1.Feiyanning Inhibits Invasion and Metastasis of Non-small Cell Lung Cancer by Regulating EMT via TGF-β1/Smad Signaling Pathway
Xiaojie FU ; Jia YANG ; Kaile LIU ; Wenjie WANG ; Zhenye XU ; Zhongqi WANG ; Haibin DENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):110-120
ObjectiveTo explore the mechanism of the anti-cancer compound formula Feiyanning in inhibiting epithelial-mesenchymal transition (EMT) and invasion and metastasis of non-small cell lung cancer (NSCLC). MethodsCell proliferation and activity were assessed using the cell counting kit-8(CCK-8) assay to evaluate the effect of Feiyanning on the proliferation of A549 and H1299 cells. Wound healing and Transwell assays were conducted to examine Feiyanning's impact on the metastasis of A549 and H1299 cells. The effects of Feiyanning on EMT and the transforming growth factor-β1 (TGF-β1)/Smad signaling pathway proteins in A549 and H1299 cells were detected by Western blot. Exogenous TGF-β1 was used to induce EMT in A549 and H1299 cells. The effects of Feiyanning on TGF-β1-induced NSCLC cell metastasis, EMT, and the TGF-β1/Smad pathway proteins were assessed by wound healing assay, Transwell assay, and Western blot. In vivo, an A549 lung metastasis model was established via tail vein injection in nude mice. A total of 28 SPF male nude mice were randomly divided into four groups: Model (NC) group, Feiyanning low-dose (FYN1) group, Feiyanning high-dose (FYN2) group, and the positive control group (TGF-β receptor kinase inhibitor SB431542 group). The corresponding interventions were performed. After 40 days, the mice were euthanized, and lung metastases were analyzed. The expression of E-cadherin, N-cadherin, p-Smad2, and p-Smad3 in each group was detected by immunohistochemistry (IHC). ResultsAfter Feiyanning intervention, compared to the blank group, Feiyanning inhibited the proliferation of A549 and H1299 cells in a concentration-dependent manner (P<0.01). The metastasis ability of Feiyanning-treated cells was significantly decreased compared to the blank group (P<0.01). The expression of EMT marker proteins N-cadherin and zinc finger transcription factors (Zeb1, Snail, Slug) was significantly reduced in the Feiyanning groups compared to the blank group (P<0.05, P<0.01). The expression of p-Smad2/3, Smad2/3, TβRI, and TβRⅡ, key proteins in the TGF-β1/Smad signaling pathway, was also significantly decreased (P<0.01). In the TGF-β1-induced EMT model, compared to the TGF-β1 group, the cell metastasis ability in the Feiyanning groups was reduced (P<0.01), and the expression levels of N-cadherin, Zeb1, Snail, and Slug were significantly lower (P<0.01). The expression levels of p-Smad2/3, Smad2/3, TβRI, and TβRⅡ were also significantly reduced (P<0.01). In vivo results showed that compared to the model group, the number of lung metastases in the FYN1, FYN2, and SB431542 groups was reduced (P<0.01), and the range of cell infiltration was narrowed. Immunohistochemical results showed that compared to the model group, the expression of E-cadherin in the FYN1, FYN2, and SB431542 groups was increased (P<0.01), the expression of N-cadherin decreased (P<0.05, P<0.01), and the expression of p-Smad2 and p-Smad3, key proteins of the TGF-β1/Smad pathway, was reduced (P<0.01). ConclusionFeiyanning inhibits the invasion and metastasis of NSCLC cells and EMT. The mechanism is related to the inhibition of TGF-β1/Smad signaling pathway.
2.Feiyanning Inhibits Invasion and Metastasis of Non-small Cell Lung Cancer by Regulating EMT via TGF-β1/Smad Signaling Pathway
Xiaojie FU ; Jia YANG ; Kaile LIU ; Wenjie WANG ; Zhenye XU ; Zhongqi WANG ; Haibin DENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):110-120
ObjectiveTo explore the mechanism of the anti-cancer compound formula Feiyanning in inhibiting epithelial-mesenchymal transition (EMT) and invasion and metastasis of non-small cell lung cancer (NSCLC). MethodsCell proliferation and activity were assessed using the cell counting kit-8(CCK-8) assay to evaluate the effect of Feiyanning on the proliferation of A549 and H1299 cells. Wound healing and Transwell assays were conducted to examine Feiyanning's impact on the metastasis of A549 and H1299 cells. The effects of Feiyanning on EMT and the transforming growth factor-β1 (TGF-β1)/Smad signaling pathway proteins in A549 and H1299 cells were detected by Western blot. Exogenous TGF-β1 was used to induce EMT in A549 and H1299 cells. The effects of Feiyanning on TGF-β1-induced NSCLC cell metastasis, EMT, and the TGF-β1/Smad pathway proteins were assessed by wound healing assay, Transwell assay, and Western blot. In vivo, an A549 lung metastasis model was established via tail vein injection in nude mice. A total of 28 SPF male nude mice were randomly divided into four groups: Model (NC) group, Feiyanning low-dose (FYN1) group, Feiyanning high-dose (FYN2) group, and the positive control group (TGF-β receptor kinase inhibitor SB431542 group). The corresponding interventions were performed. After 40 days, the mice were euthanized, and lung metastases were analyzed. The expression of E-cadherin, N-cadherin, p-Smad2, and p-Smad3 in each group was detected by immunohistochemistry (IHC). ResultsAfter Feiyanning intervention, compared to the blank group, Feiyanning inhibited the proliferation of A549 and H1299 cells in a concentration-dependent manner (P<0.01). The metastasis ability of Feiyanning-treated cells was significantly decreased compared to the blank group (P<0.01). The expression of EMT marker proteins N-cadherin and zinc finger transcription factors (Zeb1, Snail, Slug) was significantly reduced in the Feiyanning groups compared to the blank group (P<0.05, P<0.01). The expression of p-Smad2/3, Smad2/3, TβRI, and TβRⅡ, key proteins in the TGF-β1/Smad signaling pathway, was also significantly decreased (P<0.01). In the TGF-β1-induced EMT model, compared to the TGF-β1 group, the cell metastasis ability in the Feiyanning groups was reduced (P<0.01), and the expression levels of N-cadherin, Zeb1, Snail, and Slug were significantly lower (P<0.01). The expression levels of p-Smad2/3, Smad2/3, TβRI, and TβRⅡ were also significantly reduced (P<0.01). In vivo results showed that compared to the model group, the number of lung metastases in the FYN1, FYN2, and SB431542 groups was reduced (P<0.01), and the range of cell infiltration was narrowed. Immunohistochemical results showed that compared to the model group, the expression of E-cadherin in the FYN1, FYN2, and SB431542 groups was increased (P<0.01), the expression of N-cadherin decreased (P<0.05, P<0.01), and the expression of p-Smad2 and p-Smad3, key proteins of the TGF-β1/Smad pathway, was reduced (P<0.01). ConclusionFeiyanning inhibits the invasion and metastasis of NSCLC cells and EMT. The mechanism is related to the inhibition of TGF-β1/Smad signaling pathway.
3.Untargeted Metabolomics Analysis of Demyelination in the Brain of Balb/c Mice Infected by Angiostrongylus cantonensis
Zhen NIU ; Xiaojie WU ; Liang YANG ; Zhixuan MA ; Junxiong YANG ; Ying FENG
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(2):293-300
ObjectiveTo investigate the demyelination induced by Angiostrongylus cantonensis (AC) infection in the brain of Balb/c mice and analyze the untargeted metabolomic changes in the corpus callosum, aiming to elucidate the underlying mechanisms. MethodsBalb/c mice were randomly assigned to a control group (n=6) and an infection group (n=6). The infection group was orally administered 30 third-stage larvae of AC, while the control group received an equal volume of saline. Body weight, visual function, and behavioral scores were measured on post-infection 3, 6, 9, 12, 15, 18, and 21 days to assess neurological alterations. After 21 days, brain tissues were harvested for immunofluorescence staining, hematoxylin-eosin (HE) staining, and transmission electron microscopy to examine morphological changes in brain myelin and retina. Metabolomics analysis was performed, and differential metabolites were identified using volcano plots and heatmaps. The distribution of fold changes and bar charts were used to profile the key metabolites. These differential metabolites were then subjected to Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and regulatory network analysis. ResultsOn the 9th day after AC infection, Balb/c mice showed a decline in neurological behavioral scores (P<0.05). By day 15, visual scores decreased (P<0.05), and by day 21, significant weight loss (P<0.001) and mortality were observed. Concurrently, transmission electron microscopy and immunofluorescence staining revealed significant myelin damage in the corpus callosum and a marked reduction in oligodendrocytes (P<0.001). HE staining showed severe retinal ganglion cell damage. Metabolomic analysis revealed that glycerophospholipids were the most abundant differential metabolites, with steroids and sphingolipids being relatively less abundant. Cholesteryl ester CE (20:2) was significantly upregulated (P<0.001), while phosphatidylmethanol (18:0_18:1) was significantly downregulated (P<0.01). KEGG enrichment and regulatory network analyses demonstrated that the differential metabolites were mainly enriched in metabolic pathways like steroid biosynthesis, bile secretion, and cholesterol metabolism, and were involved in key metabolic pathways such as sphingolipid metabolism, neural signal regulation, and glycerophospholipid metabolism. ConclusionsAC infection affects the metabolic state of mice via multiple pathways, modifying the levels of metabolites crucial for myelination and myelin stability. Demyelination may be closely linked to the disruption of these key metabolic pathways, particularly the dysregulation of cholesterol and sphingolipid metabolism, potentially playing a central role in demyelination onset. Furthermore, alterations in phospholipid metabolism and abnormal nerve signaling regulation may exacerbate myelin damage.
4.Analysis of syncopal DRVR in blood donors: multicenter hemovigilance data (2020—2023)
Junhong YANG ; Qing XU ; Wenqin ZHU ; Fei TANG ; Ruru HE ; Zhenping LU ; Zhujiang YE ; Fade ZHONG ; Gang WU ; Guoqiang FENG ; Xiaojie GUO ; Jia ZENG ; Xia HUANG
Chinese Journal of Blood Transfusion 2025;38(8):1071-1076
Objective: Data on syncopal donation-related vasovagal reaction (DRVR) collected from 74 blood centers between 2020 and 2023 was statistically analyzed to provide a reference for developing preventive strategies against syncopal DRVR. Methods: Data on blood donation adverse reactions and basic information of donors from 2020 to 2023 were collected through the information management system at monitoring sentinel sites. Statistical analysis was performed on the following aspects of syncopal DRVR: characteristics of donors who experienced syncope, reported incidence, triggers, duration, presence and occurrence time of syncope-related trauma, clinical management including outpatient and inpatient treatment, and severity grading. Results: From 2020 to 2023, 45 966 donation-related adverse reactions were recorded. Of these, 1 665 (3.72%) cases were syncopal DRVR. The incidence of syncopal DRVR decreased with age, being the highest in the 18-22 age group. Incidence was significantly higher in female donors than male donors, in first-time donors than repeat donors, and in university and individual donors than group donors (all P<0.05). There was no statistically significant difference among different blood donation locations (P>0.05). The top three triggers were tension, fatigue, and needle phobia or fear of blood. Among syncopal DRVR cases, 60.36% occurred during blood collection, 87.63% lasted for less than 60 seconds, and 5.05% were accompanied by trauma. Notably, 57.14% of these traumas occurred after donor had left the blood collection site. Syncope severity was graded based on required treatment: grade 1 (fully recovered without treatment, 95.50%); grade 2 (recovered after outpatient treatment, 4.02%); and grade 3 (recovered after inpatient treatment, 0.48%). Conclusion: By analyzing the data of syncopal DRVR cases, it is possible to provide a reference for formulating blood donor safety policies.
5.Construction of a risk prediction model for bloodstream infection induced by carbapenem-resistant Klebsiella pneumoniae
Xiaojie YU ; Wenming YANG ; Pingping SONG ; Ying WEI ; Na WANG
China Pharmacy 2024;35(1):75-79
OBJECTIVE To construct a risk prediction model for bloodstream infection (BSI) induced by carbapenem-resistant Klebsiella pneumoniae (CRKP). METHODS Retrospective analysis was conducted for clinical data from 253 patients with BSI induced by K. pneumoniae in the First Hospital of Qinhuangdao from January 2019 to June 2022. Patients admitted from January 2019 to December 2021 were selected as the model group (n=223), and patients admitted from January 2022 to June 2022 were selected as the validation group (n=30). The model group was divided into the CRKP subgroup (n=56) and the carbapenem- sensitive K. pneumoniae (CSKP) subgroup (n=167) based on whether CRKP was detected or not. The univariate and multivariate Logistic analyses were performed on basic information such as gender, age and comorbid underlying diseases in two subgroups of patients; independent risk factors were screened for CRKP-induced BSI, and a risk prediction model was constructed. The established model was verified with patients in the validation group as the target. RESULTS Admissioning to intensive care unit (ICU), use of immunosuppressants, empirical use of carbapenems and empirical use of antibiotics against Gram-positive coccus were independent risk factors of CRKP-induced BSI (ORs were 3.749, 3.074, 2.909, 9.419, 95%CIs were 1.639-8.572, 1.292- 7.312, 1.180-7.717, 2.877-30.840, P<0.05). Based on this, a risk prediction model was established with a P value of 0.365. The AUC of the receiver operating characteristic (ROC) curve of the model was 0.848 [95%CI (0.779, 0.916), P<0.001], and the critical score was 6.5. In the validation group, the overall accuracy of the prediction under the model was 86.67%, and the AUC of ROC curve was 0.926 [95%CI (0.809, 1.000], P<0.001]. CONCLUSIONS Admission to ICU, use of immunosuppressants, empirical use of carbapenems and empirical use of antibiotics against Gram-positive coccus are independent risk factors of CRKP- induced BSI. The CRKP-induced BSI risk prediction model based on the above factors has good prediction accuracy.
6.Dentification and blood transfusion therapy of anti-C, e alloantibodies with anti-e, Jkb mimicking alloantibodies
Xin ZOU ; Sifei MA ; Hongmei YANG ; Xiaojie FAN
Chinese Journal of Blood Transfusion 2024;37(2):214-218
【Objective】 To investigate the differential diagnosis of 1 anti-C, e alloantibodies combined with anti-e, Jkb mimicking alloantibodies by absorption-elution test and titer integral method. 【Methods】 ABO, Rh and Kidd blood group antigens were identified by tube method. Two sets of panel cells were used for antibody screening and antibody specificity identification by saline method, polyamine method and microcolumn gel method.The antibody was further confirmed by multiple absorption-elution tests and titer integral method. RHCE and JK gene were sequenced by multiple PCR. 【Results】 Serological gene sequencing analysis showed that the ABO blood group of the patient was A type with Rh subtype ccDEE and was positive for direct antiglobulin test (DAT). Multiple absorption-elution tests and titer integral method demonstrated that the serum of the patient contained anti-C, e alloantibodies along with anti-e, Jkb mimicking autoantibodies and there were anti-e, Jkb mimicking autoantibodies on red blood cells(RBCs). According to gene sequencing analysis, there was G>C at exon 676 of the RHCE gene, and the remaining exons were not mutated, suggesting that the RHCE phenotype was ccEE. The 838 G/A heterozygote of exon 9 in JK gene, Jk blood group phenotype was Jk (a+ b+ ). Cross matched type A ccDEE and Jk(a+ b-) RBCs were transfused, and no adverse reactions occurred. 【Conclusion】 Serology combined with molecular biology to identify the phenotype of the patient′s RBCs, absorption-elution test and titer integral method to identify the antibody of the patient′s serum can detect the alloantibody type, thus providing strategies for targeted blood transfusion.
7.Exploring Efficacy and Mechanism of Saffron Floral Bio-residues for Treatment of Hyperuricemia Combined with Gouty Arthritis Based on Compound Compatibility Environment
Jiping WU ; Qingqing LI ; Lan WANG ; Xiaojie YIN ; Shuyi FENG ; Zhihao WANG ; Rixin LIANG ; Bin YANG ; Zhiyong LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):129-140
ObjectiveTo investigate the efficacy and mechanism of saffron floral bio-residues(SFB) in the treatment of hyperuricemia(HUA) combined with gouty arthritis(GA) in a compound compatibility setting. MethodScreening candidate control Chinese medicines for compound and SFB based on network target distance calculation and data analysis. After adaptive feeding of 80 SD rats for 7 days, 10 rats were randomly selected as the blank group, while the remaining 70 rats were intraperitoneally injected with 3% potassium oxonate and orally administered with 1% adenine for 14 consecutive days. On the 13th day, rats were injected with 2.5% sodium urate solution into the right ankle joint cavity to induce swelling of the joint capsule on the opposite side, inducing a HUA combined with GA model. At the same time, the modeling rats were randomly divided into 7 groups, including the model group, benzbromarone group(positive drug, 0.02 g·kg-1), Tongfengshu tablets group(9 g·kg-1), Tongfengshu granules group(9 g·kg-1), SFB granules group(3.6 g·kg-1), Plantaginis Semen granules group(3.6 g·kg-1), and new formula group(SFB replacing Plantaginis Semen in Tongfengshu granules, 9 g·kg-1), with 10 rats in each group. Each treatment group was orally administered with the corresponding drugs according to body weight, while the control and model groups were given equal volume of distilled water by gavage once a day for 14 consecutive days. After 14 days of synchronous administration and modeling, changes in gait, ankle joint swelling and mechanical pain threshold in rats were observed, and serum uric acid, creatinine, urea nitrogen and xanthine oxidase(XOD) were measured. Enzyme-linked immunosorbent assay(ELSIA) was used to detect the levels of tumor necrosis factor(TNF)-α, interleukin(IL)-1β and IL-6 in rat serum, hematoxylin-eosin(HE) staining was used to observe the pathological changes in the liver, kidney and ankle joints of rats, Western blot was used to detect the expression levels of uric acid transporter 1(URAT1), glucose transporter 9 (GLUT9), organic anion transporter 1(OAT1), adenosine triphosphate(ATP) binding cassette transporter G2(ABCG2), and liver XOD proteins. ResultThrough network pharmacology analysis, Plantaginis Semen was selected as a candidate control herb, and Tongfengshu tablets was used as a compound compatibility environment to explore the efficacy of SFB in reducing blood uric acid levels and treating GA. Animal experiments showed that compared with the blank group, the gait score and joint swelling degree of the model group were significantly increased, and the mechanical pain threshold was significantly decreased(P<0.01). Compared with the model group, the gait score, joint swelling degree and mechanical pain threshold of rats in each medication group were improved to varying degrees. Biochemical indicators showed that compared with the blank group, the serum uric acid, creatinine, urea nitrogen and XOD levels of the model group were significantly increased(P<0.01). Compared with the model group, the serum uric acid and XOD levels of rats in each treatment group were significantly decreased(P<0.01). ELISA results showed that compared with the blank group, the levels of serum TNF-α, IL-1β and IL-6 in the model group were significantly increased(P<0.01). Compared with the model group, the levels of TNF-α, IL-1β and IL-6 in the benzbromarone group, Tongfengshu tablets group, Tongfengshu granules group and new formula group were significantly reduced(P<0.05,P<0.01). Western blot results showed that compared with the blank group, the expression levels of URAT1 and GLUT9 proteins in renal tissue and OXD protein in liver tissue of the model group were significantly increased, while the expression levels of renal OAT1 and ABCG2 were significantly decreased(P<0.01). Compared with the model group, the expression levels of renal URAT1 and GLUT9 in the SFB granules group, Tongfengshu granules group and new formula group were significantly decreased, while the expression levels of renal OAT1 and ABCG2 were significantly increased, and the expression of XOD protein in liver tissue was significantly decreased(P<0.05, P<0.01). Pathological analysis showed that focal infiltration of neutrophils, cell necrosis and nuclear fragmentation were observed in the liver tissue of the model group, sodium urate deposition crystals and tubular dilation appeared in renal tissue, synovial hyperplasia and inflammatory cell infiltration appeared in ankle joint. Compared with the model group, the abnormal degrees of liver, kidney and ankle joint tissue of rats in each treatment group were alleviated. ConclusionThe new formula of SFB replacing Plantaginis Semen has the same effect in the treatment of HUA combined with GA. This study proposes a new strategy to investigate the efficacy of new resources of Chinese medicine in a compound compatibility environment, which can provide a new demonstration for the research and development of new resources of Chinese medicine.
8.The molecular epidemiological characteristics of the gastroenteritis outbreaks caused by norovirusin Hainan Province,2020-2022
Yunting ZENG ; Haiyun CHEN ; Dandan LI ; Yanhui YANG ; Miao JIN ; Qiong HUANG ; Lei CUI ; Zhengfan PAN ; Lina REN ; Xiaojie YU
Acta Universitatis Medicinalis Anhui 2024;59(2):336-343
Objective To understand the molecular epidemiological characteristics of Norovirus outbreaks and the genome evolution of Norovirus epidemic strains in Hainan Province from 2020 to 2022.Methods The information and samples have been collected from the norovirus outbreaks from 2020 to 2022.Norovirus was detected by using the real-time PCR in these samples,then the detected sequences were amplified the analyzed.The Norovirus se-quences of 8 strains had been amplified and analyzed.Results From 2020 to 2022,39 gastroenteritis outbreaks were reported,and 25 outbreaks caused by Norovirus which mainly occurred in childcare institutions and schools(20/25,80%).The Norovirus outbreaks were mainly concentrated in counties around Haikou(northeast),which including Ding'an(5 cases),Wenchang(4 cases),Chengmai(4 cases),and Lingao(3 cases);following by western regions which included Baisha(2 cases),Ledong(2 cases),and Dongfang(3 cases).1 case was in Wanning in the southeast.Among individuals aged 2-17,the positive proportion of Norovirus in males was higher than that in females.Among individuals aged over 55,the proportion of Norovirus positive in females was higher than that in males.The gender of positive samples among individuals aged 18-40 was related to their profession.According to RT-PCR typing and sequencing,GⅡ group Norovirus were classified in13 outbreaks.There were 4 genotypes detected.GⅡ.2[P1 6]was the main epidemic strain with 60%(9/13),and the other three genotypes were GⅡ.4 Sydney[P31](15.4%,2/13)GⅡ.4 Sydney[P16](7.7%,1/13)and GⅡ.3[P12](7.7%,1/13).Further genic analysis of 8 Norovirus strains showed that all of them were still in the same branch as the previ-ous strain,and all exhibited a certain amount of amino acid variation.Conclusion Norovirus is the main pathogen of gastroenteritis outbreaks in Hainan province,and the main epidemic strain is GⅡ.2[P16].It is necessary to continue to strengthen the monitoring that provides scientific evidence for the prevention and control of norovirus out-breaks in Hainan region.
9.Artery anatomy of localized renal cell carcinoma: an initial study based on 3D Slicer software
Ke GAO ; Ziyan WAN ; Ya ZHANG ; Hui ZHANG ; Xiaojie YANG ; Tie CHONG ; Delai FU
Journal of Modern Urology 2024;29(4):298-301
【Objective】 To analyze the position of the feeding artery entering the renal cell carcinoma (RCC) with 3D Slicer software, so as to explore the distribution pattern of the tumor artery and to provide an anatomical basis for the accurate surgical resection. 【Methods】 The clinical data of RCC patients who underwent partial nephrectomy in the Department of Urology, The Second Affiliated Hospital of Xi'an Jiaotong University during Jan.2021 and Jun.2022 were collected.The preoperative renal artery CT angiography data were imported into 3D Slicer software in DICOM format to construct the relative positions of tumor-feeding artery from horizontal, sagittal and coronary planes.The number and distribution of tumor feeding arteries in each plane were analyzed. 【Results】 A total of 112 patients (59 male and 53 female) with single tumor were involved.RENAL score was 4-10.The tumor stages were T1a in 58 cases, T1b in 48 cases, and T2a in 6 cases.Among them, 38 cases (33.93%) had 1 tumor artery, 53 cases (47.32%) had 2 tumor arteries, and 21 cases (18.75%) had 3 tumor arteries.Of these 207 tumor arteries, 22 (10.63%) entered the tumor through the superficial part of the tumor bed, and 185 (89.37%) through the deep part. 【Conclusion】 In localized RCC, nearly 90% of the feeding arteries enter the tumor from deep part of the tumor bed, which provides an anatomical basis for accurate tumor resection and wound suture in partial nephrectomy.
10.Construction of risk prediction model for non-compliance with inhalation medication in COPD patients
Xiaojie YU ; Yanmin ZHAO ; Ailing HU ; Wenming YANG ; Na WANG
China Pharmacy 2024;35(11):1391-1395
OBJECTIVE To construct a risk prediction model for non-compliance with inhaled medication in patients with chronic obstructive pulmonary disease (COPD). METHODS A retrospective analysis was conducted on 365 COPD patients admitted to the cough and wheeze pharmaceutical care clinic of the First Hospital of Qinhuangdao from October 2021 to October 2023. The patients admitted from October 2021 to June 2023 were selected as the model group (n=303), and the patients admitted from July to October 2023 were selected as the validation group (n=62). The model group was divided into compliance subgroup (n=126) and non-compliance subgroup (n=177). Univariate analysis combined with multivariate Logistic regression analysis were used to analyze the risk factors for non-compliance with inhaled formulations in patients; the risk prediction model was established through regression analysis, and the accuracy of the model prediction was evaluated based on the validation group of patients. RESULTS Multivariate Logistic regression analysis showed that simultaneous use of 2 inhaled formulations (OR=3.730, 95%CI 1.996-6.971, P<0.001), the number of acute exacerbations within one year ≥2 (OR=2.509, 95%CI 1.509-4.173, P<0.001), smoking (OR=2.167, 95%CI 1.309-3.588, P=0.003), complicated with anxiety/depression (OR=2.112, 95%CI 1.257-3.499, P=0.004) and mMRC grading≥2 levels (OR=1.701, 95%CI 1.014-2.853, P=0.044) were risk factors for non-compliance with inhaled preparations. Based on this, a risk prediction model was established and the ROC curve was drawn. The areas under the curve of the model group and validation group were 0.836 and 0.928, and the overall accuracy of the model’s prediction was 88.71%. CONCLUSIONS The predictive model based on the simultaneous use of 2 inhaled formulations, the number of acute exacerbations within one year ≥2, smoking, complicated with anxiety/depression, mMRC grading ≥2 levels has certain predictive value for the risk of non-compliance with inhaled formulations for COPD patients.

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