irregular ring-like structures, presence: 1.5, absence: 0)+(intratumoral necrosis or ischemia, presence: 1.0, absence: 0)+(main tumor diameter >5 cm, presence: 1.0, absence: 0). The AUC, sensitivity, specificity, and accuracy of VETC related risk scoring model were 0.86 (95% CI as 0.80?0.92), 79.7% (95% CI as 69.2%?87.3%), 80.0% (95% CI as 69.6%?87.5%) and 79.9% (95% CI as 72.7%?85.5%), respectively. Results of Hosmer-Lemeshow goodness of fit test showed a good consistency between VETC risk scoring model predicted VETC status and true VETC status ( P>0.05). (5) Postoperative early tumor recurrence of patients with and without VETC who were confirmed by risk scoring model and histopathological examination. All 149 patients were followed up for 29(range, 26?35)months. The time to tumor recurrence and 2-year cumulative tumor recurrence rate of 149 patients were 29(range, 24?33)months and 43.0%, respectively. The 2-year tumor cumulative recurrence rate of patients with and without VETC predicted by risk scoring model was 47.8% and 37.9%, respectively, showing a significant difference between ( χ2=3.90, P<0.05). The 2-year cumulative tumor recurrence rate of patients with and without VETC confirmed by postoperative histopathological examination was 47.4% and 38.1%, respectively, showing a significant difference between ( χ2=4.20, P<0.05). Conclusions:Lesion imaging enhancement as heterogeneous enhancement with septations or irregular ring-like structures, intratumoral necrosis or ischemia and tumor diameter >5 cm are independent risk factors influen-cing HCC patients with VETC. The proposed risk scoring model based on those three risk factors achieves an optimal preoperative diagnostic performance.