1.Effects of forkhead box protein A1 knockout on microRNA expression profiles of benzoapyrene malignant transformed cells THBEc1
Zhiyu LIU ; Yujin FU ; Yitong LIN ; Juanling FU ; Biyun YAO ; Peng ZHAO
Chinese Journal of Pharmacology and Toxicology 2025;39(3):169-182
OBJECTIVE To explore the potential mechanisms of forkhead box protein A1(FOXA1)in benzo[a]pyrene(BaP)-induced carcinogenesis by investigating the effect of FOXA1 by knockout on microRNA(miRNA)expression profiles in BaP malignant transformed cells THBEc1 and establishing regulatory networks between FOXA1,miRNA and their target genes.METHODS FOXA1 knockout THBEc1 cells THBEc1-ΔFOXA1-c34 and control cells THBEc1-ctrl were used as study models.Western blotting was employed to determine FOXA1 protein expression levels.Next-generation sequencing(NGS)tech-nology was used to identify differentially expressed miRNAs between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl cells,with subsequent validation by RT-qPCR.Five databases(ENCORI,miRDB,mirDIP,miRWalk and TargetScan 8.0)were used in conjunction with NGS results of mRNA between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl to predict different expressed genes(DEGs)regulated by the identified differentially expressed miRNAs.GO and KEGG enrichment analyses were conducted on the DEGs using the DAVID database.Interaction network analysis of the proteins encoded by the DEGs was performed using STRING 12.0 and Cytoscape 3.10.2 software.RESULTS No FOXA1 expression was detected in THBEc1-ΔFOXA1-c34 cells.A differential analysis of miRNA expressions revealed 33 miRNAs with a fold change of>2 or<0.5 and a false discovery rate of<0.05 between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl cells,13 of which were down-regulated and 20 were up-regulated in THBEc1-ΔFOXA1-c34 cells.A regulatory network was formed by 11 down-regulated miRNAs and 32 up-regulated mRNAs,while a second network included 16 up-regulated miRNAs and 56 down-regulated mRNAs.The 27 differentially expressed miRNAs participated in various biological processes through the regulation of 88 DEGs,primarily associated with cell growth,proliferation,migration,apoptosis,angiogenesis,epithe-lial-mesenchymal transition,and signal transduction(TGF-β,Hippo,NF-kappa B and MAPK pathways).CONCLUSION The miRNA expression profile in BaP-malignant transformed THBEc1 cells is altered following FOXA1 knockout that may disrupt TGF-β and MAPK signaling pathways by changing miRNA expression levels,thereby inhibiting cell proliferation and migration.
2.Construction of an in vitro simulated one compartment extravascular administration model and comparisons with a classic in vitro administration model in lanthanum nitrate induced HepG2 cell death
Dawei FU ; Yujin FU ; Lailai YAN ; Jie CHEN ; Zhiyu LIU ; Juanling FU ; Biyun YAO ; Weidong HAO ; Peng ZHAO
Chinese Journal of Pharmacology and Toxicology 2025;39(4):285-295,中插1-中插2
OBJECTIVE To establish an in vitro simulated one compartment extravascular adminis-tration model with lanthanum nitrate as the test substance,and explore the differences between this model and the classic in vitro administration model in lanthanum nitrate induced HepG2 cell death.METHODS An in vitro administration device was designed based on compartment model theories which consisted of four functional chambers:the liquid storage chamber,mixing chamber,toxicant exposure chamber,and waste liquid receiving chamber.The four chambers were connected by peristaltic pump hoses.The peristaltic pumps were employed to ensure unidirectional and constant speed trans-mission of liquid between these chambers.According to the preset toxicokinetic parameters such as T1/2a and T1/2,an in vitro simulated one compartment extravascular administration model of lanthanum nitrate was constructed using the device.The content of lanthanum nitrate in the toxicant exposure chamber at different time points was measured using inductively coupled plasma mass spectrometry.The concentration-time curves of lanthanum nitrate were analyzed using PKsolver and GraphPad Prism 8.0 software.The constructed in vitro simulated one compartment extravascular administration model was evaluated by comparing the measured and theoretical values of toxicokinetic parameters.HepG2 cells were treated with lanthanum nitrate in the in vitro simulated one compartment extravascular administration model and classic in vitro administration model,respectively,and cell death was measured using the Hoechst 33342/propidium iodide staining method.RESULTS Within the Cmax range of 3.91-1 000.00 μmol·L-1,the measured concentration-time curves of lanthanum nitrate in the toxicant expo-sure chamber almost conformed with the corresponding calculated theoretical curves(the correlation coefficients were all>0.998 0).The measured values of toxicokinetic parameters,including Ke,T1/2,Ka,T1/2a,Tmax,Cmax,CL and AUC0-∞,were close to the corresponding theoretical values.The fitting coeffi-cients(R2)of the concentration-time curves for each experimental group were all>0.990 0,which was consistent with one compartment model for extravascular administration.In the simulated one compart-ment extravascular administration model,no significant death of HepG2 cells was observed in any lanthanum nitrate dose group.In the classic in vitro administration model,the cell death rate of the 0.500 mmol·L-1 lanthanum nitrate group was higher than that of the solvent control group,but no significant cell death was observed in the 0.119 mmol·L-1 group or 0.243 mmol·L-1 group.When Cmax or Cadministration was 0.500 mmol·L-1,classic in vitro administration induced a higher cell death rate than simulated one compart-ment extravascular administration.However,there was no statistically significant difference in lanthanum nitrate induced HepG2 cell death between the two administration models when the AUC was equal.CONCLUSION The device designed in this study can be used to in vitro simulate one compartment extravascular administration,making in vitro toxicity testing more similar to in vivo scenarios,and providing data for optimizing administration methods of in vitro toxicity testing.There are differences in lanthanum nitrate induced HepG2 cell death between simulated one compartment extravascular administration and classic in vitro administration,indicating that different in vitro exposure modes can affect toxicity.
3.Three cases of pediatric acute leukemia complicated with arterial ischemic stroke and literature review
Xifeng GUO ; Peng LIU ; Biyun LI ; Yujie CHAI ; Zhiyu FU ; Dao WANG
Chinese Journal of Applied Clinical Pediatrics 2025;40(9):690-693
Objective:To analyze the clinical characteristics of acute leukemia complicated with arterial ischemic stroke (AIS) in children, and to provide a reference for its diagnosis, treatment, and prognosis.Methods:Case summary.This report presents three children with acute leukemia complicated with AIS admitted to the First Affiliated Hospital of Zhengzhou University from April 2015 to August 2024, and reviews the relevant literature at home and abroad to analyze the clinical characteristics, pathogenesis, and treatment of the disease.Results:All three cases were female, aged 4-14 years; two had acute lymphoblastic leukemia (ALL) and one had acute myeloid leukemia (AML). Hemiparesis was the main presenting symptom in all cases, occurring during induction therapy.Symptoms resolved completely after anticoagulant and symptomatic treatment, with no sequelae and good prognoses.A literature search identified 8 reported cases of pediatric acute leukemia complicated with AIS.Combining these with our 3 cases yielded a total of 11 cases: 5 males and 6 females; median age 7 years (range 2-15 years); 8 with ALL and 3 with AML.Clinically, all presented with hemiparesis.Vascular imaging in 6 patients showed involvement of the middle cerebral artery.In 8 cases of ALL complicated with AIS, the event occurred during induction therapy, which was considered associated with the use of Asparaginase and intrathecal Cytarabine.Anticoagulation was the main treatment.Symptoms resolved in 10 cases, 3 had neurologic sequelae, and 1 died.Conclusions:AIS complicating acute leukemia in children is often the first clinical manifestation of hemiparesis, which mainly occurs in the process of induction therapy, and may be related to the adverse reactions of chemotherapy drugs such as hypercoagulable state of the blood caused by mendonuclease and insufficient cerebral perfusion caused by intrathecal injection of Cytarabine, etc.; once hemiplegic neurological symptoms appear in the process of induction therapy of children′s acute leukemia, it is highly suspicious of the concomitant AIS, and earlycranial magnetic resonance examination can help to clarify the diagnosis.Although most symptoms resolve with treatment, some patients may develop neurological sequelae.
4.Effects of forkhead box protein A1 knockout on microRNA expression profiles of benzoapyrene malignant transformed cells THBEc1
Zhiyu LIU ; Yujin FU ; Yitong LIN ; Juanling FU ; Biyun YAO ; Peng ZHAO
Chinese Journal of Pharmacology and Toxicology 2025;39(3):169-182
OBJECTIVE To explore the potential mechanisms of forkhead box protein A1(FOXA1)in benzo[a]pyrene(BaP)-induced carcinogenesis by investigating the effect of FOXA1 by knockout on microRNA(miRNA)expression profiles in BaP malignant transformed cells THBEc1 and establishing regulatory networks between FOXA1,miRNA and their target genes.METHODS FOXA1 knockout THBEc1 cells THBEc1-ΔFOXA1-c34 and control cells THBEc1-ctrl were used as study models.Western blotting was employed to determine FOXA1 protein expression levels.Next-generation sequencing(NGS)tech-nology was used to identify differentially expressed miRNAs between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl cells,with subsequent validation by RT-qPCR.Five databases(ENCORI,miRDB,mirDIP,miRWalk and TargetScan 8.0)were used in conjunction with NGS results of mRNA between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl to predict different expressed genes(DEGs)regulated by the identified differentially expressed miRNAs.GO and KEGG enrichment analyses were conducted on the DEGs using the DAVID database.Interaction network analysis of the proteins encoded by the DEGs was performed using STRING 12.0 and Cytoscape 3.10.2 software.RESULTS No FOXA1 expression was detected in THBEc1-ΔFOXA1-c34 cells.A differential analysis of miRNA expressions revealed 33 miRNAs with a fold change of>2 or<0.5 and a false discovery rate of<0.05 between THBEc1-ΔFOXA1-c34 and THBEc1-ctrl cells,13 of which were down-regulated and 20 were up-regulated in THBEc1-ΔFOXA1-c34 cells.A regulatory network was formed by 11 down-regulated miRNAs and 32 up-regulated mRNAs,while a second network included 16 up-regulated miRNAs and 56 down-regulated mRNAs.The 27 differentially expressed miRNAs participated in various biological processes through the regulation of 88 DEGs,primarily associated with cell growth,proliferation,migration,apoptosis,angiogenesis,epithe-lial-mesenchymal transition,and signal transduction(TGF-β,Hippo,NF-kappa B and MAPK pathways).CONCLUSION The miRNA expression profile in BaP-malignant transformed THBEc1 cells is altered following FOXA1 knockout that may disrupt TGF-β and MAPK signaling pathways by changing miRNA expression levels,thereby inhibiting cell proliferation and migration.
5.Comparison on imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners
Biyun MO ; Xingyu MU ; Jie QIN ; Yulong ZENG ; Weixia CHONG ; Nan LI ; Wei FU
Chinese Journal of Medical Imaging Technology 2025;41(5):816-820
Objective To compare imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners.Methods Thirty-four patients who underwent 18F-FDG whole-body scanning using NeuWise and Philips Ingenuity TF PET/CT systems respectively on the same day were enrolled.The imaging quality and semi-quantitative parameters of 2 kind images,also the mean standard uptake value(SUVmean)of normal tissue,the maximum standard uptake value(SUVmax),peak standard uptake value(SUVpeak),SUVmean of lesions,total lesion glycolysis(TLG)and metabolic tumor volume(MTV)were compared.Results No significant difference of imaging quality nor semi-quantitative parameters of lesions(all P>0.05),while significant differences of SUVmean of aortic arch,liver,lumbar vertebra and spinal cord were found between 2 kind images(all P<0.05).Strong correlations of SUVmax,SUVmean,MTV and TLG of lesions(r,=0.734-0.890,P<0.001),and high correlation of SUVpeak(rs=0.919,P<0.001)were found between 2 kind images.The consistency of SUVmax,SUVpeak,SUVmean,TLG and MTV at the lesion site between 2 kind images were very good to extremely good(ICC=0.891-0.986,all P<0.001),and the differences of all above semi-quantitative parameters were within 95%confidence interval.Conclusion Imaging quality of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners could meet the requirements of clinical diagnosis and treatment,and semi-quantitative parameters obtained based on both images had good consistencies.
6.Comparison on imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners
Biyun MO ; Xingyu MU ; Jie QIN ; Yulong ZENG ; Weixia CHONG ; Nan LI ; Wei FU
Chinese Journal of Medical Imaging Technology 2025;41(5):816-820
Objective To compare imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners.Methods Thirty-four patients who underwent 18F-FDG whole-body scanning using NeuWise and Philips Ingenuity TF PET/CT systems respectively on the same day were enrolled.The imaging quality and semi-quantitative parameters of 2 kind images,also the mean standard uptake value(SUVmean)of normal tissue,the maximum standard uptake value(SUVmax),peak standard uptake value(SUVpeak),SUVmean of lesions,total lesion glycolysis(TLG)and metabolic tumor volume(MTV)were compared.Results No significant difference of imaging quality nor semi-quantitative parameters of lesions(all P>0.05),while significant differences of SUVmean of aortic arch,liver,lumbar vertebra and spinal cord were found between 2 kind images(all P<0.05).Strong correlations of SUVmax,SUVmean,MTV and TLG of lesions(r,=0.734-0.890,P<0.001),and high correlation of SUVpeak(rs=0.919,P<0.001)were found between 2 kind images.The consistency of SUVmax,SUVpeak,SUVmean,TLG and MTV at the lesion site between 2 kind images were very good to extremely good(ICC=0.891-0.986,all P<0.001),and the differences of all above semi-quantitative parameters were within 95%confidence interval.Conclusion Imaging quality of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners could meet the requirements of clinical diagnosis and treatment,and semi-quantitative parameters obtained based on both images had good consistencies.
7.Three cases of pediatric acute leukemia complicated with arterial ischemic stroke and literature review
Xifeng GUO ; Peng LIU ; Biyun LI ; Yujie CHAI ; Zhiyu FU ; Dao WANG
Chinese Journal of Applied Clinical Pediatrics 2025;40(9):690-693
Objective:To analyze the clinical characteristics of acute leukemia complicated with arterial ischemic stroke (AIS) in children, and to provide a reference for its diagnosis, treatment, and prognosis.Methods:Case summary.This report presents three children with acute leukemia complicated with AIS admitted to the First Affiliated Hospital of Zhengzhou University from April 2015 to August 2024, and reviews the relevant literature at home and abroad to analyze the clinical characteristics, pathogenesis, and treatment of the disease.Results:All three cases were female, aged 4-14 years; two had acute lymphoblastic leukemia (ALL) and one had acute myeloid leukemia (AML). Hemiparesis was the main presenting symptom in all cases, occurring during induction therapy.Symptoms resolved completely after anticoagulant and symptomatic treatment, with no sequelae and good prognoses.A literature search identified 8 reported cases of pediatric acute leukemia complicated with AIS.Combining these with our 3 cases yielded a total of 11 cases: 5 males and 6 females; median age 7 years (range 2-15 years); 8 with ALL and 3 with AML.Clinically, all presented with hemiparesis.Vascular imaging in 6 patients showed involvement of the middle cerebral artery.In 8 cases of ALL complicated with AIS, the event occurred during induction therapy, which was considered associated with the use of Asparaginase and intrathecal Cytarabine.Anticoagulation was the main treatment.Symptoms resolved in 10 cases, 3 had neurologic sequelae, and 1 died.Conclusions:AIS complicating acute leukemia in children is often the first clinical manifestation of hemiparesis, which mainly occurs in the process of induction therapy, and may be related to the adverse reactions of chemotherapy drugs such as hypercoagulable state of the blood caused by mendonuclease and insufficient cerebral perfusion caused by intrathecal injection of Cytarabine, etc.; once hemiplegic neurological symptoms appear in the process of induction therapy of children′s acute leukemia, it is highly suspicious of the concomitant AIS, and earlycranial magnetic resonance examination can help to clarify the diagnosis.Although most symptoms resolve with treatment, some patients may develop neurological sequelae.
8.Construction of an in vitro simulated one compartment extravascular administration model and comparisons with a classic in vitro administration model in lanthanum nitrate induced HepG2 cell death
Dawei FU ; Yujin FU ; Lailai YAN ; Jie CHEN ; Zhiyu LIU ; Juanling FU ; Biyun YAO ; Weidong HAO ; Peng ZHAO
Chinese Journal of Pharmacology and Toxicology 2025;39(4):285-295,中插1-中插2
OBJECTIVE To establish an in vitro simulated one compartment extravascular adminis-tration model with lanthanum nitrate as the test substance,and explore the differences between this model and the classic in vitro administration model in lanthanum nitrate induced HepG2 cell death.METHODS An in vitro administration device was designed based on compartment model theories which consisted of four functional chambers:the liquid storage chamber,mixing chamber,toxicant exposure chamber,and waste liquid receiving chamber.The four chambers were connected by peristaltic pump hoses.The peristaltic pumps were employed to ensure unidirectional and constant speed trans-mission of liquid between these chambers.According to the preset toxicokinetic parameters such as T1/2a and T1/2,an in vitro simulated one compartment extravascular administration model of lanthanum nitrate was constructed using the device.The content of lanthanum nitrate in the toxicant exposure chamber at different time points was measured using inductively coupled plasma mass spectrometry.The concentration-time curves of lanthanum nitrate were analyzed using PKsolver and GraphPad Prism 8.0 software.The constructed in vitro simulated one compartment extravascular administration model was evaluated by comparing the measured and theoretical values of toxicokinetic parameters.HepG2 cells were treated with lanthanum nitrate in the in vitro simulated one compartment extravascular administration model and classic in vitro administration model,respectively,and cell death was measured using the Hoechst 33342/propidium iodide staining method.RESULTS Within the Cmax range of 3.91-1 000.00 μmol·L-1,the measured concentration-time curves of lanthanum nitrate in the toxicant expo-sure chamber almost conformed with the corresponding calculated theoretical curves(the correlation coefficients were all>0.998 0).The measured values of toxicokinetic parameters,including Ke,T1/2,Ka,T1/2a,Tmax,Cmax,CL and AUC0-∞,were close to the corresponding theoretical values.The fitting coeffi-cients(R2)of the concentration-time curves for each experimental group were all>0.990 0,which was consistent with one compartment model for extravascular administration.In the simulated one compart-ment extravascular administration model,no significant death of HepG2 cells was observed in any lanthanum nitrate dose group.In the classic in vitro administration model,the cell death rate of the 0.500 mmol·L-1 lanthanum nitrate group was higher than that of the solvent control group,but no significant cell death was observed in the 0.119 mmol·L-1 group or 0.243 mmol·L-1 group.When Cmax or Cadministration was 0.500 mmol·L-1,classic in vitro administration induced a higher cell death rate than simulated one compart-ment extravascular administration.However,there was no statistically significant difference in lanthanum nitrate induced HepG2 cell death between the two administration models when the AUC was equal.CONCLUSION The device designed in this study can be used to in vitro simulate one compartment extravascular administration,making in vitro toxicity testing more similar to in vivo scenarios,and providing data for optimizing administration methods of in vitro toxicity testing.There are differences in lanthanum nitrate induced HepG2 cell death between simulated one compartment extravascular administration and classic in vitro administration,indicating that different in vitro exposure modes can affect toxicity.
9.Element profiles of benzoapyrene malignantly transformed 16HBE cells and joint effects of copper with cisplatin or vinorelbine on cell proliferation
Yu WANG ; Lailai YAN ; Juanling FU ; Mingmei HAO ; Wen CHEN ; Biyun YAO ; Bing CHANG ; Peng ZHAO
Chinese Journal of Pharmacology and Toxicology 2024;38(1):1-10
OBJECTIVE To assess the profiles of elements in benzo[a]pyrene(BaP)induced carci-nogenesis,and explore the joint effects of copper with cisplatin or vinorelbine on cell proliferation.METHODS Forty-four elements were measured using an inductively coupled plasma mass spectrometer in 16HBE cells and BaP malignantly transformed 16HBE(T-16HBE-C1)cells.Partial least square was used to validate the robustness of cell classification of elements.Cell viability was measured by MTT assay for copper(0,237,340,487,1000 and 1432 μmol·L-1),cisplatin(0,4.4,6.1,8.6,12.0 and 16.8 μmol·L-1),and vinorelbine(0,3.8,9.8,25.0,40.0 and 64.0 μmol·L-1)to acquire their half maximal inhibitory concentra-tion(IC50).Mixtures of copper and chemotherapeutics were prepared according to the ratio of each IC50.Their joint effects on cell viability were assessed by MTT assay and isobolographic analysis.Inhibition effect of copper(0,50,100,200,400 and 800 μmol·L-1)with IC50 of cisplatin or vinorelbine on prolifera-tion of T-16HBE-C1 cells was also assessed.RESULTS A total of 29 elements were quantified in 16HBE and T-16HBE-C1 cells,among which concentrations of copper,zinc,silver,selenium and rubidium decreased(P<0.05,P<0.01),while those of molybdenum,arsenic,lithium,germanium,strontium,nickel,lanthanum,mercury,iron,and cesium increased(P<0.05,P<0.01)in T-16HBE-C1 cells.Element concen-tration could be used to distinguish T-16HBE-C1 cells from 16HBE cells.Copper concentration-dependently inhibited proliferation of both cells,with a statistically significant lower IC50 of(613±16)μmol·L-1 in 16HBE cells than(776±15)μmol·L-1 in T-16HBE-C1 cells(P<0.01).Mixtures of copper and cisplatin(1∶69.5)or vinorelbine(1∶33.4)could inhibit cell proliferation,and copper had additive effects with cisplatin or vinorelbine.When copper concentration was higher than 400 μmol·L-1,copper combined with IC50 of cisplatin or vinorelbine inhibited cell proliferation of T-16HBE-C1 cells compared with IC50 of cisplatin(11.2 μmol·L-1)or vinorelbine(23.2 μmol·L-1)alone.CONCLUSION Element profiles and correlations can change significantly after 16HBE cells are malignantly transformed by BaP.Copper could inhibit the proliferation of T-16HBE-C1 cells and have additive effects with cisplatin or vinorelbine in higher concentration.
10.Value of salivary gland imaging based on deep learning and Delta radiomics in evaluation of salivary gland injury following 131I therapy post thyroid cancer surgery
Yulong ZENG ; Zhao GE ; Weixia CHONG ; Jie QIN ; Biyun MO ; Wei FU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(2):68-73
Objective:To explore the value of salivary gland imaging based on deep learning and Delta radiomics in assessing salivary gland injury after 131I treatment in post-thyroidectomy thyroid cancer patients. Methods:A retrospective analysis on 223 patients (46 males, 177 females, age(47.7±14.0) years ) with papillary thyroid cancer, who underwent total thyroidectomy and 131I treatment in Affiliated Hospital of Guilin Medical University between December 2019 and January 2022, was conducted. All patients underwent salivary gland 99Tc mO 4- imaging before and after 131I therapy. The patients were categorized according to salivary gland function based on 99Tc mO 4- imaging results (normal salivary gland vs salivary gland injury), and divided into training and test sets in a ratio of 7∶3. A ResNet-34 neural network model was trained using images at the time of maximum salivary gland radioactivity and those based on background radioactivity counts for structured image feature data. The Delta radiomics approach was then used to subtract the image feature values of the two periods, followed by feature selection through t-test, correlation analysis, and the least absolute shrinkage and selection operator( LASSO) algorithm, to develop logistic regression (LR), support vector machine (SVM), and K-nearest neighbor (KNN) predictive models. The diagnostic performance of 3 models for salivary gland function on the test set was compared with that of the manual interpretation. The AUCs of the 3 models on the test set were compared (Delong test). Results:Among the 67 cases of the test set, the diagnostic accuracy of 3 physicians were 89.6%(60/67), 83.6%(56/67), and 82.1%(55/67) respectively, with the time required for diagnosis of 56, 74 and 55 min, respectively. The accuracies of LR, SVM, and KNN models were 91.0%(61/67), 86.6%(58/67), and 82.1%(55/67), with the required times of 12.5, 15.3 and 17.9 s, respectively. All 3 radiomics models demonstrated good classification and predictive capabilities, with AUC values for the training set of 0.972, 0.965, and 0.943, and for the test set of 0.954, 0.913, and 0.791, respectively. There were no significant differences among the AUC values for the test set ( z values: 0.72, 1.18, 1.82, all P>0.05). Conclusion:The models based on deep learning and Delta radiomics possess high predictive value in assessing salivary gland injury following 131I treatment after surgery in patients with thyroid cancer.

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