1.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.
2.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.
3.Correlation between vascular senescence indicators and total burden score of MRI in patients with cerebral small vascular disease
Xiaoyu CUI ; Ying FAN ; Haibo LI ; Linying MA ; Bin LIU ; Xiaokun WU ; Wenjing MAO ; Jinxia ZHANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(8):1071-1075
Objective To investigate the correlation of vascular senescence indicators,brachial-ankle pulse wave velocity(baPWV),cardio-ankle vascular index(CAVI),ankle-brachial index(ABI)with total burden of MRI in patients with cerebral small vessel disease(CSVD).Methods A total of 200 CSVD patients admitted to our hospital from November 2023 to October 2024 were retrospectively recruited,and based on their total MRI burden,they were divided into a low-burden group(score:0-1,103 cases)and a high-burden group(score:2-4,97 cases).A athero-sclerosis monitoring device(VS-1500A)was used to detect baPWV,CAVI,and ABI values.The relationships of the three indicators with total MRI burden score and their predictive values for the burden score were analyzed.Results The high-burden group had significantly higher BMI,el-evated homocysteine and uric acid levels,and increased baPWV and CAVI,but lower ABI than the low-burden group(P<0.01).Multivariate logistic analysis showed that baPWV,CAVI and ABI were independent influencing factors for high MRI burden of CSVD patients.Spearman correlation analysis showed that baPWV and CAVI values were positively correlated(r=0.589,P=0.000;r=0.458,P=0.000),and ABI was negatively correlated with the total MRI burden score of CSVD patients(r=-0.352,P=0.000).ROC curve analysis showed that baPWV(AUC=0.816,P=0.000),CAVI(AUC=0.725,P=0.000)and ABI(AUC=0.676,P=0.000)were all predic-tors for high MRI burden score in CSVD patients.Conclusion baPWV and CAVI are positively,and ABI is negatively correlated with the total MRI burden score of CSVD patients.baPWV,CAVI and ABI show higher predictive value for the high burden score,with baPWV most significant.
4.Correlation between vascular senescence indicators and total burden score of MRI in patients with cerebral small vascular disease
Xiaoyu CUI ; Ying FAN ; Haibo LI ; Linying MA ; Bin LIU ; Xiaokun WU ; Wenjing MAO ; Jinxia ZHANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(8):1071-1075
Objective To investigate the correlation of vascular senescence indicators,brachial-ankle pulse wave velocity(baPWV),cardio-ankle vascular index(CAVI),ankle-brachial index(ABI)with total burden of MRI in patients with cerebral small vessel disease(CSVD).Methods A total of 200 CSVD patients admitted to our hospital from November 2023 to October 2024 were retrospectively recruited,and based on their total MRI burden,they were divided into a low-burden group(score:0-1,103 cases)and a high-burden group(score:2-4,97 cases).A athero-sclerosis monitoring device(VS-1500A)was used to detect baPWV,CAVI,and ABI values.The relationships of the three indicators with total MRI burden score and their predictive values for the burden score were analyzed.Results The high-burden group had significantly higher BMI,el-evated homocysteine and uric acid levels,and increased baPWV and CAVI,but lower ABI than the low-burden group(P<0.01).Multivariate logistic analysis showed that baPWV,CAVI and ABI were independent influencing factors for high MRI burden of CSVD patients.Spearman correlation analysis showed that baPWV and CAVI values were positively correlated(r=0.589,P=0.000;r=0.458,P=0.000),and ABI was negatively correlated with the total MRI burden score of CSVD patients(r=-0.352,P=0.000).ROC curve analysis showed that baPWV(AUC=0.816,P=0.000),CAVI(AUC=0.725,P=0.000)and ABI(AUC=0.676,P=0.000)were all predic-tors for high MRI burden score in CSVD patients.Conclusion baPWV and CAVI are positively,and ABI is negatively correlated with the total MRI burden score of CSVD patients.baPWV,CAVI and ABI show higher predictive value for the high burden score,with baPWV most significant.
5.Analysis of problems and management of in vitro diagnostic reagent clinical trials in medical laboratory
Yuhuan MAO ; Tianran CAO ; Lihua CHEN ; Jinwei HU ; Linying ZHOU ; Qionghui MA ; Xiaoyun SONG ; Kun YUAN
Chinese Journal of Preventive Medicine 2024;58(9):1473-1477
Clinical trials are an important method for evaluating the safety and efficacy of in vitro diagnostic reagents, and are a key basis for product registration review and approval. In order to strengthen the management of clinical trials of in vitro diagnostic reagents, the National Medical Products Administration and relevant departments have formulated a series of regulations at the regulatory level, and require applicants and clinical trial institutions to establish a quality management system for clinical trials of in vitro diagnostic reagents. Medical laboratory is the main department and implementer of in vitro diagnostic reagent clinical trials in medical institutions. In recent years, with the rapid development of the in vitro diagnostic industry, the clinical trial projects of in vitro diagnostic reagents conducted by medical laboratory have been increasing day by day. However, there are currently few discussions on the clinical trial of in vitro diagnostic reagents from the perspective of researchers. Therefore, this article summarizes the characteristics of clinical trials of in vitro diagnostic reagents, analyzes the problems and difficulties in conducting clinical trials of in vitro diagnostic reagents in current medical laboratories, and introduces the laboratory′s experience in management; to provide reference for medical testing laboratories that have not yet conducted or have already conducted clinical trials of in vitro diagnostic reagents, in order to improve the quality and efficiency of clinical trials.
6.Analysis of problems and management of in vitro diagnostic reagent clinical trials in medical laboratory
Yuhuan MAO ; Tianran CAO ; Lihua CHEN ; Jinwei HU ; Linying ZHOU ; Qionghui MA ; Xiaoyun SONG ; Kun YUAN
Chinese Journal of Preventive Medicine 2024;58(9):1473-1477
Clinical trials are an important method for evaluating the safety and efficacy of in vitro diagnostic reagents, and are a key basis for product registration review and approval. In order to strengthen the management of clinical trials of in vitro diagnostic reagents, the National Medical Products Administration and relevant departments have formulated a series of regulations at the regulatory level, and require applicants and clinical trial institutions to establish a quality management system for clinical trials of in vitro diagnostic reagents. Medical laboratory is the main department and implementer of in vitro diagnostic reagent clinical trials in medical institutions. In recent years, with the rapid development of the in vitro diagnostic industry, the clinical trial projects of in vitro diagnostic reagents conducted by medical laboratory have been increasing day by day. However, there are currently few discussions on the clinical trial of in vitro diagnostic reagents from the perspective of researchers. Therefore, this article summarizes the characteristics of clinical trials of in vitro diagnostic reagents, analyzes the problems and difficulties in conducting clinical trials of in vitro diagnostic reagents in current medical laboratories, and introduces the laboratory′s experience in management; to provide reference for medical testing laboratories that have not yet conducted or have already conducted clinical trials of in vitro diagnostic reagents, in order to improve the quality and efficiency of clinical trials.
7.Challenges and countermeasures of Investigator-Initiated Trial of oncology
Xinxin LU ; Wenjiao JIAO ; Linying MA ; Lili CAO
Chinese Journal of Medical Science Research Management 2023;36(1):7-12
Objective:In order to put forward relevant measures and suggestions to improve the quality of the Investigator-Initiated Trials of oncology in medical institutions.Methods:Through literature research, comparative study, combined with the implementation and management of investigator initiated trials, the current status and challenges of the administration of these trials were analyzed.Results:Investigator-Initiated Trials of oncology become increasingly important. However, its quality is poor compared with Industry-Sponsored Trials due to insufficient funds and lack of effective supervision. Besides, four main challenges as follows were identified: lack of clinical research professionals, the quality concerns of ethical review in some institutions, insufficient funding for clinical research, and imperfect quality management system.Conclusions:Based on the actual needs of IITs of oncology, medical institutions should strengthen the talent cultivation, establish electronic information management platform, increase project support, strengthen scientific research supervision and deepen the awareness of risk prevention to improve the quality of investigator initiated trials.
8.Management status analysis of Investigator-Initiated Trials in Shandong provincial medical and health institutions
Linying MA ; Jianmei JI ; Honglei LI ; Xinxin LU ; Lili CAO
Chinese Journal of Medical Science Research Management 2023;36(5):395-400
Objective:To analyze the current situation of Investigator-Initiated Trials in medical and health institutions in Shandong Province, the problems in the process of conducting clinical research, and put forward proposals for the establishment of a clinical research management system with effective supervision, sound systems and supporting services, taking into account the progress of the projects since the pilot work was carried out.Methods:A questionnaire was created, an online survey was conducted, a database was set up, a status analysis was conducted and a post-launch analysis of the progress of the pilot was carried out using the National Medical Research Registry Information System, culminating in recommendations using the literature summary method and empirical analysis.Results:Statistical analysis of the questionnaire found that 29.39% of the institutions have a dedicated clinical research management department, and 75.97% of the institutions have a management approach. 25.52%, 40.30%, and 43.07% of institutions established biobanks, clinical research centers, and follow-up centers. There was a statistically significant difference in the establishment of clinical research centers, biobanks, and follow-up centers in secondary and tertiary medical institutions ( P<0.05). The number of general clinical research projects filed, the number of submissions and the number of ethics committees filed in the filing system have all increased significantly after the pilot work, with growth percentages of 126%, 141% and 62% respectively. Conclusions:Shandong Province clinical research pilot work has begun to bear fruit, the current clinical research project still exists in the lack of special funding support, perfect service platform and system support and training system to be improved and other issues.
9.Effects of Limb Ischemic Preconditioning on Brain Metabolism of Ischemic Moyamoya Disease: A Positron Emission Tomography and Statistical Parametric Mapping Study
Yusheng SU ; Yunchuan MA ; Man WANG ; Linying ZHANG
Chinese Journal of Rehabilitation Theory and Practice 2015;21(9):1064-1068
Objective To observe the brain glucose metabolism after limb ischemic preconditioning (LIPC) for ischemic moyamoya disease with positron emission tomography (PET) and statistical parametric mapping (SPM). Methods 62 patients with ischemic moyamoya disease were enrolled and randomized into LIPC group (n=31) and control group (n=31). The glucose metabolism of patients was analyzed with PET before and after treatment in both groups, using the methods of radioactivity ratio and SPM. Results The glucose metabolism ratio improved more in the LIPC group than in the control group (P<0.01), and aggravated less than in the control group (P<0.001). As setting the glucose metabolism increased after treatment, there were 7 areas activated in LIPC group, including frontal, temporal and parietal lobes, and the KE=1121; while there were 5 areas activated in the control group, including frontal and parietal lobes, and the KE=292. As setting the glucose metabolism decreased after treatment, there was only frontal area activated in LIPC group, while there were 8 areas activated in the control group, including frontal, parietal, occipital lobes, and the KE=629. Conclusion LIPC may improve the brain glucose metabolism in patients with moyamoya disease, which can be observed with PET and SPM.
10.Effects of botulinum toxin type A on the expression of alpha-SMA and myosin-II of fibroblasts in scars.
Tongtong YAN ; Minliang CHEN ; Kui MA ; Liming LIANG ; Chang LIU ; Linying LAI ; Xiaobing FU
Chinese Journal of Plastic Surgery 2014;30(2):118-121
OBJECTIVETo investigate the effects of botulinum toxin type A (BTXA) on the expression of alpha smooth muscle actin(alpha-SMA) and myosin-II of fibroblasts in scars. Methods Fibroblasts were isolated from tissue specimens of scars contracture. Cells from passages 3-5 were randomly divided into 3 groups (control group, low BTXA group (1 U/10(6) Cells), and high BTXA group (2.5 U/ 10(6)Cells)). Growth condition of fibroblasts was observed at 1 , 4, 7 day after BTXA treated. Changes of alpha-SMA and myosin-II in fibroblasts were detected by Western blot.
RESULTSFibroblasts grew well in control group. The proliferation was decreased 4 days later in BTXA groups. Lots of apoptotic cells were seen in high BTXA group at 7th day. Proteins of alpha-SMA and myosin-II in fibroblasts were statistically different between BTXA group and control groups at 4th day (P < 0.05). The expression of alpha-SMA and myosin-II in low BTXA group was higher than that in high BTXA group at 7th day (P < 0.05).
CONCLUSIONSBTXA could induce the apoptosis of fibroblasts and decrease the expression of alpha-SMA and myosin-II in fibroblasts. The inhibitory effect was strengthened with BTXA concentration increase within a certain range.
Actins ; metabolism ; Botulinum Toxins, Type A ; pharmacology ; Cicatrix ; Fibroblasts ; drug effects ; metabolism ; Humans ; Muscle, Smooth ; metabolism ; Myosin Type II ; metabolism ; Random Allocation


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