1.An early warning model for sepsis complicated with acute respiratory distress syndrome based on synthetic minority oversampling technique algorithm
Hongwei DUAN ; Xiaojing LI ; Xingju YANG ; Fei WANG ; Fengyong YANG
Chinese Critical Care Medicine 2024;36(4):358-363
Objective:To explore the independent risk factors of acute respiratory distress syndrome (ARDS) in patients with sepsis, establish an early warning model, and verify the predictive value of the model based on synthetic minority oversampling technique (SMOTE) algorithm.Methods:A retrospective case-control study was conducted. 566 patients with sepsis who were admitted to Jinan People's Hospital from October 2016 to October 2022 were enrolled. General information, underlying diseases, infection sites, initial cause, severity scores, blood and arterial blood gas analysis indicators at admission, treatment measures, complications, and prognosis indicators of patients were collected. The patients were grouped according to whether ARDS occurred during hospitalization, and the clinical data between the two groups were observed and compared. Univariate and binary multivariate Logistic regression analysis were used to select the independent risk factors of ARDS during hospitalization in septic patients, and regression equation was established to construct the early warning model. Simultaneously, the dataset was improved using the SMOTE algorithm to build an enhanced warning model. Receiver operator characteristic curve (ROC curve) was drawn to validate the prediction efficiency of the model.Results:566 patients with sepsis were included in the final analysis, of which 163 developed ARDS during hospitalization and 403 did not. Univariate analysis showed that there were statistically significant differences in age, body mass index (BMI), malignant tumor, blood transfusion history, pancreas and peripancreatic infection, gastrointestinal tract infection, pulmonary infection as the initial etiology, acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, sequential organ failure assessment (SOFA) score, albumin (Alb), blood urea nitrogen (BUN), mechanical ventilation therapy, septic shock and length of intensive care unit (ICU) stay between the two groups. Binary multivariate Logistic regression analysis showed that age [odds ratio ( OR) = 3.449, 95% confidence interval (95% CI) was 2.197-5.414, P = 0.000], pulmonary infection as the initial etiology ( OR = 2.309, 95% CI was 1.427-3.737, P = 0.001), pancreas and peripancreatic infection ( OR = 1.937, 95% CI was 1.236-3.035, P = 0.004), septic shock ( OR = 3.381, 95% CI was 1.890-6.047, P = 0.000), SOFA score ( OR = 9.311, 95% CI was 5.831-14.867, P = 0.000) were independent influencing factors of ARDS during hospitalization in septic patients. An early warning model was established based on the above risk factors: P1 = -4.558+1.238×age+0.837×pulmonary infection as the initial etiology+0.661×pancreas and peripancreatic infection+1.218×septic shock+2.231×SOFA score. ROC curve analysis showed that the area under the ROC curve (AUC) of the model for ARDS during hospitalization in septic patients was 0.882 (95% CI was 0.851-0.914) with sensitivity of 79.8% and specificity of 83.4%. The dataset was improved based on the SMOTE algorithm, and the early warning model was rebuilt: P2 = -3.279+1.288×age+0.763×pulmonary infection as the initial etiology+0.635×pancreas and peripancreatic infection+1.068×septic shock+2.201×SOFA score. ROC curve analysis showed that the AUC of the model for ARDS during hospitalization in septic patients was 0.890 (95% CI was 0.867-0.913) with sensitivity of 85.3% and specificity of 79.1%. This result further confirmed that the early warning model constructed by the independent risk factors mentioned above had high predictive performance. Conclusions:Risk factors for the occurrence of ARDS during hospitalization in patients with sepsis include age, pulmonary infection as the initial etiology, pancreatic and peripancreatic infection, septic shock, and SOFA score. Clinically, the probability of ARDS in patients with sepsis can be assessed based on the warning model established using these risk factors, allowing for early intervention and improvement of prognosis.
2.A multicenter retrospective study of renal cell carcinoma with Mayo level Ⅳ inferior vena cava tumor thrombus: comparison of different surgical approaches
Cheng PENG ; Qingbo HUANG ; Yonghui CHEN ; Peng WU ; Peng ZHANG ; Songliang DU ; Cangsong XIAO ; Qiang FU ; Guodong ZHAO ; Fengyong LIU ; Qiuyang LI ; Haiyi WANG ; Baojun WANG ; Xin MA ; Xu ZHANG
Chinese Journal of Urology 2022;43(5):324-329
Objective:To explore the clinical efficacy and safety of different surgical procedures of Mayo level Ⅳ inferior vena cava tumor thrombus(IVC-TT).Methods:The clinical and pathological data of 36 patients with Mayo level Ⅳ tumor thrombus were collected in three large clinical centers in China, including 18 cases in PLA General Hospital, 7 cases in Nanfang Hospital, and 11 cases in Renji Hospital. There were 25 males and 11 females.The median age was 56.5 years (53-67 years old). The average body mass index was 24.18±2.55 kg/m 2. The average diameter of renal tumors was 8.24±3.25 cm. The average length of inferior vena cava tumor thrombus was 12.89±2.50 cm. Mayo level Ⅳ tumor thrombus were divided into level Ⅳa and level Ⅳb (301 classification) based on the criterion of whether the proximal end of the thrombus has invaded the right atrium. Among them, level Ⅳa patients underwent robot-assisted inferior vena cava thrombectomy without cardiopulmonary bypass(CPB-free group, 6 cases). Level Ⅳb patients underwent robot-assisted inferior vena cava thrombectomy with cardiopulmonary bypass(CPB group, 12 cases) or cardiopulmonary bypass with deep hypothermic circulatory arrest assisted inferior vena cava thrombectomy(CPB/DHCA group, 18 cases). The baseline data of the three groups of patients were comparable. The perioperative results and long-term survival data after surgery were compared with different surgical methods for grade Ⅳcancer thrombosis. Results:All operations were successfully completed. Compared with the CPB group, the CPB-free group had a shorter first portal blocking time[17.5(15-36)min vs. 36.5(12-102)min, P=0.044], less intraoperative bleeding [2 350(1 000-3 000)ml vs. 3 500 (1 500-12 000)ml, P=0.043] and a lower allogeneic blood transfusion [1 250(500-2 000)ml vs. 2 185(700-5 800)ml, P=0.049]. Compared with the CPB/DHCA group, the CPB-free group had an advantage in reducing intraoperative allogeneic blood transfusion [1 250(500-2 000)ml vs. 2 700(1 200-10 000)ml, P=0.003]. There were no significant differences between groups in terms of duration of surgery and postoperative hospital stay. Among the 36 patients in this group, 23(64%) developed major complications (level Ⅲ or above), including 9 (25%) grade Ⅲ, 12 (33%) grade Ⅳ, and 2 (6%) grade Ⅴ. The CPB-free group had a relatively low complication rate of grade Ⅳ or above [ 17% (1/6) vs.42% (5/12) vs.44% (8/18)]. There were no statistical differences in median progression-free survival (16.4 vs.12.3 vs.18.0 months, P=0.695) and overall survival (30.1 vs.30.2 vs.37.7 months, P=0.674) between the groups. Conclusions:Robot-assisted inferior vena cava thrombectomy without cardiopulmonary bypass has the advantages of short ischemia time of organs, less intraoperative bleeding, and low incidence of major complications, which can be used as a safe and feasible surgical strategy for selected level Ⅳ tumor thrombus.
3.β-Lactam antibiotics promoting aging and clearance of RBCs would deteriorate the DIIHA
Qixiu YANG ; Fengyong ZHAO ; Qin LI ; Jiamin ZHANG ; Zhonghui GUO ; Ying YANG ; Chen WANG ; Ziyan ZHU
Chinese Journal of Blood Transfusion 2022;35(9):904-907
【Objective】 To analyze the influence of β-lactam antibiotics on RBC aging and clearance by detecting various indicators of aging and clearance on RBCs, as well as the differences in phagocytosis for erythrocytes before and after drugs treated in vitro. 【Methods】 RBCs were treated by β-lactam antibiotics, including Penicillin, Cefepime, Cefoperazone and Ceftazidime, and the changing of phosphatidylserine (PS) and clearance related CD markers, including CD35, CD47, CD55 and CD59 on the surface of the RBCs, were detected by flow cytometry at 0h and 24h after drugs treatment. The proportion of acanthocytes by microscope also at 0h and 24h after drugs treatment was calculated. The phagocytosis of drug-treated RBC was detected by monocyte monolayer assay (MMA). Untreated RBCs were incubated in PBS by the same condition as a negative control.The influence of β-lactam antibiotics on RBC aging and clearance by all the results above was studied. 【Results】 Compare to the untreated RBCs, the drug treated RBCs showed a higher PS level on the cell surface. The results showed by percentage as following(0 h vs 24 h): Penicillin 9.42% vs 93.30%, Cefepime 3.88% vs 57.27%, Cefoperazone 4.71% vs 75.75% and Ceftazidime 3.05% vs 43.19%. The acanthocytes ratio was as following(0 h vs 24 h): Penicillin 7.33% vs 86%, Cefepime 2.67% vs 52.67%, Cefoperazone 3.33% vs 67.67% and Ceftazidime 3.33% vs 90.67%. On the opposite, the clearance related CD markers, showed an obviously lower level after drugs treated(0 h vs 24 h): CD35: Penicillin 7.36% vs 11.87%, Cefepime 0.14% vs 28.51%, Cefoperazone 11.85% vs 21.55% and Ceftazidime 7.63% vs 8.73%; CD47: Penicillin 1.22% vs 9.13%, Cefepime 1.80% vs 0.86%, Cefoperazone 0.08% vs 6.85% and Ceftazidime 1.54% vs 5.50%; CD55: Penicillin 14.46% vs 44.31%, Cefepime 17.27% vs 38.41%, Cefoperazone 19.28% vs 33.28% and Ceftazidime 14.62% vs 34.13%; CD59: Penicillin 4.71% vs 20.56%, Cefepime 4.03% vs 7.60%, Cefoperazone 5.91% vs 22.38% and Ceftazidime 5.93% vs 30.89%. Drug-treated RBCs attached more to monocytes than untreated RBCs. 【Conclusion】 The β-lactam antibiotics could induce the changing of PS and the clearance of related CD markers on surface of RBCs. They also could lead acanthocytes and make the RBCs more susceptible to phagocytosis by monocytes. The β-lactam antibiotics could promote the RBCs aging and clearance, which might deteriorate the DIIHA.
4.Quantitative detection of red blood cell antibody-mediated complement activation
Zhongying WANG ; Jian LI ; Fengyong ZHAO ; Chenrui QIAN ; Wei SHEN ; Liangfeng FAN ; Sha JIN ; Jiewei ZHENG ; Yuyu ZHANG ; Dong XIANG
Chinese Journal of Blood Transfusion 2022;35(9):982-985
【Objective】 To construct an in-vitro model of erythrocyte antibody-mediated complement activation, and establish quantitative detection methods based on flow cytometry and spectrophotometry, so as to explore the correlation of anti-body titers and complement activation speed, and provide a methodological basis for studying the adverse transfusion reactions of anti-body mediated complement hemolysis. 【Methods】 Mouse monoclonal antibody that recognized human C3b and fluorescent secondary antibody were used to label C3b fragments on erythrocytes, and the deposition of C3b fragments after complement activation was detected by flow cytometry. The absorbance at 540 nm of the supernatant in the complement activation reaction system was measured by spectrophotometry as the amount of hemoglobin released was related to the absorbance. 【Results】 The complement activation system was constructed according to the ratio of 3% red blood cell suspension (mixed for 6 people) 1∶anti-Tja 1∶complement 2. The repeatability was good (P value>0.05) as different red blood cell mixtures had been used to repeat the detection reaction system. When using 32×, 64× and 128× dilutions of anti-Tja mediated complement activation, the deposition of C3b fragments has been detected by flow cytometry at 30 s, 1 min and 2 min, respectively, and MFI peaked at 5 min, 10 min and 30 min, respectively. No obvious hemolysis has been observed within 1.5 h. 【Conclusion】 In vitro model of anti-Tja-mediated complement activation demonstrates the speed of complement activation is related to the concentration of antibody. At a certain antibody concentration, the speed of complement activation has been slowed down, and no obvious hemolysis observed.
5.Preparation of human monoclonal anti-C cell line from peripheral blood B lymphocytes of D--donor
Zhonghui GUO ; Fengyong ZHAO ; Demei ZHANG ; Dong XIANG ; Jiamin ZHANG ; Ying YANG ; Qin LI ; Qixiu YANG ; Chen WANG ; Ziyan ZHU
Chinese Journal of Blood Transfusion 2022;35(4):400-404
【Objective】 To establish human hybridoma cell lines, secreting monoclonal antibody against antigens of Rh blood system, from a donor with rare D--phenotype. 【Methods】 Peripheral blood B lymphocytes of an O type female donor, lacking C/c/E/e antigens on her erythrocyte, were transformed with Epstein-Barr virus (EBVs). EBVs were harvested from the cultural supernatant of B95-8 cells. The transformed lymphoblastoid cell line (LCL) secreting antibodies to C antigens were picked up and then hybridized with the myeloma SHM-D33 using electric fusion technique. Hybridoma cells were selected by HATD-Ouabain(HOTD)(Hypoxantine, Aminopterin, Thymidine, 2-Deoxycytide, and Ouabain)culture medium, microplate antibody screening and limited dilution subcloning. The monoclonal antibody was assayed by serological test and was confirmed by flow cytometry (FCM). 【Results】 From the cultural supernatant of D--peripheral blood transformed B lymphocytes, 3A6-C6, which agglutinated with R
6.Research progress of stem cells imaging technology in the diagnosis and treatment of liver diseases
Fengyong LIU ; Ming SHI ; Fusheng WANG
Chinese Journal of Hepatobiliary Surgery 2021;27(8):630-633
Liver disease is one of the main causes of human deaths in the world. Orthotopic liver transplantation is the most effective treatment for severe liver diseases, such as liver cirrhosis, hepatocellular carcinoma, etc. However, liver transplantation was limited because of donors shortage, and immunological. In recent years, stem cell therapy with the ability of multi-directional differentiation has potential application value in the treatment of patients with liver diseases. However, the mechanisms of stem cell therapy have not yet been fully understood. Stem cells can be detected under in vivo cell imaging. It can noninvasively trace the distribution, migration, proliferation and differentiation of stem cells, and it is an important link to study the mechanism of stem cells in the treatment of liver diseases. Therefore, this review briefly introduces the latest research progress of stem cell in vivo imaging techniques in the field of stem cell diagnosis and treatment of liver diseases.
7.HIV-, HBV- and HCV- NAT yield in individual donations: a multi-center analysis in Henan province from 2017 to 2019
Yan ZHANG ; Jianhua FANG ; Wenchao GE ; Yifang WANG ; Qi JIANG ; Shanhua CHEN ; Dan CHEN ; Jia WU ; Nan CHEN ; Yu MENG ; Huiyun HAN ; Dengfeng WANG ; Xiaozhen ZHANG ; Yue ZHANG ; Fengyong MA ; Bin JIA ; Weijie LI ; Sili SUN ; Fei ZHAO ; Yongqing ZHOU ; Suneng ZHANG
Chinese Journal of Blood Transfusion 2021;34(1):68-72
【Objective】 To analyze the HIV-, HCV- and HBV- NAT yield rate in different areas of Henan province, so as to provide the basis for disease prevention and control as well as the establishment of a unified quality control standard for nucleic acid testing(NAT) in the Henan province. 【Methods】 The number and prevalence of NAT yielding samples with isolated infectious virus, namely HIV, HCV and HBV, in 18 blood stations in Henan province from 2017~2019, as well as the trends were analyzed. The NAT quality of each laboratory and each testing system was analyzed according to the ratio of reactive individual donation(ID) results to reactive minipools(MP). 【Results】 The HBV, HCV and HIV ID-NAT yield numbers in 3 501 251 blood donations were HBV 2 606(74/100 000), HCV 21 (0.63/100 000), and HIV 34(1.00/100 000). The HBV ID-NAT yield rate showed an upward trend in the whole province from 2017 to 2019, while the prevalence of HIV and HCV ID-NAT yield didn′t differ significantly during three years. 5 kinds of NAT detection systems were applied in 18 blood centers. among which Ⅰ, Ⅱ, Ⅳ and Ⅴ were triplex detection systems. 2661 ID-reactive samples were implicated in 5 595 MP-reactive samples, with a resolution rate of 47.56%. The resolution rate of triplex NAT system Ⅰ, Ⅱ, Ⅳ and Ⅳ was 39.63%~47.95%, 40.43%~54.36%, 51.61% and 70.00%~45.45%, respectively. An upward trend in triplex NAT resolution rate was observed in 8 laboratories, i. e.B, D, E, F, I, K, L and Q, and an descending trend in A and C. The NAT system Ⅲ, a ID-NAT system, was used only by laboratory C, presenting a NAT-yield rate of 0.19% (282/145 474) and resolution rate of 46.45% (131/282). 【Conclusion】 The majority of NAT-yield of one infectious virus in Henan province is HBV, presenting annual increasing trend. The quality management of NAT laboratories should be strengthened as the divergence was seen in the performance of different NAT laboratories.
8.-D- phenotype screening by polybrene method
Fengyong ZHAO ; Zhongying WANG ; Yuyu ZHANG ; Qin LI ; Yunxiang WU ; Fei WANG ; Qing LI ; Demei ZHANG ; Dong XIANG ; Ziyan ZHU
Chinese Journal of Blood Transfusion 2021;34(11):1186-1190
【Objective】 To develop a novel screening reagent for -D- phenotype preliminary screening based on the difference in RhD antigen expression level of -D- phenotype and normal RhD phenotype. 【Methods】 RhD antigen expression of -D-phenotype and Rh D-- gene carrier were detected by flow cytometry. By adjusting the concentration of polybrene in the screening system, the red blood cells with high RhD antigen expression level agglutinated, and the preliminary screening of the -D-phenotype and its gene carriers was realized. 【Results】 According to the quantitative results of immunofluorescence intensity (MFI) analysis by flow cytometry, the expression level of RhD antigen in -D- phenotype cells (284 360±16 698, n=3) was about 3 times normal RhD positive cells (98 642±35 908, n=9)(P<0.01), while RhD antigen expression level of RhD-- gene carrier (181 109±39 455, n=4) was about 2 times normal RhD positive cells(P<0.01). RhD antigen expression (144 538±227 445, n=7) of the positive cells screened by 15 μL 3% fresh red blood cell suspension and screening system 35 μL (1 μL IgG anti-D, 29 μL polybrene polybrene, and 5 μL low ionic strength solution) was about 1.5 times normal RhD positive cells. 【Conclusion】 The polybrene preliminary screening system, which can be used for high-throughput screening of -D- phenotype, is a reliable technical method for frequency study of this phenotype.
9.Single-ELISA reactive rate of four blood screening items in 18 blood station laboratories: Henan, 2019
Yan ZHANG ; Mingjun CHEN ; Hongna ZHAO ; Yonglei LV ; Jianhua FANG ; Qi JIANG ; Shanhua CHEN ; Dan CHEN ; Jia WU ; Nan CHEN ; Yu MENG ; Huiyun HAN ; Dengfeng WANG ; Xiaozhen ZHANG ; Yue ZHANG ; Fengyong MA ; Bin JIA ; Junjie LI ; Sili SUN ; Fei ZHAO ; Yongqing ZHOU ; Suneng ZHANG
Chinese Journal of Blood Transfusion 2021;34(8):878-882
【Objective】 To analyze the cause of single-ELISA reactive of four blood screening items in 18 blood stations in Henan, so as to provide the basis for improving the quality of blood screening. 【Methods】 The single-ELISA reactive rate of HBsAg, anti-HCV, HIV Ag/Ab and anti-TP of 18 blood station laboratories in Henan throughout 2019 was calculated, and the causes were analyzed according to different ELISA reagent combinations and gray area settings in each laboratory. 【Results】 The overall single-ELISA reactive rates of HBsAg, anti-HCV, HIV Ag/Ab and anti-TP were 1.740(2 154/1 237 789), 0.564‰(698/1 237 789), 1.421‰(1 759/1 237 789) and 1.561‰(1 932/1 237 789), respectively, showing significant differences by detection items (P <0.05). Person correlation analysis showed that the single-ELISA reactive rate was independent of the gray area settings.but dependent on laboratories and reagent combinations. The single-ELISA reactive rate of HBsAg, anti-HCV, HIV Ag/Ab and anti-TP in D laboratory was the highest and higher than that in other labs using the same reagent.The laboratories with high HBsAg single-ELISA reactive rate were mostly those using a combination of imported reagents and domestic reagents, including the top 6 laboratories. The laboratories with high anti-HCV single-ELISA reactive rate were mostly those using certain domestic reagents. No obvious rules was noticed by single-ELISA reactive for anti-HIV. Laboratories with high anti-TP single-ELISA reactive rate were mostly those using combination 4. 【Conclusion】 The HBsAg single-ELISA reactive rate was the highest in the four blood screening items of blood station laboratories in Henan. The single-ELISA reactive rate is related to the laboratory itself and the reagent manufacturer, suggesting that laboratory quality control should be strengthened and proper reagent combination should be selected to reduce the waste of blood.
10.Advantages of Restoring miR-205-3p Expression for Better Prognosis of Gastric Cancer via Prevention of Epithelial-mesenchymal Transition
Zhen ZHANG ; Xujun HE ; Ji XU ; Genhua ZHANG ; Yue YANG ; Jie MA ; Yuanshui SUN ; Haibin NI ; Fengyong WANG
Journal of Gastric Cancer 2020;20(2):212-224
Purpose:
miR-205 is a tumor suppressor and plays an important role in tumor invasiveness. However, the role of miR-205 in human gastric cancer (GC) epithelial-mesenchymal transition (EMT) remains unclear. The aim of this study was to investigate the molecular mechanism of miR-205 in the regulation of EMT in GC invasion.
Materials and Methods:
Quantitative polymerase chain reaction (qPCR) was used to detect the expression of miR-205 in GC. Further, the correlation between the pathological parameters and prognosis of GC was statistically analyzed. A transwell model was used to evaluate the effect of miR-205-3p on the invasion and migration of GC cells. qPCR, western blotting, and luciferase assay were performed to analyze the relationship and target effects between miR-205-3p and the expression of zinc finger electron box binding homologous box 1 (ZEB1) and 2 (ZEB2).
Results:
We found that the levels of miR-205-3p were significantly lower (P<0.05) in GC tissues than in matched normal tissues. Additionally, the expression of miR-205-3p was related to the tumor invasion depth, lymph node metastasis, lymph node invasion, and tumor, node, metastasis stage. Patients with lower miR-205-3p expression levels in the tumors had a poorer prognosis. The in vitro assays indicated that miR-205-3p could affect the invasion ability and EMT of GC cells by targeting the expression of both ZEB1 and ZEB2.
Conclusions
miR-205-3p promotes GC progression and affects the prognosis of patients by targeting both ZEB1 and ZEB2 to directly influence EMT.

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