1.Diagnostic and Prognostic Value of C-reactive Protein in Hospital-acquired Pneumonia
Chinese Journal of Nosocomiology 2006;0(02):-
OBJECTIVE To assess the diagnostic and prognostic value of C-reactive protein(CRP) levels,body temperature and white blood cell(WBC)count for hospital-acquired pneumonia(HAP).METHODS Temperature,and concentration of CRP and WBC count of the patients were determined daily,and fixed a day for sequential organ failure assessment(SOFA).Then observed the prognosis be cured,stable out of ICU or death.Patients were divided into death and survival groups according to the prognosis and analyzed retrospectively.RESULTS There were four response modes of CRP ratio after antibacterial treatment:fast response,slow response,nonresponse and biphasic response.All patients with fast response and most patients with slow response survived,whereas all patients with nonresponse and biphasic response were died(P
2.The role of peroxisome proliferator-activated receptor-γ/nuclear factor-κB transduction pathway on ;coagulation disorders induced by sepsis
Yizhu SUN ; Jing WANG ; Luxin YU ; Lin DAI
Chinese Critical Care Medicine 2015;(6):520-524
Objective To determine the role of activated status of peroxisome proliferator-activated receptorγ/nuclear factor-κB ( PPAR-γ/NF-κB ) in coagulation disorders induced by sepsis. Methods Forty male Sprague-Dawley ( SD ) rats were randomly divided into four groups, n = 10 in each group: control group, lipopolysaccharide ( LPS ) challenged group, rosiglitazone ( ROSI, selective agonist of PPAR-γ) pretreatment group, and GW9662 ( PPAR-γ antagonist ) pretreatment group. The sepsis model was reproduced by injection of 6 mg/kg LPS via sublingual vein, and the rats in control group were injected with 2 mL/kg normal saline. The rats in ROSI pretreatment group were given 0.3 mg/kg ROSI by sublingual venous injection followed by injection of LPS 30 minutes later;and in GW9662 pretreatment group rats were given 0.3 mg/kg GW9662 by sublingual venous injection followed by 0.3 mg/kg ROSI 15 minutes later, followed by injection of LPS 30 minutes later. Blood was collected at 4 hours after LPS administration, and the expressions of PPAR-γ and NF-κBp65 in peripheral blood mononuclear cell ( PBMC ) were determined with immunocytocheminal technique and graph analysis. Plasma prothrombin time ( PT ), activated partial thromboplastin time ( APTT ), fibrinogen ( FIB ), and D-dimer were determined simultaneously. Results① PPAR-γ/NF-κB pathway: the expressions of PPAR-γ and NF-κBp65 were lowered in control group, and they were expressed in cytoplasm. In LPS challenged group the expression of PPAR-γ ( gray value ) was slightly increased but with no significant difference as compared with control group ( 111.01±4.06 vs. 98.46±5.99, P >0.05 ). In ROSI pretreatment group the expression of PPAR-γ( gray value ) was significantly higher than that in LPS challenged group ( 214.38±5.79 vs. 111.01±4.06, P<0.01 ), with dislocation into nuclei. In GW9662 pretreatment group the expression of PPAR-γ ( gray value ) was lowered but without significant difference compared with that of control group ( 44.21±2.64 vs. 98.46±5.99, P>0.05 ). In LPS challenged group the expression of NF-κBp65 ( gray value ) was significantly higher than that in control group ( 249.48±6.86 vs. 105.81±10.19, P < 0.01 ), and it was translocated into the nuclei. In ROSI pretreatment group the expression of NF-κBp65 ( gray value ) was significantly lower than that in LPS challenged group ( 102.47±8.05 vs. 249.48±6.86, P < 0.01 ), and it lied in cytoplasm. In GW9662 pretreatment group the expression of NF-κBp65 ( gray value ) showed no significant difference as compared with that of LPS challenged group ( 214.84±7.91 vs. 249.48±6.86, P>0.05 ).②Coagulation:compared with control group, PT and APTT were significantly prolonged, FIB was significantly decreased, and D-dimer was significantly increased in LPS challenged group [ PT ( s ):18.32±2.03 vs. 12.22±1.38, APTT ( s ):40.05±2.72 vs. 26.64±2.73, FIB ( g/L ): 1.65±0.51 vs. 3.60±0.37, D-dimer ( mg/L ): 2.58±0.73 vs. 0.37±0.06, all P < 0.01 ]. Compared with LPS challenged group, APTT and PT were significantly shortened, FIB was significantly increased, and D-dimer was significantly lowered in ROSI pretreatment group [ PT ( s ):13.93±1.67 vs. 18.32±2.03, APTT ( s ):30.29±0.86 vs. 40.05±2.72, FIB ( g/L ):3.18±0.69 vs 1.65±0.51, D-dimer ( mg/L ):0.40±0.12 vs. 2.58±0.73, all P<0.01 ]. All parameters in GW9662 pretreatment group showed no significant difference as compared with those of LPS challenged group. Conclusions PPAR-γagonist ROSI may ameliorate coagulation disorders in septic rats. PPAR-γ/NF-κB transduction pathway plays an important role in septic coagulopathy.
3.Diagnostic value of citrulline and intestinal fatty acid binding protein on acute gastrointestinal injury in critical patients: a prospective study of 530 patients
Jing WANG ; Limei YU ; Yonghong XIA ; Yanling GAO ; Wenbo YU ; Haihong SUN ; Yizhu SUN
Chinese Critical Care Medicine 2017;29(11):999-1003
Objective To observe the incidence of acute gastrointestinal injury (AGI) in intensive care unit (ICU) patients, and to approach the value of serum citrulline and intestinal fatty acid binding protein (IFABP) on diagnosis of AGI in critical patients. Methods A prospective study was conducted. 576 critical patients admitted to ICU of Yantai Yuhuangding Hospital from February 2016 to February 2017 were enrolled. According to the AGI classification proposed by European Society of Intensive Care Medicine (ESICM) in 2012, the AGI and severity of the patients were observed. The general data, severity and prognosis of patients with different AGI grades were recorded. According to the random number table, 20 patients with normal kidney function from AGI Ⅰ to Ⅳ were selected. The femoral artery blood was collected within 12 hours of ICU admission, and serum citrulline level was detected by high performance liquid chromatography (HPLC). Serum IFABP level was determined by enzyme-linked immunosorbent assay (ELISA). Twenty healthy subjects were selected as controls. The receiver operating characteristic curve (ROC) was drawn, and the predictive values of citrulline and IFABP for AGI diagnosis were evaluated. Results ① 576 patients were enrolled in the analysis. Of which 530 patients (92.0%) had AGI, and 289 patients with gradeⅠ (54.5%), 154 with grade Ⅱ (29.1%),64 with grade Ⅲ (12.1%), and 23 with grade Ⅳ (4.3%). With the increase in AGI classification, acute physiology and chronic health evaluation system Ⅱ (APACHE Ⅱ) score, sequential organ failure score (SOFA), the length of ICU stay and 28-day mortality were gradually increased. ② Compared with health control group, the levels of serum citrulline in patients with different AGI grades were significantly decreased, and IFABP was significantly increased. With the increase in AGI classification, the citrulline level was gradually decreased, and IFABP level was gradually increased [citrulline levels (μmol/L) in AGIⅠ,Ⅱ,Ⅲ,Ⅳ groups were 14.1±3.6, 12.7±3.1, 8.3±2.7, and 5.6±3.4, F = 3.287, P = 0.027, and IFABP levels (ng/L) were 526.7±204.9, 698.4±273.8, 894.7±455.9, and 1 062.8±532.2, F = 2.903, P = 0.043]. ROC curve analysis showed that citrulline had a higher predictive value for AGI diagnosis. The area under the ROC curve (AUC) was 0.927. When the cut-off value of citrulline was 9.7 μmol/L, the sensitivity and specificity were 87.5% and 87.5%, respectively. The AUC of IFABP was 0.043, which has no predictive value for the diagnosis of AGI. Conclusions The AGI is extremely common in ICU. The higher the AGI grade is, the worse the prognosis is. Citrulline has high diagnostic value for AGI in critical patients, but IFABP has no predictive value on the diagnosis of AGI.
4.Blood inventory early warning system: the application in inventory management
Yizhu CHEN ; Xiaohua HUANG ; Quan SUN
Chinese Journal of Blood Transfusion 2021;34(1):83-84
【Objective】 To conduct accurate analysis of blood inventory, so as to provide basis for taking targeted measures. 【Methods】 Taking the suspended red blood cells(RBCs) as an example, mathematical formulas were set by online Excel table, and the inventory of each blood group of RBCs in a certain day can be predicted accurately by inputting daily inventory and units distributed, and estimated daily units collected.Preventive measures such as enhancing recruitment or limiting collection could be taken as soon as possible to keep the blood inventory at a reasonable level. 【Results】 Blood inventory had been moderate during the six months of practice, and neither blood shortage nor collected blood expiring occurred. 【Conclusion】 The early warning system based on the online form, which is highly practical and easy to operate, is suitable for inventory management of blood components.
5.Analysis of medical quality in psychiatric hospitals based on DRG evaluation
Yizhu PAN ; Moning GUO ; Yelong QIU ; Xiaohong LI ; Yongjun SHE ; Hao CHEN ; Cunli XIAO ; Xiuqi SUN ; Zhiwu LI
Chinese Journal of Hospital Administration 2023;39(1):22-26
Objective:To evaluate the medical service quality of psychiatric hospitals in Beijing based on diagnostic related group (DRG), analyze the evaluation effect, for refences to constructe a DRG performance evaluation system suitable for psychiatric hospitals.Methods:This study extracted data such as the number of DRG groups, etc. of hospitalized patients in 14 tertiary and secondary psychiatric hospitals in Beijing from 2018 to 2020 from the Beijing inpatient medical performance evaluation platform, and analyzed data on DRG performance evaluation indicators, as well as the average length of hospital stay and average cost of DRG enrolled cases. All data were analyzed using descriptive research methods, and inter group comparisons were conducted using the Mann Whitney U-test. Results:From 2018 to 2020, the average number of DRG groups in tertiary hospitals (28) was higher than that in secondary hospitals (10) ( P<0.05), and the average CMI values of both were the same(1.79); The average cost consumption index (1.15) of tertiary hospitals was higher than that of secondary hospitals (0.65) ( P<0.05), while the average time consumption index (1.11) was slightly lower than that of secondary hospitals (1.30); The mortality rate of the low-risk group in tertiary hospitals (0.01%) was generally lower than that in secondary hospitals (0.88%), and the average percentage of DRG admitted inpatients (82.8%) was significantly higher than that in secondary hospitals (27.3%) ( P>0.05). The average length of stay and cost per case for DRG enrolled inpatients in tertiary and secondary hospitals were lower than the overall hospital discharge cases ( P<0.05). Conclusions:The number of DRG groups, CMI value, and low-risk mortality rate could be used for evaluating the medical service capacity and safety of psychiatric hospitals, but the cost and time consumption index could not objectively reflect the efficiency of hospital medical services. DRG performance evaluation indicators are more suitable for evaluating short-term hospitalization of psychiatric patients. The proportion of DRG enrolled cases might be a potential indicator for evaluating the service quality of psychiatric hospitals.
6.Analysis of glycosylated hemoglobin in apheresis platelet donors
Yizhu CHEN ; Feng WANG ; Quan SUN ; Zhiguo XU
Chinese Journal of Blood Transfusion 2021;34(11):1259-1260
【Objective】 To investigate the level of glycosylated hemoglobin (HbA1c) in apheresis platelet donors, so as to further ensure the safety of apheresis platelet donors and provide guidance for the recruitment strategy. 【Methods】 Apheresis platelet donors from July 2018 to December 2020 were selected and venous blood was drawn. The glycosylated hemoglobin detection was conducted for donors who had never did this before or did this 3 months ago, and glycosylated hemoglobin >6.0% was regarded as abnormal. 【Results】 A total of 986 blood donors were detected, among which 32 donors with abnormal glycosylated hemoglobin were found, rated at 3.25%. With the increase of age and BMI(height and body mass index), the proportion of abnormal glycosylated hemoglobin increased, but the 51~60 age group and BMI > 28.0 group were not the highest, which may be related to the source of samples.The rate of abnormal glycosylated hemoglobin was highest in 40~50 years old group (5.43%, 15 / 276) and BMI ranged of 24.0~27.9 (4.04%, 9 / 223), and lowest (0.85%, 1 / 118) in 18~25 years old group and BMI >28.0(none). 【Conclusion】 The abnormal glycosylated hemoglobin is closely related to age and BMI. Therefore, we should give priority to young and underweight donors when recruiting blood donors, which can improve efficiency and maximize the safety of blood donors.
7.Cost-minimization analysis of dimethyl fumarate in the treatment of relapsing multiple sclerosis
Wei LI ; Yizhu SUN ; Jia FANG ; Jian YIN
China Pharmacy 2022;33(24):3005-3009
OBJECTIVE To evaluate the cost-effectiveness of dimethyl fumarate versus fingolimod in the treatment of relapsing multiple sclerosis (RMS). METHODS The cost-effectiveness of dimethyl fumarate versus fingolimod in the treatment of RMS was evaluated with cost-minimization analysis from the perspective of China’s health system. The research period of the model was 2 years, and the discount rate was 5%. Costs included drug costs, treatment monitoring costs and adverse reaction disposal costs. Relevant parameters were from published literature, government documents and expert interviews. A one-way sensitivity analysis of the results and a scenario analysis of the model duration were performed. RESULTS In existing clinical studies, indirect meta-analysis results of different dimensions showed that dimethyl fumarate and fingolimod were similar in clinical efficacy. Within 2 years of the model simulation, total cost per patient using dimethyl fumarate was 91 756.3 yuan and that of using fingolimod was 163 761.5 yuan. The use of dimethyl fumarate was associated with savings of 72 005.2 yuan compared with fingolimod. When extending study horizon to 3 years, the cost savings with the use of dimethyl fumarate increased to 105 420.8 yuan, compared with fingolimod. The most influential factor on the results of the basic analysis was the drug treatment cost of fingolimod. Within the parameter fluctuation range of sensitivity analysis, the incremental costs were all negative, and the basic analysis results were robust. CONCLUSIONS Based on a health system perspective, dimethyl fumarate is more cost-effective than fingolimod in the treatment of RMS.
8.Establishment of risk prediction model for postoperative liver injury after non-liver surgery based on different machine learning algorithms
Yizhu SUN ; Yujie LI ; Hao LIANG ; Xiang LIU ; Jiahao HUANG ; Xin SHU ; Ailin SONG ; Zhiyong YANG ; Bin YI
Journal of Army Medical University 2024;46(7):760-767
Objective To construct a machine learning prediction model for postoperative liver injury in patients with non-liver surgery based on preoperative and intraoperative medication indicators.Methods A case-control study was conducted on 315 patients with liver injury after non-liver surgery selected from the databases developed by 3 large general hospitals from January 2014 to September 2022.With the positive/negative ratio of 1 ∶3,928 cases in corresponding period with non-liver surgery and without liver injury were randomly matched as negative control cases.These 1243 patients were randomly divided into the modeling group(n=869)and the validation group(n=374)in a ratio of 7∶3 using the R language setting code.Preoperative clinical indicators(basic information,medical history,relevant scale score,surgical information and results of laboratory tests)and intraoperative medication were used to construct the prediction model for liver injury after non-liver surgery based on 4 machine learning algorithms,k-nearest neighbor(KNN),support vector machine linear(SVM),logic regression(LR)and extreme gradient boosting(XGBoost).In the validation group,receiver operating characteristic(ROC)curve,precision-recall curve(P-R),decision curve analysis(DCA)curve,Kappa value,sensitivity,specificity,Brier score,and F1 score were applied to evaluate the efficacy of model.Results The model established by 4 machine learning algorithms to predict postoperative liver injury after non-liver surgery was optimal using the XGBoost algorithm.The area under the receiver operating characteristic curve(AUROC)was 0.916(95%CI:0.883~0.949),area under the precision-recall curve(AUPRC)was 0.841,Brier score was 0.097,and sensitivity and specificity was 78.95%and 87.10%,respectively.Conclusion The postoperative liver injury prediction model for non-liver surgery based on the XGBoost algorithm has effective prediction for the occurrence of postoperative liver injury.