1.PARylation promotes acute kidney injury via RACK1 dimerization-mediated HIF-1α degradation.
Xiangyu LI ; Xiaoyu SHEN ; Xinfei MAO ; Yuqing WANG ; Yuhang DONG ; Shuai SUN ; Mengmeng ZHANG ; Jie WEI ; Jianan WANG ; Chao LI ; Minglu JI ; Xiaowei HU ; Xinyu CHEN ; Juan JIN ; Jiagen WEN ; Yujie LIU ; Mingfei WU ; Jutao YU ; Xiaoming MENG
Acta Pharmaceutica Sinica B 2025;15(9):4673-4691
Poly(ADP-ribosyl)ation (PARylation) is a specific form of post-translational modification (PTM) predominantly triggered by the activation of poly-ADP-ribose polymerase 1 (PARP1). However, the role and mechanism of PARylation in the advancement of acute kidney injury (AKI) remain undetermined. Here, we demonstrated the significant upregulation of PARP1 and its associated PARylation in murine models of AKI, consistent with renal biopsy findings in patients with AKI. This elevation in PARP1 expression might be attributed to trimethylation of histone H3 lysine 4 (H3K4me3). Furthermore, a reduction in PARylation levels mitigated renal dysfunction in the AKI mouse models. Mechanistically, liquid chromatography-mass spectrometry indicated that PARylation mainly occurred in receptor for activated C kinase 1 (RACK1), thereby facilitating its subsequent phosphorylation. Moreover, the phosphorylation of RACK1 enhanced its dimerization and accelerated the ubiquitination-mediated hypoxia inducible factor-1α (HIF-1α) degradation, thereby exacerbating kidney injury. Additionally, we identified a PARP1 proteolysis-targeting chimera (PROTAC), A19, as a PARP1 degrader that demonstrated superior protective effects against renal injury compared with PJ34, a previously identified PARP1 inhibitor. Collectively, both genetic and drug-based inhibition of PARylation mitigated kidney injury, indicating that the PARylated RACK1/HIF-1α axis could be a promising therapeutic target for AKI treatment.
2.Lirispirolides A-L, a new class of sesquiterpene-monoterpene heterodimers with anti-neuroinflammatory activity from the rare medicinal plant Liriodendron chinense.
Yuhang HE ; Kexin LI ; Yufei WU ; Zexin JIN ; Jinfeng HU ; Yicheng MAO ; Juan XIONG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(8):938-950
Lirispirolides A-L (1-12), twelve novel sesquiterpene-monoterpene heterodimers featuring distinctive carbon skeletons, were isolated from the branches and leaves of Chinese tulip tree [Liriodendron chinense (L. chinense)], a rare medicinal and ornamental plant endemic to China. The structural elucidation was accomplished through comprehensive spectroscopic analyses, quantum-chemical calculations, and X-ray crystallography. These heterodimers exhibit a characteristic 2-oxaspiro[4.5]decan-1-one structural motif, biosynthetically formed through intermolecular [4 + 2]-cycloaddition between a germacrane-type sesquiterpene and an ocimene-type monoterpene. The majority of the isolated compounds demonstrated significant anti-neuroinflammatory effects in lipopolysaccharide (LPS)-induced BV-2 microglial cells by reducing the production of pro-inflammatory mediators, specifically tumor necrosis factor-α (TNF-α) and nitric oxide (NO). Further investigation revealed that the lirispirolides' inhibition of NO release correlated with decreased messenger ribonucleic acid (mRNA) expression of inducible NO synthase (iNOS).
Sesquiterpenes/isolation & purification*
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Anti-Inflammatory Agents/isolation & purification*
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Animals
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Mice
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Tumor Necrosis Factor-alpha/genetics*
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Nitric Oxide/immunology*
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Microglia/immunology*
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Molecular Structure
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Liriodendron/chemistry*
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Monoterpenes/isolation & purification*
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Plants, Medicinal/chemistry*
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Cell Line
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Lipopolysaccharides
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Nitric Oxide Synthase Type II/immunology*
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Plant Extracts/pharmacology*
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China
3.Effect of interleukin-8 regulation on monocyte chemotactic protein-1 secretion and expression through the NF-kappaB/p65 signaling pathway on the migration of residual epithelial cells in the lens capsule
Wei SI ; Su XU ; Yuhang ZHANG ; Yi MAO ; Keyu GUO ; Yanzhong HU ; Fengyan ZHANG
International Eye Science 2025;25(4):537-543
AIM: To investigate the effect of interleukin-8(IL-8)on the regulation of monocyte chemotactic protein-1(MCP-1)secreted by lens epithelial cells(LEC)during cell migration in the development of posterior capsule opacification(PCO).METHODS: A rat lens capsule model was established and cultured in medium supplemented with 10% fetal bovine serum. Upon migration of LEC to 30%-50% of the posterior capsule, serum was removed. The capsule was subsequently divided into two groups: a control group and an IL-8(15 ng/mL)treatment group. LEC migration was captured at multiple time points. The secretion and mRNA expression of MCP-1 were quantified using ELISA and RT-qPCR, respectively. Immunofluorescence was used to assess MCP-1 expression in the different experimental groups. SRA01/04 cells were divided into three groups: control, IL-8(15 ng/mL), and IL-8(15 ng/mL)+200 μmol/L Bindarit(BND)groups, with migration measured by the Transwell assay. Additionally, SRA01/04 cells were divided into negative control(NC), NC+15 ng/mL IL-8, and 15 ng/mL IL-8+p65 siRNA groups, and MCP-1 secretion and mRNA expression were further analyzed by ELISA and RT-qPCR.RESULTS:LEC migration in the rat lens capsule cultured in vitro showed that the cells migration of the 15 ng/mL IL-8 group significantly increased at 48, 72 and 96 h(all P<0.05). ELISA results revealed that MCP-1 levels in SRA01/04 cells from the 15 ng/mL IL-8-treated group were markedly higher than those in the control group at both 12 and 24 h(all P<0.05). RT-qPCR analysis also demonstrated a significant increase in MCP-1 mRNA expression in the 15 ng/mL IL-8 group at both time points(all P<0.05). Immunofluorescence staining indicated greater MCP-1 expression in capsular epithelial cells of the 15 ng/mL IL-8 group at 24 h(P=0.007). Transwell assays further confirmed increased cell migration in the 15 ng/mL IL-8 group compared to the control group(P=0.001), while the migration reduced in the 15 ng/mL IL-8+200 μmol/L BND group compared to the 15 ng/mL IL-8 group(P=0.003). Moreover, ELISA and RT-qPCR results demonstrated a significant increase in MCP-1 secretion and mRNA expression in the NC+15 ng/mL IL-8 group at both 12 and 24 h compared to the NC group(all P<0.01). In contrast, MCP-1 secretion and mRNA expression were reduced in the 15 ng/mL IL-8+p65 siRNA group compared to the NC+15 ng/mL IL-8 group at both time points(all P<0.01).CONCLUSION: IL-8 promotes the migration of residual epithelial cells and regulates the secretion and expression of MCP-1 in LEC. The mechanism underlying IL-8's effects appears to be mediated through the activation of the NF-κB/p65 signaling pathway.
4.Genomic evolutionary characteristics of 69 Legionella pneumophila strains in Fujian Province
Junjie MAO ; Rui JIN ; Xuechen LIANG ; Yuhang DENG ; Yadong GAO ; Quwen LI
Chinese Journal of Zoonoses 2025;41(7):691-696
Legionella pneumophila is an important pathogen responsible for legionellosis.Understanding the genetic diversity,evo-lutionary traits,and potential pathogenicity of L.pneumophila in Fujian Province is crucial for the implementation of effective public health interventions.This study was aimed at investigating these aspects through the analysis of environmental isolates collected from 2019 to 2024.A total of 69 environmental isolates of L.pneumophila were collected,and serotypes were determined with agglutination methods.The predominant serotypes were LP1 and LP5,identified in 23 isolates(33.33%)and 15 isolates(18.84%),respectively.Whole-genome sequencing was conducted to assess the genomic characteristics of these isolates.The genomic sizes ranged from 3.26 Mb to 3.81 Mb,and the GC content ranged from 38.0%to 38.3%.Sequence type(ST)1 880 emerged as the dominant strain among the isolates.All isolates carried several virulence-associated genes,including mip,iraA,htpB,LPG_RS03055,and lspM,thus indicat-ing strong potential for pathogenicity.The prevalence of the multidrug resistance genes lpeA and lpeB was 23.2%,thereby suggesting a concerning level of antibiotic resistance.Various mobile genetic elements,such as genomic islands,insertion sequences,phages,and CRISPR/Cas systems,were also detected.In conclusion,our findings emphasize the importance of continued research and surveil-lance of L.pneumophila,particularly the ST1880 clone,to gain a deeper understanding of its transmission mechanisms and to imple-ment control measures effectively.These insights should aid in enhancing public health responses to legionellosis in Fujian Province.
5.Role of ferroptosis in pterygium based on bioinformatic analysis
Yuhang ZHANG ; Chaodong SUN ; Su XU ; Wei SI ; Yi MAO ; Jingzhi SHAO ; Shanshan DU ; Fengyan ZHANG
Chinese Journal of Experimental Ophthalmology 2025;43(7):603-610
Objective:To investigate ferroptosis-related genes in pterygium tissue by using bioinformatic analysis.Methods:The pterygium gene expression profile dataset GSE2513 was downloaded from the Gene Expression Omnibus Database to identify differentially expressed genes (DEGs) related to ferroptosis.Functional annotation and enrichment analysis of the DEGs were performed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG).Hub genes were identified from the DEGs using LASSO logistic regression analysis and a support vector machine recursive feature elimination (SVM-REF).Single-gene GSEA analysis was performed on hub genes and a competitive endogenous RNA interaction network was constructed to determine the RNA regulatory relationships of the hub genes.Pterygium tissue samples from 9 patients (9 eyes) undergoing pterygium surgery and conjunctival tissue samples from 9 patients (9 eyes) undergoing strabismus surgery who visited the First Affiliated Hospital of Zhengzhou University were collected from 2022 to 2023 during surgery, and the expression of hub genes and ferroptosis-related marker genes was detected by fluorescence quantitative PCR.This study followed the Declaration of Helsinki, and the study protocol was reviewed and approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University (No.2022-KY-0006-001).Results:In the dataset, there were 37 ferroptosis-related genes with significant expression differences, including 16 upregulated genes and 21 downregulated genes.GO analysis revealed significant enrichment in responses to external stimuli, responses to nutritional levels, responses to extracellular stimuli, responses to oxidative stress and starvation, transcription regulatory complexes, and RNA polymerase Ⅱ transcription regulatory complexes, RNA polymerase Ⅱ-specific transcription, and DNA-binding transcription.KEGG analysis showed that the DEGs were primarily enriched in ferroptosis and NOD-like receptor signaling pathways.LASSO regression analysis identified DUOX2, ATF3, NDRG1, EGR1, and ALDH3A2 as hub genes, and SVM-REF analysis identified NDRG1, NF2, IDH2, DUOX2, CHP1, ATF3, and SREBF1 as hub genes. DUOX2, ATF3, and NDRG1 were identified as the intersection hub genes.Single-gene GSEA analysis revealed that DUOX2 was enriched in the cell adhesion molecule CAMs pathway, the heparan sulfate glycosaminoglycan biosynthesis pathway, and the glycosaminoglycan biosynthesis ganglioside series pathway. ATF3 and NDRG1 were enriched in the PPAR signaling pathway and other pathways.Compared with normal conjunctival tissue, the relative expression levels of the ferroptosis markers PTGS2 and TFRC mRNA were increased in pterygium tissue, while the relative expression levels of FTH1, GPX4, SLC40A1, HSPB1, and NFE2L2 mRNA were decreased, with statistically significant differences ( t=12.220, 16.580, 5.664, 6.455, 8.691, 9.883, 17.590; all P<0.01). Conclusions:Ferroptosis may play an important role in the pathogenesis of pterygium. DUOX2, ATF3, and NDRG1 may be the hub genes affecting this complicated process.
6.Role of ferroptosis in pterygium based on bioinformatic analysis
Yuhang ZHANG ; Chaodong SUN ; Su XU ; Wei SI ; Yi MAO ; Jingzhi SHAO ; Shanshan DU ; Fengyan ZHANG
Chinese Journal of Experimental Ophthalmology 2025;43(7):603-610
Objective:To investigate ferroptosis-related genes in pterygium tissue by using bioinformatic analysis.Methods:The pterygium gene expression profile dataset GSE2513 was downloaded from the Gene Expression Omnibus Database to identify differentially expressed genes (DEGs) related to ferroptosis.Functional annotation and enrichment analysis of the DEGs were performed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG).Hub genes were identified from the DEGs using LASSO logistic regression analysis and a support vector machine recursive feature elimination (SVM-REF).Single-gene GSEA analysis was performed on hub genes and a competitive endogenous RNA interaction network was constructed to determine the RNA regulatory relationships of the hub genes.Pterygium tissue samples from 9 patients (9 eyes) undergoing pterygium surgery and conjunctival tissue samples from 9 patients (9 eyes) undergoing strabismus surgery who visited the First Affiliated Hospital of Zhengzhou University were collected from 2022 to 2023 during surgery, and the expression of hub genes and ferroptosis-related marker genes was detected by fluorescence quantitative PCR.This study followed the Declaration of Helsinki, and the study protocol was reviewed and approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University (No.2022-KY-0006-001).Results:In the dataset, there were 37 ferroptosis-related genes with significant expression differences, including 16 upregulated genes and 21 downregulated genes.GO analysis revealed significant enrichment in responses to external stimuli, responses to nutritional levels, responses to extracellular stimuli, responses to oxidative stress and starvation, transcription regulatory complexes, and RNA polymerase Ⅱ transcription regulatory complexes, RNA polymerase Ⅱ-specific transcription, and DNA-binding transcription.KEGG analysis showed that the DEGs were primarily enriched in ferroptosis and NOD-like receptor signaling pathways.LASSO regression analysis identified DUOX2, ATF3, NDRG1, EGR1, and ALDH3A2 as hub genes, and SVM-REF analysis identified NDRG1, NF2, IDH2, DUOX2, CHP1, ATF3, and SREBF1 as hub genes. DUOX2, ATF3, and NDRG1 were identified as the intersection hub genes.Single-gene GSEA analysis revealed that DUOX2 was enriched in the cell adhesion molecule CAMs pathway, the heparan sulfate glycosaminoglycan biosynthesis pathway, and the glycosaminoglycan biosynthesis ganglioside series pathway. ATF3 and NDRG1 were enriched in the PPAR signaling pathway and other pathways.Compared with normal conjunctival tissue, the relative expression levels of the ferroptosis markers PTGS2 and TFRC mRNA were increased in pterygium tissue, while the relative expression levels of FTH1, GPX4, SLC40A1, HSPB1, and NFE2L2 mRNA were decreased, with statistically significant differences ( t=12.220, 16.580, 5.664, 6.455, 8.691, 9.883, 17.590; all P<0.01). Conclusions:Ferroptosis may play an important role in the pathogenesis of pterygium. DUOX2, ATF3, and NDRG1 may be the hub genes affecting this complicated process.
7.Genomic evolutionary characteristics of 69 Legionella pneumophila strains in Fujian Province
Junjie MAO ; Rui JIN ; Xuechen LIANG ; Yuhang DENG ; Yadong GAO ; Quwen LI
Chinese Journal of Zoonoses 2025;41(7):691-696
Legionella pneumophila is an important pathogen responsible for legionellosis.Understanding the genetic diversity,evo-lutionary traits,and potential pathogenicity of L.pneumophila in Fujian Province is crucial for the implementation of effective public health interventions.This study was aimed at investigating these aspects through the analysis of environmental isolates collected from 2019 to 2024.A total of 69 environmental isolates of L.pneumophila were collected,and serotypes were determined with agglutination methods.The predominant serotypes were LP1 and LP5,identified in 23 isolates(33.33%)and 15 isolates(18.84%),respectively.Whole-genome sequencing was conducted to assess the genomic characteristics of these isolates.The genomic sizes ranged from 3.26 Mb to 3.81 Mb,and the GC content ranged from 38.0%to 38.3%.Sequence type(ST)1 880 emerged as the dominant strain among the isolates.All isolates carried several virulence-associated genes,including mip,iraA,htpB,LPG_RS03055,and lspM,thus indicat-ing strong potential for pathogenicity.The prevalence of the multidrug resistance genes lpeA and lpeB was 23.2%,thereby suggesting a concerning level of antibiotic resistance.Various mobile genetic elements,such as genomic islands,insertion sequences,phages,and CRISPR/Cas systems,were also detected.In conclusion,our findings emphasize the importance of continued research and surveil-lance of L.pneumophila,particularly the ST1880 clone,to gain a deeper understanding of its transmission mechanisms and to imple-ment control measures effectively.These insights should aid in enhancing public health responses to legionellosis in Fujian Province.
8.Risk factors for intraoperative pain during phacoemulsification in cataract patients
Su XU ; Jingzhi SHAO ; Shanshan DU ; Yuhang ZHANG ; Wei SI ; Yi MAO ; Gengqi TIAN ; Fengyan ZHANG
International Eye Science 2024;24(12):2002-2006
AIM: To determine the patient-related risk factors for pain during phacoemulsification.METHODS: Retrospective case-control study. A total of 62 patients(62 eyes)diagnosed as cataract in the First Affiliated Hospital of Zhengzhou University from December 2023 to January 2024 were included. The numeric rating scale was used to assess the pain level within 5 min postoperatively. The highest pain value was used as the primary outcome during the procedure. Based on pain values, patients were divided into pain group(n=25)and pain-free group(n=37). Subsequently, patients in the pain group were further divided into mild(n=16), moderate(n=7), and severe groups(n=2). Spearman correlation and Logistic regression analysis were conducted to determine risk factors for pain during the phacoemulsification.RESULTS: Binary Logistic regression showed preoperative sleep durations and times of operations were important risk factors for intraoperative pain(all P<0.05). Spearman analysis showed that intraoperative pain was negatively correlated with sleep duration(rs=-0.386, P=0.002), and positively correlated with times of operations(rs=0.421, P<0.001). The results of the ordinal Logistic regression analysis showed that for every additional hour of sleep, the likelihood of experiencing one higher level of intraoperative pain decreased by 37.60%(OR=0.376, P=0.014). In contrast, the times of operations did not show a statistically significant difference(P=0.083). Receiver operating characteristic curve showed a joint prediction model of sleep duration and operative times with an area under the curve of 0.809, 84% sensitivity, and 73% specificity.CONCLUSION: The intraoperative pain during phacoemulsification is negatively correlated with sleep duration and positively correlated with times of operations.
9.Metabolomics study of kidney tissue in a mouse model of oxygen-induced retinopathy
Lijun DONG ; Hui QI ; Yuhang YANG ; Xingxing MAO ; Guoming ZHANG ; Shaochong ZHANG ; Hetian LEI
Chinese Journal of Experimental Ophthalmology 2024;42(1):19-28
Objective:To explore the effects of hyperoxic environments on renal metabolites to understand the potential mechanisms that contribute to pathologic retinal vascular neovascularization and renal injury through metabolomic studies in a mouse model of oxygen-induced retinopathy (OIR) model.Methods:Sixteen C57/B6J mice pups born to day 7 (P7) were randomly and equally divided into an OIR model group and a normal control group using a randomized numerical table of mother mice.Mice were reared standardly from birth until day 7 (P7), then mice and their mother mice in the OIR group were placed in a hyperoxic (75±2)% chamber until day 12 (P12) and then reared normally.Mice in the normal control group were reared normally throughout.Mice in two groups were killed by carbon dioxide euthanasia on postnatal day 17 (P17). The mice retinal wholemount from the two groups were made and stained with isolectin B4 (IB4) to observe the morphology of retinal vessels, central non-perfusion area and pathological neovascularization.The kidney tissue of P17 mice was analyzed by liquid chromatograph mass spectrometer.After anticoagulant treatment, the whole blood of mice was centrifuged and precipitated, and the obtained plasma without cellular components was analyzed by targeted metabonomics.Mass spectral information was interpreted using metabolomics data processing software Progenesis QI v2.3.Overall differences in metabolic profiles were distinguished by unsupervised principal component analysis and orthogonal partial least squares analysis (OPLS-DA). The fold change and P values of metabolites were compared between the two groups.The variable importance of projection value>1 and P value<0.05 was used to screen out differential metabolites.Metabolic pathway enrichment analysis of differential metabolites was performed based on the KEGG database.The feeding and use of animals were strictly in accordance with the requirements of the Ethics Committee of Jinan University, and the research protocol was reviewed and approved by the Ethics Committee of Jinan University (No.20200401-54). Results:The IB4 staining of retinal wholemounts showed that the retinal blood vessels were evenly distributed in the P17 mice from control group.The peripheral retinal vessels were tortuous and disordered with a large non-perfusion area in central region in P17 mice from OIR group, and a large number of neovascularization clusters were formed at the junction of the nonperfusion area and the vascular area of the retina, showing strong fluorescent staining.The relative area of retinal nonperfusion area in OIR group was (25.16±3.50)%, which was significantly larger than (0.63±0.30)% in normal control group ( t=12.07, P<0.001). The OPLS-DA parameter R2X cum (0.578), interpretation rate R2Y cum (0.978) and prediction rate Q2 cum (0.857) values were all greater than 0.5, indicating that the OPLS-DA model had a good predictive ability.A total of 26 main differential metabolites were found, among which 17 were up-regulated and 9 were down-regulated, including glycerophospholipids (PC 20∶4(5Z, 8Z, 11Z, 14Z)/0∶0, PC 22∶6(4Z, 7Z, 10Z, 13Z, 16Z, 19Z)/0∶0, PC 14∶1(9Z)/20∶2(11Z, 14Z), PE P-18∶0/20∶4(6E, 8Z, 11Z, 14Z)(5OH[S]), amino acid metabolites (arginine, ornithine, pipecolic acid, and hydroxylysine), purines (guanine, hypoxanthine, hydroxypurinol), and fatty acids (methyl 15-palmitate, 2, 6, 8, 12-tetramethyl-2, 4-tridecadien-1-ol), and so on.Differential metabolites were mainly enriched in ABC transporters (L-arginine, taurine, inositol, adenosine, N-acetyl-D-glucosamine, L-glutamine), aminoacyl-tRNA biosynthesis (L-isoleucine, L-proline, L-arginine, L-histidine, L-glutamine), arginine biosynthesis (L-arginine, L-ornithine, L-glutamine) metabolic pathways.The plasma targeted metabonomics showed that the differential amino acid metabolites were mainly enriched in metabolic pathways such as aminoacyl-tRNA biosynthesis, arginine biosynthesis and metabolism, and ABC transporters. Conclusions:ABC transporter, aminoacyl-tRNA biosynthesis, and arginine biosynthesis metabolic pathways in OIR mice may participate in the pathological changes of renal injury and neovascularization in retinopathy of prematurity.
10.Automatic measurement of detection parameters of quality control of MSCT imaging system
Peiyun YE ; Hui XIONG ; Jian CHEN ; Zhifeng HUANG ; Yamei LIN ; Zhijie YANG ; Chujie CHEN ; Miyang YANG ; Chengkun HONG ; Yuhang ZHANG ; Minghui MAO ; Taipeng ZENG ; Liyuan FU
China Medical Equipment 2024;21(12):18-24
Objective:To design an intelligent measurement program of detection parameters of quality control of imaging system of multi-slice spiral computed tomography (MSCT) based on MATLAB software platform,so as to achieve intelligent detection for quality control of MSCT imaging system. Methods:We designed an intelligent measurement program for the detection parameters of quality control of MSCT imaging system (referred to as the intelligent measurement program) bases on the function of graphical user interfaces (GUI) of MATLAB software. A series of algorithms such as image reading,binarization,and circular detection based on the Hough transform were employed to conduct automatic measurement and calculation for CT values (water),noise and uniformity of the parameters of MSCT quality control. The Intraclass Correlation Coefficient (ICC) was adopted to analyze the consistency of the detection results between the manual measurement method and the designed intelligent detection program. Results:The designed intelligent measurement program in this study can automatically assess the detection parameters of quality control of the MSCT imaging system,which included CT values (water),noise and uniformity. There was favorable consistency in the detection results between the manual measurement method and the intelligent measurement program (range of ICC values was from 0.881 to 0.985). Conclusion:The intelligent measurement program of detection parameters of quality control of MSCT imaging system can simplify the process of calculating detection parameters of quality control of MSCT imaging system,and provide a reliable detection tool for quality control of MSCT imaging equipment,which can effectively improve the detection efficiency of quality control.

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