1.Effect of transurethral low power green laser vapor-resection-enucleation after transrectal prostate biopsy
Zeyu LI ; Yan HE ; Pei LIU ; Weihang SONG ; Quanfeng YU ; Chunlei WU
International Journal of Biomedical Engineering 2022;45(6):537-540
Objective:To investigate the effectiveness and safety of transurethral low power green laser enucleation of prostate (VREP) after transrectal prostate puncture.Methods:The clinical data of 96 patients with VERP in the First Affiliated Hospital of Xinxiang Medical College from October 2020 to October 2021 were retrospectively analyzed. They were randomly divided into the control group ( n=41) and the observation group ( n=55). The control group did not undergo prostate biopsy before operation, and the observation group underwent transrectal prostate biopsy within 1 week before operation. The general data, perioperative indexes, maximum urinary flow rate ( Qmax), international prostate symptom score (IPSS), quality of life score (QOL) and complications of the two groups were compared before and 3, 6 and 12 months after surgery. Results:Preoperatively, the PSA was higher in the observation group compared with the control group ( P<0.05), and the differences in other general information were not statistically significant (all P>0.05). Compared with the control group, the observation group had longer operation times and heavier resected specimens, and the differences were statistically significant (all P<0.05), but there were no statistically significant differences between the two groups in the comparison of enucleation efficiency, crushing efficiency, postoperative hemoglobin (HGB) decline value, postoperative hospitalization time, and postoperative ureter removal time (all P>0.05). At 3, 6 and 12 months postoperatively, Qmax, IPSS and QOL were significantly improved in the observation group compared with the control group (all P<0.05). However, there was no statistically significant difference between the two groups in the comparison of the above-mentioned indexes in the same period after surgery (all P>0.05). There was no statistically significant difference in the complication rate comparison between the two groups ( P>0.05). Conclusions:Transurethral low-power green laser prostate enucleation after transrectal prostate puncture is efficacious and has a certain degree of safety.
2.Establishment and validation of Bayesian network model: for predicting the risk of severe bleeding after microchannel percutaneous nephrolithotripsy in the treatment of staghorn renal calculi
Weihang SONG ; Zeyu LI ; Chunfeng ZHANG ; Chunlei WU
Journal of Modern Urology 2024;29(4):327-333
【Objective】 To explore the risk factors of severe postoperative hemorrhage in patients with staghorn renal calculi treated with mini-percutaneous nephrolithotomy (M-PCNL), and to construct a Bayesian network model to predict postoperative hemorrhage. 【Methods】 A retrospective analysis was conducted on 160 patients with staghorn renal calculi who were treated with M-PCNL by surgeons with equivalent qualifications at the First Affiliated Hospital of Xinxiang Medical College during Jan. 2020 and Jan. 2022.A computer-generated random number method was used to divide them into a modeling group (120 cases) and a validation group (40 cases).Patients in the modeling group were divided into severe bleeding group (38 cases) and non-severe bleeding group (82 cases).The general information of the two groups was compared, and the independent risk factors of severe postoperative hemorrhage were analyzed.A Bayesian network model was constructed using R software, the inference prediction was conducted using Netica software, and the performance of the model was evaluated with receiver operating characteristic (ROC) curve. 【Results】 Multivariate logistic regression analysis showed that renal insufficiency (OR: 2.845, 95%CI: 1.563-6.515), mixmum diameter of stones ≥2 cm (OR: 2.063, 95%CI: 1.824-4.555), operation time ≥90 minutes (OR: 3.632, 95%CI: 2.365-7.11), one-stage operation (OR: 2.321, 95%CI: 1.874-6.332), and multi-channel stone removal (OR: 1.842, 95%CI: 1.366-3.687) were independent risk factors of postoperative severe hemorrhage (P<0.05).Based on the above parameters, a Bayesian network model was established, which was then evaluated with the modeling and validation groups internally and externally.The AUC of the modeling group was 0.879 (95%CI: 0.804-0.931, P<0.001), with sensitivity and specificity being 87.68% and 89.63%, respectively.The AUC of the validation group was 0.875(95%CI: 0.818-0.908, P<0.001), with sensitivity and specificity being 87.55% and 89.40%, respectively.The model showed good discrimination. 【Conclusion】 Renal dysfunction, mixmum diameter of stones ≥2 cm, operation time ≥90 minutes, one-stage operation, and multi-channel stone removal are risk factors of severe hemorrhage in patients after M-PCNL.The prediction model has good predictive ability and can effectively describe the complex mechanism between diseases and risk factors.