ObjectiveThis study aimed to evaluate the effects of cycloastragenol （CAG） on mitochondrial dysfunction during cardiac remodeling and to elucidate its regulatory role in myocardial energy metabolic homeostasis and the associated transcriptional regulatory axis. MethodsA rat model of heart failure （HF） was established by ligation of the left anterior descending coronary artery. Rats were randomly divided into a control group， a model group， a captopril group （3.25 mg·kg^-1）， a low-dose CAG group （10 mg·kg^-1， CAG-L）， and a high-dose CAG group （20 mg·kg^-1， CAG-H）. After 28 days of treatment， left ventricular ejection fraction （LVEF）， left ventricular fractional shortening （LVFS）， left ventricular end-diastolic diameter （LVIDd）， and left ventricular end-systolic diameter （LVIDs） were assessed by echocardiography. Serum levels of N-terminal pro-brain natriuretic peptide （NT-proBNP）， creatine kinase-MB （CK-MB）， cardiac troponinⅠ （cTnI）， interleukin-1β （IL-1β）， interleukin-6 （IL-6）， tumor necrosis factor-α （TNF-α）， and cyclic adenosine monophosphate （cAMP） were measured by enzyme-linked immunosorbent assay （ELISA）. Hematoxylin-eosin （HE） and Masson's trichrome staining were used to evaluate myocardial histopathology and fibrosis. Wheat germ agglutinin （WGA）， reactive oxygen species （ROS）， and terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling （TUNEL） staining were performed to assess cardiomyocyte hypertrophy， oxidative stress， and apoptosis. Adenosine triphosphate （ATP） content and the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ were determined by colorimetric assays. The mRNA expression of α-smooth muscle actin （α-SMA）， Col Ⅰ， and Col Ⅲ was detected by Real-time quantitative polymerase chain reaction （Real-time PCR）， while the protein levels of β₂-adrenergic receptor （ADRB2）， protein kinase A （PKA）， phosphorylated cAMP response element-binding protein/total cAMP response element-binding protein （p-CREB/CREB）， peroxisome proliferator-activated receptor γ coactivator-1α （PGC-1α）， nuclear respiratory factor 1 （NRF1）， and mitochondrial transcription factor A （TFAM） were analyzed by Western blot. ResultsCompared with the control group， the model group exhibited significantly decreased LVEF， LVFS， and ATP levels （P<0.05）， and markedly increased LVIDd， LVIDs， NT-proBNP， CK-MB， cTnI， IL-1β， IL-6， TNF-α， ROS levels， TUNEL-positive rate， Col deposition area， and the mRNA expression of α-SMA， Col Ⅰ， and Col Ⅲ （P<0.05）. In addition， the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ， the protein expression of ADRB2， PKA， p-CREB， PGC-1α， NRF1， and TFAM， as well as the cAMP content， were significantly reduced （P<0.05）. Compared with the model group， both low- and high-dose CAG significantly increased LVEF and LVFS， and decreased LVIDd， LVIDs， and the levels of NT-proBNP， CK-MB， and cTnI （P<0.05）. CAG treatment alleviated myocardial disarray and Collagen deposition， and downregulated the mRNA expression of α-SMA， Col Ⅰ， and Col Ⅲ. The treatment markedly reduced ROS generation and the TUNEL-positive rate （P<0.05）， thereby attenuating cardiomyocyte hypertrophy and inflammatory responses. Furthermore， CAG treatment increased ATP content and the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ， accompanied by upregulation of PGC-1α， NRF1， TFAM， ADRB2， PKA， and p-CREB protein expression as well as cAMP levels （P<0.05）. The CAG-H group showed the most pronounced improvements， which were superior to those of the captopril group and the CAG-L group. ConclusionCycloastragenol delays adverse cardiac remodeling and improves cardiac function by activating the ADRB2-mediated GPCR/cAMP/PKA/CREB signaling pathway， enhancing the PGC-1α/NRF1/TFAM activity， promoting mitochondrial energy metabolism remodeling， and suppressing oxidative stress， inflammation， and myocardial fibrosis.

ObjectiveThis study aimed to evaluate the effects of cycloastragenol （CAG） on mitochondrial dysfunction during cardiac remodeling and to elucidate its regulatory role in myocardial energy metabolic homeostasis and the associated transcriptional regulatory axis. MethodsA rat model of heart failure （HF） was established by ligation of the left anterior descending coronary artery. Rats were randomly divided into a control group， a model group， a captopril group （3.25 mg·kg^-1）， a low-dose CAG group （10 mg·kg^-1， CAG-L）， and a high-dose CAG group （20 mg·kg^-1， CAG-H）. After 28 days of treatment， left ventricular ejection fraction （LVEF）， left ventricular fractional shortening （LVFS）， left ventricular end-diastolic diameter （LVIDd）， and left ventricular end-systolic diameter （LVIDs） were assessed by echocardiography. Serum levels of N-terminal pro-brain natriuretic peptide （NT-proBNP）， creatine kinase-MB （CK-MB）， cardiac troponinⅠ （cTnI）， interleukin-1β （IL-1β）， interleukin-6 （IL-6）， tumor necrosis factor-α （TNF-α）， and cyclic adenosine monophosphate （cAMP） were measured by enzyme-linked immunosorbent assay （ELISA）. Hematoxylin-eosin （HE） and Masson's trichrome staining were used to evaluate myocardial histopathology and fibrosis. Wheat germ agglutinin （WGA）， reactive oxygen species （ROS）， and terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling （TUNEL） staining were performed to assess cardiomyocyte hypertrophy， oxidative stress， and apoptosis. Adenosine triphosphate （ATP） content and the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ were determined by colorimetric assays. The mRNA expression of α-smooth muscle actin （α-SMA）， Col Ⅰ， and Col Ⅲ was detected by Real-time quantitative polymerase chain reaction （Real-time PCR）， while the protein levels of β₂-adrenergic receptor （ADRB2）， protein kinase A （PKA）， phosphorylated cAMP response element-binding protein/total cAMP response element-binding protein （p-CREB/CREB）， peroxisome proliferator-activated receptor γ coactivator-1α （PGC-1α）， nuclear respiratory factor 1 （NRF1）， and mitochondrial transcription factor A （TFAM） were analyzed by Western blot. ResultsCompared with the control group， the model group exhibited significantly decreased LVEF， LVFS， and ATP levels （P<0.05）， and markedly increased LVIDd， LVIDs， NT-proBNP， CK-MB， cTnI， IL-1β， IL-6， TNF-α， ROS levels， TUNEL-positive rate， Col deposition area， and the mRNA expression of α-SMA， Col Ⅰ， and Col Ⅲ （P<0.05）. In addition， the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ， the protein expression of ADRB2， PKA， p-CREB， PGC-1α， NRF1， and TFAM， as well as the cAMP content， were significantly reduced （P<0.05）. Compared with the model group， both low- and high-dose CAG significantly increased LVEF and LVFS， and decreased LVIDd， LVIDs， and the levels of NT-proBNP， CK-MB， and cTnI （P<0.05）. CAG treatment alleviated myocardial disarray and Collagen deposition， and downregulated the mRNA expression of α-SMA， Col Ⅰ， and Col Ⅲ. The treatment markedly reduced ROS generation and the TUNEL-positive rate （P<0.05）， thereby attenuating cardiomyocyte hypertrophy and inflammatory responses. Furthermore， CAG treatment increased ATP content and the activities of mitochondrial respiratory chain complexes Ⅰ-Ⅳ， accompanied by upregulation of PGC-1α， NRF1， TFAM， ADRB2， PKA， and p-CREB protein expression as well as cAMP levels （P<0.05）. The CAG-H group showed the most pronounced improvements， which were superior to those of the captopril group and the CAG-L group. ConclusionCycloastragenol delays adverse cardiac remodeling and improves cardiac function by activating the ADRB2-mediated GPCR/cAMP/PKA/CREB signaling pathway， enhancing the PGC-1α/NRF1/TFAM activity， promoting mitochondrial energy metabolism remodeling， and suppressing oxidative stress， inflammation， and myocardial fibrosis.

Objective:To analyze the current status of red blood cell transfusion in very preterm infants (VPI) (gestational age at birth <32 weeks) from Chinese Neonatal Network (CHNN) in 2022.Methods:This cross-sectional study was based on the CHNN VPI cohort. It included 6 985 VPI admitted to CHNN 89 participating centers within 24 hours after birth in 2022. VPI with major congenital anomalies or those transferred to non-CHNN centers for treatment or discharged against medical advice were excluded. VPI were categorized based on whether they received red blood cell transfusions, their gestational age at birth, the type of respiratory support received during transfusion, and whether the pre-transfusion hemoglobin levels exceeded the thresholds. General characteristics, red blood cell transfusion rates, number of transfusions, timing of the first transfusion, and pre-transfusion hemoglobin levels were compared among different groups. The incidence of adverse outcomes between the group of VPI who received transfusions above the threshold and those who received transfusions below the threshold were compared. Comparison among different groups was conducted using χ2 tests, Kruskal-Wallis H tests, Mann-Whitney U test, and so on. Trends by gestational age at birth were evaluated by Cochran-Armitage tests and Jonckheere-Terpstra tests for trend. Results:Among the 6 985 VPI, 3 865 cases(55.3%) were male, with a gestational age at birth of 30.0 (28.6, 31.0) weeks and a birth weight of (1 302±321) g. Overall, 3 617 cases (51.8%) received red blood cell transfusion, while 3 368 cases (48.2%) did not. The red blood cell transfusion rate was 51.8% (3 617/6 985), with rates of 77.7% (893/1 150) for those born before 28 weeks gestational age and 46.7% (2 724/5 835) for those born between 28 and 31 weeks gestational age. A total of 9 616 times red blood cell transfusions were administered to 3 617 VPI, with 632 times missing pre-transfusion hemoglobin data, and 8 984 times included in the analysis. Of the red blood cell transfusions, 25.6% (2 459/9 616) were administered when invasive respiratory support was required, 51.3% (4 934/9 616) were receiving non-invasive respiratory support, while 23.1% (2 223/9, 616) were given when no respiratory support was needed. Compared to the non-transfusion group, the red blood cell transfusion group had a higher rate of pregnancy-induced hypertension in mothers, lower rates of born via cesarean section and mother′s antenatal steroid administration, smaller gestational age, lower birth weight, a higher proportion of small-for-gestational-age, multiple births, and proportions of Apgar score at the 5 th minute after birth ≤3 (all P<0.05). They were also less likely to be female, born in hospital or undergo delayed cord clamping (all P<0.01). Additionally, higher transport risk index of physiologic stability score at admission were observed in the red blood cell transfusion group ( P<0.001). The number of red blood cell transfusion was 2 (1, 3) times, with the first transfusion occurring at an age of 18 (8, 29) days, and a pre-transfusion hemoglobin level of 97 (86, 109) g/L. For VPI ≤7 days of age, the pre-transfusion hemoglobin levels for invasive respiratory support, non-invasive respiratory support, or no respiratory support, respectively, with no statistically significant differences between groups ( H=5.59, P=0.061). For VPI aged 8 to 21 days and≥22 days, the levels with statistically differences between groups (both P<0.01). Red blood cell transfusions above recommended thresholds were observed in all respiratory support categories at different stages of life, with the highest prevalence in infants aged 8 to 21 days and≥22 days who did not require respiratory support, at 90.1% (264/273) and 91.1%(1 578/1 732), respectively. The rate of necrotizing enterocolitis was higher in the above-threshold group ( χ2=10.59, P=0.001), and the duration of hospital stay was longer in the above-threshold group ( Z=4.67, P<0.001) compared to the below-threshold group. Conclusions:In 2022, the red blood cell transfusion rate was relatively high among VPI from CHNN. Pre-transfusion hemoglobin levels frequently exceeded recommended transfusion thresholds.

With the rapid development of minimally invasive techniques in surgery, arti-ficial intelligence (AI), particularly deep learning, is playing an increasingly important role in mini-mally invasive surgery. By automated analysis of surgical videos, AI can efficiently perform key tasks such as instrument recognition, surgical phase identification, action analysis, anatomical structure recognition, intraoperative diagnosis, adverse event monitoring and smart desmoking. These appli-cations provide essential support for real-time monitoring, surgical navigation and skill assessment during surgery. The authors summarize the current research progress of AI in minimally invasive surgery, including its applications in the fields of hepatobiliary and pancreatic surgery, as well as gastrointestinal surgery. It also explores the potential of AI in enhancing surgical safety, efficiency and skill assessment. By synthesizing the latest research achievements of AI technology in the field of surgery, as well as analyzing its technical challenges and risks, it aims to provide guidance for future innovations and clinical applications, promoting the advancement and implementation of AI in minimally invasive surgery.

Objective:To compare the clinical efficacy of autologous bone grafting or bioceramic bone grafting combined with locking compression plate (LCP) internal fixation in the treatment of Schatzker type II and III tibial plateau fractures.Methods:A retrospective analysis was conducted on 104 patients with Schatzker type II and III tibial plateau fractures who underwent surgical treatment at the Department of Orthopedics, PLA Central Theater Command General Hospital from January 2010 to December 2021. The cohort comprised 55 males and 49 females, with an average age of 49.13±13.80 years (range 18-73 years). All fractures were unilateral: 55 on the left and 49 on the right. According to the Schatzker classification, 59 were Type II and 45 were Type III. Causes of injury included traffic accidents (48 cases), falls from height (3 cases), sprains or falls (45 cases), and other causes (8 cases). During surgery, bioceramic material or allograft bone tissue was implanted into the collapsed tibial plateau region to restore articular surface flatness. Based on graft type, patients were divided into the allograft bone group (63 cases) and the bioceramic group (41 cases). All cases underwent proximal lateral tibial LCP internal fixation. The two groups were compared in terms of operative time, intraoperative blood loss, bone graft volume, length of hospital stay, fracture healing time, and postoperative complications. The Rasmussen radiographic collapse score was used to evaluate fracture reduction, and the Hospital for Special Surgery (HSS) score system was used to assess knee joint function.Results:All patients were followed up for 12(12, 13) months (range 12-16 months). The fracture healing time in the allograft bone group was 13.70±1.36 weeks (range 11-16 weeks), which was significantly shorter than that in the bioceramic group: 14.59±1.73 weeks (range 11-19 weeks) ( t=2.911, P=0.004). The time to full weight-bearing in the allograft group was 15.0(14.0, 17.0) weeks (range 13-23 weeks), which was shorter than the 16.0 (15.5, 18.5) weeks (range 12-24 weeks) in the bioceramic group, showing a statistically significant difference ( Z=-3.019, P=0.002). At 12 months postoperatively, the Rasmussen radiographic collapse score was 1(0, 1) in the bioceramic group, significantly lower than the 1(1, 2) score in the allograft group ( Z=-2.083, P=0.037). No statistically significant differences were observed between the two groups in bone graft volume, surgical duration, intraoperative blood loss, hospitalization duration, or HSS scores at 6 and 12 months postoperatively ( P>0.05). The complication rate was 6.3% (4/63) in the allograft group and 2.4% (1/41) in the bioceramic group, with no statistically significant difference (χ 2=0.830, P=0.362). Conclusions:For Schatzker type II and III tibial plateau fractures, the use of allograft bone or bioceramic combined with LCP internal fixation can achieve good results. Allograft bone has advantages in terms of fracture healing speed and early weight-bearing recovery, while bioceramic is more effective in maintaining joint surface stability.

Objective:To investigate the effects of dual vascularized tissue-engineered bone constructed by vascular bundles and endothelial progenitor cells (EPCs) on repair of large bone defects and vascular regeneration.Methods:EPCs were seeded on the demineralized bone matrix (DBM) scaffolds and cultured for 6 days. The attachment and morphology of EPCs on DBM scaffolds were observed by electron microscopy. Next, the radial artery was implanted into a vascular groove opened inside the DBM-EPCs composite scaffolds. Finally, models of a large segmental bone defect were constructed using the radii from 18 New Zealand white rabbits. The rabbits were randomly divided into 4 groups using a simple random sampling method: DBM group, DBM+EPCs group, DBM+vascular bundle group, and DBM+EPCs+vascular bundle group. The DBM group and DBM+EPCs group shared the same rabbits so that transplantations were conducted into the left and right forearms respectively; the DBM+vascular bundle group and DBM+EPCs+vascular bundle group also shared the same rabbits so that transplantations were conducted into the left and right forearms respectively. Consequently, there were 9 experimental sites in each group. X-ray examination and gross morphological observation were performed to evaluate the bone regeneration in the experimental rabbits in each group at 4, 8, and 12 weeks after surgery, and CD31 immunofluorescence staining was used to evaluate the vascular regeneration. Micro-CT was used to analyze bone tissue parameters and reconstruct the three-dimensional structures of the defects site at 12 weeks after surgery.Results:Compared with the DBM, DBM+EPCs and DBM+vascular bundle groups, the DBM+EPCs+vascular bundle group showed new bone tissue crawling on the scaffold surface at 4 weeks after surgery, almost complete healing of the bone defect area at 8 weeks, and forming of a complete and dense bone bridge and appearance of a bone marrow cavity at 12 weeks. Micro-CT data at 12 weeks after surgery showed regular arrangement of the trabeculae, significantly improved mineralization, and increased thickness of the bone cortex in the DBM+EPCs+vascular bundle group. Additionally, in the DBM+EPCs+vascular bundle group, the number of microvessels was significantly higher than that in the other groups at 4, 8, 12 weeks after surgery ( P<0.05), and the angiogenesis and bone tissue regeneration were particularly prominent at 12 weeks after surgery. The number of CD31 cells in the DBM+EPCs+vascular bundle group increased significantly more than that in the DBM, DBM+EPCs and DBM+vascular bundle groups ( P<0.05). Conclusion:As the dual vascularized tissue-engineered bone constructed by vascular bundles and EPCs can significantly promote bone tissue regeneration and angiogenesis, it may be a potential therapeutic strategy for repair of large bone defects.

Objective:To compare the clinical efficacy of autologous bone grafting or bioceramic bone grafting combined with locking compression plate (LCP) internal fixation in the treatment of Schatzker type II and III tibial plateau fractures.Methods:A retrospective analysis was conducted on 104 patients with Schatzker type II and III tibial plateau fractures who underwent surgical treatment at the Department of Orthopedics, PLA Central Theater Command General Hospital from January 2010 to December 2021. The cohort comprised 55 males and 49 females, with an average age of 49.13±13.80 years (range 18-73 years). All fractures were unilateral: 55 on the left and 49 on the right. According to the Schatzker classification, 59 were Type II and 45 were Type III. Causes of injury included traffic accidents (48 cases), falls from height (3 cases), sprains or falls (45 cases), and other causes (8 cases). During surgery, bioceramic material or allograft bone tissue was implanted into the collapsed tibial plateau region to restore articular surface flatness. Based on graft type, patients were divided into the allograft bone group (63 cases) and the bioceramic group (41 cases). All cases underwent proximal lateral tibial LCP internal fixation. The two groups were compared in terms of operative time, intraoperative blood loss, bone graft volume, length of hospital stay, fracture healing time, and postoperative complications. The Rasmussen radiographic collapse score was used to evaluate fracture reduction, and the Hospital for Special Surgery (HSS) score system was used to assess knee joint function.Results:All patients were followed up for 12(12, 13) months (range 12-16 months). The fracture healing time in the allograft bone group was 13.70±1.36 weeks (range 11-16 weeks), which was significantly shorter than that in the bioceramic group: 14.59±1.73 weeks (range 11-19 weeks) ( t=2.911, P=0.004). The time to full weight-bearing in the allograft group was 15.0(14.0, 17.0) weeks (range 13-23 weeks), which was shorter than the 16.0 (15.5, 18.5) weeks (range 12-24 weeks) in the bioceramic group, showing a statistically significant difference ( Z=-3.019, P=0.002). At 12 months postoperatively, the Rasmussen radiographic collapse score was 1(0, 1) in the bioceramic group, significantly lower than the 1(1, 2) score in the allograft group ( Z=-2.083, P=0.037). No statistically significant differences were observed between the two groups in bone graft volume, surgical duration, intraoperative blood loss, hospitalization duration, or HSS scores at 6 and 12 months postoperatively ( P>0.05). The complication rate was 6.3% (4/63) in the allograft group and 2.4% (1/41) in the bioceramic group, with no statistically significant difference (χ 2=0.830, P=0.362). Conclusions:For Schatzker type II and III tibial plateau fractures, the use of allograft bone or bioceramic combined with LCP internal fixation can achieve good results. Allograft bone has advantages in terms of fracture healing speed and early weight-bearing recovery, while bioceramic is more effective in maintaining joint surface stability.

Objective To investigate the value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)enhanced MRI radiomics and signal intensity in hepatobiliary phase(HBP)in predicting the pathological differentiation degree of hep-atocellular carcinoma(HCC).Methods The clinical and imaging data of 224 patients pathologically confirmed with HCC were col-lected.All patients were randomly divided into test group(68 cases)and training group(156 cases)at a ratio of 7︰3.The ITK-SNAP software was used to delineate region of interest(ROI)on arterial phase(AP),portal venous phase(PVP)and HBP,the radiomics features of the tumor tissues were extracted and the radiomics models were established using the FAE software.Logistic regression analysis was used to determine the clinical independent predictors associated with the pathological differentiation degree of HCC and to construct clinical model and clinical-radiomics model.Receiver operating characteristic(ROC)curve was plotted for each model and the area under the curve(AUC)was calculated to compare the diagnostic efficacy of the models.Results Age,alpha-fetoprotein(AFP),and r-glutamyltransferase(r-GT)were independent risk factors for predicting the degree of pathological differentiation of HCC.The AUC of the clinical-radiomics model in the training group and test group were 0.825 and 0.779,respectively,which were higher than those of the radiomics model(0.812 and 0.771)and the clinical model(0.687 and 0.666).Conclusion Gd-EOB-DTPA enhanced MRI radiomics have certain value in predicting the degree of pathological differentiation of HCC,while the predictive value of the signal intensity on HBP and the signal intensity ratio(SIR)on HBP is limited.

Objective To examine the diagnosis and treatment of disseminated infection caused by Enterocytozoon bieneusi in a child with leukemia and improve the awareness of the pathogen in clinical and laboratory practice.Methods A case of disseminated infection caused by Enterocytozoon bieneusi in a child with leukemia in Shanghai Children's Hospital was retrospectively analyzed,including diagnosis and treatment details.Similar cases were identified from PubMed,Wanfang Data,VIP,and CNKI databases since database establishment until June 30,2024,using search terms"Enterocytozoon bieneusi".The relevant literature was reviewed.Results This child had acute lymphoblastic leukemia as the underlying disease and was admitted to hospital for antimicrobial treatment due to fever and abdominal discomfort.The case was considered bacterial infection complicated with Enterocytozoon bieneusi infection,confirmed by detection of Klebsiella pneumoniae in blood and detection of Enterocytozoon bieneusi in blood and ascites by metagenomic next-generation sequencing(mNGS).The treatment was switched to tigecycline plus trimethoprim-sulfamethoxazole at a sufficient dose,which resulted in resolution of symptoms.Six months later,the patient suffered from acute lymphoblastic leukemia and bone marrow depression,Enterocytozoon bieneusi disseminated infection,septic shock.Her family gave up treatment and the child died.Literature review indicated that most patients infected with Enterocytozoon bieneusi had underlying conditions such as organ transplantation,AIDS,and leukemia associated with poor immunity.The onset symptoms are diarrhea,abdominal discomfort,and fever.Enterocytozoon bieneusi was detected by using methods such as modified Masson's trichrome stain,fluorescent calcofluor white staining,molecular detection techniques,and immunofluorescence.The patients were treated with drugs such as albendazole,nitazoxanide,fumagillin,and trimethoprim-sulfamethoxazole.Conclusions Enterocytozoon bieneusi is an opportunistic pathogenic fungus that infects immunocompromised patients and can cause abdominal discomfort,diarrhea,fever,and even disseminated infection and death.Conventional laboratory methods cannot culture Enterocytozoon bieneusi.Molecular detection techniques can be used to identify the pathogen early.

Objective To investigate the value of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)enhanced MRI radiomics and signal intensity in hepatobiliary phase(HBP)in predicting the pathological differentiation degree of hep-atocellular carcinoma(HCC).Methods The clinical and imaging data of 224 patients pathologically confirmed with HCC were col-lected.All patients were randomly divided into test group(68 cases)and training group(156 cases)at a ratio of 7︰3.The ITK-SNAP software was used to delineate region of interest(ROI)on arterial phase(AP),portal venous phase(PVP)and HBP,the radiomics features of the tumor tissues were extracted and the radiomics models were established using the FAE software.Logistic regression analysis was used to determine the clinical independent predictors associated with the pathological differentiation degree of HCC and to construct clinical model and clinical-radiomics model.Receiver operating characteristic(ROC)curve was plotted for each model and the area under the curve(AUC)was calculated to compare the diagnostic efficacy of the models.Results Age,alpha-fetoprotein(AFP),and r-glutamyltransferase(r-GT)were independent risk factors for predicting the degree of pathological differentiation of HCC.The AUC of the clinical-radiomics model in the training group and test group were 0.825 and 0.779,respectively,which were higher than those of the radiomics model(0.812 and 0.771)and the clinical model(0.687 and 0.666).Conclusion Gd-EOB-DTPA enhanced MRI radiomics have certain value in predicting the degree of pathological differentiation of HCC,while the predictive value of the signal intensity on HBP and the signal intensity ratio(SIR)on HBP is limited.