1.Construction and Application Evaluation of an Integrated Traditional Chinese and Western Medicine Risk Prediction Model for Readmission in Patients with Stable Angina of Coronary Heart Disease:A Prospective Study Based on Real-World Clinical Data
Wenjie HAN ; Mingjun ZHU ; Xinlu WANG ; Rui YU ; Guangcao PENG ; Qifei ZHAO ; Jianru WANG ; Shanshan NIE ; Yongxia WANG ; Jingjing WEI
Journal of Traditional Chinese Medicine 2025;66(6):604-611
ObjectiveBy exploring the influencing factors of readmission in patients with stable angina of coronary heart disease (CHD) based on real-world clinical data, to establish a risk prediction model of integrated traditional Chinese and western medicine, in order to provide a basis for early identification of high-risk populations and reducing readmission rates. MethodsA prospective clinical study was conducted involving patients with stable angina pectoris of CHD, who were divided into a training set and a validation set at a 7∶3 ratio. General information, traditional Chinese medicine (TCM)-related data, and laboratory test results were uniformly collected. After a one-year follow-up, patients were classified into a readmission group and a non-readmission group based on whether they were readmitted. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for readmission. A risk prediction model of integrated traditional Chinese and western medicine was constructed and visualized using a nomogram. The model was validated and evaluated in terms of discrimination, calibration, and clinical decision curve analysis. ResultsA total of 682 patients were included, with 477 in the training set and 205 in the validation set, among whom 89 patients were readmitted. Multivariate logistic regression analysis identified heart failure history [OR = 6.93, 95% CI (1.58, 30.45)], wiry pulse [OR = 2.58, 95% CI (1.42, 4.72)], weak pulse [OR = 3.97, 95% CI (2.06, 7.67)], teeth-marked tongue [OR = 4.38, 95% CI (2.32, 8.27)], blood stasis constitution [OR = 2.17, 95% CI (1.06, 4.44)], phlegm-stasis mutual syndrome [OR = 3.64, 95% CI (1.87, 7.09)], and elevated non-high-density lipoprotein cholesterol [OR = 1.30, 95% CI (1.01, 1.69)] as influencing factors of readmission. These factors were used as predictors to construct a nomogram-based risk prediction model for readmission in patients with stable angina. The model demonstrated moderate predictive capability, with an area under the receiver operating characteristic curve (AUC) of 0.818 [95% CI (0.781, 0.852)] in the training set and 0.816 [95% CI (0.779, 0.850)] in the validation set. The Hosmer-Lemeshow test showed good calibration (χ² = 4.55, P = 0.80), and the model's predictive ability was stable. When the threshold probability exceeded 5%, the clinical net benefit of using the model to predict readmission risk was significantly higher than intervening in all patients. ConclusionHistory of heart failure, teeth-marked tongue, weak pulse, wiry pulse, phlegm-stasis mutual syndrome, blood stasis constitution, and non-high-density lipoprotein cholesterol are influencing factors for readmission in patients with stable angina of CHD. A clinical prediction model was developed based on these factors, which showed good discrimination, calibration, and clinical utility, providing a scientific basis for predicting readmission events in patients with stable angina.
2.Cadmium promotes senescence of annulus fibrosus cells via activation of PI3K/Akt signaling pathway
Xin LIU ; Man HU ; Wenjie ZHAO ; Yu ZHANG ; Bo MENG ; Sheng YANG ; Qing PENG ; Liang ZHANG ; Jingcheng WANG
Chinese Journal of Tissue Engineering Research 2024;28(8):1217-1222
BACKGROUND:Cadmium is a common environmental pollutant,which can damage multiple organs and tissues,such as the kidney and bone,but its effect on annulus fibrosus cells in the intervertebral disc has been less reported. OBJECTIVE:To investigate the effect of cadmium chloride on the senescence of annulus fibrosus cells and the role of PI3K/Akt signaling pathway. METHODS:Annulus fibrosus cells from Sprague-Dawley rat intervertebral discs were harvested and passage 3 cells were intervened with different concentrations of cadmium chloride(0,1,5,10,20 μmol/L).Cell viability and proliferation were detected by cell counting kit-8 assay.Transcriptome sequencing and Kyoto Encyclopedia of Genes and Genomes functional enrichment analysis were performed on annulus fibrosus cells with or without cadmium chloride addition.Passage 3 annulus fibrosus cells were divided into control group,cadmium chloride group and LY294002 group.Cell proliferation rate was detected by EdU method,positive cell rate was detected by senescence-associated β-galactosidase staining,and expressions of senescence-associated proteins(p16,p21 and p53)and p-Akt at protein and mRNA levels were measured by western blot,RT-PCR and immunofluorescence. RESULTS AND CONCLUSION:5 μmol/L cadmium chloride could inhibit the proliferation of annulus fibrosus cells.Results from the Kyoto Encyclopedia of Genes and Genomes functional enrichment analysis showed that the main signal transduction pathways included PI3K/Akt,cell cycle and p53 signaling pathways,which were related to cell senescence and proliferation.PI3K/Akt signaling pathways with significant differential expression were selected for validation.Compared with the control group,the EdU-positive rate was significantly decreased in the cadmium chloride group(P<0.05),while the β-galactosidase-positive rate,the expression of senescence-associated proteins(p16,p21 and p53)and p-Akt significantly increased(P<0.05).Compared with the cadmium chloride group,the EdU-positive rate and p-Akt expression were significantly decreased in the LY294002 group(P<0.05),while the β-galactosidase-positive rate and the expression of senescence-associated proteins(p16,p21 and p53)significantly increased(P<0.05).To conclude,cadmium chloride can regulate the senescence of annulus fibrosus cells by activating the PI3K/Akt signaling pathway,thereby inducing the occurrence and progression of intervertebral disc degeneration.
3.Mechanism of Sanhuang Ointment in Treatment of Haemorrhoids Based on Network Pharmacology and Experimental Verification
Wenjie LI ; Qian YU ; Yi ZHENG ; Yiliu YANG ; Xinyue ZHANG ; Guangzhe LI ; Mingming YAN
Chinese Journal of Modern Applied Pharmacy 2024;41(12):1591-1603
OBJECTIVE
To predict the core ingredients, targets and signaling pathways of Sanhuang ointment in the treatment of haemorrhoids based on network pharmacology, and preliminarily discuss the mechanism of action preliminarily by means of molecular docking and experimental verification.
METHODS
Active ingredients, targets and haemorrhoid related targets of Sanhuang ointment were obtained through literature research and database screening. Association networks were constructed and core targets were screened by Cytoscape, and gene function analysis and pathway enrichment analysis were conducted. Autodock Vina was used for molecular docking verification, and the regulatory effects of Sanhuang ointment on core targets were verified by ELISA and immunohistochemistry.
RESULTS
The 77 active ingredients and 61 potential targets of Sanhuang ointment for treating haemorrhoids were collected. KEGG showed that Sanhuang ointment could regulate calcium signaling pathways, neuroactive ligand receptor interactions, cGMP-PKG pathway, etc. Affect 6 core targets of CGRP, NK-1R, TRPV1, VEGF, IL-6 and TNF-α. Molecular docking showed that Sanhuang ointment had a good affinity with target protein, and animal experiments verified that Sanhuang ointment could inhibit the expression of IL-6, CGRP, substance P, and promote the expression of VEGF.
CONCLUSION
Sanhuang ointment may act on CGRP, NK-1R and other targets, regulate Calcium signaling pathway and PI3K-Akt pathways, and exert analgesic and anti-inflammatory effects, promoting blood circulation and removing blood stasis to treat haemorrhoids.
4.Network pharmacological analysis on Balanophora involucrata Hook.f.in treatment of hyperuricemia and its therapeutic effect on hyperuricemia cell model and hyperuricemia model mouse
Li LIU ; Linsheng HUANG ; Yongheng ZHAO ; Wenjie CAO ; Yongshuai QIAN ; Huifan YU ; Fei LI
Journal of Jilin University(Medicine Edition) 2024;50(1):58-70
Objective:To investigate the efficacy of Balanophora involucrata Hook.f.in treatment of hyperuricemia(HUA)based on network pharmacology,molecular docking,and hyperuricemia models in vivo and in vitro,and to clarify the main targets of its active components and related signaling pathway mechanism.Methods:The potential targets of Balanophora involucrata Hook.f.in treatment of HUA were identified by Databases such as the Traditional Chinese Medicine Database in Taiwan,the Chinese Herbal Medicine Identification Database,Professional Chemical Database,TargetNet Database,SwissTargetPrediction Database,GeneCards,Therapeutic Target Database(TTD),DrugBank Database,DisGeNET Database,Online Mendelian Inheritance in Man(OMIM)Database,and Venny Database.STRING Database and Cytoscape software were used to construct the active component-predictive target network and protein-protein interaction(PPI)network for Balanophora involucrata Hook.f.;topological analysis was used to select the main active components and core targets;Gene Ontology(GO)functional and Kyoto Encyclopedia of Genes and Genomes(KEGG)signaling pathway enrichment analysis were performed by R software;AutoDock Vina software was used for molecular docking validation.The NRK-52E cells were divided into blank control group,blank administration group,model group,and different concentrations(2.0,10.0,and 50.0 μmol·L-1)of erythrodiol(EDT)groups.High-performance liquid chromatography culture(HPLC)was used to detect the uric acid(UA)levels in the cell culture supernatants in various groups.The male ICR mice were divided into blank control group,blank administration group,model group,and EDT group;the mice in the last two groups were used to prepare the HUA models;kits were used to detect the levels of UA,creatinine(Cr),and blood urea nitrogen(BUN)in serum of the mice in various groups;the bilateral kidney tissue of the mice was harvested and weighed;the kidney indexes of the mice in various groups were calculated;TUNEL staining was used to observe the apoptosis in kidney tissue of the mice in various groups;Western blotting method was used to detect the expression levels of protein kinase B(AKT),phosphorylated AKT(p-AKT),phosphoinositide 3-kinase(PI3K),phosphorylated PI3K(p-PI3K),B-cell lymphoma-2(Bcl-2),Bcl-2-associated X protein(Bax),and matrix metalloproteinase-9(MMP-9)proteins in kidney tissue of the mice in various groups.Results:Six active components of Balanophora involucrata Hook.f.were identified,involving 116 intersecting targets and 14 core targets.The enrichment analysis yielded 1 828 GO terms and 145 signaling pathways.The molecular docking results showed that EDT had good binding activity with MMP-9.The high uric acid cell experiment results showed that compared with blank control group,the UA level in the cells in model group was significantly increased(P<0.01);compared with model group,the UA levels in the cells in 2.0,10.0,and 50.0 μmol·L-1 EDT groups were significantly decreased(P<0.01).Compared with blank control group,the levels of UA,Cr,and BUN in serum of the mice in model group were increased(P<0.01),and the kidney indexes were significantly increased(P<0.01);compared with model group,the levels of UA,Cr,and BUN in serum of the mice in EDT group were decreased(P<0.05 or P<0.01),and the kidney index was significantly decreased(P<0.05 or P<0.01).Compared with blank control group,the number of apoptotic cells in kidney tissue of the mice in model group was increased;compared with model group,the number of the apoptotic cells in kidney tissue of the mice in EDT group was significantly decreased.Compared with blank control group,the ratios of p-AKT/AKT and p-PI3K/PI3K and expression level of Bcl-2 protein in kidney tissue of the mice in model group were significantly decreased(P<0.05 or P<0.01),while the expression levels of Bax and MMP-9 proteins were significantly increased(P<0.01);compared with model group,the ratios of p-AKT/AKT and p-PI3K/PI3K and expression level of Bcl-2 protein in kidney tissue of the mice in EDT group were significantly increased(P<0.05 or P<0.01),and the expression levels of Bax and MMP-9 proteins were significantly decreased(P<0.01).Conclusion:The active component of Balanophora involucrata Hook.f.,EDT,has a UA-decreasing effect and may inhibit the apoptosis and alleviate the kidney injury by activating the PI3K/AKT signaling pathway.
5.Genome wide association study on genetic risk factors of deep vein thrombosis after trauma
Wenjie ZHANG ; Yu SU ; Shan LU ; Yuying CHEN ; Xiangyu CAO ; Lei LIU ; Li YANG ; Jun WU
Chinese Journal of Clinical Laboratory Science 2024;42(2):126-131
Objective To investigate the genetic risk factors of deep vein thrombosis(DVT)after trauma.Methods In a nested case-control study,50 patients with DVT after traumatic lower extremity fractures and 50 patients without DVT were recruited.The two groups were matched with gender,age and fracture sites.Preoperative venography was performed to diagnose DVT in trauma patients.Genome wide association study(GWAS)was used to investigate the genetic risk factors for preoperative DVT after traumatic lower ex-tremity fractures.Genomic DNA in leukocytes from blood sample was extracted and used for GWAS.Results GWAS was conducted based on 2 662 single nucleotide variants(SNV)which were dispersed in 144 interested genes.Ten genes were found to have signifi-cant association with trauma-related DVT,including cofactors of hemostasis mechanism,i.e.,THBD,F5,SERPIND1 and ITGA2,the factors related to vitamin K-dependent(VKD)carboxylation,i.e.,GGCX and CALU,and the members of cytochrome P450 family,i.e.,CYP1A1,CYP3A4,CYP2C19 and CYP2B6.Conclusion DVT after trauma might be regulated by the cofactors of hemostasis mechanism,the factors related to VKD carboxylation and the members of cytochrome P450 family.The results of our study may provide reference and inspiration for genetic susceptibility of preoperative DVT after trauma.
6.Analysis of Major Vertically Transmissible Pathogens and Their Detection Standards in SPF Chickens
Mengjie WANG ; Wenjie MA ; Yu PAN ; Jianxing CHEN ; He ZHANG ; Changyou XIA ; Yu'e WANG
Laboratory Animal and Comparative Medicine 2024;44(3):305-312
Specific pathogen-free(SPF)chickens are widely used in the research of avian diseases and vaccines.Vertically transmissible diseases are transmitted to chickens through vertical transmission,seriously affecting their survival rate,increasing production costs,and causing significant economic losses to the poultry industry,while severely impacting the breeding and use of SPF chickens.Therefore,it is crucial for researchers and managers to enhance their understanding of vertically transmissible pathogens in chickens and to develop effective monitoring measures.Quality monitoring is an important part of ensuring the quality of SPF chickens,with pathogen detection being the primary step.Based on this,it is necessary to cultivate qualified SPF chickens through purification methods and biosecurity measures.This paper reviews the major vertically transmissible pathogens in chickens,including viral pathogens,bacterial pathogens and mycoplasmas,as well as their detection methods.This study compares the differences in microbiological testing items and methods for SPF chickens between the U.S.corporate standard and the Chinese national standard.Analysis of the results shows that in both standards,vertically transmissible pathogens such as Escherichia coli,Proteus mirabilis,Salmonella,and avian leukosis are not included in the microbiological testing items for SPF chickens.Instead,these pathogens are characterized by mixed infections,and outbreaks can seriously affect flock health.To produce higher-quality SPF chickens,it is necessary to include these pathogens in the mandatory testing items.The aim of this paper is to help readers understand the relevant standards for microbiological monitoring of SPF chickens,the hazards of vertically transmissible pathogens,and prevention and control strategies,so as to provide a reference for the detection and purification of pathogens in SPF chickens.
7.Risk factors and prevention for implant treatment in patients with periodontitis
Chinese Journal of Stomatology 2024;59(4):383-388
In patients with periodontitis, due to problems of periodontal tissue infection as well as soft and hard tissues defects, it may lead to implant infection, gingival papilla loss, soft tissue recession and poor coordination with adjacent teeth. For such patients, periodontal infection should be actively controlled before dental implant therapy. In consideration of insufficient soft and hard tissues, alveolar ridge preservation and soft tissue augmentation procedure can be used to preserve or increase soft and hard tissues as much as possible. Multi-disciplinary treatment is often needed for occlusion problems and coordination with adjacent tooth. Periodontal maintenance treatment of implants and natural teeth is also necessary after implant therapy. This paper discussed these risk factors and strategies for prevention and control, in order to provide some clinical guidances for the implant treatment of periodontitis patients.
8.LSTM-XGBoost Based RR Intervals Time Series Prediction Method in Hypertensive Patients
Wenjie YU ; Hongwen CHEN ; Hongliang QI ; Zhilin PAN ; Hanwei LI ; Debin HU
Chinese Journal of Medical Instrumentation 2024;48(4):392-395
Objective The prediction of RR intervals in hypertensive patients can help clinicians to analyze and warn patients'heart condition.Methods Using 8 patients'data as samples,the RR intervals of patients were predicted by long short-term memory network(LSTM)and gradient lift tree(XGBoost),and the prediction results of the two models were combined by the inverse variance method to overcome the disadvantage of single model prediction.Results Compared with the single model,the proposed combined model had a different degree of improvement in the prediction of RR intervals in 8 patients.Conclusion LSTM-XGBoost model provides a method for predicting RR intervals in hypertensive patients,which has potential clinical feasibility.
9.Fluoroscopy-guided balloon dilation for esophageal strictures in patients with epidermolysis bullosa
Yujia ZUANG ; Juming YU ; Wenjie WU ; Yongde CHENG ; Jun WANG
Journal of Interventional Radiology 2024;33(8):865-869
Objective To explore the efficacy and safety of fluoroscopy-guided balloon dilation for esophageal strictures in patients with epidermolysis bullosa(EB).Methods The clinical data and follow-up results of EB patients,who received fluoroscopy-guided balloon dilation due to esophageal stricture at Shanghai Xinhua Hospital from May 2020 to May 2023,were retrospectively collected.The therapeutic efficacy and the prognosis of this treatment method were analyzed.Results A total of 17 EB patients received fluoroscopy-guided balloon dilation treatment due to dysphagia caused by esophageal stricture.Most esophageal strictures were single-site stenosis(13/17,76.5%)and it commonly occurred in the esophageal cervical segment(12/17,70.6%)and the upper thoracic segment(8/17,47.1%)of esophagus.Two patients developed esophageal bleeding after dilatation and no special treatment is required.No other post-treatment complications were observed.In most of the patients(15/17,88.2%)a long-term improvement of the dysphagia symptoms could be obtained after receiving a single balloon dilation treatment.By the last follow-up visit,most of the patients(15/17,88.2%)gained more weight when compared with their pre-treatment body weight,with an average increased weight of 2.97 kg.Conclusion Clinically,EB is a rare etiology that can cause an esophageal stricture.This esophageal stenosis is characterized by a single stenosis mostly located in the upper segment of the esophagus.Fluoroscopy-guided balloon dilation is an effective and safe treatment for this type of esophageal strictures.
10.The efficacy and safety of ibrutinib in the treatment of lymphoplasmacytic lymphoma/Waldenstr?m macroglobulinemia
Yanshan HUANG ; Wenjie XIONG ; Jingjing YUAN ; Ying YU ; Yuxi LI ; Yuting YAN ; Tingyu WANG ; Rui LYU ; Wei LIU ; Gang AN ; Yaozhong ZHAO ; Dehui ZOU ; Lugui QIU ; Shuhua YI
Chinese Journal of Hematology 2024;45(8):755-760
Objective:To explore the efficacy and safety of ibrutinib for the treatment of newly treated and relapsed refractory (R/R) lymphoplasmacytic lymphoma (LPL) /Waldenstr?m macroglobulinemia (WM) .Methods:Retrospectively collected clinical data of 98 cases of newly treated and R/R LPL/WM patients who received ibrutinib treatment at the Hematology & Blood Diseases Hospital of the Chinese Academy of Medical Sciences from March 2016 to June 2023, and analyzed their efficacy and safety.Results:A total of 98 LPL/WM patients were included, which consisted of 45 newly treated patients and 53 R/R patients. Of these, 74 were males (75.5%) and the cohort had a median age of 64 (42-87) years. Eighty-eight patients were eligible for efficacy evaluation with a median treatment time of 20.8 (2.1-55.0) months, a major remission rate (MRR) of 78.4%, and an overall response rate (ORR) of 85.2%. The MRR and ORR of the newly treated patients were 78.4% and 86.5%, respectively, whereas the MRR and ORR of the R/R patients were 78.4% and 84.3%, respectively. There were no statistically significant differences in MRR and ORR between the initial treatment and R/R patients (all P values >0.05) . The median follow-up period was 29.1 (2.9-50.3) months and the median overall survival time for newly treated and R/R patients was not reached. The median progression-free survival time was 23.5 (95% CI 10.5-36.5) months and 45.0 (95% CI 34.0-56.0) months, respectively, with no statistically significant differences (all P values >0.05) . There were 25 deceased patients and no deaths were related to ibrutinib treatment. The main adverse reactions of ibrutinib were thrombocytopenia (5.1%) , pneumonia (8.1%) , and hyperuricemia (21.4%) . The incidence of atrial fibrillation was 2.0%. Conclusion:Ibrutinib exhibits good efficacy and safety for newly treated and R/R LPL/WM patients.


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