OBJECTIVE To analyze the clinical characteristics of the patients with severe infections who were treated with polymyxin B and compare the plasma concentration of polymyxin B among the patients with severe infections with different creatinine clearance rates(Ccr).METHODS The clinical data were collected from 152 patients with severe infections who were treated with intravenous polymyxin B in intensive care unit(ICU)of Zhongda Hospital Affiliated to Southeast University from Jan.2021 to Mar.2023.The trough concentration(Cmin),median concen-tration(C1/2t)and peak concentration(Cmax)of polymyxin B were determined after 5 doses were completed.Based of the area under the curve(AUC)of drug concentration of polymyxin B(AUC0～24h)combined with the Ccr level[the ≤30 to＜60 ml/min group(n=40),the 60 to＜130ml/min group(n=79),and the ≥ 130ml/min group(n=33)],the AUC0～24h of polymyxin B were calculated,and the influence of Ccr on the plasma concentration was observed.RESULTS Among the 152 patients with severe infections,118 were male,and 34 were female,with the age ranging between 20 and 90 years old;the patients with high blood pressure accounted for 14.47％(22/152),the patients with diabetes mellitus 7.24％(11/152).Polymyxin B is primarily used in clinical settings for the treatment of pulmonary infections and bloodstream infections caused by carbapenem-resistant Acinetobacter baumannii and Klebsiella pneumoniae.The median initial dose and the median maintenance dose were 1.35(1.00,1.67)mg/kg q12 h and 1.07(0.83,1.25)mg/kg q12 h,respectively.The median AUC0～24h of polymyxin B was 76.57(54.65,106.47)μg·h/ml among the 152 patients,and the patients with AUC0～24 h ranging between 50 and 100 μg·h/ml accounted for 53.95％(82/152).Although the median AUC0～24h of polymyxin B of all the three groups ranged between 50 and 100)μg·h/ml,there were significant differences in Cmin,C1/2t,Cmax and AUC0～24h among the three groups(P＜0.05).In addition,there were significant differences in the AUC0～24h of polymyxin B less than 50 μg·h/ml,ranging between 50 and 100 μg·h/ml and more than 100 μg·h/ml among the three groups of patients(x2=21.632,P＜0.001).CONCLUSION Therapeutic drug monitoring(TDM)is nec-essary for the patients with severe infection who receive the polymyxin B for treatment,especially for the patients with Ccr ≤30 to＜60 ml/min and Ccr ≥130 ml/min.

Objective:To compare the clinical efficacy of direct versus double-balloon occlusion in endoscopic ultrasound-guided gastroenterostomy (EUS-GE) for benign and malignant gastric outlet obstruction (GOO).Methods:Clinical data of patients with GOO who underwent EUS-GE at Nanjing Drum Tower Hospital between April 2017 and July 2024 were analyzed in a retrospectively cohort study. The patients were divided into the direct technique group ( n=36) and the double-balloon occlusion technique group ( n=105). The technical success rate, clinical success rate, procedure time, postoperative stay, stent replacement rate, and incidence of adverse events were compared between the two groups. Results:The technical success rates of the two groups were comparable, 97.2% (35/36) and 94.3% (99/105) ( χ2=0.065, P=0.798), so were the clinical success rates, 94.4% (34/36) and 86.7% (91/105) ( χ2=0.932, P=0.334). However, the direct technique group demonstrated significantly shorter procedure time and postoperative stay compared to the double-balloon occlusion group [33.4 (23.2, 42.3) min VS 43.4 (31.7, 63.1) min, Z=-3.057, P=0.002; 4.0 (3.00, 5.75) days VS 6.0 (5.00, 9.00) days, Z=-4.031, P<0.001]. Adverse event rates [11.1% (4/36) VS 11.4% (12/105), χ2<0.001, P=1.000] and stent replacement rates [5.6% (2/36) VS 9.5% (10/105), χ2=0.152, P=0.696] showed no significant differences. Conclusion:Both EUS-GE techniques achieve comparable efficacy and safety for GOO. However, the direct technique showed significant advantages over the double-balloon occlusion technique in terms of shorter procedure time and reduced postoperative hospital stay.

The study was a prospective observational study. A total of 24 patients who underwent maintenance hemodialysis (MHD) at Haidian Hospital in Beijing from May 2024 to June 2024 were included as the study subjects. The safety and efficacy of a new single-needle dialysis in MHD patients were evaluated. The reasons for using single-needle dialysis included waiting for the maturity of internal fistula(7 cases, 29.17%), autogenous arteriovenous fistula thrombosis occurred (6 cases, 25.00%), puncture difficulty occurred (7 cases, 29.17%), and pain sensitivity or elderly (4 cases, 16.67%). The results showed that the average blood flow was (155.65±5.90) ml/min, total blood volume was (35.92±2.65) L during single-needle dialysis. One patient had slight puncture leakage, and the puncture success rate was 95.83%. Relevant indicators of dialysis adequacy showed that the average urea clearance (Kt/V) was 0.90±0.42, urea reduction ratio was 58.31%±7.93%, and online real-time Kt/V monitoring average value was 0.98±0.55. The results suggest that the application of the new improved single-needle dialysis mode in MHD patients is safe and effective.

The study was a prospective observational study. A total of 24 patients who underwent maintenance hemodialysis (MHD) at Haidian Hospital in Beijing from May 2024 to June 2024 were included as the study subjects. The safety and efficacy of a new single-needle dialysis in MHD patients were evaluated. The reasons for using single-needle dialysis included waiting for the maturity of internal fistula(7 cases, 29.17%), autogenous arteriovenous fistula thrombosis occurred (6 cases, 25.00%), puncture difficulty occurred (7 cases, 29.17%), and pain sensitivity or elderly (4 cases, 16.67%). The results showed that the average blood flow was (155.65±5.90) ml/min, total blood volume was (35.92±2.65) L during single-needle dialysis. One patient had slight puncture leakage, and the puncture success rate was 95.83%. Relevant indicators of dialysis adequacy showed that the average urea clearance (Kt/V) was 0.90±0.42, urea reduction ratio was 58.31%±7.93%, and online real-time Kt/V monitoring average value was 0.98±0.55. The results suggest that the application of the new improved single-needle dialysis mode in MHD patients is safe and effective.

OBJECTIVE To analyze the clinical characteristics of the patients with severe infections who were treated with polymyxin B and compare the plasma concentration of polymyxin B among the patients with severe infections with different creatinine clearance rates(Ccr).METHODS The clinical data were collected from 152 patients with severe infections who were treated with intravenous polymyxin B in intensive care unit(ICU)of Zhongda Hospital Affiliated to Southeast University from Jan.2021 to Mar.2023.The trough concentration(Cmin),median concen-tration(C1/2t)and peak concentration(Cmax)of polymyxin B were determined after 5 doses were completed.Based of the area under the curve(AUC)of drug concentration of polymyxin B(AUC0～24h)combined with the Ccr level[the ≤30 to＜60 ml/min group(n=40),the 60 to＜130ml/min group(n=79),and the ≥ 130ml/min group(n=33)],the AUC0～24h of polymyxin B were calculated,and the influence of Ccr on the plasma concentration was observed.RESULTS Among the 152 patients with severe infections,118 were male,and 34 were female,with the age ranging between 20 and 90 years old;the patients with high blood pressure accounted for 14.47％(22/152),the patients with diabetes mellitus 7.24％(11/152).Polymyxin B is primarily used in clinical settings for the treatment of pulmonary infections and bloodstream infections caused by carbapenem-resistant Acinetobacter baumannii and Klebsiella pneumoniae.The median initial dose and the median maintenance dose were 1.35(1.00,1.67)mg/kg q12 h and 1.07(0.83,1.25)mg/kg q12 h,respectively.The median AUC0～24h of polymyxin B was 76.57(54.65,106.47)μg·h/ml among the 152 patients,and the patients with AUC0～24 h ranging between 50 and 100 μg·h/ml accounted for 53.95％(82/152).Although the median AUC0～24h of polymyxin B of all the three groups ranged between 50 and 100)μg·h/ml,there were significant differences in Cmin,C1/2t,Cmax and AUC0～24h among the three groups(P＜0.05).In addition,there were significant differences in the AUC0～24h of polymyxin B less than 50 μg·h/ml,ranging between 50 and 100 μg·h/ml and more than 100 μg·h/ml among the three groups of patients(x2=21.632,P＜0.001).CONCLUSION Therapeutic drug monitoring(TDM)is nec-essary for the patients with severe infection who receive the polymyxin B for treatment,especially for the patients with Ccr ≤30 to＜60 ml/min and Ccr ≥130 ml/min.

Objective:To compare the clinical efficacy of direct versus double-balloon occlusion in endoscopic ultrasound-guided gastroenterostomy (EUS-GE) for benign and malignant gastric outlet obstruction (GOO).Methods:Clinical data of patients with GOO who underwent EUS-GE at Nanjing Drum Tower Hospital between April 2017 and July 2024 were analyzed in a retrospectively cohort study. The patients were divided into the direct technique group ( n=36) and the double-balloon occlusion technique group ( n=105). The technical success rate, clinical success rate, procedure time, postoperative stay, stent replacement rate, and incidence of adverse events were compared between the two groups. Results:The technical success rates of the two groups were comparable, 97.2% (35/36) and 94.3% (99/105) ( χ2=0.065, P=0.798), so were the clinical success rates, 94.4% (34/36) and 86.7% (91/105) ( χ2=0.932, P=0.334). However, the direct technique group demonstrated significantly shorter procedure time and postoperative stay compared to the double-balloon occlusion group [33.4 (23.2, 42.3) min VS 43.4 (31.7, 63.1) min, Z=-3.057, P=0.002; 4.0 (3.00, 5.75) days VS 6.0 (5.00, 9.00) days, Z=-4.031, P<0.001]. Adverse event rates [11.1% (4/36) VS 11.4% (12/105), χ2<0.001, P=1.000] and stent replacement rates [5.6% (2/36) VS 9.5% (10/105), χ2=0.152, P=0.696] showed no significant differences. Conclusion:Both EUS-GE techniques achieve comparable efficacy and safety for GOO. However, the direct technique showed significant advantages over the double-balloon occlusion technique in terms of shorter procedure time and reduced postoperative hospital stay.

Objectives:To develop a novel prediction model for mitral valve repair failure based on machine learning algorithms.Methods:Clinical and echocardiographic data were analyzed on patients,who underwent mitral valve repair in Fuwai Hospital from 2009 January 1st to 2022 December 31st.End points included immediate mitral valve repair failure (mitral replacement secondary to mitral repair failure) and recurrence regurgitation (moderate or severe mitral regurgitation before discharge).Risk factors of mitral valve repair failure were analyzed by XGBoost and shapley additive explanation (SHAP),and a machine learning model was established based on mixture of experts (MoE) as a risk prediction model and compared with conventional mitral valve repair complexity scores.Results:A total of 2314 patients were included in this study.Mitral repair was unsuccessful in 4.2％ (98 of 2314) of patients.Patient factors such as tricuspid regurgitation pressure gradient,A3 and A3P3 lesions,left ventricular end-systolic volume,and left atrium anterior and posterior diameter are associated with mitral valve repair failure;in addition,surgeon factors,such as cumulative repair failure rate,cumulative repair volume,and surgeon seniority,are also risk factors for mitral valve repair failure.The MoE model has an AUC value of 0.79,and the prediction performance is significantly better than traditional complexity scores.Conclusions:The MoE based machine learning model can predict the risk of mitral valve repair failure well.This evaluation system can effectively assist surgeons in assessing the risk of mitral valve repair failure and in selecting suitable treatment options for patients.

This paper briefly introduces the definition, classification and significance of effect modification in epidemiological studies, summarizes the difference between effect modifier and confounders, and analyze the influence as well as the role of effect modification in epidemiological studies and Meta-analysis. In this paper, the possible scenarios of effect modification and related analysis strategy in Meta-analysis are indicated by graphics, aiming to arouse researchers' attention to effect modification. This paper also demonstrates how to identify and deal with effect modification in Meta-analysis through a study case of "Efficacy of sodium-glucose cotransporter 2 inhibitors in patients with type 2 diabetes", and shows the analysis process and interpretation of results of subgroup analysis and Meta-regression methods respectively. The advantages and disadvantages of these two methods are summarized to provide reference for the method selection of future research.

This paper briefly introduces the characteristics, research significance, and global reporting status of effect modification in network Meta-analysis, demonstrates the heterogeneity caused by effect modification in network Meta-analysis, and emphasizes the importance of exploring effect modification in network Meta-analysis. This paper also summarizes the normalized description and analysis strategies of effect modification in network Meta-analysis. Finally, by the case of "comparison of efficacy of three new hypoglycemic drugs in reducing body weight in type 2 diabetes patients", this paper demonstrates the realization of subgroup analysis and network Meta-regression in exploring effect modification, summarizes the advantages and disadvantages of the two methods, to provide references for future researchers.

This paper briefly introduces the unique advantages, overall analysis ideas and existing analysis methods of individual patient data Meta-analysis in terms of effect modification. In addition to Meta-regression and subgroup analysis, this paper also introduces the analysis methods based on part of individual patient data integrated with aggregated data and summarizes the current reporting of the above mentioned methods. In addition, the application and results interpretation of the above mentioned methods in individual patient data Meta-analysis are presented in this paper by taking "Effects of sodium-glucose cotransporter 2 inhibitors on SBP in patients with type 2 diabetes" as an example and by introducing their advantages and limitations.