1.Multicenter study on the prediction of microvascular invasion in hepatocellular carcinoma using multiphase ultrasound imaging radiomics models
Yanhong HAO ; Juan CHEN ; Qin LU ; Ruining WANG ; Yuan SU ; Shanshan SHI ; Rui SHI ; Lingjie WANG ; Jianhong WANG ; Li YANG ; Liping LIU
Chinese Journal of Ultrasonography 2025;34(11):983-991
Objective:To construct and evaluate the predictive performance of a multiphase ultrasound radiomics model for microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods:A total of 126 patients with pathologically confirmed HCC were retrospectively enrolled from 4 medical centers between May 2018 and July 2025,including the First Hospital of Shanxi Medical University,Shanxi Province Third People's Hospital,Changzhi People's Hospital,and the Organ Transplant Center of the Affiliated Hospital of Qingdao University. A total of 630 ultrasound images of the lesions in different phases were collected,from which 1 561 radiomic features were extracted. The patients from medical institutions in Shanxi Province were chosen as the training set( n=91),and the patients from the Organ Transplant Center of the Affiliated Hospital of Qingdao University were chosen as the validation set( n=35). In the training set,37.4%(34/91)patients presented MVI(+),whereas in the validation set,54.3%(19/35)patients presented MVI(+). Radiomics features were extracted from ultrasound images,and features related to the MVI(+)were selected through dimensionality reduction analysis. Five multiple machine learning algorithms were used to construct predictive models,which were then evaluated using an external validation set. The Radscore was calculated,and a nomogram was constructed combining Radscore with ultrasound and clinical characteristics to predict MVI. Results:The model combining radiomics features from the portal venous phase and the delay phase showed the best predictive performance in both the training and validation sets,with area under curve(AUC)values of 0.835 and 0.727,respectively. The prediction model developed using radiomics Radscore and clinical indicators could be represented and presented as a nomogram.Conclusions:The radiomics model based on multi-phase ultrasound offers a novel approach for non-invasive preoperative prediction of MVI in liver cancer. Furthermore,its integration with clinical features aids in optimizing clinical treatment strategies.
2.Preparation and optimization of novel targeted nanobubbles carrying exosomes
Ying ZHAO ; Yuming MU ; Shangke CHEN ; Lina GUAN ; Lingjie YANG
Chinese Journal of Ultrasonography 2025;34(6):525-532
Objective:To prepare novel targeted lipid nanobubbles(MEB-NBs)that can be loaded with exosomes(Exo),and test the property and explore the specific invitro target-seeking ability of MEB-NBs. Methods:The core lipid nanobubbles(NBs)were prepared using mechanical oscillation methods,and Exo was connected to the NBs through membrane fusion. The target antibody MYH6 was linked to the NBs using a phospholipid coupling covalent method,resulting in the preparation of targeted lipid nanobubbles MEB-NBs loaded with Exo. The morphology,particle size,and surface potential of the prepared lipid nanobubbles MEB-NBs were observed,and the co-loading of Exo and NBs was verified using laser confocal and fluorescence resonance energy transfer techniques. The in vitro imaging capability and biosafety of MEB-NBs were evaluated,and the loading rate and drug content of Exo carried by MEB-NBs were measured. The ability of MEB-NBs to specifically target hiPSC-CMs cells was observed using flow cytometry,small animal in vivo imaging systems,and laser confocal microscopy. Results:The average particle size of the prepared MEB-NBs was(597.10 ± 47.70)nm,the surface potential was(-11.70 ± 0.21)mV,and the concentration was(2.43 ± 0.06)×10 7/ml. Laser confocal microscopy and FRET results confirmed that the Exo was effectively connected with the NBs;When the Exo concentration was 250 μg/ml,the Exo loading rate and drug loading of MEB-NBs were both 73.8%,and the results of laser confocal microscopy showed that MEB-NBs could be effectively targeted to hiPSC-CMs cells. MEB-NBs were well developed in vitro and had good biological safety. Conclusions:This study constructs novel Exo-loaded targeted lipid nanobubbles(MEB-NBs)that demonstrate stable physicochemical properties and ultrasound imaging capabilities. The developed MEB-NBs precisely target hiPSC-CMs cells,providing an innovative drug delivery system with enhanced therapeutic efficacy for Exo-based therapies.
3.Clinical Study on Jiangzhi Hugan Soft Extract for Treating Non-Alcoholic Fatty Liver Disease with Internal Dampness-Turbidity Accumulation Syndrome
Siting LI ; Jiangtao ZENG ; Huangbin LI ; Hongmiao WU ; Lingjie LI ; Wanying CHEN
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(9):2156-2161
Objective To evaluate the clinical efficacy and safety of Jiangzhi Hugan Soft Extract(composed of stir-fried Dioscoreae Rhizoma,Poria,Ginseng Radix et Rhizoma,Bupleuri Radix,Citri Sarcodactylis Fructus,Persicae Semen,Polygoni Cuspidati Rhizoma,etc.)in treating non-alcoholic fatty liver disease(NAFLD)with internal dampness-turbidity accumulation syndrome.Methods Sixty patients with NAFLD of dampness-turbidity accumulation syndrome treated at the Gastroenterology Department of Maoming Hospital of Guangzhou University of Chinese Medicine(Maoming Hospital of Traditional Chinese Medicine)from November 2023 to December 2024 were enrolled.The patients were divided into trial group and control group using stratified randomization,with 30 patients in each group.Both groups received lifestyle interventions(diet control and exercise),with the trial group additionally receiving Jiangzhi Hugan Soft Extract for 4 weeks.Outcomes included body mass index(BMI),liver function indicators[alanine aminotransferase(ALT),aspartate aminotransferase(AST),gamma-glutamyl transferase(GGT)],lipid profiles[total cholesterol(TC),triglycerides(TG)],traditional Chinese medicine(TCM)syndrome scores,efficacy evaluation,and safety assessment.Results(1)After 4 weeks of treatment,the overall response rate in the trial group was 93.33%(28/30),while that in the control group was 60.00%(18/30).The intergroup comparison(by rank sum test)showed that the efficacy of TCM syndrome in the trial group was significantly superior to that in the control group,with a statistically significant difference(P<0.01).(2)After treatment,the BMI of patients in both groups was improved significantly compared to before treatment(P<0.01).The improvement in BMI was significantly greater in the trial group than in the control group.The difference in the change of BMI between the two groups was statistically significant before and after treatment(P<0.05).(3)After treatment,the levels of ALT,AST,and GGT in both groups decreased compared to before treatment(P<0.01).The trial group showed a significantly greater reduction in ALT,AST,and GGT levels than the control group.The difference between the two groups was statistically significant before and after treatment(P<0.05).(4)After treatment,both groups showed a significant decrease in TC and TG levels compared to pre-treatment levels(P<0.05).The trial group demonstrated a more pronounced reduction in TC levels than the control group.The difference between the two groups was statistically significant before and after treatment(P<0.05).(5)There were no significant adverse reactions occurring in either group during treatment,indicating a high level of safety.Conclusion Jiangzhi Hugan Soft Extract effectively improves BMI,liver function,and lipid profile in NAFLD patients with dampness-turbidity accumulation syndrome,demonstrating good clinical efficacy and high safety,warranting further clinical application.
4.Analysis of transcriptome and chromatin accessibility changes during the differentiation of human embryonic stem cells into neural progenitor cells
Linying LI ; Xiaodong CAI ; Ran TONG ; Chen YANG ; Zhiming WANG ; Xiaoyu HE ; Ziyue MA ; Feng ZHANG ; Lingjie LI ; Junmei ZHOU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(4):387-403
Objective·To investigate the changes in transcriptome and chromatin accessibility during the differentiation of human embryonic stem cells(hESCs)into neural progenitor cells(NPCs)using in vitro differentiation models and high-throughput multi-omics sequencing technologies.Methods·hESCs were first induced to differentiate into NPCs in vitro using the embryoid body formation method,and cells at both stages were collected.The cell phenotypes were identified by reverse transcription-quantitative real-time PCR(RT-qPCR)and immunofluorescence(IF)staining.Transcriptome sequencing(RNA-seq)was conducted to detect and analyze the differentially expressed genes(DEGs)between hESCs and NPCs.The assay for transposase-accessible chromatin with high-throughput sequencing(ATAC-seq)was employed to assess chromatin accessibility changes between hESCs and NPCs.Motif enrichment analysis was performed on differentially accessible chromatin regions to discover potential regulatory transcription factors.Finally,an integrated analysis of RNA-seq and ATAC-seq data and the protein-protein interaction(PPI)network were performed to identify key genes and regulatory pathways involved in the early stages of neural differentiation in vitro.Results·Both RT-qPCR and IF results indicated that the expression levels of pluripotency markers(NANOG and POU5F1)were high at the hESC stage but significantly decreased at the NPC stage,while early neural differentiation markers(PAX6,SOX1,and NES)were minimally expressed at the hESC stage but markedly upregulated at the NPC stage.RNA-seq analysis revealed that compared to the hESC stage,there were 5 597 genes upregulated and 3 654 genes downregulated at the NPC stage.Gene function enrichment analysis showed that the upregulated genes at the NPC stage were enriched in the functions related to neural development.ATAC-seq analysis demonstrated a total of 27 491 genomic regions had significant changes in chromatin accessibility during the differentiation from hESC to NPC,with 12 381 regions showing increased accessibility and 15 110 regions showing decreased accessibility.Motif enrichment analysis revealed that transcription factor genes such as DLX1 and LHX2 might play an important role in the differentiation process from hESCs into NPCs.Integrated analysis of RNA-seq and ATAC-seq data revealed that overlapping genes with high expression at the NPC stage were mainly enriched in axon guidance,forebrain development,and neuron migration.After neural differentiation,the expression levels of CTNND2 and LHX2 genes increased,and the chromatin accessibility of related genomic regions also increased.PPI network analysis indentified candidate downstream genes including PRKACA,CDH2,and ERBB4.Conclusion·The in vitro differentiation model of hESCs combined with high-throughput multi-omics sequencing technologies can be used to depict the changes in transcriptome and chromatin accessibility during the differentiation of hESCs into NPCs.In this process,the expression levels of genes related to axon guidance,forebrain development,and neuronal migration pathways increase and related chromatin accessibility is enhanced.
5.Analysis of transcriptome and chromatin accessibility changes during the differentiation of human embryonic stem cells into neural progenitor cells
Linying LI ; Xiaodong CAI ; Ran TONG ; Chen YANG ; Zhiming WANG ; Xiaoyu HE ; Ziyue MA ; Feng ZHANG ; Lingjie LI ; Junmei ZHOU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(4):387-403
Objective·To investigate the changes in transcriptome and chromatin accessibility during the differentiation of human embryonic stem cells(hESCs)into neural progenitor cells(NPCs)using in vitro differentiation models and high-throughput multi-omics sequencing technologies.Methods·hESCs were first induced to differentiate into NPCs in vitro using the embryoid body formation method,and cells at both stages were collected.The cell phenotypes were identified by reverse transcription-quantitative real-time PCR(RT-qPCR)and immunofluorescence(IF)staining.Transcriptome sequencing(RNA-seq)was conducted to detect and analyze the differentially expressed genes(DEGs)between hESCs and NPCs.The assay for transposase-accessible chromatin with high-throughput sequencing(ATAC-seq)was employed to assess chromatin accessibility changes between hESCs and NPCs.Motif enrichment analysis was performed on differentially accessible chromatin regions to discover potential regulatory transcription factors.Finally,an integrated analysis of RNA-seq and ATAC-seq data and the protein-protein interaction(PPI)network were performed to identify key genes and regulatory pathways involved in the early stages of neural differentiation in vitro.Results·Both RT-qPCR and IF results indicated that the expression levels of pluripotency markers(NANOG and POU5F1)were high at the hESC stage but significantly decreased at the NPC stage,while early neural differentiation markers(PAX6,SOX1,and NES)were minimally expressed at the hESC stage but markedly upregulated at the NPC stage.RNA-seq analysis revealed that compared to the hESC stage,there were 5 597 genes upregulated and 3 654 genes downregulated at the NPC stage.Gene function enrichment analysis showed that the upregulated genes at the NPC stage were enriched in the functions related to neural development.ATAC-seq analysis demonstrated a total of 27 491 genomic regions had significant changes in chromatin accessibility during the differentiation from hESC to NPC,with 12 381 regions showing increased accessibility and 15 110 regions showing decreased accessibility.Motif enrichment analysis revealed that transcription factor genes such as DLX1 and LHX2 might play an important role in the differentiation process from hESCs into NPCs.Integrated analysis of RNA-seq and ATAC-seq data revealed that overlapping genes with high expression at the NPC stage were mainly enriched in axon guidance,forebrain development,and neuron migration.After neural differentiation,the expression levels of CTNND2 and LHX2 genes increased,and the chromatin accessibility of related genomic regions also increased.PPI network analysis indentified candidate downstream genes including PRKACA,CDH2,and ERBB4.Conclusion·The in vitro differentiation model of hESCs combined with high-throughput multi-omics sequencing technologies can be used to depict the changes in transcriptome and chromatin accessibility during the differentiation of hESCs into NPCs.In this process,the expression levels of genes related to axon guidance,forebrain development,and neuronal migration pathways increase and related chromatin accessibility is enhanced.
6.Multicenter study on the prediction of microvascular invasion in hepatocellular carcinoma using multiphase ultrasound imaging radiomics models
Yanhong HAO ; Juan CHEN ; Qin LU ; Ruining WANG ; Yuan SU ; Shanshan SHI ; Rui SHI ; Lingjie WANG ; Jianhong WANG ; Li YANG ; Liping LIU
Chinese Journal of Ultrasonography 2025;34(11):983-991
Objective:To construct and evaluate the predictive performance of a multiphase ultrasound radiomics model for microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods:A total of 126 patients with pathologically confirmed HCC were retrospectively enrolled from 4 medical centers between May 2018 and July 2025,including the First Hospital of Shanxi Medical University,Shanxi Province Third People's Hospital,Changzhi People's Hospital,and the Organ Transplant Center of the Affiliated Hospital of Qingdao University. A total of 630 ultrasound images of the lesions in different phases were collected,from which 1 561 radiomic features were extracted. The patients from medical institutions in Shanxi Province were chosen as the training set( n=91),and the patients from the Organ Transplant Center of the Affiliated Hospital of Qingdao University were chosen as the validation set( n=35). In the training set,37.4%(34/91)patients presented MVI(+),whereas in the validation set,54.3%(19/35)patients presented MVI(+). Radiomics features were extracted from ultrasound images,and features related to the MVI(+)were selected through dimensionality reduction analysis. Five multiple machine learning algorithms were used to construct predictive models,which were then evaluated using an external validation set. The Radscore was calculated,and a nomogram was constructed combining Radscore with ultrasound and clinical characteristics to predict MVI. Results:The model combining radiomics features from the portal venous phase and the delay phase showed the best predictive performance in both the training and validation sets,with area under curve(AUC)values of 0.835 and 0.727,respectively. The prediction model developed using radiomics Radscore and clinical indicators could be represented and presented as a nomogram.Conclusions:The radiomics model based on multi-phase ultrasound offers a novel approach for non-invasive preoperative prediction of MVI in liver cancer. Furthermore,its integration with clinical features aids in optimizing clinical treatment strategies.
7.Preparation and optimization of novel targeted nanobubbles carrying exosomes
Ying ZHAO ; Yuming MU ; Shangke CHEN ; Lina GUAN ; Lingjie YANG
Chinese Journal of Ultrasonography 2025;34(6):525-532
Objective:To prepare novel targeted lipid nanobubbles(MEB-NBs)that can be loaded with exosomes(Exo),and test the property and explore the specific invitro target-seeking ability of MEB-NBs. Methods:The core lipid nanobubbles(NBs)were prepared using mechanical oscillation methods,and Exo was connected to the NBs through membrane fusion. The target antibody MYH6 was linked to the NBs using a phospholipid coupling covalent method,resulting in the preparation of targeted lipid nanobubbles MEB-NBs loaded with Exo. The morphology,particle size,and surface potential of the prepared lipid nanobubbles MEB-NBs were observed,and the co-loading of Exo and NBs was verified using laser confocal and fluorescence resonance energy transfer techniques. The in vitro imaging capability and biosafety of MEB-NBs were evaluated,and the loading rate and drug content of Exo carried by MEB-NBs were measured. The ability of MEB-NBs to specifically target hiPSC-CMs cells was observed using flow cytometry,small animal in vivo imaging systems,and laser confocal microscopy. Results:The average particle size of the prepared MEB-NBs was(597.10 ± 47.70)nm,the surface potential was(-11.70 ± 0.21)mV,and the concentration was(2.43 ± 0.06)×10 7/ml. Laser confocal microscopy and FRET results confirmed that the Exo was effectively connected with the NBs;When the Exo concentration was 250 μg/ml,the Exo loading rate and drug loading of MEB-NBs were both 73.8%,and the results of laser confocal microscopy showed that MEB-NBs could be effectively targeted to hiPSC-CMs cells. MEB-NBs were well developed in vitro and had good biological safety. Conclusions:This study constructs novel Exo-loaded targeted lipid nanobubbles(MEB-NBs)that demonstrate stable physicochemical properties and ultrasound imaging capabilities. The developed MEB-NBs precisely target hiPSC-CMs cells,providing an innovative drug delivery system with enhanced therapeutic efficacy for Exo-based therapies.
8.Study of the mechanism of acupuncture and moxibustion in protecting the intestinal mucosal barrier in DSS-induced UC rats based on the IL-9/IL-9R pathway
Yan HUANG ; Kexin SUN ; Jing XU ; Zhe MA ; Jimeng ZHAO ; Lingjie LI ; Chen ZHAO ; Ling YANG ; Feng LI ; Yanan LIU ; Yue ZHANG ; Luyi WU ; Rude HUANG
Journal of Acupuncture and Tuina Science 2024;22(2):91-103
Objective:To observe the effects of acupuncture and moxibustion on interleukin(IL)-9/IL-9 receptor(IL-9R)in the colon tissue of rats with ulcerative colitis(UC)and investigate the protective mechanism of acupuncture and moxibustion on the intestinal mucosal barrier in UC rats. Methods:Male Sprague-Dawley rats were randomly divided into a normal control(NC)group and a modeling group.UC models were prepared by giving 4%dextran sulfate sodium(DSS)water for 7 d.After the successful construction of the UC rat model,the modeling group was randomly divided into a UC group,a herb-insulated moxibustion(HM)group,and an electroacupuncture(EA)group.HM and EA interventions at bilateral Tianshu(ST25)were performed once a day for 7 d.Hematoxylin-eosin(HE)staining was used to observe the histopathological changes in the colon.The serum concentrations of IL-9,IL-6,IL-1β,and hemoglobin-H(HbH)were determined by enzyme-linked immunosorbent assay.The protein expression levels of IL-9,IL-9R,claudin-2,zonula occludens-1(ZO-1),and occludin in the colon tissue were measured by Western blotting or immuno-histochemistry.Immunofluorescence was used to detect the co-expression of PU.1 and CD4 with the IL-9 protein. Results:Compared with the NC group,the colon tissue of UC rats was severely damaged and ulcerated with congestion and edema,and the colonic histopathological score increased significantly(P<0.01).The serum HbH concentration decreased significantly(P<0.01),while the serum concentrations of IL-9,IL-6,and IL-1β increased(P<0.01).The protein expression of colonic ZO-1 and occludin decreased significantly(P<0.01),while the protein expression of colonic IL-9 and IL-9R increased(P<0.05).The positive co-expression levels of IL-9/PU.1 and IL-9/CD4 increased in the colon tissue(P<0.05).Compared with the UC group,the colonic mucosal structures were gradually repaired in both HM group and EA group,and healed ulcers could be observed,the colonic histopathological score decreased significantly(P<0.05).The serum concentration of HbH increased(P<0.01),while the serum concentrations of IL-9,IL-6,and IL-1β decreased(P<0.05).The protein expression levels of ZO-1 and occludin increased(P<0.05),while the protein expression levels of IL-9 and IL-9R decreased(P<0.01).The positive co-expression levels of IL-9/PU.1 and IL-9/CD4 decreased in the colon tissue(P<0.05). Conclusion:Both HM and EA can inhibit the protein expression levels of IL-9 and IL-9R in the UC colon by regulating the transcription factor PU.1,promote the repair of intestinal mucosal barrier,and down-regulate protein contents of proinflammatory factors IL-9,IL-6,and IL-1β in the serum,which may be one of the key mechanisms of acupuncture and moxibustion in reducing the inflammation of UC colonic mucosa and protecting the intestinal mucosal barrier.
9.Content determination and chemometric analysis of 8 components in Smilax glabra
Huiliang ZOU ; Xincai WANG ; Ke CHEN ; Hong CUI ; Lingjie MENG ; Bailian LIU ; Min CHEN
China Pharmacy 2024;35(19):2378-2382
OBJECTIVE To provide reference for Smilax glabra quality control. METHODS UPLC method was established to simultaneously determine the contents of 5-O-caffeoylshikimic acid, neoastilbin, astilbin, neoisoastilbin, isoastilbin, engelitin, resveratrol and isoengelitin in 20 batches of S. glabra from different areas (No. S1-S20). The quality evaluation of 20 batches of samples was performed by chemometrics; the differential biomarkers that affected the quality of S. glabra were screened. RESULTS The measured 8 components had good linear relationship within the range of measured concentration (r≥0.999 6). RSDs of precision, repeatability and stability tests (24 h) were all lower than 2.00% (n=6). The average recoveries varied between 97.60% and 106.40% (RSDs were all lower than 2.00%, n=6). Cluster analysis showed that the samples produced in Zhejiang (S1-S5) and Jiangxi (S6-S10) were clustered into one category; the samples produced in Hunan (S11-S15) were clustered into one category; the samples produced in Yunnan (S16-S20) were clustered into one category. Principal component analysis showed that the first two principal components could represent 85.60% information of 8 components in S. glabra. Partial least squares-discriminant analysis showed that variable importance projection values of 5-O-caffeoylshikimic acid, astilbin, isoastilbin and neoastilbin were all greater than 1. CONCLUSIONS There are differences in the contents of the above 8 components in S. glabra from different origins; 5-O-caffeoylshikimic acid, astilbin, isoastilbin and neoastilbin may be differential markers affecting the quality of S. glabra.

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