1.Postoperative low platelet counts correlate with delayed liver function recovery after partial hepatectomy in patients with hepatocellular carcinoma
Ke WANG ; Xiaofeng WU ; Ye FAN ; Xuehao WANG
Chinese Journal of General Surgery 2013;(5):371-373
Objective To investigate the correlation of postoperative platelet counts with liver function recovery after partial hepatectomy in patients with hepatocellular carcinoma.Methods 212 patients with hepatocellular carcinoma were enrolled in this study.The relation between postoperative platelet counts and serum levels of ALT,AST,TB and PT after operation was analyzed.Results There were 78 patients with a low (< 100 × 109/L) immediate postoperative platelet count in this series of 212 patients who underwent partial liver resection for hepatocellular carcinoma,and 134 patients with a normal platelet count (≥ 100 × 109/L).Based on the criteria,27 patients were categorized as having delayed postoperative liver function recovery.There was no perioperative mortality in this study.Postoperative peak levels of ALT,AST and TB were significantly higher in patients with low postoperative platelet counts than those with normal platelet counts (P < 0.05).Statistical analysis showed that low postoperative platelet counts after partial liver resection for hepatocellular carcinoma correlated with increased risk of delayed postoperative recovery (x2 =9.112,P =0.003).Conclusions Low postoperative platelet counts were associated with delayed liver function recovery after partial hepatectomy in patients with hepatocellular carcinoma.
2.The pretreatment of triptolide could prevent the liver ischemia-reperfusion injury by inducing regulatory T cells in mice
Chuanxing WU ; Chuanyong ZHANG ; Xuehao WANG ; Feng ZHANG
Chinese Journal of Hepatobiliary Surgery 2011;17(4):318-321
ObjectiveTo investigate the effect and related mechanism of triptolide pretreatment to prevent from ischemia/reperfusion (I/R) injury in mice liver. MethodsSixty male C57BL/6 mouse were randomized into four groups (15/group): A:sham group with saline , B: sham group with triptolide, C: saline I/R group, D: triptolide I/R group. The mice were pretreated with either saline or triptolide (0. 1 mg/kg/d) through intraperitoneal (ip) injection for one week. The mouse partial liver model of I/R injury was established, and samples were collected at 24 h after the I/R injury. ResultsSerum ALT and AST levels were significantly decreased and histological damage was significantly alleviated in the triptolide I/R group as compared with the saline I/R group (P<0.05), the concentration of MDA in the triptolide groups was significantly decreased, while SOD activity was significantly increased compared with that of the saline I/R group (P<0.05). The percentages of CD4+ CD25+ regulatory T cells (Tregs) cells among CD4+ T cells in groups A, B, C, and D were(7. 55 ± 1.87)%, (12. 59±3. 87)%,(7. 85±1.07)%, and(12. 02±3. 16)% in liver tissue, respectively. The expression levels of Foxp3 mRNA were significantly higher in the triptolide I/R group than those of saline I/R group (P<0. 05). ELISA showed that triptolide could significantly inhibit the levels of IL-6, IL-Iβ and TNF-αand promoted the level of IL-10 in the serum (P<0.05). Conclusion Pretreatment with triptolide could effectively prevent from liver I/R injury, which may be related to the induction of Treg cells by triptolide, the increase in the level of IL-10 in serum, and the inhibition of IL-6, IL-1β and TNF-α production in serum.
3.Intratracheal medication by aerosol rebreathing method in emergency treatment of acute respiratory tract injury caused by inhalation of phosphorus trichloride
Zhong WANG ; Xuehao WU ; Xinyi XIA ; Haichen SUN
Journal of Medical Postgraduates 2003;0(09):-
Objective: To explore the emergency treatment of acute respiratory tract injury caused by inhalation of phosphorus trichloride.Methods: The clinical data of 16 patients with acute respiratory tract injury caused by inhalation of phosphorus trichloride were analyzed.Intratracheal inhalation of salbutamol sulfate solution and pulmicort repules atomized liquid by aerosol rebreathing method was performed immediately after the diagnosis was made.Anti-inflammatory,fluid replacement,and other symptomatic treatment were given at the same time.Treatment lasted for 3-5 days.Results: The symptoms and signs improved significantly after 3-5 times of inhalation.Among the 16 patients,15 were cured and one improved;the cure rate was 93.75%.The shortest observation period was 2 days and the longest 7 days with an average period of 2.38 days.All cases were followed up for 3 months.No complications were found except one with pleural thickening.Conclusion: Early treatment of acute respiratory tract injury with intratracheal corticosteroid and?2 receptor activator is satisfactory for patients with inhalation of phosphorus trichloride.The method is fast-acting,efficient,with less side-effects,convenient,and easily accepted by patients.
4.Diagnosis and surgical treatment of hepatic perivascular epithelioid cell carcinoma
Zhengshan WU ; Sheng HAN ; Yan ZHU ; Lianbao KONG ; Xiangcheng LI ; Liyong PU ; Xuehao WANG
Chinese Journal of Digestive Surgery 2014;13(6):477-479
Objective To investigate the clinical featurcs of hepatic perivascular epithelioid cell carcinoma (PEComa) and the experiments in the surgical treatment of PEComa.Methods The clinical data of 16 patients with hepatic PEComa who received surgical treatment at the First Affiliated Hospital of Nanjing Medical University from January 2008 to January 2012 were retrospectively analyzed.The incidence,clinical manifestations,imagiong characteristics,surgical outcomes and pathological manifestations of this disease were analyzed.B sonography,hepatic function test,tumor markers test and epigastric computed tomography (CT) were applied to detect tumor recurrence and metastasis.The follow-up was ended in December 2012.Result Middle aged and female patients took large part of the patients.Of the 16 patients,8 had no subjective symptoms,and other patients had discomfort in the right upper quadrant,pain or tenderness of the liver.All the tumors were solitary,and most of them located at the right liver (11 tumors were in the right liver,4 in the left liver,1 in the caudate lobe).No specific features were detected by preoperative B sonography,while inhomogeneous low density in the tumor region was detected on by CT.All the patients received partial liver resection without morbidity and morality.The results of immunohistochemistry showed that thc expressions of HMB-45,Melan-A and vascular smooth muscle actin were positive.The mean time of follow-up was 27.9 months (range,9.0-46.0 months),no tumor recurrence and death was observed during the follow-up.Conclusions Middle aged females are susceptive to hepatic PEComa,and patients have no specific clinical presentations.Preoperative CT examination is helpful for differential diagnosis of PEComa,and partical hepatectomy can achieve satisfactory short-term clinical outcomes.
5.Protective mechanism of low dose of triptolide pretreatment against liver ischemia/reperfusion injury in mice
Chuanxing WU ; Ping WANG ; Chuanyong ZHANG ; Xuehao WANG ; Ling LU ; Feng ZHANG
Chinese Journal of Organ Transplantation 2010;31(12):733-736
Objective To investigate the protective effect of triptolide (TPT) pretreatment against liver ischemia/reperfusion (I/R) injury in mice and the possible mechanism. Methods Sixty male C57BL/6 mice were randomly divided into four groups (15/group): ( 1 ) TPT I/R group: The mouse partial liver model of I/R injury was established by the method of Koba-yashi. The portal triad (hepatic artery, portal vein, and bile duct) was occluded with a microvascular clamp for 90 min and 24 h reperfusion; (2) Sham group with TPT: Mice underwent surgical procedures including isolation of the portal triad without occlusion; (3) Saline I/R group: Surgery was performed as the same in the TPT I/R group, (4): Sham group with saline: Surgery was performed as the same in the TPT sham group, and the mice were pretreated with either saline or TPT (0. 1 mg · kg-1 day-1 ) by intraperitoneal injection for one week. The samples were collected at the 24th h after the I/R injury.The serum ALT and AST levels were determined, the histologic changes were observed by HE staining, the percentage of Th17 cells among mononuclear cells in liver tissue was analyzed by flow cytometry, the expression of IL-17 and ROR-γt mRNA was detected by real-time PCR, and the serum IL-6, IL-17 and TGF-β levels were measured by enzyme-linked immunosorbent assay (ELISA).Results Serum ALT and AST levels were significantly decreased and the histological damage was significantly alleviated in the TPT I/R group as compared with saline I/R group (P<0. 05). The percentage of Th17 cells among mononuclear cells in TPT I/R group, TPT sham group, saline I/R group, TPT saline group was ( 1.77 ± 0. 53)%, (0. 41± 0. 18)%, (4. 26 ± 0. 82)% and (0. 72 ± 0. 23) % in liver tissue, respectively. The expression levels of the IL-17 and ROR-γt mRNA in the liver tissue, and IL-6, IL-17 and TGF-β levels in the serum were significantly lower in TPT I/R group than in saline I/R group (P<0. 05). Conclusion Pretreatment with low dose of TPT could effectively protect the liver from I/R injury in mice, which may be related to the inhibition of Th17 cells.
6.Early enteral nutritional support in patients of liver transplantation
Zhengshan WU ; Xuehao WANG ; Feng ZHANG ; Xiangcheng LI ; Lianbao KONG ; Jun LI
Chinese Journal of General Surgery 1993;0(01):-
Objective To evaluate early enteral nutrition in patients after liver transplantation. Methods This is a prospective, randomized trial consisting of 63 patients divided into two groups to receive TPN and early enteral nutrition respectively for a week. Patients' nutritional status, liver function, nutritional expense and the incidence of postoperative infections and other complications were compared between the two groups. Result Early enteral nutrition after liver transplantation can improve the nutritional condition and it is helpful for the recovery of the liver function. It decreases the rate of postoperative infections and other complications. Conclusions Early enteral nutritional support is feasible alternative to TPN in patients of liver transplantation.
7.Experimental study on the pathological rat modelof paraquat-induced acute lung injury and pulmonary fibrosis
Qiaoming ZHI ; Haichen SUN ; Xiaoming QIAN ; Shinan NIE ; Baohua XU ; Wenjie TANG ; Xuehao WU ; Hao ZHANG
Journal of Medical Postgraduates 2004;0(02):-
Objective:To determine the half lethal dose(LD50) of paraquat in rats and to establish a relatively safe and stable pathological animals model of pulmonary fibrosis.Methods: Ninety-six SD rats totally in half genders.Fifty SD rats in half genders were randomly divided into 5 groups,each had 10 rats.Feed the rats with different doses of liquor of paraquat intraperitoneally one time and definite the half lethal dose of one and two weeks.After that,prepare another forty-six SD rats,also in half genders,as intonication group,twenty-eight rats were treated with the liquor of paraquat in dosage of 18 mg/kg intraperitoneally.As control group,sixteen rats were treated with equivalent volume of normal saline.Observe the toxic symptom daily and rats were sacrificed on day 1,3,5,7,14,21,28,35 and 42 respectively for the histological examination.Results: The half lethal doses of intraperitoneal paraquat of 1 and 2 weeks were 18.27 and 17.29,with 95% confidence intervals of 16.61-20.09 and 15.99-18.67,respectively.After intraperitoneal paraquat injection at the dose of 18 mg/kg,typical toxic symptoms were observed at different times in the rats.The whole process of acute lung injury and fibrosis induced by paraquat intoxication could be seen with the naked eyes or under the light microscope.Conclusion: Paraquat has a strong toxicity to rats.A proper dose of paraquat solution can not only reduce the number of experimental rats,but also induce typical pulmonary fibrosis in rats.
8.Clinical efficacy and prognostic factors analysis of radical hepatectomy of hepatocellular carcinoma in 760 patients
Xiangcheng LI ; Ke WANG ; Changxian LI ; Chenyu JIAO ; Xiaofeng WU ; Hui ZHANG ; Zhengshan WU ; Sheng HAN ; Guwei JI ; Dong WANG ; Yaodong ZHANG ; Renjie YANG ; Xinyang YANG ; Xuehao WANG
Chinese Journal of Digestive Surgery 2017;16(4):398-404
Objective To investigate the clinical efficacy and prognostic factors of radical hepatectomy of hepatocellular carcinoma (HCC).Methods The retrospective case-control study was conducted.The clinicopathological data of 760 HCC patients who were admitted to the First Affiliated Hospital of Nanjing Medical University from August 2003 to June 2015 were collected.Surgical procedures were determined according to the location,number and size of tumors and anatomical relations among vessels.Observation indicators included:(1)intra-and post-operative situations:surgical procedures,operation time,volume of intraoperative blood loss,cases of intraoperative blood transfusion,postoperative complications,duration of postoperative hospital stay and pathological examination;(2) follow-up:1-,3-,5-year overall and tumor-free survival situations;(3) prognostic factors analysis of HCC patients.Follow-up using outpatient examination and telephone interview was performed to detect patients' survival up to January 2016.Measurement data with normal distribution were represented as-x±s.The survival curve and survival rate were respectively drawn and calculated by the Kaplan-Meier method.The univariate analysis and multivariate analysis were done using the COX regression model.Results (1) Intra-and post-operative situations:all the 760 patients underwent successful operations,including 419 undergoing anatomical hepatectomy and 341 undergoing non-anatomical hepatectomy.R0 and R1 resections were respectively applied to 742 and 18 patients.Two patients were combined with portal vein resection and reconstruction and 1 was combined with resection and reconstruction of inferior vena cava.Operation time,volume of intraoperative blood loss and cases of intraoperative blood transfusion were (226± 115) minutes,(714±706) mL and 88,respectively.Fifty-five patients had postoperative complications,including 20 with abdominal effusion or abscess,16 with pleural effusion,9 with recurrent fever,8 with incisional infection,7 with intra-abdominal hemorrhage,6 with liver failure,3 with pyloric or intestinal obstruction and 2 with renal failure (some patients with multiple complications).Of the 55 patients with postoperative complications,7 with hemorrhage underwent reoperation or interventional therapy and other patients underwent conventional symptomatic treatment.Of 55 patients,5 patients died and other 50 patients were improved.Duration of postoperative hospital stay was (14±6) days.There were 457 patients with minimum margin of tumors ≤ 1.0 cm and 303 with minimum margin of tumors > 1.0 cm.(2) Followup:all the 760 patients were followed up for 1-139 months,with a median time of 25 months.The overall and tumor-free median survival times were 59 months and 31 months,respectively.The 1-,3-,5-year overall and tumor-free survival rates were 81.7%,63.4%,47.9% and 68.7%,44.9%,29.6%,respectively.(3) Prognostic factors analysis of HCC patients:results of univariate analysis showed that clinical symptoms,alpha-fetoprotein (AFP),Barcelona clinic liver cancer staging,surgical procedures,intraoperative blood transfusion,minimum margin of tumors,number and diameter of tumors,tumor capsule,tumor differentiation,vascular cancer embolus,macrovascular invasion and tumor staging of American Joint Committee on Cancer (AJCC) were related factors affecting prognosis of HCC patients after radical hepatectomy [HR =1.39,1.50,1.92,0.65,1.45,1.68,1.96,1.66,2.26,1.50,2.68,3.37,2.00,95% confidence interval (CI):1.08-1.79,1.16-1.94,1.68-2.20,0.50-0.84,1.04-2.02,1.28-2.20,1.54-2.49,1.42-1.94,1.69-3.02,1.22-1.85,1.99-3.60,2.61-4.36,1.77-2.27,P<0.05].Results of multivariate analysis showed that AFP,number and diameter of tumors,tumor differentiation and tumor staging of AJCC were independent factors affecting prognosis of HCC patients after radical hepatectomy (HR=1.61,1.62,1.31,1.40,1.78,95%CI:1.14-2.26,1.22-2.14,1.06-1.63,1.10-1.79,1.27-2.51,P < 0.05).Conclusions The anatomical and non-anatomical hepatectomies are safe and feasible for optional HCC patients,with a good long-term outcome.AFP,number and diameter of tumors,tumor differentiation and tumor staging of AJCC are independent factors affecting prognosis of HCC patients after radical hepatectomy.
9.Posttraumatic expression of MHC II molecules: an experimental and clinical study.
Haichen SUN ; Xuehao WU ; Xiaoming QIAN ; Xiaoping QI ; Wenjie TANG ; Jianqiang XU ; Jieshou LI
Chinese Journal of Traumatology 2000;3(1):50-52
OBJECTIVE: To evaluate the role of MHC II expression in posttrauma immune disturbances and infections. METHODS: In experimental study, peritoneal macrophages were harvested from traumatized mice and treated with GM-CSF, Ia molecules were determined by flow cytometry. In 24 trauma patients, monocyte HLA-DR expression was measured by APAAP technique. RESULTS: Marked inhibition of MHC II molecule expression was found in both traumatized mice and patients. In traumatic patients with infection, the inhibition was more severe. Treatment with GM-CSF in mice partially restored the Ia expression. CONCLUSIONS: Inhibition of MHC II molecules plays an important role in postrauma immune disturbances. There is a close relationship between HLA-DR inhibition and clinical infections.
10.Construction and application value of CT-based radiomics model for predicting recurrence of early-stage hepatocellular carcinoma after resection
Guwei JI ; Ke WANG ; Xiaofeng WU ; Yongxiang XIA ; Changxian LI ; Hui ZHANG ; Hongwei WANG ; Mingyu WU ; Bing CAI ; Xiangcheng LI ; Xuehao WANG
Chinese Journal of Digestive Surgery 2020;19(2):204-216
Objective:To construct a computed tomography (CT)-based radiomics model for predicting tumor recurrence of early-stage hepatocellular carcinoma (HCC) after resection, and explore its application value.Methods:The retrospective cohort study was conducted. The clinicopathological data of 243 patients with early-stage HCC who underwent hepatectomy in 2 medical centers between January 2009 and December 2016 were collected, including 165 in the First Affiliated Hospital of Nanjing Medical University and 78 in the Wuxi People′s Hospital. There were 182 males and 61 females, aged from 30 to 86 years, with a median age of 57 years. According to the random numbers showed in the computer, 243 patients were randomly assigned into training dataset consisting of 162 patients and test dataset consisting of 81 patients, with a ratio of 2∶1. Using radiomics technique, a total of 3 384 radiomics features were extracted from the tumor and its periphery at arterial-phase and portal-phase images of CT scan. In the training dataset, a radiomics signature was constructed and predicted its performance after dimension reduction of stable features by using aggregated feature selection algorithms [feature ranking via maximal relevance and minimal redundancy (MRMR) combined with random survival forest (RSF) + LASSO-COX regression analysis]. Risk factors for tumor recurrence were selected using the univariate COX regression analysis, and two radiomics models including radiomics 1 (preoperative) and radiomics 2 (postoperative) were constructed and predicted their performance using backward stepwise multivariate COX regression analysis. The two models were validated in the training and test dataset. Observation indicators: (1) follow-up; (2) construction of HCC recurrence-related radiomics signature for early-stage HCC after resection; (3) prediction performance of HCC recurrence-related radiomics signature for early-stage HCC after resection; (4) construction of HCC recurrence-related radiomics prediction model for early-stage HCC after resection; (5) validation of HCC recurrence-related radiomics prediction model for early-stage HCC after resection; (6) comparison of the prediction performance of radiomics model with that of other clinical statistical models and current HCC staging systems; (7) stratification analysis of postoperative recurrence risk based on radiomics models for early-stage HCC after resection. Patients were followed up using outpatient examination or telephone interview once every 3 months within the first 2 years and once every 6 months after 2 years. The follow-up included collection of medical history, laboratory examination, and abdominal ultrasound examination. Contrast-enhanced CT or magnetic resonance imaging (MRI) examination was performed once every 6 months, and they were performed in advance on patients who had suspected recurrence based on laboratory examination or abdominal ultrasound for further diagnosis. Follow-up was up to January 2019. The endpoint was time to recurrence, which was from the date of surgery to the date of first detected disease recurrence or metastasis. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed by the t test. Measurement data with skewed distribution were described as M (range), and comparison between groups was analyzed by the Mann-Whitney U test. Count data were described as absolute numbesr or percentages, and comparison between groups was analyzed using the chi-square test. The survival curve and survival rate were respectively drawn and calculated by the Kaplan-Meier method, and the survival analysis was performed using the Log-rank test. Serum alpha-fetoprotein level was analyzed after the natural logarithm transformation. X-tile software was used to select the optimal cut-point for continuous markers. Results:(1) Follow-up: all the 243 HCC patients received follow-up. Patients in the training dataset were followed up for 4.2-109.2 months, with a median follow-up time of 51.6 months. Patients in the test dataset were followed up for 12.7-107.6 months, with a median follow-up time of 73.2 months. The 2-, 5-year disease-free survival rates were 77.8% and 53.1% of the training dataset respectively, versus 86.4% and 61.7% of the test dataset. There was no significant difference in terms of disease-free survival between two datasets ( χ2=1.773, P>0.05). (2) Construction of HCC recurrence-related radiomics signature for early-stage HCC after resection: of the 3 384 radiomics features, 2 426 radiomics features with high stability were selected for analysis. There were 37 radiomics features identified after combining the top 20 radiomics features ranked by MRMR and RSF algorithms. LASSO-COX regression algorithm further reduced their dimensionality to retain 7 radiomics features and construct a radiomics signature. The indicators including region, scanning phase, and weighting coefficient of above mentioned seven features were Feature 1 (peritumoral, arterial phase, 0.041), Feature 2 (peritumoral, arterial phase, -0.103), Feature 3 (peritumoral, arterial phase, -0.259), Feature 4 (intratumoral, arterial phase, 0.211), Feature 5 (peritumoral, portal venous phase, -0.170), Feature 6 (intratumoral, portal venous phase, 0.130), and Feature 7 (intratumoral, portal venous phase, 0.090), respectively. Radiomics signature score=0.041×Feature 1-0.103×Feature 2-0.259×Feature 3+ 0.211×Feature 4-0.170×Feature 5+ 0.130×Feature 6+ 0.090×Feature 7. (3) Prediction performance of HCC recurrence-related radiomics signature for early-stage HCC after resection: the radiomics signature showed favorable prediction performance in both training and test datasets, with respective C-index of 0.648 [95% confidence interval ( CI): 0.583-0.713] and 0.669 (95% CI: 0.587-0.750). (4) Construction of HCC recurrence-related radiomics prediction model for early-stage HCC after resection: results of univariate analysis showed that ln(serum alpha-fetoprotein), liver cirrhosis, tumor margin status, arterial peritumoral enhancement, intratumoral necrosis, radiomics signature, satellite nodules, and microvascular invasion were related factors for tumor recurrence after resection of early-stage HCC ( hazard ratio=1.202, 1.776, 1.889, 2.957, 1.713, 4.237, 4.364, 4.258, 95% CI: 1.083-1.333, 1.068-2.953, 1.181-3.024, 1.462-5.981, 1.076-2.728, 2.593-6.923, 2.468-7.717, 2.427-7.468, P<0.05 ). Results of multivariate analysis showed that the radiomics model 1 (preoperative) consisted of ln(serum alpha-fetoprotein), tumor margin status, and radiomics signature ( hazard ratio=1.145, 1.838, 3.525, 95% CI: 1.029-1.273, 1.143-2.955, 2.172-5.720, P<0.05); the radiomics model 2 (postoperative) consisted of ln(serum alpha-fetoprotein), radiomics signature, microvascular invasion, and satellite nodules ( hazard ratio=1.123, 2.386, 3.456, 3.481, 95% CI: 1.005-1.254, 1.501-3.795, 1.863-6.410, 1.891-6.408, P<0.05). Risk prediction formulas: radiomics model 1 = 0.135×ln(serum alpha-fetoprotein)+ 0.608×tumor margin status (0: smooth; 1: non-smooth)+ 1.260×radiomics signature; radiomics model 2 = 0.116×ln(serum alpha-fetoprotein)+ 0.870×radiomics signature + 1.240×microvascular invasion (0: absent; 1: present)+ 1.247×satellite nodules (0: absent; 1: present). (5) Validation of HCC recurrence-related radiomics prediction model for early-stage HCC after resection: in both training and test datasets, radiomics model 1 provided good prediction performance, with respective C-index of 0.716 (95% CI: 0.662-0.770) and 0.724 (95% CI: 0.642-0.806), while radiomics model 2 provided better prediction performance, with respective C-index of 0.765 (95% CI: 0.712-0.818) and 0.741 (95% CI: 0.662-0.820). Calibration curves demonstrated good agreement between model-predicted probabilities and observed outcomes. (6) Comparison of the prediction performance of radiomics model with that of other clinical statistical models and current HCC staging systems: in the training dataset, the prediction performance of radiomics model 1 for tumor recurrence after resection of early-stage HCC was significantly different from that of ERASL model (preoperative), Barcelona clinic liver cancer (BCLC) staging, Hong Kong liver cancer (HKLC) staging, and cancer of the liver Italian program (CLIP) classification (C-index=0.562, 0.484, 0.520, 0.622, 95% CI: 0.490-0.634, 0.311-0.658, 0.301-0.740, 0.509-0.736, P<0.05); the prediction performance of radiomics model 2 for tumor recurrence after resection of early-stage HCC was significantly different from that of ERASL model (postoperative), Korean model, and the eighth edition TNM staging (C-index=0.601, 0.523, 0.513, 95% CI: 0.524-0.677, 0.449-0.596, 0.273-0.753, P<0.05). In the test dataset, the prediction performance of radiomics model 1 for tumor recurrence after resection of early-stage HCC was significantly different from that of ERASL model (preoperative), BCLC staging, HKLC staging, CLIP classification (C-index=0.540, 0.473, 0.504, 0.545, 95% CI: 0.442-0.638, 0.252-0.693, 0.252-0.757, 0.361-0.730, P<0.05); the prediction performance of radiomics model 2 for tumor recurrence after resection of early-stage HCC was significantly different from that of ERASL model (postoperative), Korean model, and the eighth edition TNM staging (C-index=0.562, 0.513, 0.521, 95% CI: 0.451-0.672, 0.399-0.626, 0.251-0.791, P<0.05). (7) Stratification analysis of postoperative recurrence risk based on radiomics models for tumor recurrence after resection of early-stage HCC: according to the analysis of X-tile, the score of radiomics model 1 < 1.4 (corresponding to total points < 62.0 in nomogram) was classified into low-risk group while the score of radiomics model 1 ≥ 1.4 (corresponding to total points ≥ 62.0 in nomogram) was classified into high-risk group. The score of radiomics model 2 < 1.7 (corresponding to total points < 88.0 in nomogram) was classified into low-risk group while the score of radiomics model 2 ≥ 1.7 (corresponding to total points ≥ 88.0 in nomogram) was classified into high-risk group. In the training dataset, the 2- and 5-year recurrence rates were 14.1%, 35.3% for low-risk patients and 63.0%, 100.0% for high-risk patients, which were predicted by radiomics model 1. There were significant differences between the two groups ( χ2= 70.381, P<0.05). The 2- and 5-year recurrence rates were 12.9%, 38.2% for low-risk patients and 81.8%, 100.0% for high-risk patients, which were predicted by radiomics model 2. There were significant differences between the two groups ( χ2= 98.613, P<0.05). In the test dataset, the 2- and 5-year recurrence rates were 5.6%, 29.3% for low-risk patients and 70.0%, 100.0% for high-risk patients, which were predicted by radiomics model 1. There were significant differences between the two groups ( χ2= 64.453, P<0.05). Ther 2- and 5-year recurrence rates were 5.7%, 28.1% for low-risk patients and 63.6%, 100.0% for high-risk patients, which were predicted by radiomics model 2. There were significant differences between the two groups ( χ2= 58.032, P<0.05). Conclusions:The 7-feature-based radiomics signature is built by selection of CT radiomics features in this study, and then HCC recurrence-related radiomics prediction model for early-stage HCC after resection is constructed. The proposed radiomics models can complement the existing clinical-radiological-pathological prognostic sources, accurately and individually predict tumor recurrence risk preoperatively and postoperatively, which facilitate clinical decision-support for patients with early-stage HCC.