1.Preliminary application of sacral neuromodulation in patients with benign prostatic hyperplasia complicated with underactive bladder after transurethral resection of the prostate
Ning LIU ; Yan ZHANG ; Tao LI ; Qiang HU ; Kai LU ; Lei ZHANG ; Jianping WU ; Shuqiu CHEN ; Bin XU ; Ming CHEN
Journal of Modern Urology 2025;30(1):39-42
[Objective] To evaluate the efficacy and safety of sacral neuromodulation (SNM) in the treatment of patients with benign prostatic hyperplasia (BPH) complicated with underactive bladder (UAB) who respond poorly to transurethral resection of the prostate (TURP). [Methods] A retrospective analysis was performed on 10 patients with BPH and UAB treated with TURP by the same surgeon in Zhongda Hospital Southeast University during Jan.2018 and Jan.2023.The residual urine volume was not significantly relieved after operation, and the maximum urine flow rate and urine volume per discharge were not significantly improved.All patients underwent phase I SNM, and urinary diaries were recorded before and after surgery to observe the average daily frequency of urination, volume per urination, maximum urine flow rate, and residual urine volume. [Results] The operation time was (97.6±11.2) min.During the postoperative test of 2-4 weeks, if the residual urine volume reduction by more than 50% was deemed as effective, SNM was effective in 6 patients (60.0%). Compared with preoperative results, the daily frequency of urination [(20.2±3.8) times vs. (13.2±3.2) times], volume per urination [(119.2±56.7) mL vs. (246.5±59.2) mL], maximum urine flow rate [(8.7±1.5) mL/s vs. (16.5±2.6) mL/s], and residual urine volume [(222.5±55.0) mL vs. (80.8±16.0) mL] were significantly improved, with statistical significance (P<0.05). There were no complications such as bleeding, infection, fever or pain.The 6 patients who had effective outcomes successfully completed phase II surgery, and the fistula was removed.During the follow-up of 1 year, the curative effect was stable, and there were no complications such as electrode displacement, incision infection, or pain in the irritation sites.The residual urine volume of the other 4 unsuccessful patients did not improve significantly, and the electrodes were removed and the vesicostomy tube was retained. [Conclusion] SNM is safe and effective in the treatment of BPH with UAB patients with poor curative effects after TURP.
2.Research Progress on Animal Models for Hernia Diseases and New Hernia Repair Materials
Bin FEI ; Wenke GUO ; Jianping GUO
Laboratory Animal and Comparative Medicine 2025;45(1):55-66
Hernia is a common and frequently occurring condition in general surgery, referring to the displacement of an organ or part of an organ from its normal anatomical position through a congenital or acquired weak point, defect, or space into another area. Its pathogenesis is complex, involving multiple factors such as abdominal wall weakness or increased intra-abdominal pressure. The clinical manifestations of hernia vary depending on its type, location, and severity. As the aging of the population continues to advance, the incidence of hernia has been increasing annually. Animal models serve as an important tool in hernia research. They enable the evaluation of the safety and efficacy of new repair materials and techniques, as well as assisting clinicians in developing new surgical methods and investigating the mechanisms and novel therapies for certain hernia diseases and their complications. Given the significant differences in the pathophysiological mechanisms of different types of hernia diseases, the methods and evaluation criteria for establishing animal models are highly diverse. Furthermore, the methods for establishing animal models are closely related to experimental objectives, and different experimental goals require different animal models. Therefore, selecting appropriate animal models based on experimental objectives is crucial for ensuring the smooth progress of research and obtaining reliable results. To this end, this review summarizes effective methods for establishing animal models for external abdominal hernias (including incisional hernia, inguinal hernia, umbilical hernia, parastomal hernia, incarcerated hernia, and pelvic floor hernia), congenital diaphragmatic hernia, hiatal hernia, and cerebral hernia. It provides a detailed analysis of the advantages, disadvantages, and evaluation criteria of these models. Additionally, this review summarizes recent preclinical applications of new hernia repair materials, aiming to provide references for animal experimental research in the field of hernia studies.
3.Efficacy and safety of robot-assisted modified Y-shaped ileal orthotopic neobladder reconstruction
Tonglei ZHAO ; Weipu MAO ; Yiduo WANG ; Bin XU ; Shuqiu CHEN ; Weidong ZHU ; Ming CHEN ; Jianping WU
Journal of Modern Urology 2025;30(2):137-142
Objective: To investigate the efficacy and safety of robot-assisted modified Y-shaped ileal orthotopic neobladder reconstruction,so as to provide reference for clinical practice. Methods: The clinical data of 44 patients who underwent robot-assisted laparoscopic radical cystectomy,lymph node dissection,and modified Y-shaped ileal orthotopic neobladder reconstruction during Feb.2020 and Aug.2022 were retrospectively analyzed.The surgical position,Trocar position,and key surgical steps were reported.The perioperative conditions,postoperative complications,neobladder volume,maximum urinary flow rate,postvoid residual,renal function,and urinary control function were recorded. Results: All 44 surgeries were successfully completed,with operation time of (314.32±51.02) min,modified Y-shaped ileal orthotopic neobladder reconstruction time of (103.52±9.56) min,and bleeding volume of (128.18±57.27) mL.The postoperative time for fluid intake was (4.16±0.86) days,catheter indwelling time was (14.02±3.20) days,and patients were discharged 1 to 2 days after catheter removal.Clavien-Dindo grade Ⅱ and Ⅲ complications occurred in 15 and 2 patients,respectively.During the follow-up of (20.77±5.90) months,dysuria occurred in 1 case,urethral calculi in 2 cases,and incomplete bowel obstruction in 2 cases. The postoperative neobladder capacity was (195.75±15.51) mL,maximal urinary flow rate (20.30±2.05) mL/s,postvoid residual (19.86±13.80) mL and serum creatinine (81.98±25.97) μmol/L. The incidence of daytime and nocturnal urinary incontinence 3,6 and 12 months after operation were 20.45% and 29.55%,11.36% and 18.18%,and 4.55% and 9.09%,respectively. Conclusion: Robot-assisted modified Y-shaped ileal orthotopic neobladder reconstruction has favorable efficacy and safety,and low incidence of postoperative complications,which can be applied in clinical practice.
4.Progress in the application of external therapies in traditional Chinese medicine for the management of gouty arthritis
Geng LI ; Bin WU ; Jianping GAN
Chinese Journal of Primary Medicine and Pharmacy 2024;31(5):793-796
Gouty arthritis is a condition resulting from the dysregulation of purine metabolism in the human body. It is characterized by redness, swelling, recurrent episodes of hot pain, and joint stiffness. Currently, Western medicine primarily relies on uric acid-lowering, anti-inflammatory, and analgesic drugs, but these medications often have significant side effects. In contrast, external therapies in traditional Chinese medicine are considered simpler, safer, and less likely to produce adverse reactions, thus making them more appealing to patients. This article summarizes the various external treatment methods used in traditional Chinese medicine to alleviate the clinical symptoms of gouty arthritis, offering a novel approach for clinical management.
5.Expression of STEAP1 in bladder transitional cell carcinoma and its potential diagnostic value
Macao WAN ; Jie BAI ; Xianlong ZHAO ; Bin CHANG ; Jianping WANG ; Lichang YANG
International Journal of Laboratory Medicine 2024;45(3):272-276
Objective To investigate the expression and potential diagnostic value of six-transmembrane epithelial antigen of prostate 1(STEAP1)in bladder transitional cell carcinoma.Methods 52 patients with transitional cell carcinoma of the bladder who underwent surgical treatment at the 940th Hospital of Joint Lo-gistics Support Force of the Chinese People's Liberation Army from June 2021 to December 2022 were select-ed as the observation group.In addition,52 patients with benign tumors of the bladder who matched basic clin-ical data such as age,gender,and disease incidence were selected as the control group.The relative expression levels of STEAP1 and STEAP1 mRNA in bladder tumor tissues of patients in the two groups were deter-mined by enzyme-linked immunosorbent assay and real-time fluorescence quantitative PCR,and the relative expression levels of STEAP1 and STEAP1 mRNA in bladder tumor tissues of patients with different patho-logical parameters were compared.Spearman correlation analysis and binary Logistic regression analysis were used to screen the risk factors for the occurrence and clinical stage of bladder transitional cell carcinoma.Re-ceiver operating characteristic(ROC)curve and area under the curve(AUC)were used to evaluate the diagnos-tic and predictive value of each indicator for bladder transitional cell carcinoma.Results The relative expres-sion levels of STEAP1 and STEAP1 mRNA in bladder tumor tissues in observation group were significantly higher than those in control group,with statistical significance(P<0.05).The relative expression levels of STEAP1 and STEAP1 mRNA in bladder tumor tissues of patients with middle and advanced bladder transi-tional cell carcinoma were significantly higher than those of patients with early bladder transitional cell carci-noma,with statistical significance(P<0.05).Binary Logistic regression analysis showed that the relative ex-pression level of STEAP1 and STEAP1 mRNA in bladder tumor tissues of patients were independent risk fac-tors for the development of bladder transitional cell carcinoma and middle and advanced bladder transitional cell carcinoma(P<0.05).ROC curve analysis showed that the AUC of STEAP1 and STEAP1 mRNA inde-pendently predicting the occurrence of bladder transitional cell carcinoma was 0.841(95%CI:0.760-0.922,P<0.001)and 0.936(95%CI:0.893-0.980,P<0.001),respectively,both of which had high predictive ef-ficacy.Conclusion The relative expression levels of STEAP1 and STEAP1 mRNA in bladder tumor tissues of patients are positively correlated with the occurrence of bladder transitional cell carcinoma and the middle and advanced bladder transitional cell carcinoma,suggesting that STEAP1 can be used as a potential marker for di-agnosis and prediction of the occurrence and development of bladder transitional cell carcinoma.
6.Prognosis and influencing factors analysis of patients with initially resectable gastric cancer liver metastasis who were treated by different modalities: a nationwide, multicenter clinical study
Li LI ; Yunhe GAO ; Liang SHANG ; Zhaoqing TANG ; Kan XUE ; Jiang YU ; Yanrui LIANG ; Zirui HE ; Bin KE ; Hualong ZHENG ; Hua HUANG ; Jianping XIONG ; Zhongyuan HE ; Jiyang LI ; Tingting LU ; Qiying SONG ; Shihe LIU ; Hongqing XI ; Yun TANG ; Zhi QIAO ; Han LIANG ; Jiafu JI ; Lin CHEN
Chinese Journal of Digestive Surgery 2024;23(1):114-124
Objective:To investigate the prognosis of patients with initially resectable gastric cancer liver metastasis (GCLM) who were treated by different modalities, and analyze the influencing factors for prognosis of patients.Methods:The retrospective cohort study was conducted. The clinicopathological data of 327 patients with initially resectable GCLM who were included in the database of a nationwide multicenter retrospective cohort study on GCLM based on real-world data from January 2010 to December 2019 were collected. There were 267 males and 60 females, aged 61(54,68)years. According to the specific situations of patients, treatment modalities included radical surgery combined with systemic treatment, palliative surgery combined with systemic treatment, and systemic treatment alone. Observation indicators: (1) clinical characteristics of patients who were treated by different modalities; (2) prognostic outcomes of patients who were treated by different modalities; (3) analysis of influencing factors for prognosis of patients with initially resectable GCLM; (4) screening of potential beneficiaries in patients who were treated by radical surgery plus systemic treatment and patients who were treated by palliative surgery plus systemic treatment. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the independent sample t test. Measurement data with skewed distribution were represented as M( Q1, Q3), and comparison between groups was conducted using the rank sum test. Count data were described as absolute numbers or percentages, and comparison between groups was conducted using the chi-square test. The Kaplan-Meier method was used to calculate survival rate and draw survival curve, and Log-Rank test was used for survival analysis. Univariate and multivariate analyses were conducted using the COX proportional hazard regression model. The propensity score matching was employed by the 1:1 nearest neighbor matching method with a caliper value of 0.1. The forest plots were utilized to evaluate potential benefits of diverse surgical combined with systemic treatments within the population. Results:(1) Clinical characteristics of patients who were treated by different modalities. Of 327 patients, there were 118 cases undergoing radical surgery plus systemic treatment, 164 cases undergoing palliative surgery plus systemic treatment, and 45 cases undergoing systemic treatment alone. There were significant differences in smoking, drinking, site of primary gastric tumor, diameter of primary gastric tumor, site of liver metastasis, and metastatic interval among the three groups of patients ( P<0.05). (2) Prognostic outcomes of patients who were treated by different modalities. The median overall survival time of the 327 pati-ents was 19.9 months (95% confidence interval as 14.9-24.9 months), with 1-, 3-year overall survival rate of 61.3%, 32.7%, respectively. The 1-year overall survival rates of patients undergoing radical surgery plus systemic treatment, palliative surgery plus systemic treatment and systemic treatment alone were 68.3%, 63.1%, 30.6%, and the 3-year overall survival rates were 41.1%, 29.9%, 11.9%, showing a significant difference in overall survival rate among the three groups of patients ( χ2=19.46, P<0.05). Results of further analysis showed that there was a significant difference in overall survival rate between patients undergoing radical surgery plus systemic treatment and patients undergoing systemic treatment alone ( hazard ratio=0.40, 95% confidence interval as 0.26-0.61, P<0.05), between patients undergoing palliative surgery plus systemic treatment and patients under-going systemic treatment alone ( hazard ratio=0.47, 95% confidence interval as 0.32-0.71, P<0.05). (3) Analysis of influencing factors for prognosis of patients with initially resectable GCLM. Results of multivariate analysis showed that the larger primary gastric tumor, poorly differentiated tumor, larger liver metastasis, multiple hepatic metastases were independent risk factors for prognosis of patients with initially resectable GCLM ( hazard ratio=1.20, 1.70, 1.20, 2.06, 95% confidence interval as 1.14-1.27, 1.25-2.31, 1.04-1.42, 1.45-2.92, P<0.05) and immunotherapy or targeted therapy, the treatment modality of radical or palliative surgery plus systemic therapy were independent protective factors for prognosis of patients with initially resectable GCLM ( hazard ratio=0.60, 0.39, 0.46, 95% confidence interval as 0.42-0.87, 0.25-0.60, 0.30-0.70, P<0.05). (4) Screening of potentinal beneficiaries in patients who were treated by radical surgery plus systemic treatment and patients who were treated by palliative surgery plus systemic treatment. Results of forest plots analysis showed that for patients with high-moderate differentiated GCLM and patients with liver metastasis located in the left liver, the overall survival rate of patients undergoing radical surgery plus systemic treatment was better than patients undergoing palliative surgery plus systemic treatment ( hazard ratio=0.21, 0.42, 95% confidence interval as 0.09-0.48, 0.23-0.78, P<0.05). Conclusions:Compared to systemic therapy alone, both radical and palliative surgery plus systemic therapy can improve the pro-gnosis of patients with initially resectable GCLM. The larger primary gastric tumor, poorly differen-tiated tumor, larger liver metastasis, multiple hepatic metastases are independent risk factors for prognosis of patients with initial resectable GCLM and immunotherapy or targeted therapy, the treatment modality of radical or palliative surgery plus systemic therapy are independent protective factors for prognosis of patients with initially resectable GCLM.
7.Randomized Controlled Trial Design Based on Patient Cohorts: Methods and Applications of Trials Within Cohorts
Yuyi WANG ; Zeyang SHI ; Kecheng LI ; Zhijun BU ; Xuehui WANG ; Bin WANG ; Jianping LIU ; Zhaolan LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(5):96-102
Trials within cohorts (TwiCs) are design methods derived from randomized controlled trials (RCTS). They have been widely used in chronic disease areas such as tumors and cardiovascular diseases. The basis of the TwiCs design is a prospective cohort of specific diseases. When RCTS need to be implemented, some patients meeting the inclusion and exclusion criteria are randomly sampled from the cohort to receive "trial interventions", while the remaining patients in the cohort who meet the inclusion and exclusion criteria continue to receive conventional treatment as control groups. By comparing the efficacy differences between the intervention measures of the trial group and the control group, the efficacy of intervention measures was evaluated. Within the cohort, the same process could be repeated to carry out multiple RCTS, so as to evaluate different intervention measures or compare the efficacy of different doses or timing of interventions. Compared with classical RCTS, TwiCs make it easier to recruit patients from the cohort and have higher external validity, providing a new research paradigm for improving the efficiency and applicability of RCTS in clinical practice. However, TwiCs may also face the challenge of poor compliance of patients in the cohort. Researchers need to take effective measures to control these patients in the design and operation of TwiCs. This article focused on the methodological key points during the implementation of TwiCs, including multi-stage informed consent (patients are informed of consent at three stages: entering the cohort, entering the trial group, and after the trial), randomization procedures (only random sampling of patients from the cohort to receive "trial interventions"), sample size calculation, and statistical analysis methods. The article also compared the differences between TwiCs and traditional RCTS and illustrated TwiCs research design and analysis with examples, so as to provide new research ideas and methods for clinical researchers.
8.Comparison of the efficacy of different surgical strategies in the treatment of patients with initially resectable gastric cancer liver metastases
Li LI ; Yunhe GAO ; Lu ZANG ; Kan XUE ; Bin KE ; Liang SHANG ; Zhaoqing TANG ; Jiang YU ; Yanrui LIANG ; Zirui HE ; Hualong ZHENG ; Hua HUANG ; Jianping XIONG ; Zhongyuan HE ; Jiyang LI ; Tingting LU ; Qiying SONG ; Shihe LIU ; Yawen CHEN ; Yun TANG ; Han LIANG ; Zhi QIAO ; Lin CHEN
Chinese Journal of Surgery 2024;62(5):370-378
Objective:To examine the impact of varied surgical treatment strategies on the prognosis of patients with initial resectable gastric cancer liver metastases (IR-GCLM).Methods:This is a retrospective cohort study. Employing a retrospective cohort design, the study selected clinicopathological data from the national multi-center retrospective cohort study database, focusing on 282 patients with IR-GCLM who underwent surgical intervention between January 2010 and December 2019. There were 231 males and 51 males, aging ( M(IQR)) 61 (14) years (range: 27 to 80 years). These patients were stratified into radical and palliative treatment groups based on treatment decisions. Survival curves were generated using the Kaplan-Meier method and distinctions in survival rates were assessed using the Log-rank test. The Cox risk regression model evaluated HR for various factors, controlling for confounders through multivariate analysis to comprehensively evaluate the influence of surgery on the prognosis of IR-GCLM patients. A restricted cubic spline Cox proportional hazard model assessed and delineated intricate associations between measured variables and prognosis. At the same time, the X-tile served as an auxiliary tool to identify critical thresholds in the survival analysis for IR-GCLM patients. Subgroup analysis was then conducted to identify potential beneficiary populations in different surgical treatments. Results:(1) The radical group comprised 118 patients, all undergoing R0 resection or local physical therapy of primary and metastatic lesions. The palliative group comprised 164 patients, with 52 cases undergoing palliative resections for gastric primary tumors and liver metastases, 56 cases undergoing radical resections for gastric primary tumors only, 45 cases undergoing palliative resections for gastric primary tumors, and 11 cases receiving palliative treatments for liver metastases. A statistically significant distinction was observed between the groups regarding the site and the number of liver metastases (both P<0.05). (2) The median overall survival (OS) of the 282 patients was 22.7 months (95% CI: 17.8 to 27.6 months), with 1-year and 3-year OS rates were 65.4% and 35.6%, respectively. The 1-year OS rates for patients in the radical surgical group and palliative surgical group were 68.3% and 63.1%, while the corresponding 3-year OS rates were 42.2% and 29.9%, respectively. A comparison of OS between the two groups showed no statistically significant difference ( P=0.254). Further analysis indicated that patients undergoing palliative gastric cancer resection alone had a significantly worse prognosis compared to other surgical options ( HR=1.98, 95% CI: 1.21 to 3.24, P=0.006). (3) The size of the primary gastric tumor significantly influenced the patients′ prognosis ( HR=2.01, 95% CI: 1.45 to 2.79, P<0.01), with HR showing a progressively increasing trend as tumor size increased. (4) Subgroup analysis indicates that radical treatment may be more effective compared to palliative treatment in the following specific cases: well/moderately differentiated tumors ( HR=2.84, 95% CI 1.49 to 5.41, P=0.001), and patients with liver metastases located in the left lobe of the liver ( HR=2.06, 95% CI 1.19 to 3.57, P=0.010). Conclusions:In patients with IR-GCLM, radical surgery did not produce a significant improvement in the overall prognosis compared to palliative surgery. However, within specific patient subgroups (well/moderately differentiated tumors, and patients with liver metastases located in the left lobe of the liver), radical treatment can significantly improve prognosis compared to palliative approaches.
9.Comparison of the efficacy of different surgical strategies in the treatment of patients with initially resectable gastric cancer liver metastases
Li LI ; Yunhe GAO ; Lu ZANG ; Kan XUE ; Bin KE ; Liang SHANG ; Zhaoqing TANG ; Jiang YU ; Yanrui LIANG ; Zirui HE ; Hualong ZHENG ; Hua HUANG ; Jianping XIONG ; Zhongyuan HE ; Jiyang LI ; Tingting LU ; Qiying SONG ; Shihe LIU ; Yawen CHEN ; Yun TANG ; Han LIANG ; Zhi QIAO ; Lin CHEN
Chinese Journal of Surgery 2024;62(5):370-378
Objective:To examine the impact of varied surgical treatment strategies on the prognosis of patients with initial resectable gastric cancer liver metastases (IR-GCLM).Methods:This is a retrospective cohort study. Employing a retrospective cohort design, the study selected clinicopathological data from the national multi-center retrospective cohort study database, focusing on 282 patients with IR-GCLM who underwent surgical intervention between January 2010 and December 2019. There were 231 males and 51 males, aging ( M(IQR)) 61 (14) years (range: 27 to 80 years). These patients were stratified into radical and palliative treatment groups based on treatment decisions. Survival curves were generated using the Kaplan-Meier method and distinctions in survival rates were assessed using the Log-rank test. The Cox risk regression model evaluated HR for various factors, controlling for confounders through multivariate analysis to comprehensively evaluate the influence of surgery on the prognosis of IR-GCLM patients. A restricted cubic spline Cox proportional hazard model assessed and delineated intricate associations between measured variables and prognosis. At the same time, the X-tile served as an auxiliary tool to identify critical thresholds in the survival analysis for IR-GCLM patients. Subgroup analysis was then conducted to identify potential beneficiary populations in different surgical treatments. Results:(1) The radical group comprised 118 patients, all undergoing R0 resection or local physical therapy of primary and metastatic lesions. The palliative group comprised 164 patients, with 52 cases undergoing palliative resections for gastric primary tumors and liver metastases, 56 cases undergoing radical resections for gastric primary tumors only, 45 cases undergoing palliative resections for gastric primary tumors, and 11 cases receiving palliative treatments for liver metastases. A statistically significant distinction was observed between the groups regarding the site and the number of liver metastases (both P<0.05). (2) The median overall survival (OS) of the 282 patients was 22.7 months (95% CI: 17.8 to 27.6 months), with 1-year and 3-year OS rates were 65.4% and 35.6%, respectively. The 1-year OS rates for patients in the radical surgical group and palliative surgical group were 68.3% and 63.1%, while the corresponding 3-year OS rates were 42.2% and 29.9%, respectively. A comparison of OS between the two groups showed no statistically significant difference ( P=0.254). Further analysis indicated that patients undergoing palliative gastric cancer resection alone had a significantly worse prognosis compared to other surgical options ( HR=1.98, 95% CI: 1.21 to 3.24, P=0.006). (3) The size of the primary gastric tumor significantly influenced the patients′ prognosis ( HR=2.01, 95% CI: 1.45 to 2.79, P<0.01), with HR showing a progressively increasing trend as tumor size increased. (4) Subgroup analysis indicates that radical treatment may be more effective compared to palliative treatment in the following specific cases: well/moderately differentiated tumors ( HR=2.84, 95% CI 1.49 to 5.41, P=0.001), and patients with liver metastases located in the left lobe of the liver ( HR=2.06, 95% CI 1.19 to 3.57, P=0.010). Conclusions:In patients with IR-GCLM, radical surgery did not produce a significant improvement in the overall prognosis compared to palliative surgery. However, within specific patient subgroups (well/moderately differentiated tumors, and patients with liver metastases located in the left lobe of the liver), radical treatment can significantly improve prognosis compared to palliative approaches.
10.Prediction of the risks of mechanical ventilation within 48 hours among sepsis patients with acute kidney injury
Yuesheng WANG ; Xiaosha ZHOU ; Jianping CHEN ; Bin WANG
Chinese Journal of Emergency Medicine 2024;33(4):549-557
Objective:Early identification of the sepsis patients accompanied by acute kidney injury (AKI) who were at high risk of invasive mechanical ventilation within 48 hours would help to improve the prognosis.Methods:The clinical information was collected from the sepsis patients with AKI who were admitted at Dongyang People’s Hospital from January 2011 to Octber 2023. The enrolled cases were divided into training set and validation set. The independent risk factors related to invasive mechanical ventilation within 48 hours were obtained by univariable analysis and multivariable logistic regression analysis in the training set, and then a nomogram model was established. The model was evaluated for its discrimination power by the area under the receiver operating characteristic curve (AUC), calibration degree by GiViTI calibration graph and clinical benefit by decision curve analysis both in the training set and validation set. Also, two models (based on SOFA score and NEWs score, respectively) in two patient sets and four models based on machine learning methods (SVM, C5.0, XGBoos and integration method) in validation set were established and compared to logistic model for AUCs by Delong test.Results:A total of 773 cases were finally enrolled in this study. The risk factors for invasive mechanical ventilation within 48 hours were lactate, pro-bnp, D-dimer, saturation of peripheral oxygen and lung infection. The AUC of logistic nomogram model was 0.845 in the training set. In the validation set, the AUC was 0.880, also with good calibration degree and clinical benefit. The AUCs of the models in the training and validation sets based on SOFA score were 0.703 and 0.763, respectively, significantly lower than the logistic model ( P less than 0.05). In addition, the AUCs of the models based on the NEWs score were significantly lower both in the training set (AUC of 0.665, P <0.001) and validation set (AUC of 0.718, P=0.002) than the logistic model. Finally, the AUCs of the models were 0.780 for SVM method, 0.835 for C5.0, 0.798 for XGBoost and 0.813 for integration method, comparable to logistic model ( P > 0.05). Conclusions:The logistic prediction model based on lactate, pro-bnp, D-dimer, saturation of peripheral oxygen and lung infection can efficiently predict the risk for invasive mechanical ventilation within 48 hours among the sepsis patients with AKI.

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