1.A comparative study of arthroscopic reconstruction of anterior cruciate ligament by femoral tunnel positioning through the tendon incision technique and anteromedial technique
Chao FANG ; Gang YU ; Shuai LU ; Yingming WANG ; Qichun ZHAO
Chinese Journal of Orthopaedics 2024;44(3):131-138
		                        		
		                        			
		                        			Objective:To compare the short-term effect of the arthroscopic reconstruction of anterior cruciate ligament (ACL) by femoral tunnel positioning through the tendon incision (TI) technique and anteromedial (AM) technique.Methods:Between December 2015 and March 2017, 176 patients with ACL injuries underwent arthroscopic ACL reconstruction at the First Affiliated Hospital of USTC were analyzed. According to the method of localization of femoral tunnel, they were divided into two groups: TI group (localization of femoral tunnel by TI for reconstruction of ACL) and AM group (localization of femoral tunnel by AM for reconstruction of ACL). There were 87 patients in the TI group (63 males and 24 females) with an age of 32.8±9.4 years (range, 19-51 years) and a body mass index (BMI) of 24.8±6.3 kg/m 2 (range, 18.1-31.7 kg/m 2), including 9 obese patients (BMI>28 kg/m 2). There were 89 patients in the AM group (59 males and 30 females) with an age of 36.7±13.0 years (range, 17-56 years) and a BMI of 25.7±5.8 kg/m 2 (range, 18.9-31.6 kg/m 2), including 11 obese patients. To evaluate whether the drill was in contact with the articular surface of the medial condyle of the femur, whether the anterior angle of the medial meniscus was damaged, the sagittal and coronal angles of the femoral tunnel and the total length of the femoral tunnel. The anterior drawer test, Lachmann test, pivot shift test, knee flexion angle (KFA), Lysholm score, International Knee Documentation Committee (IKDC) score and the incidence of postoperative complications were compared between the two groups. At the same time, the time of taking out tendon, operation time, hospital stay and recovery time were compared between two groups of obese people. Results:In the TI group, the guide pin could reach all areas of the medial wall of the lateral femoral condyle from the inferior cartilage edge to the top of the intercondylar fossa, the drill bit had no contact with the medial femoral condyle (MFC), and the anterior angle of the medial meniscus was not damaged. In AM Group, 3 cases of MFC and 1 case of anterior horn of medial meniscus were injured in order to get the best position of femoral tunnel. The angle of femoral tunnel in sagittal plane (50.2°±3.2°) and coronal plane (46.1°±5.8°) in experimental group was notably larger than that in control group (45.6°±5.4°, 38.3°±4.7°), the difference was statistically significant ( P<0.05). However, there was no significant difference in the length of femoral tunnel between the two groups (38.2±3.2 mm and 37.7±2.5 mm, P>0.05). All patients were followed up for an average of 8.3±2.1 (range, 3-12) months. The positive rates of anterior drawer test, Lachmann test and pivot shift test were not significantly different between the two groups at 3, 6, 9 and 12 months after operation ( P>0.05). The KFA, Lysholm and IKDC scores in both groups were significantly increased after operation ( P<0.05), but there was no significant difference of above indexes between the two groups ( P>0.05). The overall complication rate in AM group (14.6%, 13/89) was significantly higher than that in TI group (6.9%, 6/87), the difference was statistically significant ( P<0.05). Additionally, the tendon harvesting (15.0±0.2 min vs. 26.0±0.2 min, P<0.05) and operation time (2.0±0.3 h vs. 3.0±0.4 h, P<0.05) were significantly shortened among obese patients in experimental group compared with those in control group. Conclusion:The TI technique demonstrates comparable effectiveness to the AM technique in ACL reconstruction through femoral tunnel positioning, with the added advantage of safer femoral tunnel localization. This approach minimizes the risk of iatrogenic injuries to the articular cartilage of the medial condyle of the femur and the anterior horn of the medial meniscus. Furthermore, the TI technique reduces tendon removal time, particularly beneficial for obese patients.
		                        		
		                        		
		                        		
		                        	
2.Psychological dependence liability of gaboxadol in two-bottle free-choice model in mice
MUHEYATI ALAI ; Yu ZHAO ; Gang YU ; Ruibin SU
Chinese Journal of Pharmacology and Toxicology 2024;38(2):97-104
		                        		
		                        			
		                        			OBJECTIVE To evaluate the psychological dependence of the extrasynaptic GABAA receptor(GABAAR)agonist gaboxadol and compare it with the synaptic GABAAR modulator midazolam in the two-bottle free-choice model of mice.METHODS ① Male C57BL/6J mice were ig administered with vehicle,midazolam(59.0,73.7,92.2,115.2,144.0 and 180.0 mg·kg-1)or gaboxadol(8.4,10.5,13.1,16.4,20.5,25.6 and 32.0 mg·kg-1),and the loss of righting reflex was observed.The median effective dose(ED50)was obtained from the dose-response curve.② A two-bottle free-choice model was used to find out whether gaboxadol and midazolam induced preference behavior in mice.The mice were divided into normal control,gaboxadol or midazolam groups.During the habituation stage(the first day to the third day,D1-D3),both test and vehicle bottles contained water.During the trail stage(D4-D5),4%sucrose solution was provided in both bottles.During the test stage(D6-D15),test bottles contained vehicle,gaboxadol(3.9×10-6 mol·L-1)or midazolam(1.4×10-5 mol·L-1)in sucrose solu-tions,while other bottles contained the corresponding vehicle in sucrose solutions.Bottles were placed on the two sides of the home cage,to which mice had free access,and their consumption from each bottle was recorded daily.Total consumption,accumulated daily consumption,relative consumption,and accumulated relative consumption during the test stage were calculated.The weight of the mice was also recorded.RESULTS ① Midazolam and gaboxadol dose-dependently increased the rate of loss of right reflex in mice,with ED50 of 105.3 mg·kg-1(95%CI:96.4-115.2 mg·kg-1,R2=0.9796),13.7 mg·kg-1(95%CI:12.6-15.0 mg·kg-1,R2=0.9773),respectively.② Compared with the normal control group,there was no significant difference in the total consumption in the gaboxadol and midazolam groups.Compared to the vehicle bottles,the daily consumption from test bottles in the midazolam group increased significantly on D11-D15 of the test stage(P<0.05),while daily consumption from gaboxadol test bottles was significantly higher than that of vehicle bottles(P<0.01).Compared with the normal control group,the daily relative consumption in the gaboxadol group was significantly increased on D9(P<0.05),and the accumulative relative consumption was significantly higher than in the normal control group(P<0.01).There was no significant change in body weight across the groups over the test stage.CONCLU-SION Like midazolam,gaboxadol exhibits psychological dependence potential in a two-bottle free-choice model.
		                        		
		                        		
		                        		
		                        	
3.Effects of Shujin Jiannao Prescription on cell apoptosis in rats with hypoxic-ischemic brain injury
Yu JIANG ; Lin XU ; Yalin ZHAO ; Gang LIU ; Yaqi ZHANG ; Huizhong BAI ; Jingpei REN ; Jie ZENG ; Xiaohong MU
Chinese Journal of Tissue Engineering Research 2024;28(28):4477-4483
		                        		
		                        			
		                        			BACKGROUND:Perinatal hypoxic-ischemic brain injury is one of the most common causes of cerebral palsy.Shujin Jiannao Prescription is an experienced formula for treating cerebral palsy and improving blood supply to the brain developed by the Dongzhimen Hospital,Beijing University of Chinese Medicine. OBJECTIVE:To explore the possible mechanism of Shujin Jiannao Prescription in treating hypoxic-ischemic cerebral palsy. METHODS:Sixty-four 7-day-old Sprague-Dawley rats were randomly divided into six groups.There were 12 rats in each of the control and model groups as well as 10 animals in each of the minocycline group,and the low-,medium-,and high-dose groups of Shujin Jiannao Prescription.The neonatal rat ischemic-hypoxic cerebral palsy model was established in all groups except for the control group.After successful modeling,rats in each drug group were respectively gavaged with minocycline and Shujin Jiannao Prescription at a dose of 4,8,and 16 g/kg per day for 1 week.Body mass of rats was measured and behavioral changes were detected before and after drug administration.Hematoxylin-eosin staining was used to observe the histomorphology of hippocampal CA1 region of rat brain tissue,and immunohistochemistry and western blot were used to detect the expression levels of Bcl-2,Bax,and Caspase-3 in the brain tissue of rats. RESULTS AND CONCLUSION:Compared with the model group,medium-and high-dose Shujin Jiannao Prescription significantly increased the body mass of rats(P<0.05).Compared with the model group,minocycline effectively prolonged the suspension time of ischemic-hypoxic cerebral palsy rats(P<0.05),while medium-and high-dose Shujin Jiannao Prescription significantly prolonged the suspension time,shortened the inclined plane test time,and increased the Longa score of rats(P<0.05).The pathological results showed that after drug intervention,only a small number of neuronal cells in the brain tissue of rats were necrotic,the cells were more neatly arranged,the cell structure was more complete,and only part of the cell nuclei became smaller.Compared with the model group,minocycline and medium-and high-dose Shujin Jiannao Prescription reduced the expression of Bax Caspase-3(P<0.05),medium-and high-dose Shujin Jiannao Prescription increased the expression of Bcl-2(P<0.05),and Bcl-2/Bax protein expression was increased in minocycline and three Shujin Jiannao Prescription groups(P<0.05).In addition,the protein expression was increased in a dose-dependent manner after intervention with Shujin Jiannao Prescription,and there was no significant difference between the minocycline and three Shujin Jiannao Prescription groups(P>0.05).To conclude,the mechanism by which Shujin Jiannao Prescription treats ischemic-hypoxic cerebral palsy in rats may be to enhance the expression of anti-apoptotic protein Bcl-2,inhibit the expression of pro-apoptotic protein Bax,and reduce the expression of Caspase-3,ultimately inhibiting the apoptosis of hippocampal neuronal cells in rats with cerebral palsy.Within a certain range,the higher dose of Shujin Jiannao Prescription indicates the better therapeutic effect,and the high-dose Shujin Jiannao Prescription is as effective as minocycline.
		                        		
		                        		
		                        		
		                        	
4.A Meta-analysis in efficacy and safety of selective posterior rhizotomy for patients with cerebral palsy at different grades of the Gross Motor Function Classification System
Yu JIANG ; Gang LIU ; Luyao HUO ; Huizhong BAI ; Jingpei REN ; Yi ZHAO ; Chuanyu HU ; Lin XU ; Xiaohong MU
Journal of Clinical Medicine in Practice 2024;28(19):60-67
		                        		
		                        			
		                        			Objective To investigate the differences in efficacy and safety in the treatment of patients with cerebral palsy at different grades of the Gross Motor Function Classification System (GMFCS) by selective posterior rhizotomy (SPR). Methods Relevant literatures on SPR treatment for cerebral palsy were retrieved from Pubmed, Embase, Web of Science, China Biology Medicine disc, China National Knowledge Infrastructure (CNKI), Wanfang Database, and VIP Database. Clinical trials on SPR treatment for cerebral palsy were included for Meta-analysis. At least two researchers independently screened the literatures, extracted data, and assessed the quality of the literatures. Data analysis was performed by Review Manager 5.4 software. Results A total of 2, 726 literatures were retrieved, and 8 literatures were finally included after screening. The results of the Meta-analysis showed that the gross motor function and self-care ability of patients with cerebral palsy at all GMFCS grades improved significantly after surgery, and muscle tone decreased significantly after surgery (
		                        		
		                        	
5.Clinical characterization and prediction modeling of lung cancer patients with high energy metabolism
Jiang-Shan REN ; Jun-Mei JIA ; Ping SUN ; Mei PING ; Qiong-Qiong ZHANG ; Yan-Yan LIU ; He-Ping ZHAO ; Yan CHEN ; Dong-Wen RONG ; Kang WANG ; Hai-Le QIU ; Chen-An LIU ; Yu-Yu FAN ; De-Gang YU
Medical Journal of Chinese People's Liberation Army 2024;49(9):1004-1010
		                        		
		                        			
		                        			Objective To analyze the clinical characteristics of high energy metabolism in lung cancer patients and its correlation with body composition,nutritional status,and quality of life,and to develop a corresponding risk prediction model.Methods Retrospectively analyzed 132 primary lung cancer patients admitted to the First Hospital of Shanxi Medical University from January 2022 to May 2023,and categorized into high(n=94)and low energy metabolism group(n=38)based on their metabolic status.Differences in clinical data,body composition,Patient Generated Subjective Global Assessment(PG-SGA)scores,and European Organization for Research and treatment of Cancer(EORTC)Quality of Life Questionnaire-Core 30(QLQ-C30)scores were compared between the two groups.Logistic regression was used to identify the risk factors for high energy metabolism in lung cancer patients,and a risk prediction model was established accordingly;the Hosmer-Lemeshow test was used to assess the model fit,and the ROC curve was used to test the predictive efficacy of the model.Results Of the 132 patients with primary lung cancer,94(71.2%)exhibited high energy metabolism.Compared with low energy metabolism group,patients in high-energy metabolism group had a smoking index of 400 or higher,advanced disease staging of stage Ⅲ or Ⅳ,and higher levels of IL-6 level,low adiposity index,low skeletal muscle index,and malnutrition(P<0.05),and lower levels of total protein,albumin,hemoglobin level,and prognostic nutritional index(PNI)(P<0.05).There was no significant difference in age,gender,height,weight,BMI and disease type between the two groups(P>0.05).Logistic regression analysis showed that smoking index≥400,advanced disease stage,IL-6≥3.775 ng/L,and PNI<46.43 were independent risk factors for high energy metabolism in lung cancer patients.The AUC of the ROC curve for the established prediction model of high energy metabolism in lung cancer patients was 0.834(95%CI 0.763-0.904).Conclusion The high energy metabolic risk prediction model of lung cancer patients established in this study has good fit and prediction efficiency.
		                        		
		                        		
		                        		
		                        	
6.Design,synthesis and activity evaluation of novel 5-HT2A receptor antagonists
Luobing HAN ; Shiyang SUN ; Yu ZHAO ; Gang YU ; Ruibin SU ; Zhibing ZHENG ; Song LI
Military Medical Sciences 2024;48(10):767-777
		                        		
		                        			
		                        			Objective To discover 5-HT2A receptor antagonist molecules with novel structures and explore their structure-activity relationship through structure-and mechanism-based drug design,synthesis and activity evaluation.Methods The way in which pimovanserin interacted with 5-HT2A receptor was analyzed via molecular docking,molecular dynamics simulation and binding free energy calculations.Based on the results of this study,the 5-HT2A receptor antagonist target compounds with novel structures were designed using pimovanserin as the lead molecule.According to the structures of target compounds,corresponding synthetic routes were designed.The heterocyclic methylamine intermediates were obtained by reductive amination or reduction reaction from heterocyclic formaldehyde or heterocyclic methanonitrile before being reacted with 4-(4-fluorobenzylamino)-1-methylpiperidine to obtain the target compounds using CDI urea synthesis method.The inhibitory activity of the target compounds against 5-HT2A receptor was tested at the cellular level,and the anti-hallucinogenic effects of the target compounds were tested in the mouse head twitch response model.Results Twelvenovel compounds were synthesized and their structures were confirmed by HR-MS,1H-NMR and 13C-NMR.The results of the activity assay showed that compounds 6a,6c and 6d exhibited better 5-HT2Areceptor inhibitoryactivity with IC50 values of 120,152 and 285 nmol/L,respectively while compounds 6c and 6d exhibited better anti-hallucinogenic activity in mice with inhibition rates of 97.0%and 82.9%(10 mg/kg),respectively.Conclusion The novel compound 6c and 6d have shown strong 5-HT2A receptor inhibitoryactivity and anti-hallucinogenic activity and deserve more research.Structure-activity relationship analyses of target compounds indicate that the repulsion of the heterocyclic ring with basic N atoms and the accommodation of the heterocyclic ring without basic N atoms by the side extended pocket of the 5-HT2A receptor could significantly affect the ex vivo and in vivo effects of antagonists.
		                        		
		                        		
		                        		
		                        	
7.Effect of recombinant glycoprotein hormone beta5/alpha2 on promoting lipolysis via regulation of cAMP/PKA/CREB pathway in 3T3-L1 adipocytes and its mechanism
Ai-Jun QIAN ; Geng-Miao XIAO ; Zhuang LI ; Xue TIAN ; Xiao-Hong LIU ; Yu-Ping SONG ; Zheng-Gang ZHAO ; Zi-Jian ZHAO ; Fang-Hong LI
Chinese Pharmacological Bulletin 2024;40(7):1272-1278
		                        		
		                        			
		                        			Aim To investigate the effect of recombi-nant glycoprotein hormone β5/α2(rCGH)on lipolysis in 3T3-L1 adipocytes,and explore the underlying mechanism.Methods 3T3-L1 preadipocytes were cultured and induced to differentiate into mature adipo-cytes,then treated with different concentrations of rCGH for 24 h in vitro.Cell viability of 3T3-L1 adipo-cytes was evaluated by CCK-8 assay,the levels of in-tracellular triglyceride(TG)and glycerol in the culture supernatant were measured by enzymatic method,and the changes of lipid droplets were observed by oil red O staining.The expression levels of HSL and ATGL lipo-lytic proteins in adipocytes were detected by Western blot.To carry out the intervention experiment with dif-ferent concentrations of rCGH with or without the PKA inhibitor,H89,on the mature 3T3-L1 adipocytes,the cultured cells were divided into the control group,H89 pre treatment group,1 μmol·L-1 rCGH group,and(1 μmol·L-1 rCGH+H89)combined intervention group.The contents of intracellular TG and free glycer-ol were measured by enzymatic method,and the ex-pression of CREB and lipolysis-related proteins was de-tected using Western blot.Results Different concen-trations of rCGH(0.25,0.5,1,and 2 μmol·L-1)had no significant effect on the cell viability of adipo-cytes(P>0.05).Compared with the control group,the treatment with rCGH significantly decreased the size of lipid droplets and intracellular TG content,while significantly elevated glycerol concentration in cell supernatant.rCGH treatment also stimulated the protein expression of p-HSL,ATGL,and p-PKA.In addition,the addition of a PKA inhibitor,H89,atten-uated the effects of rCGH on free glycerol level,intra-cellular TG content,and the expression of p-HSL,p-PLIN1,and p-CREB.Conclusions rCGH enhances the lipolysis of 3T3-L1 adipocytes by up-regulating the activities of HSL,ATGL and PKA,promoting glycerol release,inhibiting TG synthesis and lipid accumula-tion,and its mechanism of action is related to the acti-vation of cAMP/PKA/CREB signaling pathway.
		                        		
		                        		
		                        		
		                        	
8.Exploration of the Mechanism of Toddalia asiatica in the Treatment of Ischemic Stroke:Based on Network Pharmacology and Experimental Validation
Jian-Hong GAO ; Dan YANG ; Gang WANG ; Tian-Ying SONG ; Fang-Yu ZHAO ; Xian-Bing CHEN
Chinese Pharmacological Bulletin 2024;40(7):1375-1383
		                        		
		                        			
		                        			Aim This study aims to investigate the therapeutic effect and underlying mechanism of Todda-lia asiatica in the treatment of ischemic stroke(IS),utilizing network pharmacology,molecular docking technology,and animal experiments.Methods To screen the chemical components of Toddalia asiatica and its targets related to IS,a database was utilized.A protein-protein interaction(PPI)network was con-structed,followed by KEGG pathway enrichment anal-ysis.Molecular docking was performed to investigate the interaction between the components and target pro-teins.Finally,the effects of the drug on the PI3K/AKT/mTOR pathway and autophagy were validated through animal experiments.We established a middle cerebral artery occlusion(MCAO)rat model and di-vided the rats into the model group,Donepezil hydro-chloride group,Toddalia asiatica group,and sham op-eration group randomly.Observed the pathological changes in neurons of the rat hippocampal and cortical regions induced by the drug,performed immunohisto-chemical analysis to detect and localize mTOR expres-sion,and used Western blot to assess the expression levels of PI3K,p-PI3K,AKT,p-AKT,mTOR,as well as autophagy markers(LC3-Ⅱ and p62).Re-sults A total of 22 active ingredients from Toddalia asiatica,including AKT1 and MAPK3,were identified through screening.Additionally,194 signaling path-ways,such as PI3K/AKT and MAPK,were analyzed.The active compounds in Toddalia asiatica demonstra-ted stable binding affinity with targets associated with ischemic stroke.The results of the animal experiment indicated that,compared to the sham-operated group,the neuronal distribution in the hippocampal and corti-cal regions of the model group rats became sparser and more disorganized.There was a decrease in the number of Nissl bodies and cytoplasmic vacuolization.The ex-pression of mTOR-positive cells in the hippocampal and cortical regions was reduced.Additionally,the ex-pression levels of p-PI3K,p-AKT,mTOR,and p62 in the rat hippocampal tissue decreased(P<0.05,P<0.01),while the expression of LC3-Ⅱ increased(P<0.01).Compared with the model group,the rats in the Toddalia asiatica and the Donepezil hydrochloride groups effectively improved the aforementioned indica-tors in rats.Conclusions Network pharmacology a-nalysis has revealed the promising potential of Toddalia asiatica in treating ischemic stroke,attributed to its di-verse components,targets,and pathways.The animal experiment showed that Toddalia asiatica can protect the neuronal structure in the hippocampal and cortical regions,which may be related to the inhibition of ex-cessive autophagy mediated by the PI3 K/AKT/mTOR pathway.
		                        		
		                        		
		                        		
		                        	
9.Progress of 5-HT2A receptor antagonists in treatment of hallucinatory symptoms induced by neuropsychiatric disorders
Yu ZHAO ; Aibing CHEN ; Gang YU ; Ruibin SU
Chinese Journal of Pharmacology and Toxicology 2024;38(5):384-391
		                        		
		                        			
		                        			Neuropsychiatric disorders such as Parkinson disease,Alzheimer disease,and schizo-phrenia may induce hallucinations,delusions,and other psychiatric symptoms during the course of disease development.These symptoms are highly prevalent and difficult to cure,and have a impact on the lives of patients.Classical antipsychotic drugs such as chlorpromazine,sulpiride and perphenazine can con-trol related symptoms,but they can also cause uncontrollable extrapyramidal system reactions and side effects such as hyperprolactinemia.In recent years,it has been found that non-classical antipsy-chotics such as olanzapine,clozapine,risperidone and pimovanserin can treat hallucinatory symptoms in neuropsychiatric disorders by antagonising the 5-hydroxytryptamine 2A(5-HT2A)receptor,or by antago-nising both the 5-HT2A receptor(strong)and the dopamine 2(D2)receptor(weak).In preclinical studies,non-classical antipsychotic drugs have shown great therapeutic effects against hallucination induced by multiple factors.Clinical studies have confirmed that these drugs improve psychotic symptoms(mainly hallucinations and delusions)significantly.In patients who are insensitive or tolerant to clozapine and risperidone,pimavanserin still shows therapeutic effects.At the same time,the incidence and severity of adverse reactions to non-classical antipsychotic drugs are reduced,and they are well tolerated.This article reviews the research progress in the role of 5-HT2A receptor antagonists in attenuating hallucino-genic symptoms so as to provide reference for the design and development of new therapeutic drugs.
		                        		
		                        		
		                        		
		                        	
10.Differential Diagnosis Between Subcutaneous Hemangioma and Kaposiform Hemangioendothelioma via Different Ultrasonography-Based Radiomics Models
Yaning NIU ; Yihang YU ; Yubin GONG ; Jian DONG ; Jing ZHAO ; Gang WU
Chinese Journal of Medical Imaging 2024;32(7):721-725
		                        		
		                        			
		                        			Purpose To identify hemangioma(HE)and Kaposiform hemangioendothelioma(KHE)by constructing two ultrasonography-based radiomics models to evaluate the application value of two models in distinguishing HE from KHE,and to compare the diagnostic efficiency of two models.Materials and Methods A total of 90 lesions of subcutaneous HE or KHE confirmed clinically or pathologically from Henan Provincial People's Hospital from August 2020 to May 2022,were retrospectively analyzed.Imaging features were extracted by using Pyradiomics and screened out by the least absolute shrinkage and selection operator algorithm.Support vector machine and random forest were used to construct the radiomics models.Then the diagnostic efficacy of different models was compared.Results Based on the selected 10 radiomics features,the area under the curve,accuracy,sensitivity,specificity,positive and negative prediction the training group and validation group of the support vector machine model were 0.902(95%CI 0.887-0.917),92.1%,85.0%,92.3%,90.9%,93.5%and 0.827(95%CI 0.787-0.856),85.2%,70.0%,94.1%,90.9%,85.0%,respectively;and those in the training group and validation group of the random forest model were 0.960(95%CI 0.938-0.983),98.4%,96.4%,97.8%,98.1%,97.2%and 0.742(95%CI 0.699-0.785),77.8%,57.1%,82.3%,79.6%,62.5%,respectively.The area under the curve between two models in the training group and validation group was statistically significant(Z=-3.306,-2.009;P<0.05).Conclusion Ultrasonography-based radiomics can distinguish HE from KHE,support vector machine model shows more stable diagnostic performance in small sample data.
		                        		
		                        		
		                        		
		                        	
            

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