1.Network pharmacology-based study of the mechanism of Ginkgo biloba extract (GBE) in the treatment of atherosclerosis by activating PPARγ
Ziyuan WANG ; Hui TAO ; Yingxue XIAO ; Zhiqi YIN
Journal of China Pharmaceutical University 2025;56(2):225-235
To investigate the effect of Ginkgo biloba extract (GBE) on lipids accumulation and the progression of atherosclerosis(AS), ApoE-/- mice fed with HFD were injected i.g. with two different doses of GBE (GBE-L 50 mg/(kg·d) or GBE-H 150 mg/(kg·d)) for 9 weeks. The core targets and potential mechanisms of GBE therapy for AS were investigated using network pharmacological target prediction. Subsequently, oxidized low-density lipoprotein (ox-LDL)-induced THP-1 was used to investigate the effect of GBE on foam cell formation through oil red staining and Dil-oxLDL fluorescent staining. The mRNA alterations in cholesterol uptake and efflux receptors were detected by real-time quantitative PCR. Finally, the impact of GBE on the expression of PPARγ as the core target was assessed through Western blot and immunofluorescence. It was found that GBE improved serum lipid profile, reduced necrotic cores and lipid deposition in aortic root plaques, and decreased the level of inflammatory factors in serum of ApoE-/- mice. Moreover, GBE treatment reduced the level of intracellular lipid accumulation and inhibited cholesterol uptake and efflux to alleviate foam cell formation. GBE activated PPARγ to enhance ABCA1/ABCG1-induced cholesterol efflux in THP-1. These results suggest that GBE can suppress lipid accumulation and alleviate foam cell formation by activating PPARγ pathway.
2.Monitoring of mutation evolution of 128 genes in acute myeloid leukemia based on high-throughput NGS technology
Jie XIAO ; Xiaobo YAN ; Xiaoxuan WANG ; Yuquan LI ; Xing ZHANG ; Ziyuan LU ; Jixian HUANG
Journal of Leukemia & Lymphoma 2025;34(5):303-310
Objective:To investigate the patterns of mutation evolution in patients with acute myeloid leukemia (AML) during treatment and the possible clinical significances.Methods:A retrospective case series study was conducted. A total of 103 AML patients who were hospitalized at the Affiliated Yuebei People's Hospital of Medical College of Shantou University from November 2019 to August 2021 and underwent high-throughput next-generation sequencing (NGS) technology to detect the mutations of 128 AML-related genes in bone marrow samples were selected. Based on the NGS results, the somatic gene mutations in samples of patients collected at initial diagnosis (73 cases), complete remission (CR) (30 cases), non-remission (NR) (23 cases), and recurrence (12 cases) were analyzed, and the targeted drugs involved in the gene mutations detected in NR and recurrence samples were summarized.Results:The median age [ M ( Q1, Q3)] of onset for 103 patients was 58 (48, 66) years, including 64 males (61%) and 39 females (39%); 86 cases (83%) were primary AML, and 17 cases (17%) were secondary AML; at the initial diagnosis, 51 cases (50%) had normal karyotypes, 34 cases (33%) had abnormalities, and 18 cases (17.5%) were unknown. Compared with the CR samples, the mutation frequencies of FLT3 [29% (21/73) vs. 3% (1/30)], NPM1 [27% (20/73) vs. 3% (1/30)], NRAS [22% (16/73) vs. 3% (1/30)], and IDH2 [14% (10/73) vs. 0 (0/30)] were all higher in the initial diagnosis samples, and the differences were statistically significant (all P < 0.05); compared with the initial diagnosis sample, the median number of gene mutations in each CR sample was lower [4 (2, 5) vs. 7 (5, 9)], and the difference was statistically significant ( P < 0.001). However, there was no statistically significant difference in the median number of gene mutations in each patient between the initial diagnosis samples and the NR samples, the initial diagnosis samples and the recurrence samples, and the NR samples and the recurrence samples (all P > 0.05). Analysis of 14 patients with NGS data at initial diagnosis and CR showed that the same gene mutations could be detected at initial diagnosis and CR, such as DNAH23 (3 cases), USH2A (3 cases), etc; partial gene mutations were detected at initial diagnosis but were not detected at CR, including NRAS (5 cases), FLT3 (3 cases), ANKRD26 (3 cases), NPM1 (3 cases), ETV6 (3 cases), etc; ARID1B (1 case) and DNMT3A (1 case) were negative for mutations at initial diagnosis but positive upon reaching CR. Analysis of 14 patients with NGS data at initial diagnosis and NR showed that most gene mutations persisted at initial diagnosis and NR, such as DNMT3A (5 cases), NRAS (5 cases), KRAS (3 cases), RUNX1 (3 cases), etc; the mutant genes detected at initial diagnosis but not detected at NR included USH2A (2 cases), PCLO (2 cases), ATM (2 cases), FAT1 (2 cases), etc; partial gene mutations were not detected at initial diagnosis but were detected at NR, such as FAT1 (2 cases), TCF3 (2 cases), etc. Analysis of 5 patients with NGS data at CR and recurrence showed that some gene mutations were detected at both CR and recurrence, such as BCORL1 (1 case), ARID2 (1 case), SETD2 (1 case), VEGFC (1 case), etc; FLT1 (1 case) and GNAS (1 case) gene mutations were detected at CR but not detected at recurrence; at recurrence, some gene mutations that were not detected at CR were also detected, such as ANKRD26 (1 case), WT1 (1 case), etc. Among the 23 NR samples and 12 recurrence samples, the targets of drugs approved by US Food and Drug Administration or in clinical trials were detected in 14 (61%) and 5 (42%) samples respectively, including IDH1, IDH2, FLT3, KIT, KRAS, NRAS, SF3B1, U2AF1, and SRSF2. Conclusions:The number of gene mutations in AML patients during CR is significantly less than that at initial diagnosis, some gene mutations disappear when CR is achieved through treatment, but the majority of gene mutations persist during the treatment period, including NR and recurrence, suggesting that monitoring through NGS technology can help understand the evolution of gene mutations during AML treatment and discover the potential therapeutic targets.
3.Optimization of 18F-FDG PET/CT semi-quantitative diagnostic model for children with autoimmune encephalitis with epilepsy and negative MRI
Ziyuan LI ; Jing WU ; Shuqi WU ; Mingming CAO ; Suyun CHEN ; Ling LI ; Hui WANG ; Yafu YIN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(4):213-219
Objective:To investigate the value of 18F-FDG PET/CT imaging in the diagnosis of suspected autoimmune encephalitis (AE) in children with epilepsy and negative MRI. Methods:From May 2019 to August 2022, 94 suspected AE children (49 males, 45 females; age 1-15 years) with epilepsy and negative MRI who underwent brain 18F-FDG PET/CT imaging at Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine were retrospectively analyzed. All patients were divided into AE and non-AE groups based on clinical final diagnosis. The effectiveness of visual diagnosis was evaluated. The cortical lesion extent score (S), and SUV max, SUV mean and minimum of SUV (SUV min) of cortical lesions (L), basal ganglia (B) and thalamus (T) were measured and SUV ratios (SUVR) of L/B or L/T were obtained. Independent-sample t test or Mann-Whitney U test was used to analyze data. Binary logistic regression analysis was used to screen the diagnostic factors of AE, and a diagnostic model was established. The diagnostic efficiency was evaluated by ROC curve analysis and Delong test. Results:There were 53 cases in AE group and 41 cases in non-AE group. Based on visual analysis, the sensitivity, specificity and accuracy of 18F-FDG PET/CT for AE were 100%(53/53), 43.9%(18/41) and 75.5%(71/94), respectively. Differences of LSUV max, LSUV mean, LSUV min, L/BSUVR max, L/BSUVR mean, L/BSUVR min, L/TSUVR max, L/TSUVR mean, L/TSUVR min and S between AE and non-AE groups were statistically significant ( z=-6.74, t values: from -8.51 to -3.97, all P<0.001). ROC curve analysis showed that the AUC of L/BSUVR max was the highest (0.914) among visual analysis and semi-quantitative parameters. Logistic regression analysis showed that S (odds ratio ( OR)=11.40, 95% CI: 2.18-59.52, P=0.004), L/BSUVR max( OR=13.19, 95% CI: 2.11-82.51, P=0.006) and L/TSUVR max( OR=9.66, 95% CI: 1.57-59.55, P=0.015) were independent diagnostic factors for AE. Regression model was established: P=1/(1+ e - x), x=2.433×S+ 2.580×L/BSUVR max+ 2.267×L/TSUVR max-3.802. The AUC of this model was 0.948, with the sensitivity, specificity and accuracy of 98.1%(52/53), 90.2%(37/41) and 94.7%(89/94), respectively. The diagnostic efficacy of the optimized scoring system was consistent with the pre-optimization model, and were both superior to L/BSUVR max(both z=2.01, both P=0.040). Conclusion:The diagnostic model and scoring system based on the semi-quantitative analysis of 18F-FDG PET/CT have better diagnostic efficacy for AE and are superior to semi-quantitative parameters alone.
4.Association of individual and area level socioeconomic status with depressive symptoms for older adults—evidence from China Health and Retirement Longitudinal Study
Xu ZHANG ; Ziyuan WANG ; Shuduo ZHOU
Chinese Journal of Health Management 2024;18(2):114-119
Objective:To analyze the impact of individual and regional level socioeconomic characteristics on the mental health of middle-aged and older adults based on data from the China Health and Retirement Longitudinal Study.Methods:This study was a cohort study. Using the data from the China Health and Retirement Longitudinal Study, subjects without depression were screened in the baseline survey, the depression status of the selected subjects was tracked and observed for seven years. Descriptive statistical analysis, multivariate logistic analysis, joint analysis were used to analyze the influence of factors such as gender, personal annual income, education level, urban and rural areas, and eastern, central, and western regions on the risk of depression among middle-aged and elderly people.Results:The 7-year follow-up results showed that the prevalence of depression symptoms in the study subjects was 42.24%; compared with men, women′s risk of developing depression symptoms was significantly increased ( OR=1.782); compared with junior college education and above, middle school (including technical secondary school), primary and lower education levels had a significantly increased risk of developing depression symptoms ( OR=1.476, 2.134); compared with annual income of more than 10 000 yuan, subjects with an annual income of 10 000 yuan or below had significantly increased risk of developing depression symptoms ( OR=1.251). At the same time, compared with the urban area, the risk of developing depression symptoms was significantly increased in the rural areas ( OR=1.389). Compared with the eastern area, the risk of developing depression symptoms was significantly higher in the central and western areas ( OR=1.342, 1.730). The joint analysis results showed that compared with high-income and high-education men, low-income low-education women, high-income low-education women, low-income middle-education women, and high-income middle-education women were at the top four odd ratios for developing depression symptoms ( OR=5.050, 3.662, 3.047, 2.641); compared with men in eastern cities, rural women in the west, rural women in the middle, women in the western cities, and rural women in the east ranked the first four odd ratios for developing depression symptoms ( OR=4.286, 3.216, 2.642, 2.158). Conclusion:Socioeconomic factors at the individual and regional levels have a significant impact on the risk of developing depressive symptoms in middle-aged and older adults, and mental health management of middle-aged and older adults with low socioeconomic status should be strengthened.
5.A Rapid PCR-RFLP Method for Assessing Heterozygosity of Murraya paniculata Germplasm
Bocheng WANG ; Ziyuan CHEN ; Zhongyi HUA ; Hui TIAN ; Wenbo XIE ; Yuan YUAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(4):29-34
ObjectiveTo establish a rapid method for evaluating the heterozygosity of Murraya paniculata germplasm materials and provide as a foundation for developing germplasm breeding and innovation measures for M. paniculata. MethodSingle nucleotide polymorphisms (SNPs) were screened from the genome resequencing data of 65 plants of M. paniculata. A self-written script was used to transform 20 SNPs into restriction fragment length polymorphism (RFLP) markers. Polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was employed to detect the 20 RFLP markers in 12 M. paniculata germplasm accessions, and the heterozygosity of M. paniculata germplasm accessions was calculated based on the number of enzyme-cutting bands at the 20 RFLP marker sites. Plink was used to calculate the whole genome heterozygosity of 12 M. paniculata germplasm accessions, and the results obtained with different methods were compared. ResultThere was no significant difference in the heterozygosity calculated by the PCR-RFLP method and the genome resequencing method. The PCR-RFLP and genome resequencing methods identified 8 and 9 germplasm accessions, respectively, with a heterozygosity level less than 30%. Seven germplasm accessions with heterozygosity less than 30.00% were calculated by both methods. ConclusionThe PCR-RFLP method established in this study for evaluating the heterozygosity of M. paniculata germplasm demonstrates the precision of 87.5% and the accuracy of 77.8%. This method serves as a reference for developing heterozygosity evaluation methods in other medicinal plant germplasm resources.
6.Predictive value of controlling nutritional status score in the prognosis of patients with advanced diffuse large B-cell lymphoma
Huirong SHAN ; Xicheng CHEN ; Hao ZHANG ; Yuqing MIAO ; Fei WANG ; Yuye SHI ; Ling WANG ; Jingjing YE ; Ziyuan SHEN ; Wei SANG ; Hongfeng GE
Journal of Leukemia & Lymphoma 2024;33(2):104-109
Objective:To investigate the predictive value of controlling nutritional status (CONUT) score in the prognosis of patients with advanced diffuse large B-cell lymphoma (DLBCL).Methods:A retrospective case series study was performed. The clinical data of 654 patients newly diagnosed with advanced DLBCL diagnosed in 7 medical centers in Huaihai Lymphoma Working Group from October 2009 to January 2022 were retrospectively collected. All the patients received rituximab-based immune chemotherapy regimens. The patients were randomly assigned to the training set (458 cases) and the validation set (196 cases) in a 7:3 ratio. The clinicopathological data of patients were collected, and the CONUT score was calculated based on albumin, lymphocyte count, and total cholesterol. The optimal critical value of CONUT scote was determined by using MaxStat method. Kaplan-Meier method was used to draw survival curves; Cox proportional hazards model was used to make univariate analysis and multivariate analysis on the factors influencing overall survival (OS). The efficacy of CONUT score in combination with the International prognostic index (IPI) and an enhanced IPI (NCCN-IPI) in predicting OS was evaluated by using receiver operating characteristic (ROC) curves.Results:The median follow-up time of 654 patients was 38.1 months (95% CI: 35.3 months- 40.9 months), and the 5-year OS rate was 49.2%. According to the MaxStat method, the optimal critical value for CONUT score was determined to be 6 points. All the patients were classified into the normal nutritional status group (CONUT score ≤ 6 points, 489 cases) and the poor nutritional status group (CONUT score > 6 points, 165 cases). The results of the multivariate analysis showed that CONUT score > 6 points, male, lactate dehydrogenase >240 U/L, high white blood cell count, low hemoglobin level and age > 60 years were independent risk factors for OS of patients with advanced DLBCL (all P < 0.05). Patients in the poor nutritional status group (CONUT score > 6 points) had worse OS compared with that in the normal nutritional status group in the overall cohort of advanced DLBCL. Subgroup analysis revealed that among patients with Eastern Cooperative Oncology Group-performance status (ECOG PS) score < 2 points, IPI low-intermediate risk, IPI intermediate-high risk, NCCN-IPI low-intermediate risk, and NCCN-IPI intermediate-high risk, the patients in the poor nutritional status group (CONUT score > 6 points) had worse OS compared with that in the normal nutritional status group (CONUT score ≤ 6 points) (all P < 0.05). Conclusions:CONUT score has a certain value in the assessment of the prognosis of patients with advanced DLBCL, and its predictive efficacy is further improved when combined with IPI and NCCN-IPI.
7.Efficacy of modified electroconvulsive therapy combined with medication in inpatient schizophrenia patients and urban-rural differences
Hongcheng XIE ; Shuangshuang FENG ; Tingting WANG ; Junfan LIANG ; Jiajun REN ; Hongli ZHANG ; Ziyuan LIN ; Siru WANG ; Bo XIANG ; Kezhi LIU
Sichuan Mental Health 2024;37(6):497-501
BackgroundCombination of antipsychotic drugs and modified electroconvulsive therapy (MECT) is currently a commonly used method for treating schizophrenia, but its efficacy varies among different patient groups. ObjectiveTo explore the therapeutic effects of MECT on schizophrenia patients living in different urban versus rural environments, so as to provide references for the selection of treatment plans based on patients' residence. MethodsA total of 587 patients hospitalized at Luzhou Mental Health Center, Zigong Mental Health Center and Yibin Fourth People's Hospital from May 2018 to August 2022, who met the diagnostic criteria for schizophrenia in the Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-5) ,were included in the study. Patients were divided into two groups: medication-only group (n=106) and MECT combined with medication group (n=481). In MECT combined with medication group, 24 rural patients residing in urban areas were excluded, leaving the remaining patients divided into urban group (n=103) and rural group (n=354) based on their place of residence. Positive and Negative Syndrome Scale (PANSS) was used to assess the severity of symptoms. Clinical efficacy was evaluated using PANSS score reduction rate, and covariance analysis was used to compare the therapeutic effects of different patients. ResultsThe differences of reduction rate of PANSS total score, positive symptom scale score and negative symptom scale score as well as treatment effectiveness rate between MECT combined with medication group and medication-only group were statistically significant (F=11.149, 12.111, 31.725, χ2=14.010, P<0.01). Statistically significant differences were also observed in reduction rate of PANSS total score and positive symptom subscale score as well as treatment effectiveness rate between urban and rural patients in MECT combined with medication group (F=3.946, 4.523, χ2=4.033, P<0.05). ConclusionThe efficacy of MECT combined with medication may be superior to medication alone in the treatment of schizophrenia, and the combined therapy may be more effective in urban patients than that in rural patients, with potentially more pronounced improvements in positive symptoms.
8.Multi-level ranking classification algorithm for nuclear cataract based on AS-OCT image
Lixin FANG ; Yu ZHOU ; Yuanyuan GU ; Ziyuan JIANG ; Lei MOU ; Yang WANG ; Fang LIU ; Yitian ZHAO
Chinese Journal of Experimental Ophthalmology 2024;42(3):264-270
Objective:To investigate the diagnostic value of an intelligent assisted grading algorithm for nuclear cataract using anterior segment optical coherence tomography (AS-OCT) images.Methods:A diagnostic test study was conducted.AS-OCT image data were collected from 939 cases of 1 608 eyes of nuclear cataract patients at the Shanghai Tenth People's Hospital of Tongji University from November 2020 to September 2021.The data were obtained from the electronic case system and met the requirements for clinical reading clarity.Among them, there were 398 cases of 664 male eyes and 541 cases of 944 female eyes.The ages of the patients ranged from 18 to 94 years, with a mean age of (65.7±18.6) years.The AS-OCT images were labelled manually from one to six levels according to the Lens Opacities Classification System Ⅲ (LOCS Ⅲ grading system) by three experienced clinicians.This study proposed a global-local cataract grading algorithm based on multi-level ranking, which contains five basic binary classification global local network (GL-Net).Each GL-Net aggregates multi-scale information, including the cataract nucleus region and original image, for nuclear cataract grading.Based on ablation test and model comparison test, the model's performance was evaluated using accuracy, precision, sensitivity, F1 and Kappa, and all results were cross-validated by five-fold.This study adhered to the Declaration of Helsinjki and was approrved by Shanghai Tenth People's Hospital of Tongji University (No.21K216).Results:The model achieved the results with an accuracy of 87.81%, precision of 88.88%, sensitivity of 88.33%, F1 of 88.51%, and Kappa of 85.22% on the cataract dataset.The ablation experiments demonstrated that ResNet18 combining local and global features for multi-level ranking classification improved the accuracy, recall, specificity, F1, and Kappa metrics.Compared with ResNet34, VGG16, Ranking-CNN, MRF-Net models, the performance index of this model were improved.Conclusions:The deep learning-based AS-OCT nuclear cataract image multi-level ranking classification algorithm demonstrates high accuracy in grading cataracts.This algorithm may help ophthalmologists in improving the diagnostic accuracy and efficiency of nuclear cataract.
9.Validity and reliability of the Chinese version of the Coparenting Inventory for Parents and Adolescents in middle school students and parents
Jing WANG ; Aishu LIU ; Ziyuan CHI
Chinese Mental Health Journal 2024;38(6):520-527
Objective:To revise the Chinese version of the Coparenting Inventory for Parents and Adolescents(CI-PA)in middle school students and their parents to test the validity and reliability.Methods:Totally 691 middle school students were tested with the adolescent version of CI-PA,924 parents were tested with the parents'version of CI-PA.The sample was split randomly in half,and item analysis and exploratory factor analysis,confirmatory factor analysis,criterion validity analysis and convergent validity test were performed respectively.The Achenbach Youth Self-Report(YSR)and marital satisfaction subscale(MSS)of Olson Enrich Marital Inventory(ENRICH)were used to test the validity of the criterion.Totally 62 students and 70 parents were followed to complete the Chi-nese version of CI-PA 4 weeks after the first investigation.Results:Exploratory factor analysis showed that there were 37 and 25 items in the adolescent version and the parents'version respectively,3 factors were extracted,inclu-ding 3 dimensions of cooperation,triangulation and conflict.The factor loadings of each item ranged from 0.60 to 0.95,and the subscales explained the total variance ranged from 64.56%to 74.06%.Confirmatory factor analysis showed that all the 3 factors models fitted well in adolescent version(x2/df=1.32,1.30,1.41;CFI=0.99,0.99,0.99;TLI=0.99,0.99,0.98;RMSEA=0.03,0.03,0.03)and the parents'version(x2/df=1.20,1.33;CFI=0.99,0.99;TLI=0.99,0.99;RMSEA=0.02,0.03).Cooperation scores of the adolescent version were negatively correlated with the YSR scores(ICC=-0.18--0.27,Ps<0.01),triangulation and conflict scores of the adoles-cent version were positively correlated with the YSR scores(ICC=0.15-0.34,Ps<0.01).Cooperation scores of the parents'version were positively correlated with the MSS scores(ICC=0.52,0.47,Ps<0.01),triangulation and conflict scores of the parents'version were negatively correlated with the MSS scores(ICC=-0.28--0.47,Ps<0.01).The Cronbach's α of 3 dimensions were all above 0.72,the retest reliabilities(ICC)were all a-bove 0.54.Conclusion:The Chinese version of Coparenting Inventory for Parents and Adolescents(CI-PA)is valid and reliable in measuring the coparenting in Chinese adolescence families.
10.Study on Effects and Mechanism of Mollugin in Ferroptosis in Hepatocellular Carcinoma Cells
Yulang JIANG ; Yongxin YU ; Ziyuan WANG ; Ziyang PAN ; Mingyu SUN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(9):124-130
Objective To investigate the mechanism of inhibitory effect of mollugin on hepatocellular carcinoma based on the ferroptosis pathway.Methods HepG2 cells were cultured in vitro and divided into control group,mollugin low-(10 μmol/L),medium-(20 μmol/L),and high-dosage(40 μmol/L)groups based on the inhibitory concentration of 50%.The cell viability was detected by CCK-8 method,cytotoxicity was detected by LDH kit,and the ability of cell colony formation was observed by clone formation assay,the contents of GSH,MDA,ROS,SOD,superoxide,lipid peroxide and MMP were detected,the protein expression of ferroptosis suppressor protein 1(FSP1),GTP cyclohydrolase 1(GCH1),dihydroorotate dehydrogenase(DHODH)and glutathione peroxidase 4(GPX4)were detected by Western blot,the mRNA expression of FSP1,DHODH,GCH1 and GPX4 were detected using RT-qPCR.The effect of mollugin on cell viability and GSH,MDA contents of hepatocellular carcinoma cells were observed under overexpression and silencing of GPX4 by mollugin.Results The medium-and high-dose of mollugin could reduce the number of clone formation in HepG2 cells,decrease the GSH content and SOD activity of cells,increase the content of MDA,superoxide,lipid peroxides and ROS,and decreased MMP(P<0.001).The intervention of mollugin had no significant effect on the expressions of FSP1,GCH1,DHODH protein and mRNA in HepG2 cells,but could decrease the expression of GPX4 protein and mRNA(P<0.001).Overexpression and silencing experiments confirmed that GPX4 was the core target for the regulation of ferroptosis by mollugin.Conclusion Mollugin mainly exerts its anti-liver cancer effect by regulating GPX4 mediated ferroptosis.

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