1.Research on dynamic monitoring of drug consumption based on seasonal Mann-Kendall trend test
Ziheng YU ; Chen CHEN ; Xiangyu YANG ; Lulu LI ; Shaohui ZHANG
China Pharmacy 2026;37(3):377-382
OBJECTIVE To investigate a dynamic monitoring of drug consumption (DMDC) model based on the seasonal Mann-Kendall trend test, aiming to provide scientific evidence for the efficient and macroscopic monitoring of drug use. METHODS A monitoring list of key outpatient drugs was established based on the top 20% of drugs ranked by sales volume in the outpatient pharmacy in October 2024. A DMDC model based on the Mann-Kendall trend test was constructed using the monthly usage data of key outpatient drugs from November 2021 to October 2024, aiming to eliminate the impact of seasonal fluctuations and analyze the temporal trends in drug consumption. Taking mucolytic expectorants, triazole derivatives for dermatophytosis, and single-agent hydroxymethylglutaryl coenzyme A (HMG-CoA) reductase inhibitors as examples, the monitoring effectiveness of the DMDC model was demonstrated, and its performance was compared with that achieved by the traditional sequential growth rate ranking method. RESULTS A total of 215 drug varieties were included in the monitoring list, and DMDC models were successfully established for all of them. Among these, 119 showed a significant increasing trend (P<0.05, S′>0). The model successfully monitored the monthly consumption of mucolytic expectorants, triazole derivatives for dermatophytosis, and single- agent HMG-CoA reductase inhibitors. The precision and recall rates of the DMDC model for identifying abnormal drug use were 60.7% and 85.0%, respectively, both significantly higher than those of the sequential growth rate ranking method (8.3% and 15.0%, respectively) (χ2=20.114, P<0.001; χ2=19.600, P<0.001). CONCLUSIONS DMDC model based on the seasonal Mann-Kendall trend test can effectively identify long-term trends in drug consumption, eliminate seasonal interference, enhance monitoring accuracy and management efficiency, and is suitable for the dynamic monitoring of drug consumption.
2.Study on the refined multi-campus management based on antibiotic use density and case mix index
Xiangyu YANG ; Lulu LI ; Ziheng YU ; Shaohui ZHANG
China Pharmacy 2026;37(15):2039-2044
OBJECTIVE To provide scientific evidence and practical references for refined antimicrobial stewardship in multi- branch medical institutions. METHODS Data of antibiotic use density (AUD) of inpatients as well as physician-level case mix index (CMI) were collected from the Liji Road main campus and Panlongcheng branch campus of our hospital from August 2023 to March 2026. The two-factor decomposition method was adopted to decompose total AUD variation into a level effect and structural effect. Grey relational analysis (GRA) was performed to quantify the correlation degree between ward CMI, physician CMI and physician AUD, so as to identify wards and physicians requiring targeted key intervention in different campuses. A refined antimicrobial management framework for multi-branch hospitals was constructed and implemented based on the above analytical results. An interrupted time series (ITS) model incorporating seasonal dummy variables was applied. The research period was divided into pre-intervention stage (August 2023 to March 2024) and post-intervention stage (April 2024 to March 2026). The temporal changing trends of AUD in two campuses were compared to evaluate management efficacy. RESULTS Driving factors for AUD variation presented significant heterogeneity between the two campuses. AUD variation in the main campus was dominated by level effect, while AUD variation in the branch campus was jointly affected by structural effect and level effect. The grey relational degrees of ward CMI and physician CMI with physician AUD were 0.901 and 0.882, respectively. After refined management implementation, AUD decreased by 7.48 DDDs/(100 bed·days) and 20.54 DDDs/(100 bed·days) in the main campus and branch campus, respectively; the rising trends of AUD in both campuses reversed to declining trends after intervention. CONCLUSIONS Driving factors of AUD variation under the multi-branch hospital model show obvious inter-campus heterogeneity. CMI is highly correlated with AUD. The refined management system developed via AUD attribution decomposition and CMI correlation analysis matches the differentiated clinical characteristics of multi- branch hospitals and effectively improves the precision of antimicrobial stewardship.
3.Analysis of the correlation of drug consumption index with DRG overspending and its threshold effect in a hospital
Xiangyu YANG ; Lulu LI ; Ziheng YU ; Shaohui ZHANG
China Pharmacy 2025;36(1):113-116
OBJECTIVE To explore the correlation between drug consumption index and diagnosis related groups (DRG) overspending cases,and provide a basis for hospitals to optimize the cost structure and strengthen the refined management.METHODS Based on the data of DRG patients enrolled in a third-grade class A hospital from September to November 2023,the multivariate Logistic regression model and restricted cubic spline (RCS) model were used to analyze the correlation of drug consumption index with DRG overspending cases and its threshold effect,respectively.At the same time,rational drug use evaluation was conducted based on the drug consumption index,precise cost control and management were carried out,and the changes in the main pharmaceutical indicators of the whole hospital were analyzed before control (January-June 2023) and after control (January-June 2024).RESULTS The results of multivariate Logistic regression analysis showed that long hospitalization days,high drug consumption index,transfer to other departments and combined diabetes mellitus were the risk factors for DRG overspending (P<0.05).The results of the RCS model showed that the drug consumption index had a non-linear relationship with DRG overspending.When the drug consumption index was ≥0.64,the drug consumption index was positively correlated with the risk of DRG overspending(P<0.05).Compared with the same period before the control,medical cost per time,drug cost per time and drug consumption index decreased significantly after the control (P<0.01).CONCLUSIONS The drug consumption index is a risk factor for DRG overruns,there is a non-linear relationship and threshold effect between it and DRG overruns.Each hospital can set a reasonable threshold and implement dynamic monitoring and intervention by comprehensively considering the actual drug usage,disease spectrum characteristics,and cost control targets,as well as factors such as medical quality,patient needs,and the payment capacity of medical insurance,which can effectively achieve precise control over drug usage.
4.Mass Transfer in a Curved Hollow Fiber Bioreactor for Artificial Liver
Ziheng WANG ; Shaofeng XU ; Yifan YU ; Zichen WANG ; Xuechang ZHANG
Journal of Medical Biomechanics 2024;39(6):1204-1211
Objective To study the effect of a curved hollow-fiber bioreactor on the mass transfer in an artificial liver to provide references for the optimal design of new bioreactor structures and operation parameters for clinical treatment.Methods A computational fluid dynamics(CFD)model of a hollow fiber bioreactor was established using numerical simulation.The diffusion and convection mass transfer in the hollow fiber bioreactor were considered by the K-K equation and Darcy's law.The effects of the bending count and bending amplitude on the mass transfer behavior in a hollow fiber bioreactor were analyzed.Results Dean vortices were generated in the curved hollow fiber bioreactor owing to the centrifugal force.This promoted solute remixing in the tube and thereby,diffusion mass transfer.Meanwhile,the higher transmembrane pressure in the curved hollow fiber bioreactor also promoted convection mass transfer.Consequently,the Dean vortices and high transmembrane pressure increased the solute clearance rate.When the bending counts were 0,3,6,9,and 12 and the bending amplitude was 1 mm,the bilirubin clearance rates were 113.44,117.95,121.89,129.89,and 140.57 mL/min respectively.When the bending amplitudes were 0,0.5,1.0,1.5,and 2.0 mm and the bending count was three,the bilirubin clearance rates were 113.44,115.45,117.95,120.16,and 123.14 mL/min,respectively.Conclusions The curved hollow fiber bioreactor improved the toxin removal efficiency in the artificial liver.
5.Experience of medical transition from adolescents with congenital heart disease to adults:a meta-synthesis of qualitative research
Wanhui YU ; Zhaomei CUI ; Jiajing CHI ; Ziheng JIN ; Xiaoyu GOU ; Mengjie LI ; Nan LU ; Lijuan YANG
Chinese Journal of Nursing 2024;59(2):219-227
Objective To systematically evaluate qualitative studies on the experience of transition from adolescent to adult medical care for patients with congenital heart disease(CHD),and to provide a reference for exploring CHD transition management options and developing intervention strategies.Methods A computerized search of PubMed,Embase,Web of Science,Cochrane Library,EBSCO,CINAHL,China Knowledge Network,Wanfang database,Vipshop database,and China Biomedical Literature Database for qualitative studies on the transition experience of CHD patients from adolescence to adult medical care was conducted for the period from the establishment of the database to April 2023.The quality of the literature was evaluated using the Joanna Briggs Institute(JBI)Australian Centre for Evidence-Based Health Care Quality Assessment Criteria for Qualitative Research(2016),and the results were integrated using meta-integration methods.Results A total of 9 studies were included,and 49 research results were extracted,and 11 categories were summarized.The final synthesis included 4 integrated results:①Complex attitudes towards healthcare transition,with both attachment and expectation:attachment to paediatric healthcare providers,expectation of transition to adult healthcare providers.(2)Facing multiple healthcare transition challenges:lack of adequate preparation for healthcare transition,parents withdrawing from the role of disease manager,large differences in services between paediatric and adult healthcare providers.③Expect to receive multiple supports:expect to receive comprehensive health education from healthcare personnel,expect healthcare institutions to set up healthcare transition counselling clinics and achieve handover of illness,expect to receive companionship and support from parents,expect to receive understanding and help from peers.④ Per-ceived benefits of medical transition:increased ability to manage illness,role change and personal growth.Conclusion Adolescents with CHD have a complex experience of transitioning to adult healthcare,and healthcare professionals should be attentive to their feelings,encourage them to deal with challenges positively,and provide adequate information and joint parental and peer support to facilitate a smooth transition to adult healthcare for adolescents.
6.Danggui Shaoyaosan Regulates Autophagy via AMPK/mTOR/ULK1 Signaling Pathway in Rat Model of Metabolism-associated Fatty Liver Disease
Yaning BIAO ; Chenxu LIU ; Yixin ZHANG ; Yi XIAO ; Ziheng WEI ; Zehe YU ; Ran CAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):9-16
ObjectiveTo investigate the regulatory effect of Danggui Shaoyaosan on adenosine monophosphate-activated protein kinase (AMPK)/mammalian target of rapamycin (mTOR)/Unc-51-like kinase-1 (ULK1) signaling pathway in the rat model of metabolism-associated fatty liver disease (MAFLD). MethodSixty SD rats were randomized into control, model, western medicine (polyene phosphatidylcholine capsules,0.144 g·kg-1), and low-, medium-, and high-dose (2.44, 4.88, 9.76 g·kg-1, respectively) Danggui Shaoyaosan groups. After being fed with a high-fat diet for 8 weeks, the rats in each group were administrated with corresponding drugs for 4 weeks. At the end of drug treatment, serum and liver tissue were collected for subsequent determination of related indicators. ResultCompared with the control group, the model group showed increased contents of total cholesterol (TC), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C) and activities of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) in the serum, increased contents of TC, TG, and free fatty acids (FFAs) in the liver (P<0.01), and decreased content of high-density lipoprotein cholesterol (HDL-C) in the serum (P<0.01). Furthermore, the model group showed down-regulated protein levels of p-AMPK, microtubule-associated protein 1 light chain 3B (LC3B) Ⅱ, Beclin1, and ULK1 (P<0.01) and up-regulated protein levels of p-mTOR and ubiquitin-binding protein p62 in the liver (P<0.01). The hepatic steatosis was obvious and the NAFLD activity score (NAS) and oil red O staining area increased in the model group, (P<0.05, P<0.01). Compared with the model group, Danggui Shaoyaosan reduced the contents of TC and TG and the activities of ALT and AST in the serum, lowered the levels of TC, TG, and FFA in the liver, down-regulated the protein levels of p-mTOR and p62 (P<0.01), elevated the serum HDL-C level, and up-regulated the protein levels of p-AMPK, LCBⅡ, Beclin1, and ULK1 in the liver (P<0.05, P<0.01). Moreover, it alleviated hepatic steatosis and decreased the NAS and oil red O staining area (P<0.05, P<0.01). ConclusionDanggui Shaoyaosan has therapeutic effect on MAFLD rats by regulating AMPK/mTOR/ULK1 signaling pathway to enhance autophagy.
7.Progress and Clinical Applications of Crohn’s Disease Exclusion Diet in Crohn’s Disease
Duo XU ; Ziheng PENG ; Yong LI ; Qian HOU ; Yu PENG ; Xiaowei LIU
Gut and Liver 2024;18(3):404-413
Crohn’s disease is a chronic intestinal inflammatory disorder of unknown etiology. Although the pharmacotherapies for Crohn’s disease are constantly updating, nutritional support and adjuvant therapies have recently gained more attention. Due to advancements in clinical nutrition, various clinical nutritional therapies are used to treat Crohn’s disease. Doctors treating inflammatory bowel disease can now offer several diets with more flexibility than ever. The Crohn’s disease exclusion diet is a widely used diet for patients with active Crohn’s disease. The Crohn’s disease exclusion diet requires both exclusion and inclusion. Periodic exclusion of harmful foods and inclusion of wholesome foods gradually improves a patient’s nutritional status. This article reviews the Crohn’s disease exclusion diet, including its structure, mechanisms, research findings, and clinical applications.
8.Mass Transfer in a Curved Hollow Fiber Bioreactor for Artificial Liver
Ziheng WANG ; Shaofeng XU ; Yifan YU ; Zichen WANG ; Xuechang ZHANG
Journal of Medical Biomechanics 2024;39(6):1204-1211
Objective To study the effect of a curved hollow-fiber bioreactor on the mass transfer in an artificial liver to provide references for the optimal design of new bioreactor structures and operation parameters for clinical treatment.Methods A computational fluid dynamics(CFD)model of a hollow fiber bioreactor was established using numerical simulation.The diffusion and convection mass transfer in the hollow fiber bioreactor were considered by the K-K equation and Darcy's law.The effects of the bending count and bending amplitude on the mass transfer behavior in a hollow fiber bioreactor were analyzed.Results Dean vortices were generated in the curved hollow fiber bioreactor owing to the centrifugal force.This promoted solute remixing in the tube and thereby,diffusion mass transfer.Meanwhile,the higher transmembrane pressure in the curved hollow fiber bioreactor also promoted convection mass transfer.Consequently,the Dean vortices and high transmembrane pressure increased the solute clearance rate.When the bending counts were 0,3,6,9,and 12 and the bending amplitude was 1 mm,the bilirubin clearance rates were 113.44,117.95,121.89,129.89,and 140.57 mL/min respectively.When the bending amplitudes were 0,0.5,1.0,1.5,and 2.0 mm and the bending count was three,the bilirubin clearance rates were 113.44,115.45,117.95,120.16,and 123.14 mL/min,respectively.Conclusions The curved hollow fiber bioreactor improved the toxin removal efficiency in the artificial liver.
9.CircRNA-SCAF8 promotes vascular endothelial cell pyroptosis by regulating the miR-93-5p/TXNIP axis.
Bing WANG ; Xinyu YU ; Tianchi CHEN ; Chenyang QIU ; Wei LU ; Xiangtao ZHENG ; Ziheng WU
Journal of Zhejiang University. Medical sciences 2023;52(4):473-484
OBJECTIVES:
To investigate the role and mechanism of circRNA-SR-related CTD associated factor 8 (SCAF8) in regulating endothelial cell pyroptosis in high glucose environment.
METHODS:
Human umbilical vein endothelial cells (HUVECs) were cultured and divided into six groups. The normal control group and high glucose control group were cultured in cell culture medium with 5 and 33 mmol/L glucose, respectively. The RNA control group, circRNA-SCAF8 inhibition group, miR-93-5p overexpression group and miR-93-5p inhibition group were added with non-functional siRNA, circRNA-SCAF8 inhibitor, miR-93-5p overexpression molecule and miR-93-5p inhibitor in high glucose environment, respectively. Cell viability and pyroptosis were detected by cell counting kit-8 (CCK-8) assay, flow cytometry and Hoechst 33342/propidium iodide fluorescence double staining. Western blotting and enzyme-linked immunosorbent assay were used to detect the expression of pyroptosis-related factors including apoptosis-associated speck-like protein containing a CARD (ASC), cysteine aspartic acid specific protease-1 (caspase-1) and Gasdermin D (GSDMD), NOD like receptor protein 3 (NLRP-3), thioredoxin interacting proteins (TXNIP), IL-18 and IL-1β. The expression of circRNA-SCAF8, miR-93-5p and TXNIP was detected by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Fluorescence in situ hybridization (FISH) was used to locate circRNA-SCAF8 and miR-93-5p. Dual luciferase assay was used to verify the targeted regulatory relationship between miR-93-5p and upstream and downstream molecules.
RESULTS:
Compared with the RNA control group, the cell survival rate of circRNA-SCAF8 inhibition group and miR-93-5p overexpression group increased (both P<0.01), the pyroptosis decreased (both P<0.01), and the expressions of pyroptosis-related factors such as TXNIP, NLRP-3, caspase-1, GSDMD, ASC, IL-18 and IL-1β were significantly decreased (all P<0.05). The expression of miR-93-5p was significantly increased after inhibition of circRNA-SCAF8 (P<0.01), and the expression of circRNA-SCAF8 tended to decrease after overexpression of miR-93-5p, but with no statistical significance (P>0.05). Dual luciferase assay showed that miR-93-5p downre-gulated circRNA-SCAF8 expression by binding to the 3 ´ UTR region of circRNA-SCAF8, and miR-93-5p downregulated TXNIP expression by binding to the 3 ´ UTR region of TXNIP. FISH showed that circRNA-SCAF8 and miR-93-5p were both located in the cytoplasm and were highly associated in the cells. qRT-PCR showed that the relative expression of TXNIP increased or decreased after overexpression or inhibition of miR-93-5p compared with the RNA control group, respectively (both P<0.05), suggesting that miR-93-5p could regulate TXNIP gene expression.
CONCLUSIONS
CircRNA-SCAF8/miR-93-5p/TXNIP axis is involved in the regulation of pyroptosis in HUVECs under high glucose.
Humans
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Factor VIII
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RNA, Circular
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Endothelial Cells
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Interleukin-18
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Pyroptosis
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In Situ Hybridization, Fluorescence
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Caspase 1
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MicroRNAs/genetics*
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Carrier Proteins/genetics*
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RNA-Binding Proteins
10.Observation of dendrite osteocytes of mice at different developmental stages using Ploton silver staining and phalloidin staining.
Shuhao FENG ; Liangxiao BAO ; Gengtao QIU ; Zheting LIAO ; Zhonghao DENG ; Nachun CHEN ; Yuhao CHU ; Ziheng LUO ; Yu JIN ; Xiaoyu LI ; Yingzi YANG ; Liang ZHAO
Journal of Southern Medical University 2020;40(11):1656-1661
OBJECTIVE:
To assess the value of Ploton silver staining and phalloidin-iFlour 488 staining in observation of the morphology of osteocyte dendrites of mice at different developmental stages.
METHODS:
The humerus and femurs were harvested from mice at 0 (P0), 5 (P5), 15 (P15), 21 (P21), 28 (P28), and 35 days (P35) after birth to prepare cryo-sections and paraffin sections. HE staining of P35 mouse femur sections served as a reference for observing osteocytes in the trabecular bone and cortical bone. The humeral sections at different developmental stages were stained with Ploton silver staining to observe the morphology of osteocytes and canaliculi, and the canalicular lengths in the cortical and trabecular bones of the humerus of the mice in each developmental stage were recorded. The cryo-sections of the humerus from P10 and P15 mice were stained with phalloidin iFlour-488 to observe the morphology of osteocytes and measurement of the length of osteocyte dendrites in the cortical bone.
RESULTS:
In the trabecular bone of the humerus of P0-P15 mice, Ploton silver staining only visualized the outline of the osteocytes, and the morphology of the canaliculi was poorly defined. In P21 or older mice, Ploton silver staining revealed the morphology of the trabecular bone osteocytes and the canaliculi, which were neatly arranged and whose lengths increased significantly with age (P21
CONCLUSIONS
Mouse osteocyte dendrites elongate progressively and their arrangement gradually becomes regular with age. Ploton silver staining can clearly visualize the morphology of the osteocytes and the canaliculi in adult mice but not in mice in early stages of development. Phalloidin iFlour-488 staining for labeling the cytoskeleton can be applied for mouse osteocytes at all developmental stages and allows morphological observation of mouse osteocytes in early developmental stages.
Animals
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Bone and Bones
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Dendrites
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Mice
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Osteocytes
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Phalloidine
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Silver Staining

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