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.Penehyclidine hydrochloride regulates angiopoietin 2/vascular endothelial cadherin (Ang2/VE-cadherin) pathway to alleviate LPS induced lung injury in rats.
Fengyong YANG ; Dongdong FANG ; Binghan ZHANG ; Yanjie SUN ; Haifeng LIU ; Yongjie QI ; Guangchen WEI
Chinese Journal of Cellular and Molecular Immunology 2023;39(8):708-713
Objective To explore the effect and mechanism of penehyclidine hydrochloride (PHCD) on vascular endothelial injury in septic rats. Methods Fifty male SD rats were randomly divided into control group, lipopolysaccharide (LPS) induced sepsis group (model group), low dose PHCD (0.3 mg/kg) group, medium dose PHCD (1.0 mg/kg) group and high dose PHCD (3.0 mg/kg) groups, ten mice for each group. Normal saline was injected into the tail vein of the control group, and 10 mg/kg lipopolysaccharide (LPS) was injected into the tail vein of the rats in other groups to prepare the sepsis rat models. After the models were successfully established, low, medium and high doses (0.3, 1.0, 3.0 mg/kg) of PHCD solution were injected into the tail vein of the rats of corresponding groups. Wet/dry mass ratio (W/D) of lung tissue of rats in each group was measured, and ELISA was used to assay interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), IL-6 content and rat plasma angiopoietin 2 (Ang2) content in bronchoalveolar lavage fluid (BALF). HE staining was used to observe the pathological changes of lung tissues. Immunohistochemical staining was used to observe the expression of Ang2 in the right lung tissues. Western blot analysis was performed to detect Ang2 and vascular endothelial cadherin (VE-cadherin) protein in lung tissues. Results Compared with the control group, the W/D ratio of the lung tissues of rats in the model group and the contents of IL-1β, IL-6 and TNF-α in BALF were significantly increased; the lung tissues showed obvious pathological damage, with up-regulation of Ang2 expression and down-regulation of VE-Cadherin expression. Compared with the model group, the W/D ratio of the lung tissues of rats in three PHCD treatment groups and the contents of IL-1β, IL-6 and TNF-α in BALF were significantly reduced; the pathological damage of lung tissue was significantly reduced, with down-regulation of Ang2 expression and up-regulation of VE-cadherin expression. Conclusion PHCD can reduce LPS-induced lung inflammation in rats with sepsis by regulating the Ang2/VE-Cadherin pathway, thereby improving vascular endothelial injury.
Rats
;
Mice
;
Animals
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Male
;
Lipopolysaccharides/metabolism*
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Tumor Necrosis Factor-alpha/metabolism*
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Angiopoietin-2/pharmacology*
;
Interleukin-6/metabolism*
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Rats, Sprague-Dawley
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Lung
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Acute Lung Injury/metabolism*
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Sepsis/metabolism*
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.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
5.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.
6.The experience of robot-assisted thrombectomy in treating renal tumor with Mayo level Ⅲ to Ⅳ inferior vena caval thrombus (report of 5 cases)
Qingbo HUANG ; Cheng PENG ; Xin MA ; Hongzhao LI ; Kan LIU ; Yang FAN ; Cangsong XIAO ; Minggen HU ; Guodong ZHAO ; Fengyong LIU ; Qiuyang LI ; Haiyi WANG ; Baojun WANG ; Xu ZHANG
Chinese Journal of Urology 2019;40(2):81-85
Objective To explore the feasibility of robot-assisted laparoscopic inferior vena cava (IVC) thrombectomy in treating renal tumor with Mayo level Ⅲ-Ⅳ inferior vena cava thrombus.Methods From November 2014 to January 2017,5 cases of renal tumor with Mayo level Ⅲ-Ⅳ inferior vena cava tumor thrombus were treated with robot-assisted surgery.There were 4 males and 1 female with the median age of 59 years (range 54-71 years).Four cases had the renal tumor on the right side and one on the left side.The mean tumor size was 6.8 cm (range 5-9 cm) with 3 cases of T3b and 2 cases of T3c.There were 4 cases of level Ⅲ and 1 case of level Ⅳ inferior vena cava thrombus with the median length of 9 cm (range 7-11 cm).The surgical procedure for Mayo level Ⅲ inferior vena cava thrombus included mobilization of both left and right robes of liver,subsequently controlling the suprahepatic infradiaphramatic IVC and first porta hepatis simultaneously.The surgical procedure for Mayo level Ⅳ inferior vena cava thrombus included cardiopulmonary bypass by multi-disciplinary cooperation among urologists,hepatobiliary and cardiovascular surgeons.The procedures included live mobilization,control of the superior vena cava and first porta hepatis and remove thrombus in the atrium and IVC respectively.Results All operations were completed successfully.The median operative time was 440 min (320-630 min).The blood recovery device was used and the intraoperative estimated blood loss was 2 500 ml (500-6 000 ml) and all cases required intraoperative blood transfusion.The median time of intraoperative occlusion of IVC was 35 min (25-50 min).All patients were transferred to the intensive care unit for median of 4 days (2-8 days) after surgery.The median time to remove the postoperative drainage tube was 9 days (7-12 days).Postoperative pathological diagnosis revealed 5 cases of clear cell carcinoma.Postoperative renal dysfunction occurred in 3 patients and liver dysfunction occurred in 2 patients who improved after medical therapy.During median 19.6 months (12-48 months) of follow-up,1 patient died and 1 patient progressed.Conclusions Despite the high risk of surgery,robot-assisted laparoscopic IVC thrombectomy for renal tumor with Mayo level Ⅲ-Ⅳ thrombus is feasible for experienced surgeons in selected patients.However,the oncological outcomes need further investigation.
7.Efficacy and safety of enteral nutrition in preoperative bowel preparation for colorectal cancer: a meta-analysis
Qiang HU ; Xiyin YANG ; Yuanshui SUN ; Fengyong WANG
Chinese Journal of Clinical Nutrition 2018;26(1):26-33
Objective To systematically evaluate the efficacy and safety of enteral nutrition in preoperative bowel preparation for colorectal cancer.Methods We searched in multiple databases (i.e.CNKI,Wanfang Data,VIP,PubMed,Coehrane Library,and Web of Science) for studies up to March 2017 that compared the efficacy and safety of enteral nutrition vs.mechanical bowel preparation before surgical treatment of colorectal cancer.Meta-analysis was conducted with RevMan 5.3 to compare the two approaches in terms of postoperative lymphocyte count,complications,anal exhaust time,intestinal cleaning rate,and levels of prealbumin,albumin,hemoglobin,and transferrin.Results A total of 12 randomized controlled trials involving 617 patients were included in this study,where 308 patients received enteral nutrition and 309 had mechanical bowel preparation.The results showed that enteral nutrition was comparable to mechanical bowel preparation in bowel cleaning rate (OR =1.54,95% CI=0.98-2.41,P=0.06) and anal exhaust time (WMD =-8.14,95% CI=-18.25-2.07,P=0.12),and it could lead to higher levels of lymphocytes (WMD=0.19,95% CI=0.06-0.32,P<0.01),prealbumin (WMD=20.16,95% CI=15.77-20.54,P<0.01),albumin (WMD =2.60,95% CI=1.69-3.51,P<0.01),hemoglobin (WMD=7.18,95% CI=3.61-10.75,P<0.01),and transferrin (WMD=0.29,95% CI=0.12-0.47,P<0.01),and reduce the incidence of postoperative complications (OR=0.18,95% CI=0.11-0.28,P<0.01).Conclusions Current evidence showed that using enteral nutrition for bowel preparation before surgical treatment of colorectal cancer could improve postoperative profiles of lymphocyte count,prealbumin,albumin,hemoglobin,and transferrin,and reduce complications.This approach should be adopted in the clinic.
8.Weight loss after transcatheter left gastric arterial embolization in rabbit model
Jinxin FU ; Fengyong LIU ; Jinlong ZHANG ; Yang GUAN ; Jieyu YAN ; Yan WANG ; Kai YUAN ; Xin LI ; Hongjun YUAN ; Maoqiang WANG
Chinese Journal of Radiology 2018;52(10):789-793
Objective To investigate weight, ghrelin changes following transcatheter left gastric artery embolization in rabbit model of obesity, and evaluate its safety. Methods Thirty New Zealand rabbits were randomly divided into three groups, ten New Zealand rabbits in each group, group A:left gastric artery embolization using gelatin sponge, group B:left gastric artery and gastroduodenal artery embolization using gelatin sponge, group C (control group): left gastric artery and gastroduodenal artery perfusion using normal saline. Ghrelin, weight and liver and kidney function were measured at preoperative and postoperative 1, 2, 3, 4 weeks. T test was used to compare the differences in the levels of preoperative and postoperative average ghrelin, weight, alanine transaminase (ALT), aspartate transaminase (AST), creatinine and urea in each group. The ANOVA of repeated measurement was used to compare the difference of preoperative and postoperative each time points between the three groups. Results The preoperative and postoperative ghrelin levels in group A were (4057±61)and (3708±141) pg/ml with statistically significant differences (t=4.5, P<0.05). The preoperative and postoperative ghrelin levels in group B were (4137 ± 89) and (3608 ± 239) pg/ml with statistically significant differences (t=6.8, P<0.05). The preoperative and postoperative ghrelin levels in the control group were (3986 ± 82)and (4044 ± 72) pg/ml with no statistically significant differences (t=0.7, P>0.05). The level of ghrelin in group B decreased significantly compared with group A and the difference was statistically significant (t=3.8, P<0.05). There was a statistically significant difference in postoperative ghrelin levels between the three groups (F=15.6, P<0.05). The preoperative and postoperative weight in group A were (6.12±0.38)and (5.66±0.39) kg with statistically significant differences (t=2.7, P<0.05). The preoperative and postoperative weight in group B were (5.99 ± 0.57)and (5.24 ± 0.61) kg with statistically significant differences (t=3.1, P<0.05). The preoperative and postoperative weight in the control group were (5.94 ± 0.45)and (6.24 ± 0.42) kg with no statistically significant differences (t=1.2, P>0.05). The weight loss of group B was significantly greater than that of group A and the difference was statistically significant (t=5.2, P<0.05). There was a statistically significant difference in postoperative weight between the three groups (F=5.1, P<0.05). There were no statistically significant differences in ALT, AST, creatinine and urea levels at preoperative and postoperative each time points in each group (P>0.05). Conclusion Left gastric artery embolization can become a safe and effective minimally invasive treatment for obesity and left gastric artery and gastroduodenal artery embolization at the same time could achieve more weight loss.
9.The clinical efficacy of Dyna computer tomography guided radiofrequency ablation combined immediately with transarterial chemoembolization to treat large solitary hepatocellular carcinomas
Hongjun YUAN ; Fengyong LIU ; Xin LI ; Yang GUAN ; Maoqiang WANG
Chinese Journal of Hepatobiliary Surgery 2018;24(5):294-298
Objective To study the clinical efficacy of Dyna computer tomography (Dyna CT) guided radiofrequency ablation (RFA) followed immediately by transcatheter arterial chemoembolization (TACE) in the treatment of large solitary hepatocellular carcinomas (HCC),and to provide the basis for the rational use of Dyna CT.Methods A retrospective analysis was performed on 23 patients with a large solitary hepatocellular carcinoma (tumor diameter ≥5 cm) who were admitted to Chinese PLA General Hospital from January 2014 to October 2015 and treated with Dyna CT guided RFA followed immediately by TACE.After treatment,the success rate of the combined technique,the treatment time,the radiation dose received by the patient,the complication and the efficacy of the combined therapy were evaluated.Results The success rate of the combined technique was 100%.The treatment time was (45.3 ± 4.8) min.The radiation exposure dose was (730.5 ± 78.8) mGy.There was no serious complication after treatment.The complete remission rate of the targeted lesion was 91.3 % (21/23),the partial remission rate was 8.7 % (2/23).On follow-up,5 patients had died.The 6,12,18 month survival rates were 100%,81.5% and 48.0%,respectively.Conclusions Dyna CT guided RFA for a large solitary HCC was efficacious and safe.The immediate combination of TACE with RFA provided a new alternative strategy for the treatment of a large solita-ry HCC.Dyna CT has important clinical values.
10.Applications of nano-drug delivery systems in interventional-targeted for hepatocellular carcinoma: a review
Hongjun YUAN ; Fengyong LIU ; Xin LI ; Yang GUAN ; Maoqiang WANG
Chinese Journal of Hepatobiliary Surgery 2018;24(6):427-430
The development of hepatocellular carcinoma is insidious and rapid.Most patients can not undergo surgery after diagnosis.Transcatheter arterial chemoembolization (TACE) is considered to be the best modality for treatment of advanced hepatocellular carcinoma.However,there are some bottlenecks in TACE,such as low targeting of chemotherapy drugs and incomplete treatment.How to improve the curative effect of TACE has become a key issue in the interventional treatment of hepatocellular carcinoma.In recent years,the study of nano-drug delivery systems has been expected to solve these problems,and has become a hot spot in the field of targeted therapy for hepatocellular carcinoma.In this paper,the current research status of nano-drug delivery systems and its application in the interventional-targeted therapy of hepatocellular carcinoma are reviewed.

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