1.Integrating Data Mining and Network Pharmacology to Explore the Optimization Strategy and Mechanism of Qishen Granules in Treating Coronary Heart Disease with Heart Failure
Jianwei YUE ; Jianglin XU ; Ligen DAO ; Jiale HE ; Jiangfeng ZHAO ; Jun WANG ; Zhi YANG ; Chun LI ; Wei WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(6):1454-1463
Objective To explore the optimization strategy of Qishen Granules in treating coronary heart disease with heart failure(CHD-HF)based on data mining and the pathogenic"toxin"theory,and to predict its active components and mechanisms using network pharmacology.Methods Literature on traditional Chinese medicine(TCM)for treating CHD-HF was collected from relevant databases,and prescriptions were screened and established into a database according to inclusion and exclusion criteria.Frequency,association rules,and hierarchical clustering analyses were performed using the Ancient and Modern Medical Case Cloud Platform.Network pharmacology techniques were applied to screen potential targets of the optimized combination for treating CHD-HF,and carry out the targets and pathways enrichment analysis.Results A total of 336 articles and 339 prescriptions involving 191 herbs were included,with 12 herbs used more than 100 times.The core drug combinations for treating CHD-HF included Astragali Radix,Poria,Salviae Miltiorrhizae Radix et Rhizoma,Glycyrrhizae Radix et Rhizoma,Chuanxiong Rhizoma,etc,while commonly used detoxifying herbs included Leonuri Herb,Coptidis Rhizoma,etc.Association rule analysis yielded 10 two-item associations and 17 three-item associations;clustering analysis grouped the data into 5 categories.Based on data mining and the pathogenic"toxin"theory,the combination for treating CHD-HF was optimized to include Astragali Radix,Salviae Miltiorrhizae Radix et Rhizoma,Aconiti Lateralis Radix Praeparata,Glycyrrhizae Radix et Rhizoma,Coptidis Rhizoma,and Taraxaci Herba.Network pharmacology analysis identified 366 common targets between the optimized combination and CHD-HF,with 16 core targets screened out.Kyoto Encyclopedia of Genes and Genomes(KEGG)analysis revealed significant enrichment in pathways such as cancer pathways,lipid and atherosclerosis,Rap1 signaling pathway,hypoxia-inducible factor 1(HIF-1)signaling pathway,phosphatidylinositol-3-kinase/protein kinase B(PI3K/Akt)signaling pathway,Ras signaling pathway,and mitogen-activated protein kinase(MAPK)signaling pathway.Conclusion TCM treatment for CHD-HF primarily focuses on replenishing qi and warming yang,activating blood circulation and resolving fluid retention.Based on data mining results and the pathogenic"toxin"theory,the formulation strategy of Qishen Granules for treating CHD-HF was optimized,potentially exerting therapeutic effects through anti-inflammatory,anti-apoptotic,and anti-hypoxia physiological processes.
2.Mechanism of Nuanxin Capsules in Treating Ischemic Heart Failure:A Network Pharmacology Approach with In Vivo Validation
Jianglin XU ; Yunfeng XU ; Chuangchang WANG ; Shujie HAN ; Jiangyang PENG ; Xia WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(9):2271-2279
Objective To investigate the therapeutic mechanism of Nuanxin Capsules(NXC)in ischemic heart failure(IHF)using network pharmacology and in vivo experimental validation.Methods Active components of NXC were retrieved from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP)and SwissTargetPrediction database.Potential IHF-related targets were predicted via OMIM and GeneCards databases.Shared targets between NXC and IHF were identified to construct a"NXC-shared targets-IHF"network.Key bioactive components were screened,and protein-protein interaction(PPI)networks were built using STRING database.Core target modules were analyzed via CytoHubba plugin in Cytoscape 3.7.2.Gene Ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway analyses were performed using Metascape.For in vivo validation,an IHF mouse model was established by permanent ligation of the left anterior descending coronary artery.After 4-week intervention,cardiac function/structure was assessed by echocardiography,histopathology by hematoxylin-eosin(HE)staining,lymphatic vessel density by immunofluorescence,and protein expression of vascular endothelial growth factor C(VEGFC)and vascular endothelial growth factor receptor 3(VEGFR3)by Western Blot.Results Network pharmacology identified 242 shared targets between NXC and IHF,with core components including apigenin,pongapin,naringenin,4',5,7,8-tetramethoxyflavone,and tangeretin.Four core molecular clusters were identified(e.g.,VEGFC,FLT4/VEGFR3).GO analysis revealed enrichment in cellular response to nitrogen compounds,positive regulation of cell migration/phosphorus metabolism,and inflammatory response modulation.KEGG pathways included cancer,lipid/atherosclerosis,and endocrine resistance pathways.In vivo experiments demonstrated that NXC significantly improved cardiac function,attenuated pathological changes and inflammatory infiltration,promoted lymphangiogenesis,and upregulated VEGFC/VEGFR3 protein expression in IHF mice.Conclusion NXC may ameliorate IHF by promoting cardiac lymphangiogenesis via VEGFC/VEGFR3 signaling.
3.Analysis and prediction of disease burden of idiopathic epilepsy in China
Xiaojun WANG ; Chenwei LI ; Jianglin RAN ; Zhiheng FENG ; Keke YANG ; Huiyuan PENG
Chinese Journal of Neuromedicine 2025;24(7):689-698
Objective:To describe the temporal trend of disease burden of idiopathic epilepsy in China from 1990 to 2021 and predict the incidence of idiopathic epilepsy in China from 2022 to 2035 to provide references for the formulation of relevant health policies and measures.Methods:Based on data from the Global Burden of Disease Study 2021 (GBD 2021) database regarding idiopathic epilepsy in China, changes in disease burden from 1990 to 2021 were acquired. Disease burden was quantified using age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), age-standardized disability-adjusted life years (DALYs) rate (ASDR) and their 95% uncertain interval (UI). Temporal trend analysis was performed using a linear regression model to estimate the estimated annual percent change (EAPC) and annual percentage change (APC) in incidence of idiopathic epilepsy and their 95% CI. Additionally, incidence and number of patients with idiopathic epilepsy in China from 2022 to 2035 were predicted using Bayesian age-period-cohort model. Results:The ASIR of idiopathic epilepsy increased from 22.35 per 100,000 population in 1990 (95% UI: 15.04-30.92 per 100,000 population) to 28.19 per 100,000 population in 2021 (95% UI: 19.03-37.89 per 100,000 population), with an EAPC of 0.12% (95% CI: -0.10%-0.34%); ASPR of idiopathic epilepsy increased from 189.27 per 100,000 population in 1990 (95% UI: 132.48-252.95 per 100,000 population) to 214.71 per 100,000 population in 2021 (95% UI: 150.10-278.56 per 100,000 population), with an EAPC of -0.32% (95% CI: -0.57%-0.06%); ASMR of idiopathic epilepsy decreased from 1.86 per 100,000 population in 1990 (95% UI: 1.59-2.24 per 100,000 population) to 0.80 per 100,000 population in 2021 (95% UI: 0.67-1.00 per 100,000 population), with an EAPC of -2.96% (95% CI: -3.09%-2.82%); ASDR of idiopathic epilepsy decreased from 178.60 per 100,000 population in 1990 (95% UI: 143.44-220.63 per 100,000 population) to 101.39 per 100,000 population in 2021 (95% UI: 72.51-139.40 per 100,000 population), with an EAPC of -2.38% (95% CI: -2.54%-2.22%). The prediction model showed that by 2035, the prevalence of idiopathic epilepsy in China will be 28.27 per 100,000 (95% CI: 23.19-38.66), with an estimated 394,928 incident cases (95% CI: 324,037-540,128). Conclusions:From 1990 to 2021, the ASIR and ASPR of idiopathic epilepsy in China show an upward trend, while the ASMR and ASDR hace a decline trend. Incidence of idiopathic epilepsy in China is expected to remain stable over the next decade.
4.Analysis and prediction of disease burden of idiopathic epilepsy in China
Xiaojun WANG ; Chenwei LI ; Jianglin RAN ; Zhiheng FENG ; Keke YANG ; Huiyuan PENG
Chinese Journal of Neuromedicine 2025;24(7):689-698
Objective:To describe the temporal trend of disease burden of idiopathic epilepsy in China from 1990 to 2021 and predict the incidence of idiopathic epilepsy in China from 2022 to 2035 to provide references for the formulation of relevant health policies and measures.Methods:Based on data from the Global Burden of Disease Study 2021 (GBD 2021) database regarding idiopathic epilepsy in China, changes in disease burden from 1990 to 2021 were acquired. Disease burden was quantified using age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), age-standardized disability-adjusted life years (DALYs) rate (ASDR) and their 95% uncertain interval (UI). Temporal trend analysis was performed using a linear regression model to estimate the estimated annual percent change (EAPC) and annual percentage change (APC) in incidence of idiopathic epilepsy and their 95% CI. Additionally, incidence and number of patients with idiopathic epilepsy in China from 2022 to 2035 were predicted using Bayesian age-period-cohort model. Results:The ASIR of idiopathic epilepsy increased from 22.35 per 100,000 population in 1990 (95% UI: 15.04-30.92 per 100,000 population) to 28.19 per 100,000 population in 2021 (95% UI: 19.03-37.89 per 100,000 population), with an EAPC of 0.12% (95% CI: -0.10%-0.34%); ASPR of idiopathic epilepsy increased from 189.27 per 100,000 population in 1990 (95% UI: 132.48-252.95 per 100,000 population) to 214.71 per 100,000 population in 2021 (95% UI: 150.10-278.56 per 100,000 population), with an EAPC of -0.32% (95% CI: -0.57%-0.06%); ASMR of idiopathic epilepsy decreased from 1.86 per 100,000 population in 1990 (95% UI: 1.59-2.24 per 100,000 population) to 0.80 per 100,000 population in 2021 (95% UI: 0.67-1.00 per 100,000 population), with an EAPC of -2.96% (95% CI: -3.09%-2.82%); ASDR of idiopathic epilepsy decreased from 178.60 per 100,000 population in 1990 (95% UI: 143.44-220.63 per 100,000 population) to 101.39 per 100,000 population in 2021 (95% UI: 72.51-139.40 per 100,000 population), with an EAPC of -2.38% (95% CI: -2.54%-2.22%). The prediction model showed that by 2035, the prevalence of idiopathic epilepsy in China will be 28.27 per 100,000 (95% CI: 23.19-38.66), with an estimated 394,928 incident cases (95% CI: 324,037-540,128). Conclusions:From 1990 to 2021, the ASIR and ASPR of idiopathic epilepsy in China show an upward trend, while the ASMR and ASDR hace a decline trend. Incidence of idiopathic epilepsy in China is expected to remain stable over the next decade.
5.Tangeretin attenuating inflammatory and oxidative stress injury via Nrf2/NQO1 pathway in rats with spinal cord injury
Jianglin WU ; Ming GAO ; Chaolun LIANG ; Kai WANG ; Junqiang XIAO ; Jiachang LIANG ; Yan LIN
International Journal of Traditional Chinese Medicine 2024;46(11):1462-1468
Objective:To explore the repairing effect and mechanism of tangeretin in rats with spinal cord injury.Methods:The rats were divided into sham-operation group, model group and tangeretin group according to random number table, with 8 rats in each group. Except for the sham-operation group, Allen hit method was used to make rat models in the other groups. After the model was successfully established, the tangeretin group was intragastrically administered with tangeretin 50 mg/kg, and the sham-operation group and the model group were intragastrically administered with an equal volume of normal saline once a day for 14 days. On days 0, 3, 7, and 14 after modeling, the motor function recovery of rats was assessed using the Basso-Beattie-Bresnahan (BBB) score; the morphological changes of the spinal cord tissues were observed using HE staining and Nissl staining; the SOD and GSH activities and MDA, IL-1β, TNF-α, and IL-10 levels in the spinal cord tissues of rats in each group were measured using ELISA kit detection; the GFAP and Neun expressions in the spinal cord tissues were detected by immunofluorescence; the IL-1β, TNF-α, IL-10, nuclear factor E2-related factor 2 (Nrf-2), and NAD (P) H-quinone oxidoreductase 1 (NQO-1) expressions in the spinal cord tissues were detected by Western blot.Results:Compared with the model group, the BBB score increased in the tangeretin group ( P<0.05), HE staining score decreased ( P<0.05), and the number of Nissl bodies increased ( P<0.05); the level of IL-10, SOD and GSH activities increased ( P<0.05), and IL-1β, TNF-α and MDA levels decreased in the spinal cord tissue ( P<0.05); GFAP fluorescence intensity decreased ( P<0.05) and NeuN fluorescence intensity increased ( P<0.05); the relative expression of IL-1β and TNF-α decreased ( P<0.05), and the relative expressions of IL-10, Nrf-2 and NQO-1 protein increased ( P<0.05). Conclusions:Tangeretin can exert anti-inflammatory and anti-oxidative stress effects through the Nrf2/NQO1 signaling pathway and alleviate early spinal cord injury in rats. On the other hand, it may promote the recovery of spinal cord injury by reducing glial scar generation and promoting neural cellogenesis.
6.Analysis on tumor immune microenvironment and construction of a prognosis model for immune-related skin cutaneous melanoma.
Meng WU ; Zheng WANG ; Jianglin ZHANG
Journal of Central South University(Medical Sciences) 2023;48(5):671-681
OBJECTIVES:
Malignant melanoma is a highly malignant and heterogeneous skin cancer. Although immunotherapy has improved survival rates, the inhibitory effect of tumor microenvironment has weakened its efficacy. To improve survival and treatment strategies, we need to develop immune-related prognostic models. Based on the analysis of the Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), and Sequence Read Archive (SRA) database, this study aims to establish an immune-related prognosis prediction model, and to evaluate the tumor immune microenvironment by risk score to guide immunotherapy.
METHODS:
Skin cutaneous melanoma (SKCM) transcriptome sequencing data and corresponding clinical information were obtained from the TCGA database, differentially expressed genes were analyzed, and prognostic models were developed using univariate Cox regression, the LASSO method, and stepwise regression. Differentially expressed genes in prognostic models confirmed by real-time reverse transcription PCR (real-time RT-PCR) and Western blotting. Survival analysis was performed by using the Kaplan-Meier method, and the effect of the model was evaluated by time-dependent receiver operating characteristic curve as well as multivariate Cox regression, and the prognostic model was validated by 2 GEO melanoma datasets. Furthermore, correlations between risk score and immune cell infiltration, Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) score, immune checkpoint mRNA expression levels, tumor immune cycle, or tumor immune micro-environmental pathways were analyzed. Finally, we performed association analysis for risk score and the efficacy of immunotherapy.
RESULTS:
We identified 4 genes that were differentially expressed in TCGA-SKCM datasets, which were mainly associated with the tumor immune microenvironment. A prognostic model was also established based on 4 genes. Among 4 genes, the mRNA and protein levels of killer cell lectin like receptor D1 (KLRD1), leukemia inhibitory factor (LIF), and cellular retinoic acid binding protein 2 (CRABP2) genes in melanoma tissues differed significantly from those in normal skin (all P<0.01). The prognostic model was a good predictor of prognosis for patients with SKCM. The patients with high-risk scores had significantly shorter overall survival than those with low-risk scores, and consistent results were achieved in the training cohort and multiple validation cohorts (P<0.001). The risk score was strongly associated with immune cell infiltration, ESTIMATE score, immune checkpoint mRNA expression levels, tumor immune cycle, and tumor immune microenvironmental pathways (P<0.001). The correlation analysis showed that patients with the high-risk scores were in an inhibitory immune microenvironment based on the prognostic model (P<0.01).
CONCLUSIONS
The immune-related SKCM prognostic model constructed in this study can effectively predict the prognosis of SKCM patients. Considering its close correlation to the tumor immune microenvironment, the model has some reference value for clinical immunotherapy of SKCM.
Humans
;
Melanoma/genetics*
;
Skin Neoplasms/genetics*
;
Tumor Microenvironment
;
Prognosis
7.C-reactive protein is associated with impaired working capacity in Chinese patients with ankylosing spondylitis in paid employment: the real-world evidence from Smart-phone SpondyloArthritis Management System
Xiaojian JI ; Yiwen WANG ; Lidong HU ; Lei WANG ; Xingkang LIU ; Chuan SONG ; Jiaxin ZHANG ; Jian ZHU ; Jianglin ZHANG ; Feng HUANG
Chinese Journal of Internal Medicine 2022;61(1):99-103
To investigate the relationship between serum C-reactive protein (CRP) levels and work impairment in patients with ankylosing spondylitis (AS) based on real-world evidence. Outpatients with confirmed AS at Chinese PLA General Hospital were recruited consecutively by Smart-phone SpondyloArthritis Management System (SpAMS) from April 2016 to April 2018. The relationship between CRP and work productivity and activity impairment questionnaire (WPAI) were evaluated. Five hundred and fifty-one outpatients with AS in paid employment were recruited. The presenteeism, overall work impairment, and activity impairment rates increased by 1.4% (1.1%, 1.8%), 1.1% (0.5%, 1.6%), and 1.7% (1.3%, 2.1%), respectively, for every 10 mg/L increase in the CRP level (all P value<0.01). However, the CRP level was not associated with absenteeism after adjusting for covariates [0.5%(-0.4%, 1.0%), P>0.05]. There is a significant association between increased serum CRP levels at baseline and the previous 7-day work impairment in patients with AS. Higher CRP levels contribute to worse presenteeism, overall work impairment, and activity impairment rates, which suggests the necessity of monitoring CRP on treatment, and also indicates that anti-inflammatory therapy may be effective for improving work productivity.
8.Recommendations for diagnosis and treatment of ankylosing spondylitis
Feng HUANG ; Jian ZHU ; Yuhua WANG ; Jianglin ZHANG ; Hongtao JIN ; Wen ZHANG ; Yin SU ; Yan ZHAO
Chinese Journal of Internal Medicine 2022;61(8):893-900
Ankylosing spondylitis (AS) is a chronic inflammatory disease mainly affecting the sacroiliac joints, spine and peripheral joints. In China, standardized diagnosis and treatment of AS is still to be popularized. Based on the evidence and guidelines from China and other countries, Chinese Rheumatology Association developed standardization of diagnosis and treatment of AS. The purposes are: (1) to standardize the diagnosis and evaluation of AS; (2) to promote rational use of non-steroidal anti-inflammatory drugs, biological as well as traditional disease modifying anti-rheumatic drugs, so as to improve the patient′s quality of life.
9.Risk of tuberculosis in patients with rheumatoid arthritis treated with biological and targeted drugs: meta-analysis of randomized clinical trials.
Xiaojian JI ; Lidong HU ; Yiwen WANG ; Siliang MAN ; Xingkang LIU ; Chuan SONG ; Jiaxin ZHANG ; Jian ZHU ; Jianglin ZHANG ; Feng HUANG
Chinese Medical Journal 2022;135(4):409-415
BACKGROUND:
Concerns exist regarding the potential development of tuberculosis in patients with rheumatoid arthritis (RA) treated with biological and targeted drugs. We assessed systematically whether biological therapy increased the risk of tuberculosis in patients with RA by meta-analysis of randomized controlled trials (RCTs).
METHODS:
A systematic literature search was conducted in PubMed, Embase, the Cochrane Library, and China Biology Medicine disc for RCTs evaluating biological therapy in patients with RA from inception through August 2021. Traditional meta-analysis and network meta-analysis were performed to compare the risk of tuberculosis for each biologics class in patients with RA. Peto odds ratio (Peto OR) and its 95% confidence interval (CI) were calculated as the primary effect measure.
RESULTS:
In total, 39 studies with 20,354 patients were included in this meta-analysis, and 82 patients developed tuberculosis. The risk of tuberculosis was increased in patients treated with biologics compared with non-biologics (Peto OR: 3.86, 95% CI: 2.36-6.32, P < 0.001). Also, tumor necrosis factor-α (TNF-α) inhibitors had a higher probability of developing tuberculosis than placebo (Peto OR: 3.98, 95% CI: 2.30-6.88, P < 0.001). However, network meta-analysis demonstrated that there was no significant difference in the risk of tuberculosis for each biologics class in patients with RA. Noticeably, tuberculosis was significantly more common in patients treated with a high dose compared with patients receiving a low dose of tofacitinib (Peto OR: 7.39, 95% CI: 2.00-27.31, P = 0.003).
CONCLUSION
This meta-analysis demonstrates the evidence of an elevated risk of tuberculosis in patients with RA treated with TNF-α inhibitors, and a dose-dependent elevated risk of tuberculosis in patients treated with tofacitinib.
Antirheumatic Agents/adverse effects*
;
Arthritis, Rheumatoid/drug therapy*
;
Humans
;
Network Meta-Analysis
;
Pharmaceutical Preparations
;
Randomized Controlled Trials as Topic
;
Tuberculosis/drug therapy*
10.The prediction of disease progression by 18Fluorodeoxyglucose-positron emission computed tomography/CT in patients with dermatomyositis and interstitial lung disease
Zheng ZHAO ; Kunpeng LI ; Yanyan WANG ; Lei PEI ; Zhiwei GUAN ; Jingyu JIN ; Jian ZHU ; Jianglin ZHANG ; Feng HUANG
Chinese Journal of Internal Medicine 2021;60(7):661-664
To investigate the predictive value of [ 18F]fluorodeoxyglucose-positron emission computed tomography(PET)/CT for disease progression in patients with dermatomyositis (DM) and interstitial lung diseases (ILD). Sixty-seven DM patients who underwent [ 18F] FDG-PET/CT imaging were retrospectively analyzed from January 2012 to September 2017 at PLA General Hospital. Their clinical manifestations and imaging characteristics were recorded. Compared with those chronically progressed (C-ILD), patients with rapid progression (RP-ILD) had significantly higher erythrocyte sedimentation rate (ESR) and standardized uptake value (SUV) in lungs ( P<0.05). In patients with RP-ILD, SUV in lungs was positively correlated with age, disease course, and ESR. Receiver operating characteristic curve analysis suggested that when lung SUV cut off value was 2.25, the sensitivity and specificity to predict disease progression was 77.8% and 72.8%, respectively. Old age, longer disease course, low creatine kinase level, higher ESR, and high SUV are prognostic factors for DM-associated ILD.

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