1.Biocompatibility of poly(vinylidene fluoride)piezoelectric bionic periosteum prepared by electrospinning
Shuai ZHAO ; Dongyao LI ; Suiyan WEI ; Yijing CAO ; Yan XU ; Guoqiang XU
Chinese Journal of Tissue Engineering Research 2025;29(4):730-737
BACKGROUND:Our previous studies have found that poly(vinylidene fluoride)bionic periosteum prepared by electrospinning has good cytocompatibility,but its biocompatibility is unknown. OBJECTIVE:To evaluate the biocompatibility of poly(vinylidene fluoride)bionic periosteum doped with Zn2+and Mg2+. METHODS:Poly(vinylidene fluoride),poly(vinylidene fluoride)bionic periosteum doped with 1%Zn2+,doped with 1%Mg2+,and doped with 1%(Zn2++Mg2+)were prepared by electrospinning to make bionic periosteum extract.SD rats were selected as the experimental subjects for hemolysis test,short-term systemic toxicity test,and heat source test.Guinea pigs were selected as the experimental subjects for skin sensitization test.The biocompatibility of bionic periosteum of four groups was tested. RESULTS AND CONCLUSION:(1)The hemolysis test results showed that the hemolysis rates of 1%Zn2+poly(vinylidene fluoride),1%Mg2+poly(vinylidene fluoride),1%Zn2++1%Mg2+poly(vinylidene fluoride)bionic periosteum and poly(vinylidene fluoride)extract were(0.130±0.013)%,(0.149±0.020)%,(0.466±0.018)%,and(0.037±0.018)%,respectively,which met the hemocompatibility standard of biomaterials.(2)The results of short-term systemic toxicity test showed that the four groups of bionic periosteal extract had no toxic signs such as body mass reduction,food intake changes,and dyspnea in SD rats,and had no toxic effects on major organs of rats.(3)Heat source test results showed that after intervention with poly(vinylidene fluoride)bionic periosteum doped with 1%Zn2+,doped with 1%Mg2+,and doped with 1%(Zn2++Mg2+),and poly(vinylidene fluoride)bionic periosteum extract,the elevated body temperature values of SD rats were(0.133±0.058),(0.100±0.010),(0.300±0.010),and(0.300±0.017)℃respectively.All were less than 0.6 ℃and the total temperature increase was less than 1.4 ℃.(4)The results of skin sensitization test showed that no erythema or edema was observed under the skin of guinea pigs after the intervention of bionic periosteum extract of four groups.(5)The results showed that poly(vinylidene fluoride)and poly(vinylidene fluoride)bionic periosteum doped with Zn2+and Mg2+had good biocompatibility.
2.Analysis of syncopal DRVR in blood donors: multicenter hemovigilance data (2020—2023)
Junhong YANG ; Qing XU ; Wenqin ZHU ; Fei TANG ; Ruru HE ; Zhenping LU ; Zhujiang YE ; Fade ZHONG ; Gang WU ; Guoqiang FENG ; Xiaojie GUO ; Jia ZENG ; Xia HUANG
Chinese Journal of Blood Transfusion 2025;38(8):1071-1076
Objective: Data on syncopal donation-related vasovagal reaction (DRVR) collected from 74 blood centers between 2020 and 2023 was statistically analyzed to provide a reference for developing preventive strategies against syncopal DRVR. Methods: Data on blood donation adverse reactions and basic information of donors from 2020 to 2023 were collected through the information management system at monitoring sentinel sites. Statistical analysis was performed on the following aspects of syncopal DRVR: characteristics of donors who experienced syncope, reported incidence, triggers, duration, presence and occurrence time of syncope-related trauma, clinical management including outpatient and inpatient treatment, and severity grading. Results: From 2020 to 2023, 45 966 donation-related adverse reactions were recorded. Of these, 1 665 (3.72%) cases were syncopal DRVR. The incidence of syncopal DRVR decreased with age, being the highest in the 18-22 age group. Incidence was significantly higher in female donors than male donors, in first-time donors than repeat donors, and in university and individual donors than group donors (all P<0.05). There was no statistically significant difference among different blood donation locations (P>0.05). The top three triggers were tension, fatigue, and needle phobia or fear of blood. Among syncopal DRVR cases, 60.36% occurred during blood collection, 87.63% lasted for less than 60 seconds, and 5.05% were accompanied by trauma. Notably, 57.14% of these traumas occurred after donor had left the blood collection site. Syncope severity was graded based on required treatment: grade 1 (fully recovered without treatment, 95.50%); grade 2 (recovered after outpatient treatment, 4.02%); and grade 3 (recovered after inpatient treatment, 0.48%). Conclusion: By analyzing the data of syncopal DRVR cases, it is possible to provide a reference for formulating blood donor safety policies.
3.Non-target metabolomic analysis of buccal pouch squamous cell carcinoma in Chinese hamsters
Ruihu ZHANG ; Yuan WANG ; Guoqiang XU ; Jiping GAO ; Guohua SONG ; Zhaoyang CHEN ; Rui-Jing XUAN
Journal of Practical Stomatology 2024;40(5):608-613
Objective:To explore the metabolic basis and related molecular mechanism of oral squamous cell carcinoma(OSCC)path-ogenesis.Methods:20 Chinese hamsters were divided into 2 groups(n=10).OSCC models were induced by dimethylbenzanthracene(DMBA)in 10 of the animals and the other 10 were used as the controls.LC-MS chromatography-mass spectrometry was used to iden-tify the metabolites in the buccal pouch,and multidimensional statistical analysis of the metabolites was performed with the orthogonal partial least squares discriminant analysis model.Variable Importance for the Projection(VIP)>1 and P<0.05 were used as the criteria to screen the differential metabolites between the 2 groups.KEGG pathway annotation and enrichment analysis for the metabolites were performed to screen the significantly differential pathways.Results:The hamster cheek pouches painted with 0.5%DMBA for 18 weeks were diffused with leukoplakia and loaded obvious papillary protrusions,which were diagnosed as OSCC by pathological examination.Lipids and lipid-like molecules were the main differential metabolites.Reprogramming of unsaturated fatty acid biosynthesis,cholesterol accumulation,enhanced catabolism of tryptophan,up-regulation of aspartate,increased synthesis of pyrimidine and purine,etc.were important metabolic features in the occurrence and development of OSCC.Conclusion:Molecular intervention targeting the related met-abolic pathways is expected to inhibit OSCC pathogenesis and progression.
4.Impacts of participation in surgical clinical trial on safety and survival outcomes in patients with right-sided colon cancer
Huaqing ZHANG ; Guoqiang WANG ; Bin WU ; Guole LIN ; Huizhong QIU ; Beizhan NIU ; Junyang LU ; Lai XU ; Xiyu SUN ; Guannan ZHANG ; Yi XIAO
Chinese Journal of Gastrointestinal Surgery 2024;27(9):928-937
Objective:To explore the impact on safety and prognosis in patients with right-sided colon cancer participating in surgical clinical research.Methods:This retrospective cohort study utilized data from a randomized controlled trial (RELARC study) conducted by the colorectal surgery group at Peking Union Medical College Hospital in which laparoscopic complete mesocolic excision (CME) was compared with D2 radical resection for the management of right-sided colon cancer. The eligibility criteria were age 18–75 years, biopsy-proven colon adenocarcinoma, tumor located between the cecum and right 1/3 of the transverse colon, enhanced chest, abdomen, and pelvic CT scans suggesting tumor stage T2–T4N0M0 or TanyN+ M0, and having undergone radical surgical treatment from January 2016 to December 2019. Exclusion factors included multiple primary colorectal cancers, preoperative stage T1N0 or enlarged central lymph nodes, tumor involving surrounding organs requiring their resection, definite distant metastasis or otherwise unable to undergo R0 resection, history of any other malignant tumors within previous 5 years, intestinal obstruction, perforation, or gastrointestinal bleeding requiring emergency surgery, and assessed as unsuitable for laparoscopic surgery. Patients who had participated in the RELARC study were included in the RELARC group, whereas those who met the inclusion criteria but refused to participate in the RELAEC study were included in the control group. The main indicators studied were the patient's baseline data, surgery and perioperative conditions, pathological characteristics, adjuvant treatment, and postoperative follow-up (including average frequency of follow-up within the first 3 years) and survival (including 3-year disease-free survival rate (DFS) and 3-year overall survival rate (OS). Differences in these indicators between the RELARC and control groups were compared.Results:The study cohort comprised 290 patients, 173 in the RELARC group (RELARC-CME group, 82; RELARC-D2 group, 91) and 117 in the control group (CME control group, 72; D2 control group, 45). There was a significantly higher proportion of overweight patients (BMI ≥24 kg/m 2) in the RELARC-CME than in the CME control group (67.1% [55/82] vs. 33.3% [24/72], χ 2=17.469, P<0.001). There were no other statistically significant differences in baseline characteristics (all P>0.05). No significant disparities were found between the CME and D2 groups in terms of operation duration, intraoperative blood loss, rate of conversion to open surgery, combined organ resection, intraoperative blood transfusion, or intraoperative complications (all P>0.05). There was a trend toward Clavien–Dindo grade II or higher postoperative complications in the RELARC-CME group (24.4% [20/82]) than in the CME control group (18.1% [13/72]); however, this difference was not statistically significant (χ 2=0.914, P=0.339). Similarly, the difference in this rate did not differ significantly between the RELARC-D2 group (25.3% [23/91]) and D2 control group (24.4% [11/45], χ 2=0.011, P=0.916). The median duration of postoperative follow-up was significantly shorter in the RELARC groups than in the corresponding control groups. Specifically, the median duration of follow-up was 4.5 (4.5, 4.5) months in the RELARC-CME and 7.2 (6.0, 9.0) months in the CME control group ( Z=-10.608, P<0.001). Similarly, the median duration of follow-up was 4.5 (4.5, 4.5) months in the RELARC-D2 group as opposed to 8.3 (6.6, 9.0) months in the D2 control group ( Z=-10.595, P<0.001). The 3-year DFS rate (91.5%) and OS rate (96.3%) tended to be higher in the RELARC-CME group than in the CME control group (84.7% and 90.3%, respectively). The 3-year DFS rate (87.9%) and OS rate (96.7%) tended to be higher in the RELARC-D2 group than in the D2 control group (81.8% and 88.6%, respectively); however, these differences were not statistically significant (all P>0.05). Subgroup analysis according to pathological stage revealed that patients in the RELARC-D2 group with pN0 stage achieved a significantly superior 3-year OS rate than did those in the D2 control group (100% vs. 88.9%, P=0.008). We identified no statistically significant differences in survival rates between the remaining subgroups (all P>0.05). Conclusions:A high-quality surgical clinical trial with close follow-up can achieve perioperative safety and a trend toward improved survival outcomes.
5.Research progress of local sustained-release system in local treatment of peri-implantitis
Yijing CAO ; Wenjie ZHANG ; Guoqiang XU
Chongqing Medicine 2024;53(16):2543-2548
Peri-implantitis,as a common complication after implant restoration,seriously affects the prognosis of the patients and causes a lot of inconvenience to the normal life of the patients,and its pathogene-sis is not entirely clear.In recent years,laser therapy,photodynamic therapy,local sustained-release drug-load-ed materials and many other emerging technologies have been gradually applied in clinical practice,and have played a positive promoting role in the treatment of peri-implantitis.However,the research on the application of local sustained-release materials in peri-implantitis is still in the initial stage,and there is a lack of systemat-ic induction and summary of relevant research literatures.This article reviews the research status quo,treat-ment status quo and application of emerging local sustained-release drug-loaded materials for peri-implantitis by consulting domestic and foreign literatures,so as to provide reference for clinical research and application.
6.A comparative study on the efficiency of three human-computer interaction modes for flight interaction tasks
Duanqin XIONG ; Naiming YAO ; Rong LIN ; Hanxiao GE ; Jian DU ; Yiwen HU ; Lin DING ; Xu WU ; Guoqiang SUN
Space Medicine & Medical Engineering 2024;35(3):156-161
Objective To compare the interaction efficiency of three human-machine interaction modes with hand-touch control,eye movement control and voice control,based on a multi-channel human-machine interaction system in flight mission scenarios.Methods 20 pilots took part in the study and completed the first level(relatively simple)and second level(relatively complex)interactive experimental tasks in three human-computer interaction modes based on specific flight mission scenarios.The interaction efficiency indicators included the system's interaction time,response time,fusion calculation time,and number of errors.After the experiment was completed,the pilots conducted a subjective evaluation,which included the suitability of the interaction mode to the task,consistency with expected usage,fault-tolerance,effective feedback,and the tendency of the interaction mode to be applied in future flight fields.Results There were generally significant differences in interaction efficiency between hand-touch control,voice control,and eye movement control in flight mission scenarios,but the differences differed in first-level and second-level interaction tasks.Based on the comprehensive interaction experimental tasks at all levels,the experimental results obtained included:(1)the interaction time of hand-touch control was the shortest,the interaction time of voice control was the longest,and the main effect of the interaction mode was significant(F=18.214,P<0.001,η2=0.565);(2)The response time of hand-touch control was the shortest,while the response time of eye movement control was the longest.The main effect of interaction mode was significant(F=153.085,P<0.001,η2=0.944);(3)The fusion calculation time for hand-touch control was the shortest,while the fusion calculation time for voice control was the longest.The main effect of the interaction mode was significant(F=41.702,P<0.001,η2=0.777);(4)The errors in voice control were the least,while those in eye movement control were the most.The main effect of interaction mode was significant(χ2=22.845,P<0.001,φ=1.097);(5)The subjective evaluation scores of pilots on voice control were higher than those on eye movement control,and all had statistical significance(P<0.001,P<0.01).Conclusions This study focuses on flight interaction tasks and compares the interaction efficiency of three interaction modes of hand-touch control,voice control,and eye movement control,through a combination of experiments and subjective evaluations.The differences in various interaction efficiency indicators among different interaction modes are found,and the interaction modes have a significant impact on interaction efficiency.Hand-touch control has a significant advantage in interaction time efficiency,voice control has an advantage in accuracy for simple tasks,while eye movement control has relatively weak time efficiency and accuracy;Compared to eye movement control,pilots exhibit higher evaluations and tendencies towards voice control.The research results can provide reference for the future design,evaluation,and application of multi-modal interaction systems.
7.Evaluation of antibacterial properties of uniaxial and coaxial minocycline hydrochloride-loaded bone scaffolds
Yijing CAO ; Suiyan WEI ; Shuai ZHAO ; Dongyao LI ; Qin WEI ; Xujing ZHANG ; Yan XU ; Guoqiang XU
Chinese Journal of Tissue Engineering Research 2024;28(10):1547-1553
BACKGROUND:Due to the unstable drug release rate of uniaxial bone scaffolds,multi-structure composite printing methods have been sought in and outside China in recent years.Currently,coaxial drug-loaded bone scaffolds,which combine drug-loaded sustained release system with bone transplantation and repair technology,not only replace the defective bone after implantation,but also release drugs slowly,providing a microenvironment conducive to bone formation at the implant site. OBJECTIVE:To explore and assess the in vitro antibacterial properties of uniaxial and coaxial minocycline hydrochloride bone scaffolds. METHODS:Rapid prototyping technology was used to prepare uniaxial hydroxyapatite/silk fibroin-polyvinyl alcohol scaffold,uniaxial hydroxyapatite/silk fibroin-polyvinyl alcohol scaffold,coaxial hydroxyapatite/silk fibroin-polyvinyl alcohol scaffold,and coaxial hydroxyapatite/silk fibroin-polyvinyl alcohol scaffold,respectively,which were named S1,S2,T1 and T2.The morphology,porosity,degradation performance,in vitro sustained-release performance and cytotoxicity of scaffolds were characterized.Four kinds of bone scaffolds were immersed in PBS to prepare the extracts at different time points(1,3,5,7,14,21,and 28 days).The qualitative filter paper was placed into the extract for 24 hours.The filter paper was co-cultured with Porphyromonas gingivalis and Fusobacterium nucleatum for 72 hours.The bacteriostatic effect of four groups of scaffolds was detected by the agar diffusion method. RESULTS AND CONCLUSION:(1)Scaffold characterization:Four groups of scaffolds were well formed.The surface of micro-wires in the S1 and S2 groups was dense and smooth,and the surface of micro-wires in the T1 and T2 groups was rough.Porosity was between 40%-47%and met the requirements of bone scaffolds.Compared with the S2 group,sustained release time was longer in the T2 group.The sustained release concentration of the drug was between 1-10 μg/mL for a long time,which was more conducive to bacteriostasis and osteogenesis.After 10 weeks of immersion in PBS in vitro,the degradation rate of the coaxial printed bone scaffold was faster than that of the corresponding uniaxial printed bone scaffold,and the degradation rate of the coaxial loaded bone scaffold was lower than that of the coaxial non-loaded bone scaffold.The four groups of scaffold extracts were co-cultured with osteoblasts respectively.CCK-8 assay displayed that the cell proliferation rate was greater than 75%,which met the requirements of biocompatibility.(2)In vitro antibacterial effect:S1 and T1 did not have antibacterial activity.S2 and T2 had an obvious antibacterial effect.Under the extraction solution on day 28,the diameter of Porphyromonas gingivalis and Fusobacterium nucleatum inhibition zone in the S2 group was smaller than that in the T2 group(P<0.05).(3)These findings exhibit that hydroxyapatite/silk fibroin-polyvinyl alcohol scaffolds with coaxial minocycline have good physical properties and bacteriostatic properties.
8.Cytocompatibility of electrospun polyvinylidene fluoride piezoelectric bionic periosteum
Suiyan WEI ; Yijing CAO ; Shuai ZHAO ; Dongyao LI ; Qin WEI ; Yan XU ; Guoqiang XU
Chinese Journal of Tissue Engineering Research 2024;28(15):2351-2357
BACKGROUND:Polyvinylidene fluoride(PVDF)with piezoelectric properties,good biocompatibility and nontoxicity make it a suitable candidate for periosteal repair. OBJECTIVE:To evaluate the cytotoxicity of PVDF bionic periosteum by electrospinning with zinc and magnesium ions in vitro. METHODS:Pure PVDF,zinc-doped PVDF,magnesium-doped PVDF and Zinc-magnesium ion PVDF piezoelectric bionic periosteum were prepared by electrospinning technology,respectively.They were named PVDF,PVDF-Zn,PVDF-Mg and PVDF-Zn-Mg,in which the mass fraction of zinc and magnesium ions were all 1%.Osteoblasts and vascular endothelial cells were co-cultured with four groups of bionic periosteum.Cell compatibility of bionic periosteum was determined by alkaline phosphatase staining,CD31 immunofluorescence staining,and scanning electron microscopy. RESULTS AND CONCLUSION:(1)Osteoblasts:Alkaline phosphatase staining after 7 days of culture showed that the PVDF-Zn group secreted more alkaline phosphatase than the other three groups.Under a scanning electron microscopy,after 1 day of culture,the cells had a certain spread on the surface of PVDF-Mg and PVDF-Zn-Mg bionic periosteum,and the pseudopod extended to all sides.On day 3,the cell edge of each group extended pseudopods to the material.By days 5 and 7,the cells were fully spread,well grown and firmly covered the surface of the fibers,and the cellular pseudopods extended around and into the interstitial space of the fibers.CCK-8 assay showed that the cell proliferation on the bionic periosteum of each group showed an increasing trend over time and the relative proliferation rate of cells at 1,3,5,and 7 days was≥75%,and the cytotoxicity was≤grade 1.(2)Vascular endothelial cells:CD31 immunofluorescence staining for 3 days showed that the cells adhered and spread well on the bionic periosteum of each group and connected with each other,and the number of cells in the PVDF-Zn-Mg group was more than that in the other three groups.Under scanning electron microscope,the cells began to adhere to the surface of each group of fibers after 1 and 3 days of culture.On day 5,the cells were well spread on the surface of the fibers and extended obvious pseudopods.On day 7,the cells on the PVDF-Mg and PVDF-Zn-Mg bionic periosteum grew in multiple layers and extended the pseudopod into the fibrous void.CCK-8 assay showed that the cell proliferation on the bionic periosteum of each group showed a downward trend over time,and the relative proliferation rate of cells at 1,3,5 and 7 days was≥125%,and the cytotoxicity was grade 0.(3)The results showed that Zn-Mg electrospun PVDF piezoelectric bionic periosteum had good cytocompatibility.
9.Efficacy of Tanzhuo Decoction in the treatment of early diabetic nephropathy in patients with type 2 diabetes mellitus and its effect on cystatin C, C-reactive protein, urinary albumin excretion rate, and creatinine clearance rate
Hongwei YU ; Zhongliang PAN ; Shaorong FAN ; Guoqiang XU
Chinese Journal of Primary Medicine and Pharmacy 2024;31(2):218-222
Objective:To investigate the efficacy of Tanzhuo Decoction in the treatment of early diabetic nephropathy in patients with type 2 diabetes mellitus and its effect on cystatin C (Cys-C), C-reactive protein (CRP), urinary albumin excretion rate (UAER), and creatinine clearance rate (CCr). Methods:Eighty patients with type 2 diabetes mellitus complicated by early diabetic nephropathy who received treatment at Maanshan Hospital of Traditional Chinese Medicine from 2019 to 2021 were included in this randomized controlled study. They were divided into a control group ( n = 40) and a treatment group ( n = 40) using the random number table method. Patients in the control group received conventional therapy including blood glucose and blood pressure control, while those in the treatment group received Tangzhuo Decoction in addition to the same treatment as that given to the control group. Both groups of patients were treated for 30 days. The clinical efficacy as well as pre- and post-treatment Cys-C, CRP, UAER, and CCr were compared between the two groups. Results:The total response rate in the treatment group was 92.5% (37/40), which was significantly higher than 75.0% (30/40) in the control group ( χ2 = 4.50, P < 0.05). After treatment, Cys-C, CRP, and UAER in the treatment group were (2.04 ± 0.08) mg/L, (3.97 ± 1.71) mg/L, and (91.18 ± 18.68) μg/min, respectively, which were significantly decreased compared with those before treatment ( t = 12.14, 5.59, 4.73, all P < 0.05). After treatment, CCr in the treatment group was (56.3 ± 5.01) mL/min, which was significantly increased compared with that before treatment ( t = -8.56, P < 0.05). After treatment, Cys-C, CRP, and UAER in the control group were (2.17 ± 0.04) mg/L, (4.66 ± 1.47) mg/L, and (103.93 ± 22.62) μg/min, respectively, which were significantly decreased compared with those before treatment ( t = 4.05, 5.00, 2.24, all P < 0.05). After treatment, CCr in the control group was (45.9 ± 4.9) mL/min, which was significantly increased compared with that before treatment ( t = -3.98, P < 0.05). There were significant differences in Cys-C, UAER, and CCr between the treatment and control groups ( t = -7.42, -2.29, 7.82, all P < 0.05). Conclusion:Tanzhuo Decoction for the treatment of early diabetic nephropathy in patients with type 2 diabetes mellitus has a definite effect. It can effectively reduce levels of Cys-C and UAER, reduce inflammatory reactions, improve kidney function, and delay the progression of kidney injury.
10.Radiomics combined with CT features for distinguishing mycoplasma and non-mycoplasma pneumonia in children
Chao WANG ; Peng XU ; Guoqiang HUANG ; Xiaohui QIU ; Yichao LIU
Chinese Journal of Interventional Imaging and Therapy 2024;21(3):155-159
Objective To observe the value of radiomics combined with CT features for distinguishing mycoplasma pneumonia(MP)and non-MP in children.Methods Data of 153 children with pneumonia were retrospectively analyzed.The children were divided into MP group(n=101)and non-MP group(n=52)according to mycoplasma RNA detection,and also were divided into training set(n=107,including 71 MP and 36 non-MP)and validation set(n=46,including 30 MP and 16 non-MP)at the ratio of 7∶3.CT findings were compared between groups.Six best CT features were selected in training set using F test algorithm,and a CT model was constructed using logistic regression(LR)method.The best radiomics features were extracted and screened in training set,and machine learning(ML)models were constructed using LR,support vector machine(SVM),random forest(RF),linear discriminant analysis(LDA)and stochastic gradient descent(SGD)classifiers,respectively.Based on the best CT features and radiomics features,CT-ML models were constructed using the above classifiers.Receiver operating characteristic curves were drawn,and the areas under the curve(AUC)were calculated,the efficacy of each model for distinguishing MP and non-MP was evaluated.Results Lesions involved the upper,middle and lower lobe of right lung,thickened bronchial wall,tree bud sign and edge retract sign were the best CT features.AUC of CTLR was 0.710,of MLLR,MLSVM,MLRF,MLLDA and MLSGD in validation set was 0.715,0.663,0.623,0.706 and 0.494,respectively,and MLLR was the optimal radiomics model.AUC of CT-MLLR,CT-MLSVM,CT-MLRF,CT-MLLDA and CT-MLSGD in validation set was 0.813,0.823,0.649,0.796 and 0.665,respectively,and CT-MLSVM was the optimal CT-ML model.In training set,AUC of CT-MLSVM(0.840)was higher than that of CTLR and MLLR model(AUC=0.713,0.740,both P<0.05).In validation set,no significant difference of AUC was found among CTLR,MLLR and CT-MLSVM(AUC=0.710,0.715 and 0.823,all P>0.05).Conclusion Radiomics combined with CT features could effectively distinguish MP and non-MP in children.

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