1.Research on the mechanism of Chaiqi yigan granules against liver cancer via the ferroptosis pathway
Bowen LIU ; Guiping MA ; Feng LI ; Xiaobin LI ; Fenping LU ; Xu PANG ; Shiping HU
China Pharmacy 2026;37(10):1272-1276
OBJECTIVE To explore the mechanism of Chaiqi yigan granules (CQYG) against liver cancer through the ferroptosis pathway. METHODS Network pharmacology combined with ferroptosis-related database was used to screen key targets and main effective components of CQYG against liver cancer via regulating ferroptosis; molecular docking technology was employed to analyze the binding ability of main active components to key targets. Human liver Huh-7 cells were divided into blank serum control (CON) group, CQYG drug-containing serum (CQYGKL) group, ferroptosis inducer (RSL3) group, mammalian target of rapamycin complex 1 (mTORC1) inhibitor (RMC-5552) group, mTORC1 agonist (CCT007093) group, and CCT007093+CQYGKL group. The levels of Fe 2+ , malondialdehyde (MDA), and glutathione (GSH) in the cells were detected in the former three groups; mRNA expressions of mammalian target of rapamycin (mTOR), sterol regulatory element-binding protein 1 (SREBP1), and stearoyl-CoA desaturase 1 (SCD1), protein expressions of SREBP1 and SCD1 as well as phosphorylation levels of mTOR and ribosomal S6 kinase (S6K) proteins were detected in all groups. RESULTS Key targets of CQYG for anti-liver cancer through the ferroptosis pathway were mTOR, SREBP1, SCD1,etc. The main active components included quercetin, tanshinone Ⅱ A , baicalein, etc. The binding energies of main active components to key targets were all less than -5 kJ/mol. Compared with CON group, the levels of Fe 2+ and MDA in the cells in CQYGKL group and RSL3 group were significantly increased, while the levels of GSH were significantly decreased ( P <0.05). mRNA expressions of mTOR, SREBP1 and SCD1, protein expressions of SREBP1 and SCD1, as well as the phosphorylation levels of mTOR and S6K proteins were significantly decreased in the CQYGKL group, RSL3 group, and RMC-5552 group, whereas all the above indicators were significantly increased in the CCT007093 group ( P <0.05). Compared with CCT007093 group, the changes in all the above indicators were significantly suppressed in the CCT007093+CQYGKL group ( P <0.05). CONCLUSIONS CQYG may induce ferroptosis by inhibiting mTORC1/SREBP1/SCD1 axis, thereby exerting anti-liver cancer effects.
2.Bioequivalence study of rivaroxaban tablets in healthy Chinese subjects
Lu CHEN ; Xiaobin LI ; Wenxia MA ; Hongyu XIE ; Wenping WANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(6):789-795
AIM:Study on the bioequivalence of rivaroxaban tablets from two different manufactur-ers in healthy subjects under fasting and postpran-dial conditions.METHODS:Adopting a single cen-ter,randomized,open,fasting and postprandial,four cycle,fully repeated crossover trial design.28 healthy male and female subjects were given oral administration of either the test or reference for-mulation(10 mg)on an empty stomach or in a post-prandial state,with a cleaning period of 7 days be-tween cycles.The concentration of rivaroxaban in the plasma(heparin sodium)of the subjects was measured using liquid chromatography tandem mass spectrometry(LC-MS/MS),and pharmacoki-netic(PK)parameters were calculated using Phoe-nix WinNonlin 7.0 software to evaluate the bio-equivalence of the test and reference formulations.RESULTS:Fasting group:After oral administration of the investigational drug,the Cmax of the test formula-tion and reference formulation were(200.96±68.99)ng/mL and(196.96±50.97)ng/mL,respec-tively,and the AUC0-t were(1 439.93±493.94)h·ng·mL-1 and(1 395.90±411.49)h·ng·mL-1,respectively,the AUC0-∞ were(1 506.56±511.47)h·ng·mL-1 and(1 451.94±417.89)h·ng·mL-1,respectively,the 90%confidence intervals for the geometric mean ratios of Cmax,AUC0-t,and AUC0-∞ were 91.87%-103.37%,95.00%-105.07%,95.33%-105.57%,respectively,the 90%CI of the intra-individual standard devia-tion ratio(SWT/SWR)for Cmax,AUC0-t,AUC0-∞were 0.88-1.73,0.74-1.45 and 0.72-1.41,respectively.Post-prandial group:After oral administration of the ex-perimental drug,the Cmax of the test and reference formulations were(241.23±54.44)ng/mL and(226.54±48.04)ng/mL,respectively,and the AUC0-t were(1 383.26±437.05)h·ng·mL-1 and(1 333.54±372.53)h·ng·mL-1,respectively,the AUC0-∞ were(1 404.01±439.89)h·ng·mL-1 and(1 352.31±374.45)h·ng·mL-1,respectively,the 90%confi-dence intervals for the geometric mean ratios of Cmax,AUC0-t,and AUC0-∞ were 100.92%-110.50%,98.30%-108.31%,and 98.46%-108.39%,respective-ly,the 90%CI of the intra-individual standard devia-tion ratio(SWT/SWR)for Cmax,AUC0-t and AUC0-∞ were 0.63-1.29,0.78-1.61 and 0.79-1.61,respectively.CONCLUSION:Bioequivalence of the two prepara-tions in fasting and postprandial state in healthy subjects.
3.The relationship between cerebral perfusion status,blood pressure variability and prognosis after combined cerebral revascularization surgery in patients with moyamoya disease
Shao ZHANG ; Liming ZHAO ; Chaoyue LI ; Jiangong MA ; Sen HE ; Dan LI ; Xiaobin WANG
Chinese Journal of Nervous and Mental Diseases 2025;51(6):342-348
Objective To investigate the relationship between cerebral perfusion status,blood pressure variability,and prognosis in patients with moyamoya disease following cerebral revascularization.Methods A retrospective analysis was conducted on 108 patients who underwent their first combined cerebral revascularization between January 2019 and July 2022 at the Department of Neurosurgery,First Affiliated Hospital of Henan University,and Henan Provincial People's Hospital.Based on postoperative cerebral perfusion improvement,patients were categorized into a"good"group and a"general"group.Baseline characteristics,key imaging parameters,blood pressure variability,and symptom scores were compared and analyzed between the two groups.Results In this study,there were 55 cases in the good group and 53 cases in the general group.According to the comparative analysis of the postoperative indicators between the good group and the general group,Statistically significant differences were observed in symptom improvement[42(79.25%)vs.52(94.55%)],TIA[22(41.51%)vs.11(20.00%)],and cerebral infarction[6(11.32%)vs.0(0.00%)],mRS score and the Matsushima classification(P<0.05).However,there was no statistically significant difference in the BPV-related index between the two groups of patients before the operation(all P>0.05).When comparing nine blood pressure variability(BPV)-related indices including the mean of 24-hour,daytime,and nighttime systolic blood pressure,coefficient of variability(CV),and average real variability(ARV)between the two groups,no significant differences were observed in the BPV-related indices before surgery between the two groups(P>0.05).The differences in the BPV-related indices before and after surgery(postoperative index-preoperative index)between the two groups were statistically significant(P<0.05).Postoperative cerebral perfusion status was positively correlated with prognosis and negatively correlated with BPV.Conclusion Patients with good improvement in cerebral perfusion status after combined revascularization for moyamoya disease have less blood pressure variability and better prognosis.
4.Application of BOPPPS-based blended teaching model in otolaryngology-head and neck surgery education
Zhaoen MA ; Min MAO ; Fenghong CHEN ; Libing LIAO ; Shenzhi TIAN ; Xiaobin YANG ; Ling ZONG ; Jiaxuan XIE ; Guangui CHEN
Modern Hospital 2025;25(8):1291-1294,1299
Objective To investigate the effectiveness of a higher-order thinking-oriented BOPPPS-based blended teach-ing model in otolaryngology-head and neck surgery education,focusing on its impact on the academic performance and teaching satisfaction of undergraduate clinical medicine students.Methods A total of 199 undergraduate clinical medicine students from Guangzhou Medical University were enrolled,divided into a control group(2021-2022 academic year,n=118)and an experi-mental group(2022-2023 academic year,n=81).The control group received conventional blended teaching via Chaoxing plat-form combined with case discussions,while the experimental group implemented the BOPPPS-integrated blended teaching model.Results Students in the experimental group achieved significantly higher average scores than the control group(Δ=11.71 points),with the excellent rate increasing from 0% to 11.1% and the failure rate decreasing to 1.2% .Additionally,the experi-mental group reported high satisfaction with the BOPPPS-integrated blended teaching model,with an overall satisfaction rate of 80.25%.Furthermore,54.32% of students expressed a preference for blended teaching approaches.Students widely acknowl-edged that this model facilitated flexible knowledge application.Conclusion The BOPPPS-integrated blended teaching model ef-fectively enhances the academic performance and teaching satisfaction of undergraduate clinical medicine students,providing a valuable reference for medical education reform oriented toward fostering higher-order thinking and clinical competency.
5.The relationship between cerebral perfusion status,blood pressure variability and prognosis after combined cerebral revascularization surgery in patients with moyamoya disease
Shao ZHANG ; Liming ZHAO ; Chaoyue LI ; Jiangong MA ; Sen HE ; Dan LI ; Xiaobin WANG
Chinese Journal of Nervous and Mental Diseases 2025;51(6):342-348
Objective To investigate the relationship between cerebral perfusion status,blood pressure variability,and prognosis in patients with moyamoya disease following cerebral revascularization.Methods A retrospective analysis was conducted on 108 patients who underwent their first combined cerebral revascularization between January 2019 and July 2022 at the Department of Neurosurgery,First Affiliated Hospital of Henan University,and Henan Provincial People's Hospital.Based on postoperative cerebral perfusion improvement,patients were categorized into a"good"group and a"general"group.Baseline characteristics,key imaging parameters,blood pressure variability,and symptom scores were compared and analyzed between the two groups.Results In this study,there were 55 cases in the good group and 53 cases in the general group.According to the comparative analysis of the postoperative indicators between the good group and the general group,Statistically significant differences were observed in symptom improvement[42(79.25%)vs.52(94.55%)],TIA[22(41.51%)vs.11(20.00%)],and cerebral infarction[6(11.32%)vs.0(0.00%)],mRS score and the Matsushima classification(P<0.05).However,there was no statistically significant difference in the BPV-related index between the two groups of patients before the operation(all P>0.05).When comparing nine blood pressure variability(BPV)-related indices including the mean of 24-hour,daytime,and nighttime systolic blood pressure,coefficient of variability(CV),and average real variability(ARV)between the two groups,no significant differences were observed in the BPV-related indices before surgery between the two groups(P>0.05).The differences in the BPV-related indices before and after surgery(postoperative index-preoperative index)between the two groups were statistically significant(P<0.05).Postoperative cerebral perfusion status was positively correlated with prognosis and negatively correlated with BPV.Conclusion Patients with good improvement in cerebral perfusion status after combined revascularization for moyamoya disease have less blood pressure variability and better prognosis.
6.Application of BOPPPS-based blended teaching model in otolaryngology-head and neck surgery education
Zhaoen MA ; Min MAO ; Fenghong CHEN ; Libing LIAO ; Shenzhi TIAN ; Xiaobin YANG ; Ling ZONG ; Jiaxuan XIE ; Guangui CHEN
Modern Hospital 2025;25(8):1291-1294,1299
Objective To investigate the effectiveness of a higher-order thinking-oriented BOPPPS-based blended teach-ing model in otolaryngology-head and neck surgery education,focusing on its impact on the academic performance and teaching satisfaction of undergraduate clinical medicine students.Methods A total of 199 undergraduate clinical medicine students from Guangzhou Medical University were enrolled,divided into a control group(2021-2022 academic year,n=118)and an experi-mental group(2022-2023 academic year,n=81).The control group received conventional blended teaching via Chaoxing plat-form combined with case discussions,while the experimental group implemented the BOPPPS-integrated blended teaching model.Results Students in the experimental group achieved significantly higher average scores than the control group(Δ=11.71 points),with the excellent rate increasing from 0% to 11.1% and the failure rate decreasing to 1.2% .Additionally,the experi-mental group reported high satisfaction with the BOPPPS-integrated blended teaching model,with an overall satisfaction rate of 80.25%.Furthermore,54.32% of students expressed a preference for blended teaching approaches.Students widely acknowl-edged that this model facilitated flexible knowledge application.Conclusion The BOPPPS-integrated blended teaching model ef-fectively enhances the academic performance and teaching satisfaction of undergraduate clinical medicine students,providing a valuable reference for medical education reform oriented toward fostering higher-order thinking and clinical competency.
7.Bioequivalence study of rivaroxaban tablets in healthy Chinese subjects
Lu CHEN ; Xiaobin LI ; Wenxia MA ; Hongyu XIE ; Wenping WANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(6):789-795
AIM:Study on the bioequivalence of rivaroxaban tablets from two different manufactur-ers in healthy subjects under fasting and postpran-dial conditions.METHODS:Adopting a single cen-ter,randomized,open,fasting and postprandial,four cycle,fully repeated crossover trial design.28 healthy male and female subjects were given oral administration of either the test or reference for-mulation(10 mg)on an empty stomach or in a post-prandial state,with a cleaning period of 7 days be-tween cycles.The concentration of rivaroxaban in the plasma(heparin sodium)of the subjects was measured using liquid chromatography tandem mass spectrometry(LC-MS/MS),and pharmacoki-netic(PK)parameters were calculated using Phoe-nix WinNonlin 7.0 software to evaluate the bio-equivalence of the test and reference formulations.RESULTS:Fasting group:After oral administration of the investigational drug,the Cmax of the test formula-tion and reference formulation were(200.96±68.99)ng/mL and(196.96±50.97)ng/mL,respec-tively,and the AUC0-t were(1 439.93±493.94)h·ng·mL-1 and(1 395.90±411.49)h·ng·mL-1,respectively,the AUC0-∞ were(1 506.56±511.47)h·ng·mL-1 and(1 451.94±417.89)h·ng·mL-1,respectively,the 90%confidence intervals for the geometric mean ratios of Cmax,AUC0-t,and AUC0-∞ were 91.87%-103.37%,95.00%-105.07%,95.33%-105.57%,respectively,the 90%CI of the intra-individual standard devia-tion ratio(SWT/SWR)for Cmax,AUC0-t,AUC0-∞were 0.88-1.73,0.74-1.45 and 0.72-1.41,respectively.Post-prandial group:After oral administration of the ex-perimental drug,the Cmax of the test and reference formulations were(241.23±54.44)ng/mL and(226.54±48.04)ng/mL,respectively,and the AUC0-t were(1 383.26±437.05)h·ng·mL-1 and(1 333.54±372.53)h·ng·mL-1,respectively,the AUC0-∞ were(1 404.01±439.89)h·ng·mL-1 and(1 352.31±374.45)h·ng·mL-1,respectively,the 90%confi-dence intervals for the geometric mean ratios of Cmax,AUC0-t,and AUC0-∞ were 100.92%-110.50%,98.30%-108.31%,and 98.46%-108.39%,respective-ly,the 90%CI of the intra-individual standard devia-tion ratio(SWT/SWR)for Cmax,AUC0-t and AUC0-∞ were 0.63-1.29,0.78-1.61 and 0.79-1.61,respectively.CONCLUSION:Bioequivalence of the two prepara-tions in fasting and postprandial state in healthy subjects.
8.Multicenter retrospect analysis of early clinical features and analysis of risk factors on prognosis of elderly patients with severe burns
Qimin MA ; Wenbin TANG ; Xiaojian LI ; Fei CHANG ; Xi YIN ; Zhaohong CHEN ; Guohua WU ; Chengde XIA ; Xiaoliang LI ; Deyun WANG ; Zhigang CHU ; Yi ZHANG ; Lei WANG ; Choulang WU ; Yalin TONG ; Pei CUI ; Guanghua GUO ; Zhihao ZHU ; Shengyu HUANG ; Liu CHANG ; Rui LIU ; Yongji LIU ; Yusong WANG ; Xiaobin LIU ; Tuo SHEN ; Feng ZHU
Chinese Journal of Burns 2024;40(3):249-257
Objective:To investigate the early clinical characteristics of elderly patients with severe burns and the risk factors on prognosis.Methods:This study was a retrospective case series study. Clinical data of 124 elderly patients with severe burns who met the inclusion criteria and were admitted to the 12 hospitals from January 2015 to December 2020 were collected, including 4 patients from the Fourth People's Hospital of Dalian, 5 patients from Fujian Medical University Union Hospital, 22 patients from Guangzhou Red Cross Hospital of Jinan University, 5 patients from Heilongjiang Provincial Hospital, 27 patients from the First Affiliated Hospital of Naval Medical University, 9 patients from the First Affiliated Hospital of Nanchang University, 10 patients from Affiliated Hospital of Nantong University, 9 patients from Tongren Hospital of Wuhan University & Wuhan Third Hospital, 12 patients from the 924 th Hospital of PLA, 6 patients from Zhangjiagang First People's Hospital, 4 patients from Taizhou Hospital of Zhejiang Province, and 11 patients from Zhengzhou First People's Hospital. The patients' overall clinical characteristics, such as gender, age, body mass index, total burn area, full-thickness burn area, inhalation injury, causative factors, whether combined with underlying medical diseases, and admission time after injury were recorded. According to the survival outcome within 28 days after injury, the patients were divided into survival group (89 cases) and death group (35 cases). The following data of patients were compared between the two groups, including the basic data and injuries (the same as the overall clinical characteristics ahead); the coagulation indexes within the first 24 hours of injury such as prothrombin time (PT), activated partial thromboplastin time (APTT), thrombin time, D-dimer, fibrinogen degradation product (FDP), international normalized ratio (INR), and fibrinogen; the blood routine indexes within the first 24 hours of injury such as white blood cell count, platelet count, neutrophil-to-lymphocyte ratio, monocyte count, red blood cell count, hemoglobin, and hematocrit; the organ function indexes within the first 24 hours of injury such as direct bilirubin, total bilirubin, urea, serum creatinine, aspartate aminotransferase, alanine aminotransferase, total protein, albumin, globulin, blood glucose, triglyceride, total cholesterol, alkaline phosphatase, creatine kinase, electrolyte indexes (potassium, sodium, chlorine, calcium, magnesium, and phosphorus in blood), uric acid, myoglobin, and brain natriuretic peptide; the infection and blood gas indexes within the first 24 hours of injury such as procalcitonin, C-reactive protein, pH value, oxygenation index, base excess, and lactate; treatment such as whether conducted with mechanical ventilation, whether conducted with continuous renal replacement therapy, whether conducted with anticoagulation therapy, whether applied with vasoactive drugs, and fluid resuscitation. The analysis was conducted to screen the independent risk factors for the mortality within 28 days after injury in elderly patients with severe burns. Results:Among 124 patients, there were 82 males and 42 females, aged 60-97 years, with body mass index of 23.44 (21.09, 25.95) kg/m 2, total burn area of 54.00% (42.00%, 75.00%) total body surface area (TBSA), and full-thickness burn area of 25.00% (10.00%, 40.00%) TBSA. The patients were mainly combined with moderate to severe inhalation injury and caused by flame burns. There were 43 cases with underlying medical diseases. The majority of patients were admitted to the hospital within 8 hours after injury. There were statistically significant differences between patients in the 2 groups in terms of age, total burn area, full-thickness burn area, and inhalation injury, and PT, APTT, D-dimer, FDP, INR, white blood cell count, platelet count, urea, serum creatinine, blood glucose, blood sodium, uric acid, myoglobin, and urine volume within the first 24 hours of injury (with Z values of 2.37, 5.49, 5.26, 5.97, 2.18, 1.95, 2.68, 2.68, 2.51, 2.82, 2.14, 3.40, 5.31, 3.41, 2.35, 3.81, 2.16, and -3.82, respectively, P<0.05); there were statistically significant differences between two groups of patients in whether conducted with mechanical ventilation and whether applied with vasoactive drugs (with χ2 values of 9.44 and 28.50, respectively, P<0.05). Age, total burn area, full-thickness burn area, serum creatinine within the first 24 hours of injury, and APTT within the first 24 hours of injury were the independent risk factors for the mortality within 28 days after injury in elderly patients with severe burns (with odds ratios of 1.17, 1.10, 1.10, 1.09, and 1.27, 95% confidence intervals of 1.03-1.40, 1.04-1.21, 1.05-1.19, 1.05-1.17, and 1.07-1.69, respectively, P<0.05). Conclusions:The elderly patients with severe burns had the injuries mainly from flame burns, often accompanied by moderate to severe inhalation injury and enhanced inflammatory response, elevated blood glucose levels, activated fibrinolysis, and impaired organ function in the early stage, which are associated with their prognosis. Age, total burn area, full-thickness burn area, and serum creatinine and APTT within the first 24 hours of injury are the independent risk factors for death within 28 days after injury in this population.
9.Study on improvement mechanism of caudatin on liver injury in rats
Zhihui CHANG ; Yang BU ; Qian LIU ; Qian MA ; Jie SONG ; E SUN ; Yingjie WEI ; Yi LUO ; Xiaobin TAN
China Pharmacy 2023;34(5):531-536
OBJECTIVE To investigate the improvement mechanism of caudatin on liver injury of rats. METHODS SD rats were randomly divided into blank group, model group, caudatin low-dose and high-dose groups (25, 50 mg/kg), with 6 rats in each group. Diethylnitrosamine (DEN) was injected intraperitoneally three times per week for eight weeks to establish liver injury model of rats. At 5th week of modeling, the rats received relevant medicine or 0.5% sodium carboxymethylcellulose intragastrically for 4 weeks. The levels of liver function indexes [alanine transaminase (ALT), aspartate transaminase (AST), total protein (TP) and total bilirubin (TBI)] and inflammatory factors [interleukin (IL-6), tumor necrosis factor α (TNF-α), IL-1β] in serum were detected; the histopathological morphological changes of rat liver were observed; the positive protein expressions of nuclear factor κB (NF-κB) and 78 kDa glucose regulatory protein (Grp78) in liver tissue were also determined; the expressions of endoplasmic reticulum stress-related protein Grp78, C/EBP homologous protein (CHOP), activating transcription factor 6 (ATF6) and inositol requiring enzyme 1α (IRE1α) and the level of protein kinase R-like endoplasmic reticulum kinase robertluoyi@126.com (PERK) in liver tissue were detected. RESULTS Compared with blank group, serum levels of ALT, AST, TBI, IL-6, TNF-α and IL-1β and positive expressions of NF-κB and Grp78 in liver tissue as well as protein expressions of Grp78, CHOP, ATF6 and IRE1α, PERK protein phosphorylation level were all increased significantly in model group (P<0.05), while the serum level of TP was decreased significantly (P<0.05). The disordered structure of liver lobule, swollen liver cells, unclear intercellular boundary were observed and accompanied by inflammatory cell infiltration. Compared with model group, most of the above indexes were significantly reversed in caudatin groups (P<0.05); the structure of hepatic lobule was relatively complete and clear, the cells were arranged orderly, and the infiltration of inflammatory cells was also reduced. CONCLUSIONS Caudatin has a significant improvement effect against DEN-induced liver injury in rats, the mechanism of which may be associated with inhibiting endoplasmic reticulum stress and inflammatory reaction.
10.Correlation between blood pressure indexes and prognosis in sepsis patients: a cohort study based on MIMIC-III database.
Xiaobin LIU ; Yu ZHAO ; Yingyi QIN ; Qimin MA ; Yusong WANG ; Zuquan WENG ; Feng ZHU
Chinese Critical Care Medicine 2023;35(6):578-585
OBJECTIVE:
To investigate the correlation between early-stage blood pressure indexes and prognosis in sepsis patients.
METHODS:
A retrospective cohort study was conducted on the medical records of patients diagnosed with sepsis from 2001 to 2012 in the Medical Information Mart for Intensive Care-III (MIMIC-III) database. Patients were divided into survival group and death group according to the 28-day prognosis. General data of patients and heart rate (HR) and blood pressure at admission to ICU and within 24 hours after admission were collected. The blood pressure indexes including the maximum, median and mean value of systolic index, diastolic index and mean arterial pressure (MAP) index were calculated. The data were randomly divided into training set and validation set (4 : 1). Univariate Logistic regression analysis was used to screen covariates, and multivariate Logistic stepwise regression models were further developed. Model 1 (including HR, blood pressure, and blood pressure index related variables with P < 0.1 and other variables with P < 0.05) and Model 2 (including HR, blood pressure, and blood pressure index related variables with P < 0.1) were developed respectively. The receiver operator characteristic curve (ROC curve), precision recall curve (PRC) and decision curve analysis (DCA) curve were used to evaluate the quality of the two models, and the influencing factors of the prognosis of sepsis patients were analyzed. Finally, nomogram model was developed according to the better model and effectiveness of it was evaluated.
RESULTS:
A total of 11 559 sepsis patients were included in the study, with 10 012 patients in the survival group and 1 547 patients in the death group. There were significant differences in age, survival time, Elixhauser comorbidity score and other 46 variables between the two groups (all P < 0.05). Thirty-seven variables were preliminarily screened by univariate Logistic regression analysis. After multivariate Logistic stepwise regression model screening, among the indicators related to HR, blood pressure and blood pressure index, the HR at admission to ICU [odds ratio (OR) = 0.992, 95% confidence interval (95%CI) was 0.988-0.997] and the maximum HR (OR = 1.006, 95%CI was 1.001-1.011), maximum MAP index (OR = 1.620, 95%CI was 1.244-2.126), mean diastolic index (OR = 0.283, 95%CI was 0.091-0.856), median systolic index (OR = 2.149, 95%CI was 0.805-4.461), median diastolic index (OR = 3.986, 95%CI was 1.376-11.758) were selected (all P < 0.1). There were 14 other variables with P < 0.05, including age, Elixhauser comorbidity score, continuous renal replacement therapy (CRRT), use of ventilator, sedation and analgesia, norepinephrine, norepinephrine, highest serum creatinine (SCr), maximum blood urea nitrogen (BUN), highest prothrombin time (PT), highest activated partial thromboplastin time (APTT), lowest platelet count (PLT), highest white blood cell count (WBC), minimum hemoglobin (Hb). The ROC curve showed that the area under the curve (AUC) of Model 1 and Model 2 were 0.769 and 0.637, respectively, indicating that model 1 had higher prediction accuracy. The PRC curve showed that the AUC of Model 1 and Model 2 were 0.381 and 0.240, respectively, indicating that Model 1 had a better effect. The DCA curve showed that when the threshold was 0-0.8 (the probability of death was 0-80%), the net benefit rate of Model 1 was higher than that of Model 2. The calibration curve showed that the prediction effect of the nomogram model developed according to Model 1 was in good agreement with the actual outcome. The Bootstrap verification results showed that the nomogram model was consistent with the above results and had good prediction effects.
CONCLUSIONS
The nomogram model constructed has good prediction effects on the 28-day prognosis in sepsis patients, and the blood pressure indexes are important predictors in the model.
Humans
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Cohort Studies
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Retrospective Studies
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Blood Pressure
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Intensive Care Units
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ROC Curve
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Sepsis/diagnosis*
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Prognosis
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Critical Care
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Norepinephrine

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