1.Construction and validation of circadian rhythm genes-related prognostic risk model for lung adenocarcinoma
Yanqi CUI ; Hu ZHAO ; Yawei ZHANG ; Lin NI ; Duohuang LIAN ; Jingrong YANG ; Shixin YE ; Fengfeng XU ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(04):550-558
Objective To explore the relationship between circadian rhythm genes and the occurrence, development, prognosis, and tumor microenvironment (TME) of lung adenocarcinoma (LUAD). Methods The Cancer Genome Atlas data were used to evaluate the expression, copy number variation, and somatic mutation frequency of circadian gene sets in LUAD. Gene ontology, Kyoto encyclopedia of genes and genomes, and gene set enrichment analysis were used to explore the potential mechanisms by which circadian rhythm genes affected LUAD progression. Cox regression, least absolute shrinkage and selection operator regression, support vector machine recursive feature elimination, and random forest screened circadian genes and established prognostic models, and on this basis constructed nomogram to predict patients’ 1-, 3-, and 5-year survival rates. Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves were drawn to evaluate the predictive ability of the model, and the external dataset of GEO further verified the prognostic value of the prediction model. In addition, we evaluated the association of the prognostic model with immune cells and immune checkpoint genes. Single cell RNA sequencing (scRNA-seq) analysis was used to explore the molecular characteristics between prognostically relevant circadian genes and different immune cell populations in TME. Results Differentially expressed circadian rhythm genes were mainly enriched in biological processes related to cGMP-PKG signaling pathway, lipid and atherosclerosis, and JAK-STAT signaling pathway. Seven circadian rhythm genes: LGR4, CDK1, KLF10, ARNTL2, RORA, NPAS2, PTGDS were screened out, and a RiskScore model was established. According to the median RiskScore, samples were divided into a high-risk group and a low-risk group. Compared with patients in the low-risk group, patients in the high-risk group showed a poorer prognosis (P<0.001). Immunological characterization analysis showed that there were differences in the infiltration of multiple immune cells between the low-risk group and high-risk group. Most immune checkpoint genes had higher expression levels in the high-risk group than those in the low-risk group, and RiskScore was positively correlated with the expression of CD276, TNFSF4, PDCD1LG2, CD274, and TNFRSF9, and negatively correlated with the expression of CD40LG and TNFSF15. The scRNA-seq analysis showed that RORA and KLF10 were mainly expressed in natural killer cells. Conclusion The prognostic model based on seven feature circadian rhythm genes has certain predictive value for predicting survival of LUAD patients. Dysregulated expression of circadian genes may regulate the occurrence, progression as well as prognosis of LUAD through affecting TME, which provides a possible direction for finding potential strategies for treating LUAD from the perspective of mechanism by which circadian disorder affects immune cells.
2.Effects of Yifei Jianpi Prescription on Airway Mucus Hypersecretion and Protein Expressions of EGFR/PKC/NF-κB Pathway in Rats with Acute Lung Injury
Yaru YANG ; Yujie YANG ; Zhongbo ZHU ; Xuhui ZHANG ; Xiping LIU ; Hongmei LI ; Shixia LI ; Shixin ZHOU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):83-90
Objective To observe the effects of Yifei Jianpi Prescription on airway mucus hypersecretion and protein expressions of EGFR/PKC/NF-κB pathway in lipopolysaccharide(LPS)-induced acute lung injury(ALI)model rats;To explore its mechanism in the treatment of ALI.Methods Ten of 60 SPF SD rats were randomly selected as blank group,and the other rats were intratracheal instilled with LPS to establish ALI model.The model rats were randomly divided into model group,dexamethasone group and Yifei Jianpi Prescription high-,medium-and low-dosage groups,with 8 rats in each group.Each treatment group was given corresponding drug solution by gavage,and the blank group and model group were given equal volume of normal saline by gavage,once a day for 14 days.The pulmonary functions of rats were measured[peak expiratory flow(PEF),tidal volume(TV),expiratory volume(EV),50%expiratory flow rate(EF50)],HE staining was used to observe the morphology of lung tissue,AB-PAS staining was used to evaluate the proliferation and mucus secretion of goblet cells,the expressions of epidermal growth factor receptor(EGFR),protein kinase C(PKC),nuclear factor-κB(NF-κB)p65 and MUC5AC in lung tissue were detected by immunofluorescence staining,the mRNA expressions of EGFR and MUC5AC in lung tissue were detected by fluorescent quantitative PCR,and the content of MUC5AC in lung tissue was detected by ELISA.Results Compared with the blank group,PEF,TV,EV and EF50 of the model group rats significantly decreased(P<0.01);the bronchial wall was significantly thickened,the lumen narrowed,pulmonary interstitial edema and hyperemia,the thickness of alveolar wall increased,accompanied by a large number of inflammatory cells infiltration,and the lung tissue injury score increased significantly(P<0.01);goblet cells proliferated significantly,mucus secretion increased significantly(P<0.01);the protein expressions of EGFR,PKC,NF-κB p65,MUC5AC and mRNA expressions of EGFR and MUC5AC in lung tissue increased significantly(P<0.01),and the content of MUC5AC in lung tissue increased significantly(P<0.01).Compared with the model group,PEF,TV,EV and EF50 in dexamethasone group and Yifei Jianpi Prescription each dosage groups increased in varying degrees;the pathological injury of lung tissue was alleviated to varying degrees,the score of lung tissue injury was reduced;the proliferation of goblet cells was reduced,and the secretion of mucus was reduced,the expressions of EGFR,PKC,NF-κB p65,MUC5AC protein and EGFR,MUC5AC mRNA in lung tissue decreased,and the content of MUC5AC in lung tissue decreased.There was statistical significance in dexamethasone group and Yifei Jianpi Prescription high-and medium-dosage groups(P<0.01).Conclusion Yifei Jianpi Prescription can inhibit the hypersecretion of airway mucus and the high expression of EGFR/PKC/NF-κB pathway protein in rats with ALI induced by LPS.
3.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
4.Efficacy Analysis of BMD,T-scores,HU Values,and Modified VBQ Scores in Predicting Thoracolumbar Fragility Fractures
Shixin XU ; Rongshuang YAN ; Cheng PAN ; Yang LUO ; Derui FEI ; Quan LI ; Ying ZHANG
Journal of Kunming Medical University 2025;46(8):58-64
Objective To investigate the differences in BMD,T-scores,lumbar HU values,and modified VBQ scores in patients with thoracolumbar fractures,analyze their correlations,and evaluate their predictive efficacy for thoracolumbar fractures.Methods Patients with thoracolumbar fragility fractures and hospitalized in the Department of Orthopedics at the Second Affiliated Hospital of Kunming Medical University from January 2022 to March 2025 were retrospectively enrolled.Among them,132 eligible patients were divided into the fracture group(n=63)and the non-fracture group(n=69).BMD and T-scores of L1~L4 vertebrae were measured via DEXA,lumbar HU values were obtained from CT scans,and modified VBQ scores were calculated using lumbar MRI.Intergroup comparisons were performed using independent samples t-tests.Pearson's correlation analysis was used to assess the relationships among BMD,T-scores,HU values,and modified VBQ scores.Receiver operating characteristic(ROC)curve analysis was conducted to evaluate their predictive performance for thoracolumbar fractures.Results The fracture group exhibited significantly lower mean BMD,T-scores,and HU values in L1~L4 compared to the non-fracture group,while modified VBQ scores were significantly higher(P<0.001).Correlation analysis revealed a significant positive correlation between BMD,T-scores,and HU values in L1~L4,whereas all three parameters showed a significant negative correlation with modified VBQ scores(P<0.001).The AUC values for predicting thoracolumbar fractures were 0.826(T-score),0.836(BMD),0.759(HU value),and 0.875(modified VBQ score),with optimal cutoff thresholds of-1.65(T-score),0.836 g/cm2(BMD),68.4(HU value),and 3.01(modified VBQ score),respectively.Conclusion BMD,T-scores,HU values,and modified VBQ scores in L1~L4 vertebrae are significantly correlated and can serve as the predictive indicators for thoracolumbar fractures.Among them,the modified VBQ score demonstrates the best predictive performance,making it a valuable auxiliary tool for assessing the vertebral bone quality.
5.Exploration on the Effects of Shengxian Huaxian Prescription on Pulmonary Fibrosis with Regulating the Polarization of M2 Type Macrophages Based on STAT6/PPAR-γ Pathway
Hong YANG ; Shixin ZHOU ; Hongmei LI ; Yanlin WU ; Xiping LIU ; Zhongbo ZHU ; Xuhui ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):113-119
Objective To observe the synergistic effect of Shengxian Huaxian Prescription and its disassembled prescription on pulmonary fibrosis;To explore whether its mechanism is related to regulating the STAT6/PPAR-y pathway to promote polarization of M2 type macrophages towards M1 type.Methods Ten SD rats were randomly selected from 70 rats as blank group,and the remaining rats were re-established pulmonary fibrosis model by intratracheal infusion of bleomycin.After modeling,the rats were divided into model group,positive group,Shengxian Huaxian Prescription group,Shengxian group,Tongluo group and Bushen group,with 10 rats in each group.Shengxian Huaxian Prescription group,Shengxian group,Tongluo group and Bushen group were given 12.60,7.65,3.60 and 2.25 g/kg of corresponding TCM solution,respectively;the positive group was given 0.12 g/kg of pirfenidone suspension;the blank group and the model group were given equal volume of normal saline,once a day,for consecutive 28 days.The lung function of rats was detected,the contents of IL-6 and TGF-β1 in serum were detected by ELISA,the pathological changes in lung tissue were observed by Masson staining,the expression of CD68,iNOS and CD206,Arg-1 in lung tissue were detected by immunofluorescence,the expression of SOCS1,SOCS3,STAT6,p-STAT6 and PPAR-γ in lung tissue were detected by Western blot.Results Compared with the blank group,the PEF,PIF and EF50 in model group rats significantly decreased,and the contents of serum IL-6 and TGF-β1 significantly increased,Masson staining showed a large amount of collagen fiber deposition,Ashcroft score significantly increased,CD206,Arg-1,STAT6,p-STAT6,PPAR-y protein expression significantly increased(P<0.01),the expressions of SOCS1 and SOCS3 protein significantly decreased(P<0.01),while the expression of CD68 and iNOS were not significantly changed(P>0.05).Compared with the model group,the PEF,PIF and EF50 in all administration groups significantly increased,and the contents of serum IL-6 and TGF-β1 significantly decreased,collagen fiber deposition in lung tissue were decreased to varying degree,Ashcroft score significantly decreased,the expression of CD206,Arg-1,STAT6,p-STAT6 and PPAR-γ protein significantly decreased(P<0.01),the expressions of CD68,iNOS,SOCS1 and SOCS3 protein significantly increased(P<0.05).The above indicators showed the most significant changes in Shengxian Huaxian Prescription group,followed by Shengxian group(P<0.01,P<0.05).Conclusion Both Shengxian Huaxian Prescription and its disassembled prescription have anti pulmonary fibrosis effects,and their mechanism may related to regulating the STAT6/PPAR-y pathway and promoting polarization of M2 type macrophages towards M1 type.Shengxian Huaxian Prescription group has the best effect,while Shengxian group play an important role in the prescription,and the compatibility between each group has a synergistic effect.
6.Effects of Yifei Jianpi Prescription on Airway Mucus Hypersecretion and Protein Expressions of EGFR/PKC/NF-κB Pathway in Rats with Acute Lung Injury
Yaru YANG ; Yujie YANG ; Zhongbo ZHU ; Xuhui ZHANG ; Xiping LIU ; Hongmei LI ; Shixia LI ; Shixin ZHOU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):83-90
Objective To observe the effects of Yifei Jianpi Prescription on airway mucus hypersecretion and protein expressions of EGFR/PKC/NF-κB pathway in lipopolysaccharide(LPS)-induced acute lung injury(ALI)model rats;To explore its mechanism in the treatment of ALI.Methods Ten of 60 SPF SD rats were randomly selected as blank group,and the other rats were intratracheal instilled with LPS to establish ALI model.The model rats were randomly divided into model group,dexamethasone group and Yifei Jianpi Prescription high-,medium-and low-dosage groups,with 8 rats in each group.Each treatment group was given corresponding drug solution by gavage,and the blank group and model group were given equal volume of normal saline by gavage,once a day for 14 days.The pulmonary functions of rats were measured[peak expiratory flow(PEF),tidal volume(TV),expiratory volume(EV),50%expiratory flow rate(EF50)],HE staining was used to observe the morphology of lung tissue,AB-PAS staining was used to evaluate the proliferation and mucus secretion of goblet cells,the expressions of epidermal growth factor receptor(EGFR),protein kinase C(PKC),nuclear factor-κB(NF-κB)p65 and MUC5AC in lung tissue were detected by immunofluorescence staining,the mRNA expressions of EGFR and MUC5AC in lung tissue were detected by fluorescent quantitative PCR,and the content of MUC5AC in lung tissue was detected by ELISA.Results Compared with the blank group,PEF,TV,EV and EF50 of the model group rats significantly decreased(P<0.01);the bronchial wall was significantly thickened,the lumen narrowed,pulmonary interstitial edema and hyperemia,the thickness of alveolar wall increased,accompanied by a large number of inflammatory cells infiltration,and the lung tissue injury score increased significantly(P<0.01);goblet cells proliferated significantly,mucus secretion increased significantly(P<0.01);the protein expressions of EGFR,PKC,NF-κB p65,MUC5AC and mRNA expressions of EGFR and MUC5AC in lung tissue increased significantly(P<0.01),and the content of MUC5AC in lung tissue increased significantly(P<0.01).Compared with the model group,PEF,TV,EV and EF50 in dexamethasone group and Yifei Jianpi Prescription each dosage groups increased in varying degrees;the pathological injury of lung tissue was alleviated to varying degrees,the score of lung tissue injury was reduced;the proliferation of goblet cells was reduced,and the secretion of mucus was reduced,the expressions of EGFR,PKC,NF-κB p65,MUC5AC protein and EGFR,MUC5AC mRNA in lung tissue decreased,and the content of MUC5AC in lung tissue decreased.There was statistical significance in dexamethasone group and Yifei Jianpi Prescription high-and medium-dosage groups(P<0.01).Conclusion Yifei Jianpi Prescription can inhibit the hypersecretion of airway mucus and the high expression of EGFR/PKC/NF-κB pathway protein in rats with ALI induced by LPS.
7.Exploration on the Effects of Shengxian Huaxian Prescription on Pulmonary Fibrosis with Regulating the Polarization of M2 Type Macrophages Based on STAT6/PPAR-γ Pathway
Hong YANG ; Shixin ZHOU ; Hongmei LI ; Yanlin WU ; Xiping LIU ; Zhongbo ZHU ; Xuhui ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):113-119
Objective To observe the synergistic effect of Shengxian Huaxian Prescription and its disassembled prescription on pulmonary fibrosis;To explore whether its mechanism is related to regulating the STAT6/PPAR-y pathway to promote polarization of M2 type macrophages towards M1 type.Methods Ten SD rats were randomly selected from 70 rats as blank group,and the remaining rats were re-established pulmonary fibrosis model by intratracheal infusion of bleomycin.After modeling,the rats were divided into model group,positive group,Shengxian Huaxian Prescription group,Shengxian group,Tongluo group and Bushen group,with 10 rats in each group.Shengxian Huaxian Prescription group,Shengxian group,Tongluo group and Bushen group were given 12.60,7.65,3.60 and 2.25 g/kg of corresponding TCM solution,respectively;the positive group was given 0.12 g/kg of pirfenidone suspension;the blank group and the model group were given equal volume of normal saline,once a day,for consecutive 28 days.The lung function of rats was detected,the contents of IL-6 and TGF-β1 in serum were detected by ELISA,the pathological changes in lung tissue were observed by Masson staining,the expression of CD68,iNOS and CD206,Arg-1 in lung tissue were detected by immunofluorescence,the expression of SOCS1,SOCS3,STAT6,p-STAT6 and PPAR-γ in lung tissue were detected by Western blot.Results Compared with the blank group,the PEF,PIF and EF50 in model group rats significantly decreased,and the contents of serum IL-6 and TGF-β1 significantly increased,Masson staining showed a large amount of collagen fiber deposition,Ashcroft score significantly increased,CD206,Arg-1,STAT6,p-STAT6,PPAR-y protein expression significantly increased(P<0.01),the expressions of SOCS1 and SOCS3 protein significantly decreased(P<0.01),while the expression of CD68 and iNOS were not significantly changed(P>0.05).Compared with the model group,the PEF,PIF and EF50 in all administration groups significantly increased,and the contents of serum IL-6 and TGF-β1 significantly decreased,collagen fiber deposition in lung tissue were decreased to varying degree,Ashcroft score significantly decreased,the expression of CD206,Arg-1,STAT6,p-STAT6 and PPAR-γ protein significantly decreased(P<0.01),the expressions of CD68,iNOS,SOCS1 and SOCS3 protein significantly increased(P<0.05).The above indicators showed the most significant changes in Shengxian Huaxian Prescription group,followed by Shengxian group(P<0.01,P<0.05).Conclusion Both Shengxian Huaxian Prescription and its disassembled prescription have anti pulmonary fibrosis effects,and their mechanism may related to regulating the STAT6/PPAR-y pathway and promoting polarization of M2 type macrophages towards M1 type.Shengxian Huaxian Prescription group has the best effect,while Shengxian group play an important role in the prescription,and the compatibility between each group has a synergistic effect.
8.Dermabrasion for the treatment of familial benign chronic pemphigus: a clinical observation of 6 cases
Yuqing SONG ; Nan YANG ; Linlin LIU ; Ziyi FENG ; Shixin HAN ; Meijuan ZHOU
Chinese Journal of Dermatology 2024;57(8):743-746
Objective:To analyze clinical efficacy and safety of dermabrasion for the treatment of familial benign chronic pemphigus.Methods:Clinical data were retrospectively collected from 6 patients with familial benign chronic pemphigus, who underwent dermabrasion in the Department of Dermatology, the First Affiliated Hospital of Dalian Medical University from February 2019 to July 2020. There were 3 males and 3 females, they were aged from 39 to 65 years, and their disease duration ranged from 10 to 40 years. All the patients were postoperatively followed up for 14 - 34 months. Response rates were calculated, and adverse reactions and recurrence were observed.Results:Dermabrasion was performed on the 6 patients in 55 body areas. After operation, complete recovery was observed in 36 areas (65.5%), marked improvement was noted in 13 areas (23.6%), and moderate improvement was observed in 6 areas (10.9%) ; there were no areas with no response, resulting in an overall response rate of 89.1%. Postoperatively, the patients experienced no obvious discomfort, and only slight hypopigmentation and mild scars remained. During the follow-up of 14 to 34 months, no recurrence was observed in the treated areas.Conclusion:Dermabrasion was safe and effective for the treatment of familial benign chronic pemphigus.
9.Synergistic sensitization of apatinib mesylate and radiotherapy on hepatocarcinoma cells in vitro
Yongjing YANG ; Tianyang KE ; Shixin LIU ; Xue WANG ; Dequan XU ; Tingting LIU ; Ling ZHAO
Journal of Jilin University(Medicine Edition) 2024;50(4):1009-1015
Objective:To discuss the synergistic inhibitory effect of apatinib mesylate(apatinib)combined with radiotherapy(RT)on the hepatocellular carcinoma(HepG2)cells in vitro,and to clarify its related antitumor mechanism.Methods:The HepG2 cells were cultured in vitro and treated with different concentrations of apatinib and/or varying doses of X-rays.MTT method was used to detect the survival rates of the cells in various groups;the inhibitory rates of cell proliferation and the 20%inhibitory concentration(IC20)of apatinib were calculated;the X-ray irradiation dose for subsequent experiments was detected.The HepG2 cells were divided into apatinib group,RT group,and apatinib+RT group(combined group).Flow cytometry was used to detect the apoptotic rates of the cells in various groups;wound healing assay was used to detect the migration rates of the cells in various groups;ELISA method was used to detect the levels of vascular endothelial growth factor(VEGF)in the cell culture supernatant in various groups.Results:The MTT results showed that the IC20 of apatinib was 1.32 μmol·L-1,and this concentration was used for subsequent experiments,and the X-ray irradiation dose for the follow-up experiments was 2 Gy.Compared with control group,the apoptotic rates of the cells in apatinib group and RT group had no significant differences(P>0.05),while the apoptotic rate of the cells in combined group was increased(P<0.05).Compared with control group,the migration rates of the cells in apatinib group,RT group,and combined group were decreased(P<0.05);compared with apatinib group and RT group,the migration rate of the cells in combined group was decreased(P<0.05).Compared with control group,the levels of VEGF in the cell culture supernatant in apatinib group and combined group were decreased(P<0.05);compared with apatinib and RT group,the level of VEGF in the cell culture supernatant in combined group was decreased(P<0.05).Conclusion:Apatinib combined with radiotherapy significantly inhibits the proliferation and migration of the HepG2 cells in vitro and induces the apoptosis;its effect may be related to the inhibition of VEGF secretion by cells.
10.Study on the risk factors of cefoperazone/sulbactam-induced coagulation dysfunction in adult patients:a systematic review
Mingfu TUO ; Cai’e TANG ; Kun YANG ; Yabing SHEN ; Shixin LEI ; Liang YANG
China Pharmacy 2024;35(4):488-493
OBJECTIVE To systematically evaluate the risk factors for cefoperazone/sulbactam-induced coagulation dysfunction in adult patients. METHODS Retrieved from CNKI, VIP, CBM, Wanfang data, PubMed, Embase and Cochrane Library, randomized controlled trial (RCT), case-control study or cohort study about cefoperazone/sulbactam-induced coagulation dysfunction in adult patients were collected from the inception to Apr. 30th, 2023. After literature screening, data extraction and quality evaluation, meta-analysis was carried out by using RevMan 5.3 software. RESULTS A total of 13 studies were included, among which 11 studies were case-control studies, and 2 studies were cohort studies, involving 18 387 patients in total. Meta- analysis showed that the proportion of advanced age [OR=2.04, 95%CI (1.14, 3.64), P=0.02], liver insufficiency [OR=5.95, 95%CI (4.21, 8.40), P<0.000 01], renal insufficiency [OR=3.51, 95%CI (3.04, 4.05), P<0.001], hypoproteinemia [OR= 1.90, 95%CI(1.37, 2.62), P<0.001], poor diet [OR=7.25, 95%CI (5.13, 10.24), P<0.000 01], daily dose of cefoperazone/ sulbactam ≥9 g [OR=3.95, 95%CI (2.45,6.37), P<0.001], medication duration of cefoperazone/sulbactam ≥10 d [OR=2.43, 95%CI (1.81, 3.28), P<0.001], combined use of anticoagulant drugs [OR=2.84, 95%CI (2.03, 3.97), P<0.001], combined with malignant tumor [OR=1.60, 95%CI (1.20, 2.15),P<0.001] in patients with abnormal coagulation function were significantly higher than those with normal coagulation function. CONCLUSIONS Advanced age, liver insufficiency, renal insufficiency, complicated with malignant tumors and hypoalbuminemia, combined use of anticoagulant drugs, poor diet, daily dose ≥9 g, and medication duration≥10 days are risk factors for coagulation dysfunction caused by cefoperazone/sulbactam.

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