1.Observation of the therapeutic effect of rituximab combined with traditional Chinese medicine syndrome differentiation on treating steroid-dependent nephrotic syndrome in children and the regularity of traditional Chinese medicine use
Xia ZHANG ; Xuejun LI ; Tingting XU ; Guang LI ; Yifan LI ; Chundong SONG ; Wensheng ZHAI ; Xianqing REN ; Ying DING
Journal of Beijing University of Traditional Chinese Medicine 2025;48(1):80-90
Objective:
To investigate the efficacy, safety, and traditional Chinese medicine (TCM) medication patterns of rituximab (RTX) combined with TCM on treating children with steroid-dependent nephrotic syndrome (SDNS).
Methods:
One hundred and forty-three children with SDNS who visited the Pediatric Nephrology Department of the First Affiliated Hospital of Henan University of Chinese Medicine from January 2018 to December 2022 were enrolled. A cohort study design was adopted, with " RTX treatment" as the exposure factor. Children who met this exposure factor were assigned to the RTX cohort (RTX, glucocorticoid, immunosuppressive agent, combined with traditional Chinese medicine syndrome differentiation treatment), whereas those who did not were assigned to the basic treatment cohort (glucocorticoid, immunosuppressive agent, combined with traditional Chinese medicine syndrome differentiation treatment ), and followed up for 6 months. The frequency of urinary protein recurrences, urinary protein remission duration, proportion and duration of steroid reduction and cessation, cumulative usage of steroids, proportion of recurrence, recurrence amount of steroid used, efficacy of TCM syndrome, and laboratory and safety indicators after treatment, and height and CD19+ B cell count before and after treatment were compared between the two cohorts. The medication patterns of TCM in the two cohorts were analyzed using frequency statistics, association rule analysis, and systematic clustering analysis.
Results:
Compared with the basic treatment cohort, the RTX cohort showed a decrease in the frequency of urinary protein recurrence, extended sustained remission of urinary protein, an increase in the proportion of steroid reduction and cessation, a shorter duration of steroid reduction and cessation, a decrease in cumulative steroid dosage, a lower recurrence rate, a decrease in CD19+ B cell count, and a decrease in 24-h urinary total protein quantification and the level of cholesterol (P<0.05). No significant difference in the recurrence amount of steroid used, height, TCM syndrome efficacy, albumin, aspartate transaminase, blood urea nitrogen, platelet count, and safety indicators between the two cohorts. Children with SDNS were mostly characterized by qi and yin deficiency syndrome, followed by spleen and kidney yang deficiency syndrome. A total of 175 TCMs were included, including 28 high-frequency drugs such as Huangqi, Fuling, Gancao, Baizhu, Dangshen, and Jiuyurou. The primary use of medication is to nourish the qi and spleen, nourish the kidney, and warm yang. The analysis of association rules yielded eight binary associations and ten three-phase associations, with Huangqi, Baizhu, Fuling, and Dangshen, being the most closely related. Cluster analysis identified four TCM combinations, primarily focusing on tonifying kidney and replenishing essence, benefiting qi and nourishing yin, and removing blood stasis.
Conclusion
RTX combined with TCM syndrome differentiation treatment can reduce the recurrence frequency of SDNS, prolong the remission period, reduce the glucocorticoid dosage, and have no marked effect on height growth. No apparent adverse reactions were observed. TCM should focus on nourishing qi and yin while removing blood stasis.
2.Predicting Hepatocellular Carcinoma Using Brightness Change Curves Derived From Contrast-enhanced Ultrasound Images
Ying-Ying CHEN ; Shang-Lin JIANG ; Liang-Hui HUANG ; Ya-Guang ZENG ; Xue-Hua WANG ; Wei ZHENG
Progress in Biochemistry and Biophysics 2025;52(8):2163-2172
ObjectivePrimary liver cancer, predominantly hepatocellular carcinoma (HCC), is a significant global health issue, ranking as the sixth most diagnosed cancer and the third leading cause of cancer-related mortality. Accurate and early diagnosis of HCC is crucial for effective treatment, as HCC and non-HCC malignancies like intrahepatic cholangiocarcinoma (ICC) exhibit different prognoses and treatment responses. Traditional diagnostic methods, including liver biopsy and contrast-enhanced ultrasound (CEUS), face limitations in applicability and objectivity. The primary objective of this study was to develop an advanced, light-weighted classification network capable of distinguishing HCC from other non-HCC malignancies by leveraging the automatic analysis of brightness changes in CEUS images. The ultimate goal was to create a user-friendly and cost-efficient computer-aided diagnostic tool that could assist radiologists in making more accurate and efficient clinical decisions. MethodsThis retrospective study encompassed a total of 161 patients, comprising 131 diagnosed with HCC and 30 with non-HCC malignancies. To achieve accurate tumor detection, the YOLOX network was employed to identify the region of interest (ROI) on both B-mode ultrasound and CEUS images. A custom-developed algorithm was then utilized to extract brightness change curves from the tumor and adjacent liver parenchyma regions within the CEUS images. These curves provided critical data for the subsequent analysis and classification process. To analyze the extracted brightness change curves and classify the malignancies, we developed and compared several models. These included one-dimensional convolutional neural networks (1D-ResNet, 1D-ConvNeXt, and 1D-CNN), as well as traditional machine-learning methods such as support vector machine (SVM), ensemble learning (EL), k-nearest neighbor (KNN), and decision tree (DT). The diagnostic performance of each method in distinguishing HCC from non-HCC malignancies was rigorously evaluated using four key metrics: area under the receiver operating characteristic (AUC), accuracy (ACC), sensitivity (SE), and specificity (SP). ResultsThe evaluation of the machine-learning methods revealed AUC values of 0.70 for SVM, 0.56 for ensemble learning, 0.63 for KNN, and 0.72 for the decision tree. These results indicated moderate to fair performance in classifying the malignancies based on the brightness change curves. In contrast, the deep learning models demonstrated significantly higher AUCs, with 1D-ResNet achieving an AUC of 0.72, 1D-ConvNeXt reaching 0.82, and 1D-CNN obtaining the highest AUC of 0.84. Moreover, under the five-fold cross-validation scheme, the 1D-CNN model outperformed other models in both accuracy and specificity. Specifically, it achieved accuracy improvements of 3.8% to 10.0% and specificity enhancements of 6.6% to 43.3% over competing approaches. The superior performance of the 1D-CNN model highlighted its potential as a powerful tool for accurate classification. ConclusionThe 1D-CNN model proved to be the most effective in differentiating HCC from non-HCC malignancies, surpassing both traditional machine-learning methods and other deep learning models. This study successfully developed a user-friendly and cost-efficient computer-aided diagnostic solution that would significantly enhances radiologists’ diagnostic capabilities. By improving the accuracy and efficiency of clinical decision-making, this tool has the potential to positively impact patient care and outcomes. Future work may focus on further refining the model and exploring its integration with multimodal ultrasound data to maximize its accuracy and applicability.
3.Visceral adipose tissue and four gastrointestinal disorders: a two-sample Mendelian randomization study
Liyuan FANG ; Yuhang FANG ; Runxi WANG ; Ying ZHANG
Journal of Public Health and Preventive Medicine 2025;36(6):17-20
Objective To explore the potential causality between visceral adipose tissue (VAT) and inflammatory bowel disease, peptic ulcer disease, irritable bowel syndrome and gastroesophageal reflux disease. Methods Two-sample Mendelian randomization (MR) investigations were carried out, employing genetic variants closely linked with VAT as instrumental variables. The summary data for aforementioned gastrointestinal disorders were obtained from the genome-wide association study (GWAS) in UK biobank and Finn Gen databases, respectively. The inverse variance-weighted method (IVW) was employed as the primary analytical method, bolstered by a sequence of sensitivity analyses to verify the robustness of MR. Subsequently, a meta-analysis was conducted to amalgamate the findings derived from both databases. Results This study included a total of 42 single nucleotide polymorphisms that were strongly associated with visceral adipose tissue as instrumental variables. Statistically significant correlations were found between VAT and peptic ulcer (OR=1.17, 95% CI: 1.08-1.27, P < 0.01), gastroesophageal reflux disease (OR=1.10, 95% CI: 1.03-1.18, P = 0.02), and irritable bowel syndrome (OR=1.12, 95% CI: 1.04-1.12, P = 0.03). There was no statistical significance between VAT and inflammatory bowel disease (OR=0.94, 95% CI: 0.79-1.12, P = 0.65). Conclusion VAT exhibits a causal linkage with peptic ulcer, gastroesophageal reflux disease, and irritable bowel syndrome. Accurately assessing VAT levels via imaging methods, screening individuals at high-risk, and actively controlling abdominal obesity bear important clinical significance.
4.Knockdown of chemokine receptor 3 inhibits hepatoblastoma cell proliferation and migration by weakening Wnt/β-catenin signaling pathway
Dao-Kui DING ; Yu-Hang YUAN ; Yan-An LI ; Xi-Chun CUI ; He-Ying YANG ; Jia DU ; Yang-Guang SU
Chinese Pharmacological Bulletin 2024;40(12):2347-2354
Aim To investigate the role and mecha-nism of CXC chemokine receptor 3(CXCR3)in hepa-toblastoma(HB).Methods The expression of CX-CR3 was detected by immunohistochemical and West-ern blot in 16 cases of HB tissue and adjacent normal liver tissue.The HB cells(Huh-6 and HepT1)were transfected with Con-shRNA,CXCR3-shRNA1,and CXCR3-shRNA2,respectively,and then divided into the Con-shRNA group,CXCR3-shRNA1 group,and CXCR3-shRNA2 group.Cell proliferation was detected by CCK-8 assay and EdU staining.Cell migration and invasion were detected by scratch and Transwell as-says.The expressions of β-catenin,c-Myc,cyclin D1,MMP-7 and MMP-9 were detected by Western blot.The tumor formation and tumor volume in each group were assessed using nude mouse xenograft tumor model,while the expressions of MMP-9 and Ki67 in tumor tissue were examined by immunohistochemistry.Results The expression of CXCR3 was up-regulated in HB tissue(P<0.01).Compared to the Con-shR-NA group,the viability,proliferation,migration and invasion of Huh-6 and HepT1 cells in the CXCR3-shR-NA1 and CXCR3-shRNA2 groups were reduced(P<0.01),the expressions of the Wnt/β-catenin signaling pathway related proteins were attenuated(P<0.01),the tumor grew slowly and the volume was significantly reduced(P<0.01),and the expressions of MMP-9 and Ki67 in tumor tissue decreased(P<0.01).Con-clusions Downregulation of CXCR3 hinders the pro-liferation and migration of HB cells,potentially as-cribed to the attenuation of Wnt/β-catenin signaling regulation.
5.Mechanism of dexmetomidine alleviating inflammatory injury in rats with lipopolysaccharide-induced myocarditis
Di-Sheng CAI ; Jian-Guang REN ; Xiao-Mei LU ; Zhi-Ying ZHOU
Journal of Regional Anatomy and Operative Surgery 2024;33(6):479-485
Objective To investigate the effect of dexmedetomidine(Dex)on inflammatory injury in rats with lipopolysaccharide(LPS)-induced myocarditis(Myo)by regulating AMP-activated protein kinase(AMPK)/silent information regulator 1(SIRT1)/nuclear factor κB(NF-κB)signaling pathway.Methods Rats were randomly divide into the NC group,the Myo group,and the L-Dex group(10 μg/kg Dex),the M-Dex group(30 μg/kg Dex),the H-Dex group(50 μg/kg Dex),the AICAR group(100 mg/kg AMPK/SIRT1/NF-κB signal pathway activator),the H-Dex+GSK690693 group(50 μg/kg Dex+0.2 μmol/kg AMPK/SIRT1/NF-κB signal pathway inhibitor GSK690693),with 10 rats in each group.M-mode echocardiography system was used to evaluate the cardiac function of rats;ELISA kit was used to detect the levels of serum interleukin-1β(IL-1β),interleukin-6(IL-6),tumor necrosis factor-α(TNF-α),superoxide dismutase(SOD),and malondialdehyde(MDA)in rats;TUNEL staining was used to observe cell apoptosis;HE staining was used to observe the pathological changes of myocardial tissue;RT-qPCR was used to detect the mRNA expression of C-X-C motif chemokine ligand 1(CXCL1),C-X-C motif chemokine ligand 2(CXCL2),and vascular cell adhesion molecule-1(VCAM-1)in rat myocardial tissue;Western blot was used to detect the expression of AMPK/SIRT1/NF-κB pathway-related proteins in rat myocardial tissue.Results There was no abnormal change in cardiomyocytes in the NC group,and cardiomyocytes in the Myo group showed deformation,necrosis,inflammatory cell infiltra-tion,and mesenchymal congestion;necrosis,inflammatory cell infiltration,and mesenchymal congestion in the L-Dex group,the M-Dex group,the H-Dex group,and the AICAR group were improved compared with that in the Myo group;changes in cardiomyocytes in the H-Dex group and the AICAR group were similar to those in the NC group,and changes in cardiomyocytes in the H-Dex+GSK690693 group were similar to those in the Myo group.Compared with the NC group,the left ventricular ejection fraction(LVEF),left ventricular fractional shortening(LVFS),expression levels of SOD,p-AMPK/AMPK,p-SIRT1/SIRT1 in the Myo group were obviously decreased(P<0.05),left ventricular end-systolic volume(LVESV),left ventricular end-diastolic volume(LVEDV),left ventricular end-systolic diameter(LVESD),left ventricular end-diastolic diameter(LVEDD),expression levels of IL-1β,IL-6,TNF-α,MDA,CXCL1,CXCL2,VCAM-1,p-NF-κB/NF-κB,NF-κB p65 and cardiomyocyte apoptosis rate were obviously increased(P<0.05).Compared with the Myo group,the LVEF,LVFS,expression levels of SOD,p-AMPK/AMPK,p-SIRT1/SIRT1 in the L-Dex group,the M-Dex group,the H-Dex group and the AICAR group were obviously increased(P<0.05),LVESV,LVEDV,LVESD,LVEDD,expression levels of IL-1β,IL-6,TNF-α,MDA,CXCL1,CXCL2,VCAM-1,p-NF-κB/NF-κB,NF-κB p65 and cardiomyocyte apoptosis rate were obviously decreased(P<0.05),and the effects were more obvious with the increase of the dosage of Dex.There was no significant difference in the above results between the AICAR group and the H-Dex group(P>0.05).Compared with the H-Dex group,the LVEF,LVFS,expression levels of SOD,p-AMPK/AMPK,p-SIRT1/SIRT1 in the H-Dex+GSK690693 group were obviously decreased(P<0.05),LVESV,LVEDV,LVESD,LVEDD,levels of IL-1β,IL-6,TNF-α,MDA,cardiomyocyte apoptosis rate,the expression of CXCL1,CXCL2,VCAM-1,p-NF-κB/NF-κB and NF-κB p65 protein were obviously increased(P<0.05).Conclusion Dex may alleviate LPS-induced inflammatory injury in Myo rats by up-regulating AMPK/SIRT1/NF-κB signaling pathway.
6.Application of different doses of vancomycin bone cement in total knee arthroplasty
Zhen-Tao WEN ; Zhi-Guang ZHAO ; Ying ZHAO ; Cun-Ning WEN ; Qing-Shan FANG ; Man-Yi GE
Journal of Regional Anatomy and Operative Surgery 2024;33(6):501-504
Objective To study the effects of different doses of vancomycin bone cement on serum inflammatory factors and joint function in patients undergoing total knee arthroplasty.Methods A total of 128 patients who underwent total knee arthroplasty admitted to Handan First Hospital from August 2021 to January 2023 were selected as the study subjects.They were divided into group A(acrylic bone cement without vancomycin),group B(0.5 g vancomycin per 40 g acrylic bone cement),group C(1.0 g vancomycin per 40 g acrylic bone cement)and group D(2.0 g vancomycin per 40 g acrylic bone cement)by random number table method,with 32 patients in each group.High performance liquid chromatography was used to detect the concentration of vancomycin in drainage fluid at different time points after operation of patients in group B,group C,and group D.Immune scattering turbidimetry and Westergren method were used to detect the levels of serum C-reactive protein(CRP)and erythrocyte sedimentation rate(ESR)of patients in the four groups before operation,7 days and 6 months after operation.Hospital for special surgery knee score(HSS)was used to evaluate the knee joint function of patients in the four groups before operation and 6 months after operation.Results The concentration of vancomycin in drainage fluid of patients in group B,group C,and group D increased with the increase of dose(P<0.05),and decreased with the extension of time(P<0.05).The postoperative serum CRP and ESR levels in the four groups increasing first and then decreased with time(P<0.05).The levels of serum CRP and ESR 7 days and 6 months after operation of patients in group B,group C,and group D were significantly lower than those in group A(P<0.05).The levels of serum CRP and ESR 7 days and 6 months after operation of patients in group C and group D were significantly lower than those in group B(P<0.05),while there was no significant difference in serum CRP and ESR levels between group C and group D(P>0.05).The HSS scores 6 months after operation of patients in the four groups obviously improved(P<0.05);the HSS scores 6 months after operation of patients in group B,group C and group D were higher than those in group A(P<0.05);the HSS scores 6 months after operation of patients in group C and group D were obviously higher than those in group B(P<0.05),while there was no obvious difference in the HSS scores 6 months after operation between group C and group D(P>0.05).Conclusion The use of bone cement containing vancomycin can obviously reduce the levels of serum inflammatory factors CRP and ESR in patients undergoing total knee arthroplasty,prevent postoperative infection,and improve joint function of patients.The degree of action of different doses of vancomycin also varies,and it is recommended to use 1.0 g of vancomycin in clinical practice.
7.Antimicrobial resistance and resistance gene carriage by Salmonella bacteria in environmental sewage in Guangzhou
Bi-Hui SU ; Guang-Hong DU ; Xiao-Ying WU ; Gang HE ; Jun YUAN ; Chao-Jun XIE
Chinese Journal of Zoonoses 2024;40(5):442-447
This study explored the antibiotic resistance and resistance gene carriage of 140 Salmonella strains isolated from environmental sewage in Guangzhou city between March 1,2022,and November 30,2022.The micro broth dilution method was used to select 17 antibiotics for susceptibility testing.According to whole genome sequencing results,the CARD resistance database was used to obtain corresponding resistance genes.High antimicrobial resistance rates above 80%were observed a-gainst ampicillin,tetracycline,streptomycin,chloramphenicol,and cotrimoxazole.The intermediation rate of polymyxin E and ciprofloxacin exceeded 60%.The multiple drug resistance status was severe,and the rate of multiple drug resistance was as high as 92.86%.The strains carried multiple types of resistance genes,particularly for aminoglycosides,with a carriage rate as high as 92.68%.The resistance of Salmonella in environmental wastewater in Guangzhou to one or more drugs was severe,and the overall multi-drug resistance rate gradually increased over time.The resistance spectrum was diverse,and the resistance mechanism,mediated by mobile genetic elements such as re-sistance genes,was found to be the main cause of resistance to one or more drugs.
8.Epidemiological characteristics and spatiotemporal clustering analysis of leptospirosis in Zhejiang Province from 2018 to 2022
Song GUO ; Wen-Wu YAO ; Ying LIU ; Xu-Guang SHI ; Jiang-Ping REN ; Rong ZHANG ; Zhang-Nü YANG ; Ji-Min SUN
Chinese Journal of Zoonoses 2024;40(9):855-859
The epidemiological and spatiotemporal distribution characteristics of human leptospirosis in Zhejiang Province from 2018 to 2022 were analyzed,to provide a scientific basis for formulating leptospirosis prevention and control strategies.Data on leptospirosis were collected from the China Information System for Disease Control and Prevention,and analyzed with descriptive epidemiological methods.ArcMap 10.8 software was used for spatial autocorrelation analysis and visual display of the results.SaTScan 10.1.2 software was used for spatiotemporal scanning,to analyze and describe the spatiotemporal aggrega-tion characteristics of leptospirosis.A total of 255 human cases of leptospirosis were reported in Zhejiang Province from 2018 to 2022,including one death;the average annual incidence was 0.084 3/100 000,and the average annual mortality was 0.000 3/100 000.The highest incidence of leptospirosis in Zhejiang occurred from August to October.Most cases were in middle-aged and older people 45-86 years of age(221 cases,86.67%).The number of cases was highest among people 65-69 years of age(57 cases).The male to female ratio was 4.67∶1.The main occupation was farming(190 cases,74.51%).The cumulative number of cases in Wenzhou and Lishui in 3 years(201 cases)accounted for 78.82%of the total cases.The global spatial auto-correlation analysis from 2018 to 2022 showed that the incidence of leptospirosis in the province presented a positive spatial au-tocorrelation.Local spatial autocorrelation analysis indicated that the"high-high"gathering areas were concentrated primarily in Wenzhou,Lishui,and Taizhou in the mountainous and hilly areas of southern Zhejiang Province.Spatiotemporal scanning anal-ysis revealed three clusters with high incidence in southern Zhejiang Province.The incidence of leptospirosis in Zhejiang Prov-ince showed clear regional clustering and seasonality,and the high incidence area was mainly in the mountainous and hilly areas of southern Zhejiang Province.The cases occurred mainly in middle-aged and older male farmers.Health education among rural resi-dents should be strengthened to prevent potential epidemic risks.
9.Effect of Plasma Epstein-Barr Virus Nucleic Acid Loads on the Clinical Features and Prognosis in Adult Secondary Hemopha-gocytic Lymphohistiocytosis
Li-Min DUAN ; Guang-Li YIN ; Tian TIAN ; Ju-Juan WANG ; Xin GAO ; Wan-Ying CHENG ; Zi-Wei FANG ; Hong-Xia QIU ; Ji XU
Journal of Experimental Hematology 2024;32(4):1238-1247
Objective:To investigate the effect of pre-treatment plasma Epstein-Barr virus(EBV)DNA copy number on the clinical features and prognosis of patients with adult secondary hemophagocytic lymphohistiocytosis(sHLH).Methods:The clinical characteristics,survival rate,and prognostic factors of 171 patients with adult sHLH treated at Jiangsu Province Hospital from June 2017 to January 2022 were retrospectively analyzed in this study.Patients were divided into three groups,including the EBV DNA-negative group(<5.0 × 102 copies/ml),lower EBV-DNA loads group(5.0 × 102-8.51 × 104 copies/ml),and higher EBV-DNA loads group(>8.51 × 104 copies/ml),according to pre-treatment plasma EBV-DNA copy number.Cox regression model was established for screening prognostic factors.Adult sHLH survival prediction model was constructed and realized through the nomogram based on EBV-DNA load after adjusted the factors affecting survival of etiology and treatment strategy.Concordance index(C-index)and calibration curves were calculated to verify model predictive and discriminatory capacity.Results:Among 171 adult sHLH patients,84 patients were not infected with EBV(EBV DNA-negative group),and 87 with EBV(EBV DNA-positive group,48 lower EBV-DNA loads group and 39 higher EBV-DNA loads group).Consistent elevations in the levels of liver enzymes(ALT and AST),LDH,TG,β2-microglobulin and ferritin across the increasing of EBV-DNA load(all P<0.05),while the levels of fibrinogen decrease(P<0.001).The median follow-up time was 52 days(range 20-230 days),and 123 patients died.The overall survival(OS)rate of patients in EBV DNA-positive group was lower than that in EBV DNA-negative group(median OS:40 days vs 118 days,P<0.001).Higher EBV-DNA loads had worse OS(median OS:24 days vs 45 days vs 118 days,P<0.0001 for trend)compared to lower EBV-DNA loads and EBV DNA-negative group.Multivariate Cox analysis revealed that higher EBV-DNA loads(P=0.005),fibrinogen≤ 1.5 g/L(P=0.012),ferritin(P=0.041),associated lymphoma(P=0.002),and anti-tumor based strategy(P=0.001)were independent prognostic factors for OS.The C-indexes of 30 day,90 days,365 days survival rate were all greater than 0.8 of the nomogram model and calibration curves provided credibility to their predictive capability.Subgroup analysis showed that patients with higher EBV-DNA loads had a significantly worse prognosis in adult sHLH who were women,ferritin>5 000 μg/L,β2-microglobulin>7.4 mmol/L and regardless of age,etiologies,HScore points.Conclusion:The EBV-DNA load is a strong and independent predictor for survival in patients with sHLH.The prognostic nomogram based on EBV-DNA loads was dependable and provides a visual tool for evaluating the survival of adult sHLH.
10.Study on spatial differences and influencing factors in the supply level of public health resources in China
Rui WU ; Guang-Xin ZHOU ; Ying LI
Chinese Journal of Health Policy 2024;17(8):72-80
Objective:To explore the regional differences,spatial correlation and influencing factors of the supply level of public health resources in China from 2012 to 2021,and to provide reference for optimising the allocation of public health resources.Methods:The entropy method was used to measure the comprehensive score of the level of supply of public health resources,and the Dagum Gini coefficient and spatial autocorrelation model were used to analyze the regional differences and spatial correlation of the supply level,and combined with the regression model of the panel data,the factors affecting the level of supply were explored.factors.Results:From 2012 to 2021,the supply level of public health resources in China showed an overall upward trend,but there were significant inter-provincial differences,presenting an"east low,west high"pattern.Regional disparities were the main reason for the national imbalance in supply levels.The spatial autocorrelation model showed a significant positive correlation in the supply level,with a distribution characterized by high-high and low-low agglomeration.The increase of financial autonomy has a promoting effect on the improvement of the supply level of public health resources.Conclusion:China should focus on narrowing the regional disparities in the supply level of professional public health resources,changing the pattern of"east low,west high",and promoting the synergistic development within and outside the region.Local governments should increase their financial autonomy and decide on the allocation and management of public health resources according to the actual situation of the region,soasto improve the level of public health resource supply.


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