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.Clinical effect of arthroscopic reduction and suture for tibial intercondylar eminence fractures by perforated Kirschner wire
Fei LIU ; Huacheng HOU ; Li JU ; Fengyong MAO ; Kai TANG
Chinese Journal of Applied Clinical Pediatrics 2023;38(9):693-697
Objective:To investigate the clinical effect of arthroscopic reduction of tibial intercondylar ridge fractures in children using a 2.0 mm perforated Kirschner wire to establish bone tunnels and the Krackow-" 8" suture.Methods:From January 2018 to December 2020, 24 children (14 males and 10 females, aged 6-15 years) with tibial intercondylar ridge fractures admitted to Children′s Hospital of Nanjing Medical University were retrospectively recruited for analyses.All patients were treated with arthroscopic reduction, non-absorbable Krackow-" 8" suture for the base of the anterior cruciate ligament, and establishment of bone tunnels by 2.0 mm perforated Kirschner wire from the proximal tibial epiphysis for inserting a suture to fix the fractures.The affected limb was immobilized with a cast for 4 weeks, followed by active exercises postoperatively.Knee function was assessed using the Lysholm score and IKDC 2000 subjective score.Knee stability was evaluated using the Lachman test.X-rays were taken at 3 and 6 months postoperatively to evaluate fracture healing.Growth retardation of epiphyseal plate at 2 years of follow-up was assessed by bilateral knee X-rays.Results:All the 24 cases were successfully operated, with the operation time of (63.1±20.2) (40-115) min.All children were followed up for 24-36 months[(28.7±3.4) months]. All children achieved an anatomical reduction of the fracture postoperatively.No complications like fracture displacement, suture rupture, or infection were reported.All fractures healed completely at 3 months postoperatively.At the last follow-up, the Lysholm score and IKDC 2000 subjective score were (94.4±4.8) points and (93.8±5.6) points, respectively.The positive Lachman test was detected in 2 patients.No inhibition of proximal tibial epiphyseal growth was observed.Conclusions:Arthroscopic reduction with non-absorbable Krackow-" 8" suture and establishment of bone tunnels using a 2.0 mm perforated Kirschner wire for the treatment of tibial intercondylar ridge fractures in children has the advantages of simple surgical procedures, minimal invasiveness, which is an effective treatment method.
3.Factors influencing recurrence of hepatocellular carcinoma following combined transcatheter arterial chemoembolization and radiofrequency ablation
Yimao XIA ; Xin LI ; Xiaomei TIAN ; Fengyong LIU
Chinese Journal of Hepatobiliary Surgery 2023;29(2):86-90
Objective:To analyze the risk factors of short-term recurrence of hepatocellular carcinoma (HCC) treated by transcatheter arterial chemoembolization combined with radiofrequency ablation (TACE-RFA), and to predict the short-term recurrence rate by establishing a nomogram model.Methods:The clinical data of patients with hepatocellular carcinoma treated with TACE-RFA at the PLA General Hospital from January 2010 to December 2019 were retrospectively analyzed. Of 125 patients who were included, there were 103 males and 22 females, aged (56.6±8.9) years old. Based on whether tumors had recurred within 12 months after treatment, the patients were divided into two groups: the recurrent group ( n=86) and the non-recurrent group ( n=39). The baseline conditions, tumor characteristics and preoperative laboratory examination resultss were collected and the patients were followed-up by outpatient reexaminations. Multivariate logistic regression analysis was used to study the risk factors of short-term recurrence. C-index, correction model and ROC curve were used to evaluate the model. Results:Multivariate logistics regression analysis showed that the neutrophil to lymphocyte ratio (NLR) >1.25 ( OR=2.87, P=0.048), albumin-γ-glutamyltransferase ratio (AGR)≤0.3 ( OR=3.40, P=0.043), incomplete tumor encapsulation ( OR=3.81, P=0.007) and maximum tumor diameter ( OR=1.98, P=0.003) were independent risk factors for short-term recurrence after TACE-RFA. Applying the above factors to construct the nomograph, the C-index was 0.767, the area under the curve was 0.77 (95% CI: 0.67-0.85), and the calibration curve had a good consistency. Conclusion:NLR>1.25, AGR≤0.3, incomplete tumor encapsulation and tumor maximum diameter were risk factors of short-term recurrence after TACE-RFA in patients with HCC. The nomogram model based on the above factors was of good value in predicting short-term recurrence after TACE-RFA.
4.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.
5.Advance in the treatment of labia minora hypertrophy by wedge excision
Zhen ZHANG ; Fengyong LI ; Qiang LI ; Yu ZHOU ; Yujiao CAO ; Meichen LIU
Chinese Journal of Plastic Surgery 2022;38(3):339-343
Labia minora resection is one of the key method to solve labia minora hypertrophy. And it is reported that wedge resection is becoming a research hotspot as a common method. By a comprehensive literature search, the purpose of this article is to study and analyze the improvement of wedge resection in the treatment of labia minora hypertrophy over the past few years. At the same time, the characteristics, complications, and postoperative outcomes of the different resection method will be discussed based on the previous data. It is concluded that wedge resection has achieved positive treatment effects in the therapy of labia minora hypertrophy.
6.The research advance in erectile function of penile reconstruction
Zhen ZHANG ; Qiang LI ; Fengyong LI ; Yu ZHOU ; Yujiao CAO ; Meichen LIU
Chinese Journal of Plastic Surgery 2022;38(4):480-484
Phalloplasty can be considered as a important way to reconstruct erectile function for female-to-male transsexuals, patients with penile defect or genital malformations. Meanwhile, penile prostheses, such as autologous tissue, artificial prosthesis and other tissues, play a key role in reconstructing erectile function. Thus, the purpose of this article is to analyze relevant research reports in recent years, since research goes deeper and improvements have been achieved in this field.
7.Application effect of divisional design in composite reduction labiaplasty
Siya ZHANG ; Fengchao CHEN ; Fengyong LI
Chinese Journal of Plastic Surgery 2022;38(8):881-886
Objective:To explore the clinical effect of the composite reduction labiaplasty by divisional design.Methods:From January 2020 to February 2022, the clinical data of patients with complex labia minora and clitoris prepuce hypertrophy who were treated in the Medical Cosmetic Center of Beijing Friendship Hospital Affiliated to Capital Medical University were collected and analysed. The inner side of their labia minora showed no chalasis in the vertical direction, but the outer side were slack with folds, accompanied by clitoris prepuce hyperplasia. We adopted the composite reduction labiaplasty by divisional design. The outer side of the labia minora and the clitoral prepuce were considered as a whole, and a wedge-shaped incision line was designed to remove the excess tissue in the vertical direction. On this basis, an arc was projected on the inner side of the labia minora to form an arcuate incision line on the inner side. The composite reduction labiaplasty was performed with the combination of wedge resection and edge resection. The postoperative follow-up observations included: postoperative complications, the symmetry of the labia minora and clitoris prepuce, the improvement of frictional discomfort, the cleanliness of the labia minora and the clitoris prepuce, and the patient's satisfaction with the shape of the labia minora and clitoris prepuce. For patients with sexual experience, follow-up content also includes changes in sexual satisfaction.Results:A total of 17 female patients aged 20 to 35 years, with an average age of 27 years, were included in this study. Follow-up was conducted 2 months after the operation. All incisions healed by first intention with no sawtooth-like deformity at the incision margin, and had natural appearance. Patients felt that the bilateral labia minora and clitoral foreskin were completely symmetrical in 3 cases, basically symmetrical in 12 cases, and partially asymmetric in 2 cases. These 2 cases of partial asymmetry did not require further surgical repair. In all 17 patients, the frictional discomfort was completely resolved, and the labia minora and clitoral foreskin were easier to clean. The patients were very satisfied with the appearance in 5 cases, satisfied in 10 cases, and dissatisfied in 2 case. There were 15 patients with previous sexual life experience, of which 10 patients had improved sexual satisfaction, and 5 patients had no change in sexual satisfaction after the operation.Conclusions:Through the divisional design, wedge resection and edge resection are performed in the composite reduction labiaplasty, which can solve the friction and discomfort caused by the hyperplasia of labia minora and clitoris prepuce in a single operation, and achieve better aesthetic results at the same time.
8.Establishment and identification of a human megakaryocytic cell line with low Ley expression
Huijun ZHU ; Qinqin MA ; Fengyong ZHAO ; Qin LI ; Ping LU
Chinese Journal of Blood Transfusion 2022;35(9):891-895
【Objective】 To establish a stable human megakaryocytic cell line with low expression of Ley antigen to further study the role of Ley on activation of platelets. 【Methods】 The expression level of the Ley antigen in a human megakaryocytic cell line, DAMI, was determined using Western Blot and flow cytometry. The expression level of genes that encode fucosyltransferase (FUTs), which was involved in the biosynthesis of Ley antigen, was also determined to identify the candidate genes to be knocked out. The candidate FUT gene was knocked out via a CRISPR/Cas 9 gene knockout system and cells with low Ley antigen expression were sorted by flow cytometry. The sorted cell line was cultured and characterized. 【Results】 The Ley was expressed intensively on DAMI cell. FUT1 and FUT4 mRNA was expressed relatively higher, both may be key enzymes for the biosynthesis of the Ley antigen. In the DAMI cell line with the knockout of FUT1 gene, the expression of the Ley adntigen was remarkedly reduced, while cell proliferation was not affected compared to the wildtype control cells. 【Conclusions】 Since various FUTs contributes to the biosynthesis of the Ley antigen, the knockout of the primary one of them cannot totally block its biosynthesis, but only reduce its expression. In this study, a stable FUT gene knockout human megakaryocyticcell line is established using CRISPR/Cas 9 technology, which provides basis for the study of the impact of the Ley antigen on platelet functions.
9.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.
10.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.

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