1.Upgrade and practice of the drug traceability code management system in children’s hospital under the “payment by code”background
Jinxiang LIN ; Suping LI ; Yanqing SU ; Dehui YE ; Xianwen CHEN ; Yushuang CHEN ; Zhihui JI ; Dongchuan LAI ; Xiayang WU
China Pharmacy 2026;37(3):288-293
OBJECTIVE To upgrade the drug traceability code management system for a pediatric hospital under the “payment by code” background, aiming to comprehensively enhance traceability integrity, efficiency, and compliance. METHODS Taking Xiamen Children’s Hospital as the implementation setting, a before-and-after control design was adopted to construct an intelligent drug traceability code management system through systematic upgrades involving the technology platform, core mechanisms, and coordination with medical insurance. Key interventions included: upgrading a traceability code management platform and designing a dynamic code pool; innovating differentiated traceability mechanisms for routine, split-dose, and special drugs; establishing a tiered early-warning and emergency response system; and constructing a data coordination and quality control system. The drug traceability code upload rate served as the primary outcome. Process indicators such as the root causes distribution of failed uploads and the duration of medication returns, and a comprehensive outcome (the number of insurance-flagged abnormal prescriptions) were also analyzed. The data between the baseline period (April 2025) and the observation period (June-August 2025) were compared and evaluated. RESULTS After the upgrade, the overall upload rate of drug traceability codes increased from 9.21% (baseline) to 99.86% (August 2025). The upload rate of traceability codes in previously unmanaged areas, such as the inpatient pharmacy and pharmacy intravenous admixture services, soared from 0 to nearly 100%. The proportion of non-uploads due to system issues fell from 66.44% (June 2025) to 2.62% (August Additionally, the number of insurance-flagged) abnormal prescriptions dropped sharply from 2 275.00 in the first “payment by code” policy month (July 2025) to 212.00 by the end of the observation period (August 2025), a 90.70% decrease. CONCLUSIONS The developed management system effectively addresses complex scenario challenges such as high-frequency drug splitting. It significantly enhances traceability code upload performance and ensures a high degree of compliance with medical insurance data requirements. These outcomes contribute to proactive risk mitigation against insurance claim denials and demonstrate a concurrent optimization of pharmacy operations.
2.Expert consensus on the implementation and management of drug selection for centralized volume-based procurement in medical institutions of Guangxi
Tingting LI ; Ganping ZHOU ; Yanqing CHEN ; Dongni WU ; Weiyan TANG ; Hongliang ZHANG
China Pharmacy 2026;37(7):829-834
OBJECTIVE To formulate the Expert Consensus on the Implementation and Management of Drug Selection for Centralized Volume-Based Procurement in Medical Institutions of Guangxi (hereinafter referred to as the “ Consensus ”), and to provide decision-making support and practical guidance for the drug selection and management of centralized volume-based procurement (hereinafter referred to as “centralized procurement”) drugs in medical institutions at all levels in Guangxi. METHODS A systematic review was conducted on the materials from previous batches of centralized procurement implemented in Guangxi. A comprehensive search was carried out for drug-related works and books, along with a systematic collation of guidelines on drug selection, expert consensus on centralized procurement, and policy documents. Through three rounds of specialized seminars, combined with existing evidence-based data and the practical drug selection experiences of medical institutions at various levels, this Consensus was formulated after thorough discussion and successive rounds of revision. RESULTS & CONCLUSIONS The Consensus systematically outlines the three key stages in the implementation of centralized procurement in medical institutions: procurement volume reporting, confirmation of agreed procurement volume, and procurement and usage implementation. It proposes drug selection strategies for centralized procurement bas ed on multiple dimensions, including specifications, dosage forms, packaging materials, fill volume, and manufacturing enterprises. In response to practical challenges encountered in the selection process, corresponding countermeasures are proposed, such as establishing a regularized information reserve mechanism, strengthening information technology support, and implementing categorized selection approaches. The Consensus advocates for medical institutions to construct an integrated “policy, data, and quality” decision-making system to promote full-cycle management of centralized procurement. This Consensus will provide scientific and practical guidance for medical institutions at all levels in Guangxi in the drug selection of centralized procurement, facilitating the smooth implementation and sustainable development of centralized procurement policies at the institutional level.
3.Exploring Intervention Effect of Atractylodis Macrocephalae Rhizoma Processed with Aurantii Fructus Immaturus Juice on Slow-transit Constipation and Its "Microbiota-Metabolism" Synergistic Regulation Mechanism Based on Theory of "Spleen Governing Transportation and Transformation"
Dan LI ; Xiaoxia LIU ; Xiaofen WANG ; Zuxin HE ; Junnan WEI ; Yanqing LIU ; Yuxuan GAO ; Ping LUO ; Fang WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):201-209
ObjectiveBased on the theory of "spleen governing transportation and transformation", this study investigates the efficacy of Atractylodis Macrocephalae Rhizoma processed with Aurantii Fructus Immaturus juice(AMR-AFI) in improving slow-transit constipation(STC), as well as the synergistic regulatory mechanism involving the microbiota-metabolism axis, thereby elucidating the scientific basis of its processing theory. MethodsAnimals were randomly divided into the control group, model group, positive drug(mosapride) group(3 mg·kg-1), and low-, medium-, and high-dose groups of AMR-AFI(3.9, 7.8, 15.6 g·kg-1). Except for the control group, the remaining five groups were induced with STC using loperamide hydrochloride. Following modeling, interventions were administered. All groups received continuous administration for 15 d, during which fecal samples, colon tissue, and serum were collected. Constipation improvement was assessed by measuring fecal moisture content and small intestinal propulsion rate, histological morphology of colonic tissue was observed via hematoxylin-eosin(HE) staining, and the levels of interleukin(IL)-6, tumor necrosis factor(TNF)-α, and IL-2 in serum were detected using enzyme-linked immunosorbent assay(ELISA). Furthermore, the microbial community structure in mouse feces was analyzed by 16S rRNA sequencing, while transcriptomic sequencing was employed to screen differentially expressed genes in colonic tissue, followed by gene ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG) enrichment analyses. Finally, Spearman correlation analysis was conducted to explore the association between differential microbiota and differential genes. ResultsCompared with the control group, the intestinal propulsion rate and fecal moisture content in the model group were significantly decreased(P<0.01), while serum levels of IL-6, TNF-α, and IL-2 were significantly elevated(P<0.01). HE staining showed damage and shedding of colonic mucosal epithelial cells, along with a reduction in goblet cells in the model group. In comparison with the model group, all treatment groups improved the pathological state of the colonic mucosa to varying degrees and reduced serum levels of IL-6, TNF-α, and IL-2(P<0.01). Among these, the high-dose group of AMR-AFI significantly increased the intestinal propulsion rate and fecal moisture content of rats(P<0.05, P<0.01). Further transcriptomic analysis revealed that a total of 104 differentially expressed genes were identified from comparisons between the model group and the control group, as well as between the model group and the high-dose group of AMR-AFI. These genes were mainly enriched in pathways closely related to STC pathogenesis, such as arachidonic acid metabolism and aldosterone-regulated sodium reabsorption. 16S rRNA sequencing results indicated that AMR-AFI reversed the structural imbalance of the gut microbiota in model mice, increased species richness, downregulated the relative abundance of pro-inflammatory bacteria such as Parasutterella, and enriched beneficial and butyrate-producing bacteria, including Lachnospiraceae_NK4A136_group, Ruminococcaceae, and Lachnospiraceae. Spearman correlation analysis further showed that the beneficial bacteria enriched in the AMR-AFI group were negatively correlated with genes involved in the arachidonic acid metabolic pathway and positively correlated with genes in the aldosterone-regulated sodium reabsorption pathway. In contrast, pro-inflammatory bacteria in the model group exhibited the opposite correlation trends. ConclusionAMR-AFI can effectively exert synergistic therapeutic effects on STC by regulating intestinal microbiota, arachidonic acid-mediated inflammatory metabolism, and aldosterone-regulated water-salt balance pathways.
4.Exploring Intervention Effect of Atractylodis Macrocephalae Rhizoma Processed with Aurantii Fructus Immaturus Juice on Slow-transit Constipation and Its "Microbiota-Metabolism" Synergistic Regulation Mechanism Based on Theory of "Spleen Governing Transportation and Transformation"
Dan LI ; Xiaoxia LIU ; Xiaofen WANG ; Zuxin HE ; Junnan WEI ; Yanqing LIU ; Yuxuan GAO ; Ping LUO ; Fang WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):201-209
ObjectiveBased on the theory of "spleen governing transportation and transformation", this study investigates the efficacy of Atractylodis Macrocephalae Rhizoma processed with Aurantii Fructus Immaturus juice(AMR-AFI) in improving slow-transit constipation(STC), as well as the synergistic regulatory mechanism involving the microbiota-metabolism axis, thereby elucidating the scientific basis of its processing theory. MethodsAnimals were randomly divided into the control group, model group, positive drug(mosapride) group(3 mg·kg-1), and low-, medium-, and high-dose groups of AMR-AFI(3.9, 7.8, 15.6 g·kg-1). Except for the control group, the remaining five groups were induced with STC using loperamide hydrochloride. Following modeling, interventions were administered. All groups received continuous administration for 15 d, during which fecal samples, colon tissue, and serum were collected. Constipation improvement was assessed by measuring fecal moisture content and small intestinal propulsion rate, histological morphology of colonic tissue was observed via hematoxylin-eosin(HE) staining, and the levels of interleukin(IL)-6, tumor necrosis factor(TNF)-α, and IL-2 in serum were detected using enzyme-linked immunosorbent assay(ELISA). Furthermore, the microbial community structure in mouse feces was analyzed by 16S rRNA sequencing, while transcriptomic sequencing was employed to screen differentially expressed genes in colonic tissue, followed by gene ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG) enrichment analyses. Finally, Spearman correlation analysis was conducted to explore the association between differential microbiota and differential genes. ResultsCompared with the control group, the intestinal propulsion rate and fecal moisture content in the model group were significantly decreased(P<0.01), while serum levels of IL-6, TNF-α, and IL-2 were significantly elevated(P<0.01). HE staining showed damage and shedding of colonic mucosal epithelial cells, along with a reduction in goblet cells in the model group. In comparison with the model group, all treatment groups improved the pathological state of the colonic mucosa to varying degrees and reduced serum levels of IL-6, TNF-α, and IL-2(P<0.01). Among these, the high-dose group of AMR-AFI significantly increased the intestinal propulsion rate and fecal moisture content of rats(P<0.05, P<0.01). Further transcriptomic analysis revealed that a total of 104 differentially expressed genes were identified from comparisons between the model group and the control group, as well as between the model group and the high-dose group of AMR-AFI. These genes were mainly enriched in pathways closely related to STC pathogenesis, such as arachidonic acid metabolism and aldosterone-regulated sodium reabsorption. 16S rRNA sequencing results indicated that AMR-AFI reversed the structural imbalance of the gut microbiota in model mice, increased species richness, downregulated the relative abundance of pro-inflammatory bacteria such as Parasutterella, and enriched beneficial and butyrate-producing bacteria, including Lachnospiraceae_NK4A136_group, Ruminococcaceae, and Lachnospiraceae. Spearman correlation analysis further showed that the beneficial bacteria enriched in the AMR-AFI group were negatively correlated with genes involved in the arachidonic acid metabolic pathway and positively correlated with genes in the aldosterone-regulated sodium reabsorption pathway. In contrast, pro-inflammatory bacteria in the model group exhibited the opposite correlation trends. ConclusionAMR-AFI can effectively exert synergistic therapeutic effects on STC by regulating intestinal microbiota, arachidonic acid-mediated inflammatory metabolism, and aldosterone-regulated water-salt balance pathways.
5.Effect of rehabilitation robot training on abdominal muscle thickness and balance ability in children with hemiplegia
Yanhua LIANG ; Tong ZHANG ; Qi ZHANG ; Tiantian ZHOU ; Yanqing ZHANG ; Qing YUE ; Sijia LI
Chinese Journal of Rehabilitation Theory and Practice 2026;32(8):927-937
ObjectiveTo observe the effect of rehabilitation robot training on abdominal muscles thickness and balance ability in children with hemiplegia. MethodsFrom October, 2024 to December, 2025, 58 children with hemiplegia were admitted to Beijing Bo'ai Hospital and randomly divided into control group (n = 29) and experimental group (n = 29). Both groups received conventional rehabilitation treatment, and the experimental group received rehabilitation robot training in addition, for four weeks. The thickness of bilateral external oblique, internal oblique and transversus abdominis, Berg Balance Scale (BBS) score, the time of Timed Up and Go Test (TUGT), the center of pressure (COP) ellipse area, and self-selected walking speed (SWS) and maximum walking speed (MWS) of 10-meter walk test were compared before and after training. ResultsThree cases dropped out in each group. After training, the thickness of the external oblique, internal oblique and transverse abdominis on the hemiplegic side increased significantly in the experimental group (|t| > 7.280, P < 0.001, Cohen's d = 1.43~2.01), and was better in the experimental group than in the control group (|t| > 2.895, P < 0.01, Cohen's d = 0.80~1.60); the BBS score increased in both groups (|t| > 6.667, P < 0.001, Cohen's d = 1.30~4.06), and was better in the experimental group than in the control group (t = -2.721, P < 0.01, Cohen's d = 0.75). The time of TUGT decreased in both groups (t > 5.790, P < 0.001, Cohen's d = 1.14~2.68), and was better in the experimental group than in the control group (t = 2.290, P < 0.05, Cohen's d = 0.63). The SWS and MWS increased in both groups (|Z| > 2.910, P < 0.01, r = 0.40~0.68), and were better in the experimental group than in the control group (|Z| > 2.912, P < 0.05, r = 0.40~0.45), and the differences remained significant after correction. ConclusionRehabilitation robot training can improve the thickness of external oblique, the internal oblique and transversus abdominis muscles on the hemiplegic side in children with hemiplegia, and improve their balance and walking functions.
6.Resveratrol Ameliorates Obesity by Targeting NDUFS8/HMGB1 to Promote Adipocyte Browning and Inhibiting Adipose Inflammation
Zedong WANG ; Xianyu XU ; Linlin LI ; Yongping ZHU ; Junzhe ZHANG ; Liwei GU ; Yanqing LIU ; Nan TONG ; Shengnan SHEN ; Yibai XIONG ; Jigang WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(23):136-143
ObjectiveTo identify the direct target proteins for the anti-obesity effect of resveratrol (Res) via chemical proteomic analysis and systematically explore the molecular mechanisms by which Res inhibits lipid accumulation in adipocytes from mitochondrial function regulation, adipocyte browning, and inflammation inhibition, thus providing new targets and experimental evidence for the prevention and treatment of obesity and related metabolic diseases. MethodsThe cell counting kit-8 (CCK-8) assay was adopted to detect the safe and effective doses (7.5, 15, 30 μmol·L-1) of Res for treating 3T3-L1 cells based on the cell survival rate. After being induced to differentiate into mature adipocytes, the cells were assigned into the blank [treated with dimethyl sulfoxide (DMSO)] group and the Res (7.5, 15, 30 μmol·L-1) groups and treated for 48 h. Oil red O staining and total triglyceride (TG) content were assessed to measure lipid accumulation in adipocytes. Target protein identification of Res was conducted through IAA-P-based chemical proteomics combined with high-resolution mass spectrometry. Target proteins of Res were validated by cellular thermal shift assay (CETSA) combined with Western blot analysis. Furthermore, the expression of browning markers peroxisome proliferator-activated receptor γ coactivator-1α (PGC-1α) and mitochondrial uncoupling protein 1 (UCP1), as well as the target proteins NADH-ubiquinone oxidoreductase core subunit S8 (NDUFS8) and high-mobility group protein B1 (HMGB1) were determined by Western blot. The ATP assay kit was used to measure the ATP concentration. Mitochondrial biogenesis was characterized with MitoTracker Green, on the basis of which the regulatory effect of Res on mitochondrial function was analyzed. The level of the inflammatory cytokine tumor necrosis factor-α (TNF-α) was measured by enzyme-linked immunosorbent assay (ELISA), on the basis of which the anti-inflammatory effect of Res on adipocytes was evaluated. ResultsCompared with the control group, Res demonstrated safety and efficacy within the range of 7.5-30 μmol·L-1, without significantly affecting cell viability. Compared with the control group, different concentrations of Res reduced lipid accumulation in 3T3-L1 adipocytes (P<0.01), promoted the expression of NDUFS8 (P<0.01), increased the ATP concentration and the protein levels of UCP1 and PGC-1α, elevated the level of TNF-α (P<0.05, P<0.01). ConclusionNDUFS8 and HMGB1were identified as the target proteins of Res in mitigating obesity. Res promotes mitochondrial biogenesis to induce the browning of 3T3-L1 adipocytes via targeting NDUFS8 and it inhibits the TNF-α-mediated inflammatory signaling via targeting HMGB1, thus inhibiting lipid accumulation and ameliorating obesity.
7.Screening key genes of PANoptosis in hepatic ischemia-reperfusion injury based on bioinformatics
Lirong ZHU ; Qian GUO ; Jie YANG ; Qiuwen ZHANG ; Guining HE ; Yanqing YU ; Ning WEN ; Jianhui DONG ; Haibin LI ; Xuyong SUN
Organ Transplantation 2025;16(1):106-113
Objective To explore the relationship between PANoptosis and hepatic ischemia-reperfusion injury (HIRI), and to screen the key genes of PANoptosis in HIRI. Methods PANoptosis-related differentially expressed genes (PDG) were obtained through the Gene Expression Omnibus database and GeneCards database. Gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA) were used to explore the biological pathways related to PDG. A protein-protein interaction network was constructed. Key genes were selected, and their diagnostic value was assessed and validated in the HIRI mice. Immune cell infiltration analysis was performed based on the cell-type identification by estimating relative subsets of RNA transcripts. Results A total of 16 PDG were identified. GO analysis showed that PDG were closely related to cellular metabolism. KEGG analysis indicated that PDG were mainly enriched in cellular death pathways such as apoptosis and immune-related signaling pathways such as the tumor necrosis factor signaling pathway. GSEA results showed that key genes were mainly enriched in immune-related signaling pathways such as the mitogen-activated protein kinase (MAPK) signaling pathway. Two key genes, DFFB and TNFSF10, were identified with high accuracy in diagnosing HIRI, with areas under the curve of 0.964 and 1.000, respectively. Immune infiltration analysis showed that the control group had more infiltration of resting natural killer cells, M2 macrophages, etc., while the HIRI group had more infiltration of M0 macrophages, neutrophils, and naive B cells. Real-time quantitative polymerase chain reaction results showed that compared with the Sham group, the relative expression of DFFB messenger RNA in liver tissue of HIRI group mice increased, and the relative expression of TNFSF10 messenger RNA decreased. Cibersort analysis showed that the infiltration abundance of naive B cells was positively correlated with DFFB expression (r=0.70, P=0.035), and the infiltration abundance of M2 macrophages was positively correlated with TNFSF10 expression (r=0.68, P=0.045). Conclusions PANoptosis-related genes DFFB and TNFSF10 may be potential biomarkers and therapeutic targets for HIRI.
8.Effect of Callicarpa nudiflora on wound healing and PI3K/AKT/mTOR pathway by regulating M2 macrophage polarization in rats with diabetic foot ulcer
Pan ZHANG ; Yuanyuan WEI ; Hao WANG ; Xianwei WANG ; Yanqing LI ; Xue SUN
Journal of Clinical Medicine in Practice 2025;29(4):44-49,54
Objective To analyze the effect of Callicarpa nudiflora on wound healing and phos-phatidylinositol-3-kinase/protein kinase B/mammalian target of rapamycin(PI3K/AKT/mTOR)path-way by regulating M2 macrophage polarization in rats with diabetic foot ulcer.Methods A total of 40 rats were selected,with 10 rats in control group(topical application of saline),and the remaining 30 were used to establish rat model of diabetic foot ulcer.Ultimately,27 rats were successfully mod-eled and divided into model group(topical application of saline),Callicarpa nudiflora group(topi-cal application of Callicarpa nudiflora),and Callicarpa nudiflora combined with inhibitor group(topical application of Callicarpa nudiflora combined with CD206 inhibitor,a marker protein of M2 macrophages),with 9 rats in each group.The wound healing rate,levels of basic fibroblast growth factor(bFGF)and vascular endothelial growth factor(VEGF),relative expression levels of induc-ible nitric oxide synthase(iNOS),CD16/32,CD206,PI3K,AKT and mTOR as well as mRNA ex-pression levels of PI3K,AKT and mTOR were compared among groups.Results On the 3rd,7th and 14th days after intervention,compared with the control group,the wound healing rate,VEGF,bFGF,relative expression level of CD206,relative expression of PI3K,AKT and mTOR at mRNA and protein levels were significantly decreased while the relative expression levels of iNOS and CD16/32 were significantly increased in all other groups(P<0.05);compared with the model group,the Callicarpa nudiflora group and the Callicarpa nudiflora combined with inhibitor group showed significant increased wound healing rate,VEGF,bFGF,relative expression level of CD206,and relative expression of PI3K,AKT and mTOR at mRNA and protein levels,and significant de-creased relative expression levels of iNOS and CD16/32(P<0.05);compared with the Callicarpa nudiflora group,the Callicarpa nudiflora combined with inhibitor group showed significant decreased wound healing rate,VEGF,bFGF,relative expression level of CD206,and relative expression of PI3K,AKT and mTOR at mRNA and protein levels,and significant increased relative expression levels of iNOS and CD16/32(P<0.05).Conclusion Callicarpa nudiflora can promote M2 mac-rophage polarization,increase wound healing rate and levels of VEGF and bFGF in rats with diabetic foot ulcer,and activate the PI3K/AKT/mTOR signaling pathway.
9.Incidence rate and independent risk factors of synchronous multiple lesions in early gastric cancer
Yanqing ZHOU ; Yue YANG ; Yu XIAO ; Hongyong LI ; Zhen NI
Journal of Public Health and Preventive Medicine 2025;36(4):81-84
Objective To explore the incidence rate and independent risk factors of synchronous multiple early gastric cancer (SMEGC) in patients with early gastric cancer, and to provide evidence for early screening and intervention of high-risk population. Methods A retrospective analysis was performed on 308 patients with early gastric cancer who received treatment in the hospital from March 2019 to March 2024. The incidence rate of SMEGC was counted, and the risk factors were analyzed by univariate and multivariate Logistic regression analyses. Results Among the 308 patients with early gastric cancer in this study, 23 cases were SMEGC and 285 were single early gastric cancer, which were included in the SMEGC group and the single group respectively. The incidence rate of SMEGC was 7.47% (23/308). Compared with the single group, the proportions of male, smoking history, tumor diameter≤2 mm, chronic atrophic gastritis and intestinal metaplasia degree were higher in the SMEGC group (2=4.331、8.608、4.618、6.490、4.897,P=0.037、0.003、0.032、0.001、0.027). Logistic regression analysis suggested that chronic atrophic gastritis (OR=3.133, 95%CI: 1.240-7.918) and moderate-to-severe intestinal metaplasia (OR=3.171, 95%CI: 1.252-8.029) were independent risk factors for SMEGC (P<0.05). Conclusion Some patients with early gastric cancer are SMEGC. Chronic atrophic gastritis and moderate-to-severe intestinal metaplasia are independent risk factors affecting the occurrence of SMEGC. It is recommended to regularly screen high-risk patients and optimize management strategies to reduce the risk of SMEGC.
10.Efficiency analysis of a metabolic profile-based model for predicting the risk of disease progression in patients with diabetic macular edema
Haiyan YANG ; Xin WANG ; Li LYU
International Eye Science 2025;25(11):1869-1875
AIM: To screen the predictors of disease progression risk in patients with diabetic macular edema(DME), establish a joint prediction model and analyze its predictive efficiency.METHODS:A retrospective selection was made of 240 patients with DME who were treated in our hospital from July 2021 to October 2024 as the research subjects. The patients were divided into a low-risk group(n=102)and a high-risk group(n=138)based on the central macular thickness(CMT)and whether the fovea was accumulated. The basic information of the patients and relevant examination data such as glycolipid metabolism indicators and liver and kidney function indicators were collected. The indicators with differences in the univariate analysis(P<0.05)were included in the multivariate analysis to screen out the independent influencing factors of disease progression in DME patients and construct a predictive model. The fitting effect of the prediction model was evaluated by the area under the receiver operating characteristic curve, and the prediction model was verified by sensitivity, specificity and Youden index.RESULTS: The general data of the two groups of patients are comparable, and there was no statistically significant difference in blood pressure between the two groups of patients(both P>0.05). Univariate analysis showed that the glycated hemoglobin(HbA1c), fasting blood glucose(FBG), advanced glycation end products(AGEs), total cholesterol(TC), low-density lipoprotein cholesterol(LDL-C), triglycerides(TG), serum creatinine(Scr), uric acid(UA), and cystatin C(Cys-C)at 3 and 6 mo in the high-risk group at baseline, 3 and 6 mo were higher than those in the low-risk group(all P<0.01). The baseline, 3 and 6 mo estimated glomerular filtration rate(eGFR), total bilirubin(TBIL), and 3 and 6 mo high-density lipoprotein cholesterol(HDL-C)in the high-risk group were all lower than those in the low-risk group(P<0.05). Regression analysis showed that baseline HbA1c, 3 mo FBG, 3 mo AGEs, baseline LDL-C, 3 mo TG, 3 mo eGFR, baseline TBIL, and 6 mo TBIL were risk factors for disease progression in DME patients. The area under curve(AUC)of the combined prediction model was 0.909(95%CI: 0.872-0.945), with a sensitivity of 79.00% and a specificity of 94.10%.CONCLUSION: HbA1c, FBG, AGEs, LDL-C, TG, eGFR and TBIL are risk factors for the risk of disease progression in patients with DME. The combined prediction model can provide a reference for predicting the risk of disease progression in patients with DME.


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