1.Construction of risk prediction models of hypothermia after transurethral holmium laser enucleation of the prostate based on three machine learning algorithms.
Jun JIANG ; Shuo FENG ; Yingui SUN ; Yan AN
Journal of Southern Medical University 2025;45(9):2019-2025
OBJECTIVES:
To develop risk prediction models for postoperative hypothermia after transurethral holmium laser enucleation of the prostate (HoLEP) using machine learning algorithms.
METHODS:
We retrospectively analyzed the clinical data of 403 patients from our center (283 patients in the training set and 120in the internal validation set) and 120 patients from Weifang People's Hospital (as the external validation set). The risk prediction models were built using logistic regression, decision tree and support vector machine (SVM), and model performance was evaluated in terms of accuracy, recall, precision, F1 score and AUC.
RESULTS:
Operation duration, prostate weight, intraoperative irrigation volume, and being underweight were identified as the predictors of postoperative hypothermia following HoLEP. Among the 3 algorithms, SVM showed the best precision rate and accuracy in all the 3 data sets and the best area under the ROC (AUC) in the training set and validation set, followed by logistic regression, which had a similar AUC in the two data sets. SVM outperformed logistic regression and decision tree models in the validation set in precision, accuracy, recall, F1 score, and AUC, and performed well in the external validation set with better precision rate and accuracy than logistic regression and decision tree models but slightly lower recall rate, F1 index, and AUC value than the decision tree model. SVM outperformed logistic regression and decision tree models in precision, accuracy, F1 score, and AUC in the training set, but had slightly lower recall rate than the decision tree.
CONCLUSIONS
Among the 3 models, SVM has the best performance and generalizability for predicting post-HoLEP hypothermia risk to provide support for clinical decisions.
Humans
;
Male
;
Retrospective Studies
;
Machine Learning
;
Transurethral Resection of Prostate/adverse effects*
;
Hypothermia/etiology*
;
Prostatic Hyperplasia/surgery*
;
Algorithms
;
Lasers, Solid-State
;
Risk Assessment
;
Postoperative Complications
;
Decision Trees
;
Logistic Models
;
Aged
;
Middle Aged
;
Support Vector Machine
2.Holmium laser ω-shaped pre-transection of prostate apex with preservation of the bladder neck improves urinary continence and sexual function in BPH patients after HoLEP.
Bin-Bin ZHANG ; Ling-Ling DU ; Jun-Qi JIA ; Wen-Shuai YAN ; Ji-Xue GAO ; Feng WANG ; Ya-Yong QIANG
National Journal of Andrology 2024;30(12):1091-1097
OBJECTIVE:
To investigate the effect of holmium laser ω-shaped pre-transection of the prostate apex (PTPA) with preservation of the bladder neck on the urinary continence and sexual function of the patients with BPH after transurethral holmium laser enucleation of the prostate (HoLEP).
METHODS:
This retrospective study included 165 cases of BPH undergoing holmium laser ω-shaped PTPA with preservation of the bladder neck following HoLEP from January 2018 to January 2023. We recorded and compared the baseline, perioperative and 12-month follow-up data on the patients, and evaluated their urination function using IPSS, maximum urinary flow rate (Qmax), postvoid residual urine volume (PVR), and quality of life (QOL) scores. For those who had had sexual activity and normal ejaculation before surgery, we further assessed their erectile and ejaculatory functions postoperatively.
RESULTS:
The mean surgical time was (70.35±12.27) min, the intraoperative blood loss (60.12±19.54) ml, and the weight of the excised gland (56.37±13.71) g. The hospital stay and postoperative catheter-indwelling time averaged (5.13±2.34) and (3.21±1.37) d, respectively. Significant improvements were observed in IPSS, QOL, PVR and Qmax at 3, 6 and 12 months after surgery compared with the baseline (P<0.05), which all remained stable throughout the follow-up period. At 3 months after surgery, stress urinary incontinence was found in 10.91% of the patients, and all but 1 case (0.6%) recovered within 12 months. There were no significant changes in the IIEF-5 and Erectile Hardness Scale (EHS) scores postoperatively (P>0.05). Retrograde ejaculation occurred in 19 (11.52%) of the patients, but none experienced painful ejaculation after surgery.
CONCLUSION
Holmium laser ω-shaped PTPA with preservation of the bladder neck is safe and effective for the treatment of BPH, which can effectively improve the urinary continence and protect the sexual function of the patient.
Humans
;
Male
;
Prostatic Hyperplasia/surgery*
;
Lasers, Solid-State/therapeutic use*
;
Retrospective Studies
;
Quality of Life
;
Urinary Bladder
;
Urinary Incontinence
;
Transurethral Resection of Prostate/methods*
;
Prostate/surgery*
;
Ejaculation
;
Aged
;
Middle Aged
3.Risk factors for hypothermia after transurethral holmium laser enucleation of the prostate and development of a nomogram model.
Jun JIANG ; Shuo FENG ; Yingui SUN ; Yan AN
Journal of Central South University(Medical Sciences) 2024;49(11):1741-1750
OBJECTIVES:
Postoperative hypothermia is a common clinical complication with a high incidence rate, potentially adversely affecting postoperative recovery. Transurethral holmium laser enucleation of the prostate (HoLEP) is a minimally invasive procedure for benign prostatic hyperplasia (BPH). Offering advantages such as minimal bleeding, broad indications, and rapid postoperative recovery. However, research on risk factors for postoperative hypothermia following HoLEP remains limited, and predictive models for guiding clinical practice are lacking. This study aims to develop a predictive model for assessing the risk of postoperative hypothermia in HoLEP patients and to identify relevant risk factors.
METHODS:
Clinical data from patients who underwent HoLEP at affiliated Hospital of Shandong Second Medical University were retrospectively collected. Patients were categorized into a hypothermia group and a non-hypothermia group based on whether postoperative hypothermia occurred. Preoperative, intraoperative, and postoperative indicators were compared between the 2 groups. Least absolute shrinkage and selection operator (LASSO) regression combined with logistic regression analysis was used to analyze clinical data. A predictive model for assessing the risk of postoperative hypothermia after HoLEP was constructed and internally validated using bootstrap resampling.
RESULTS:
A total of 403 patients were included in the analysis, among whom 85 patients developed postoperative hypothermia, with an incidence rate of 21.1%. Logistic regression analysis identified operative duration (OR=1.009, 95% CI 1.003 to 1.015), underweight status (OR=9.881, 95% CI 4.038 to 24.910), and prostate weight (OR=1.021, 95% CI 1.012 to 1.030) as independent risk factors for postoperative hypothermia, and these variables were incorporated into the nomogram model. Internal validation showed strong discriminative ability of the nomogram, with an area under the receiver operating characteristic curve (AUC) of 0.755 (95% CI 0.686 to 0.820) and a C-index of 0.832 (95% CI 0.787 to 0.865). The calibration curve demonstrated good consistency between predicted and observed outcomes. Decision curve analysis showed that the nomogram provided greater clinical utility when the risk threshold for postoperative hypothermia was between 8% and 97%.
CONCLUSIONS
This study developed a nomogram model for predicting the risk of postoperative hypothermia in HoLEP patients, providing clinicians with a simple and effective predictive tool for individualized risk assessment and preoperative decision-making.
Humans
;
Male
;
Nomograms
;
Prostatic Hyperplasia/surgery*
;
Lasers, Solid-State/adverse effects*
;
Risk Factors
;
Retrospective Studies
;
Transurethral Resection of Prostate/methods*
;
Postoperative Complications/epidemiology*
;
Hypothermia/epidemiology*
;
Middle Aged
;
Aged
4.Efficacy of transurethral plasmakinetic resection of the prostate using a small-caliber resectoscope for benign prostatic hyperplasia with mild urethral stricture.
Zhiwei ZHU ; Zhibiao QING ; Junhuan HE ; Xuecheng WU ; Wuxiong YUAN ; Yixing DUAN ; Yuanwei LI ; Mingqiang ZENG
Journal of Central South University(Medical Sciences) 2024;49(11):1751-1756
OBJECTIVES:
The conventional Fr26 resectoscope is difficult to use in patients with benign prostatic hyperplasia (BPH) complicated by urethral stricture. This study aims to evaluate the safety and efficacy of transurethral plasmakinetic resection of the prostate (PKRP) using a small-caliber (Fr18.5) plasmakinetic resectoscope combined with urethral dilation in patients with BPH and mild urethral stricture.
METHODS:
A retrospective analysis was conducted on 37 patients with BPH and mild urethral stricture treated at the Department of Urology, Hunan Provincial People's Hospital from January 2023 to December 2023. All patients underwent PKRP with a small-caliber plasmakinetic resectoscope, followed by routine placement of a Fr20 three-way Foley catheter for continuous bladder irrigation. International Prostate Symptom Score (IPSS), maximum urinary flow rate (Qmax), post-voiding residual urine volume (PVR), and Quality of Life (QOL) scores were compared before and after surgery. Perioperative indicators (intraoperative bleeding, operative time, postoperative catheterization time, and postoperative hospital stay) and complications were recorded.
RESULTS:
The median age was 69 years, and the median duration of voiding difficulty was 36 months. Median total prostate specific antigen (T-PSA) was 2.095 ng/mL, free prostate specific antigen (F-PSA) 0.561 ng/mL, and F/T ratio 0.3. Median prostate diameter was 48 mm and volume 41 mL. All 37 surgeries were completed successfully: 11 had external meatal stricture, 19 had mild anterior urethral stricture, and 7 had mild posterior urethral stricture (1 patient with a 1 cm pseudo-blind tract near the membranous urethral). Operative time was (2.4±0.7) hours, blood loss was (40±29) mL, median catheterization duration was 7 days, and median hospital stay was 7 days. No cases of postoperative urinary incontinence, recurrent hematuria, or sepsis occurred, and patients were satisfied with the surgical outcome. At 3 to 6 months follow-up, IPSS, Qmax, PVR, and QOL scores significantly improved compared to preoperative levels (all P<0.01), with no cases of urethral stricture progression or new-onset stricture.
CONCLUSIONS
PKRP using a small-caliber plasmakinetic resectoscope is safe and effective for treating BPH with mild urethral stricture. It offers advantages such as minimal trauma, rapid postoperative recovery, and a lower risk recovery, and a lower risk of aggravating urethral injury.
Humans
;
Male
;
Prostatic Hyperplasia/complications*
;
Urethral Stricture/complications*
;
Retrospective Studies
;
Aged
;
Transurethral Resection of Prostate/instrumentation*
;
Middle Aged
;
Treatment Outcome
;
Quality of Life
;
Aged, 80 and over
5.Enhanced recovery after surgery in transurethral surgery for benign prostatic hyperplasia.
Jing ZHOU ; Zhu-Feng PENG ; Pan SONG ; Lu-Chen YANG ; Zheng-Huan LIU ; Shuai-Ke SHI ; Lin-Chun WANG ; Jun-Hao CHEN ; Liang-Ren LIU ; Qiang DONG
Asian Journal of Andrology 2023;25(3):356-360
Enhanced recovery after surgery (ERAS) measures have not been systematically applied in transurethral surgery for benign prostatic hyperplasia (BPH). This study was performed on patients with BPH who required surgical intervention. From July 2019 to June 2020, the ERAS program was applied to 248 patients, and the conventional program was applied to 238 patients. After 1 year of follow-up, the differences between the ERAS group and the conventional group were evaluated. The ERAS group had a shorter time of urinary catheterization compared with the conventional group (mean ± standard deviation [s.d.]: 1.0 ± 0.4 days vs 2.7 ± 0.8 days, P < 0.01), and the pain (mean ± s.d.) was significantly reduced through postoperative hospitalization days (PODs) 0-2 (POD 0: 1.7 ± 0.8 vs 2.4 ± 1.0, P < 0.01; POD 1: 1.6 ± 0.9 vs 3.5 ± 1.3, P < 0.01; POD 2: 1.2 ± 0.7 vs 3.0 ± 1.3, P < 0.01). No statistically significant difference was found in the rate of postoperative complications, such as postoperative bleeding (P = 0.79), urinary retention (P = 0.40), fever (P = 0.55), and readmission (P = 0.71). The hospitalization cost of the ERAS group was similar to that of the conventional group (mean ± s.d.: 16 927.8 ± 5808.1 Chinese Yuan [CNY] vs 17 044.1 ± 5830.7 CNY, P =0.85). The International Prostate Symptom Scores (IPSS) and quality of life (QoL) scores in the two groups were also similar when compared at 1 month, 3 months, 6 months, and 12 months after discharge. The ERAS program we conducted was safe, repeatable, and efficient. In conclusion, patients undergoing the ERAS program experienced less postoperative stress than those undergoing the conventional program.
Male
;
Humans
;
Prostatic Hyperplasia/complications*
;
Quality of Life
;
Transurethral Resection of Prostate/adverse effects*
;
Treatment Outcome
;
Enhanced Recovery After Surgery
6.Progressive pre-disconnection of urethral mucosal flap during transurethral plasmakinetic enucleation of prostate improves postoperative urinary continence.
Chunxiao CHEN ; Chunxiao LIU ; Peng XU ; Binshen CHEN ; Abai XU
Journal of Zhejiang University. Medical sciences 2023;52(2):156-161
OBJECTIVES:
To investigate the effect of progressive pre-disconnection of urethral mucosal flap during transurethral plasmakinetic enucleation of prostate (TUPEP) on early recovery of urinary continence.
METHODS:
Clinical data of patients with benign prostatic hyperplasia (BPH) admitted in Zhujiang Hospital of Southern Medical University during February and May 2022 were collected. All the patients underwent TUPEP, and the progressive pre-disconnection of urethral mucosal flap was performed in the procedure. The total operation time, enucleation time, postoperative bladder irrigation time and catheter indwelling time were recorded. Urinary continence was evaluated 24 h, 1 week, and 1, 3, 6 months after the removal of urinary catheter.
RESULTS:
All surgeries were successfully completed at one time with less intraoperative bleeding, and there were no complications such as rectal injury, bladder injury or perforation of prostate capsule. The total operation time was (62.2±6.5) min, the enucleation time was (42.8±5.2) min, the postoperative hemoglobin decrease by (9.5±4.5) g/L, the postoperative bladder irrigation time was (7.9±1.4) h, and the postoperative catheter indwelling time was 10.0 (9.2, 11.4) h. Only 2 patients (3.6%) had transient urinary incontinence within 24 h after catheter removal. No urinary incontinence occurred at 1 week, and 1, 3, 6 months after operation, and no safety pad was needed. The Qmax at 1 month after operation was 22.3 (20.6, 24.4) mL/s, international prostate symptom scores were 8.0 (7.0, 9.0), 5.0 (4.0, 6.0) and 4.0 (3.0, 4.0) at 1, 3 and 6 months after surgery, and quality of life scores at 1, 3 and 6 months after surgery were 3.0 (2.0, 3.0), 2.0 (1.0, 2.0) and 1.0 (1.0, 2.0), all of these indicators were better than those before surgery (all P<0.01).
CONCLUSIONS
In the treatment of BPH, the application of progressive pre-disconnection of urethral mucosal flap in TUPEP can completely remove the hyperplastic glands and promote early recovery of postoperative urinary continence with less perioperative bleeding and decreased surgical complications.
Male
;
Humans
;
Prostate
;
Prostatic Hyperplasia/surgery*
;
Transurethral Resection of Prostate/methods*
;
Quality of Life
;
Urinary Bladder
;
Urinary Incontinence/surgery*
;
Treatment Outcome
7.IgG4-related diseases of retroperitoneum in urinary and male reproductive system: a clinicopathological analysis of eleven cases.
Wen Jing SU ; Ning CHANG ; Hui Ying HE
Chinese Journal of Pathology 2022;51(10):970-975
Objective: To analyze the clinicopathological features of IgG4-related diseases (RD) of retroperitoneum and the urinary and male reproductive system (IgG4-RUMR). Methods: A total of 11 IgG4-RUMR cases from January 2013 to March 2021 were retrospectively collected at Peking University Third Hospital and Shandong Provincial Hospital affiliated to Shandong First Medical University. The clinicopathologic features, laboratory and imaging findings were analyzed and scored according to the 2019 ACR/EULAR classification criteria for IgG4-RD. Results: The 11 patients (male:female is 9∶2; mean age 59 years, range from 44 to 83 years) were initially admitted to the Deparment of Urology/Kidney Transplantation (10 cases) and the Department of Oncology (1 case). All patients had urogenital disorders or imaging abnormalities. Three of the 11 patients had a history of IgG4-RD such as lacrimal gland engorgement, salivary gland engorgement and IgG4-associated pancreatitis. Abnormal retroperitoneal soft tissue and hydronephrosis were found in eight cases, while epididymal and spermatic cord masses were found in one case, simple renal mass in one case, and"benign prostatic hyperplasia"in one case. In the 10 patients tested for serum IgG4, the serum IgG4 level was 0.8-14.4 g/L. Histologically, all cases showed significant lymphoplasmacytic infiltration and storiform fibrosis, and some were accompanied by obliterative phlebitis. The number of IgG4 positive plasma cells was 12-155 per high-power field, and the IgG4/IgG ratio was 15%-77%. According to the 2019 ACR/EULAR IgG4-RD classification standard 11 cases scored 20-48 points, all of which met the diagnostic criteria of IgG4-RUMR. Therapeutically, the patient with a simple renal mass underwent partial nephrectomy. The patient with prostate lesion underwent transurethral resection of prostate and was initially diagnosed as nonspecific chronic prostatitis. Later, the patient was admitted again because of salivary gland swelling, and the pathologic diagnosis was amended. The patient with epididymal and spermatic cord masses participated in a clinical trial about retroperitoneal fibrosis. The remaining eight patients received symptomatic treatment such as adhesiolysis and stent placement. All the patients were subsequently treated with glucocorticoid/immunosuppressant and symptoms relieved. Conclusions: IgG4-RUMR is uncommon. In clinical practice, information from clinical, serologic, radiologic and pathologic evaluations must be integrated. IgG4-RUMR should be considered in the differential diagnosis of urinary and male reproductive diseases. The 2019 ACR/EULAR classification criteria for IgG4-RD, while relatively complex, are objective and practical in the diagnosis of IgG4-RUMR.
Adult
;
Aged
;
Aged, 80 and over
;
Autoimmune Diseases/pathology*
;
Female
;
Glucocorticoids
;
Humans
;
Immunoglobulin G
;
Immunoglobulin G4-Related Disease/pathology*
;
Immunosuppressive Agents
;
Male
;
Middle Aged
;
Prostate/pathology*
;
Retrospective Studies
;
Transurethral Resection of Prostate
8.A novel mouse model simulating transurethral laser vaporization prostatectomy.
Heng ZHANG ; Ye TIAN ; Bing YANG ; Ling-Yue AN ; Shu-Jie XIA ; Guang-Heng LUO
Asian Journal of Andrology 2022;24(2):191-194
Benign prostatic hyperplasia (BPH) is a common disease in elderly men, and transurethral laser prostatectomy (TULP) has been widely used in the clinic to remove bladder outlet obstruction caused by BPH. Previous animal models for wound repair after prostatectomy have many limitations, and there have been no previous reports of a mouse model of TULP. Therefore, this study aimed to establish a novel mouse model of TULP. Twelve healthy adult Kunming (KM) mice received transurethral laser vaporization prostatectomy with a 200-μm thulium laser. The mice were sacrificed, and wound specimens from the prostatic urethra and bladder neck were harvested at 1 day, 3 days, 5 days, and 7 days after surgery. Hematoxylin-eosin (HE) and immunohistochemistry were applied to confirm the establishment of the mouse TULP model. One day after the surgery, urothelium expressing uroplakin (UPK) was absent in the urethral wound site, and a large number of necrotic tissues were found in the wound site. There was no UPK-positive urothelium in the wound 3 days after surgery. At 5 days after surgery, monolayer urothelium expressing UPK was found in the wound site, indicating that the re-epithelization of the wound had been completed. On the 7th day after surgery, there were multiple layers of urothelium with UPK expression, indicating that the repair was completed. It is feasible to establish a mouse TULP model by using a microcystoscope system and a 200-μm thulium laser.
Aged
;
Animals
;
Humans
;
Laser Therapy
;
Male
;
Mice
;
Prostatectomy
;
Prostatic Hyperplasia/surgery*
;
Thulium
;
Transurethral Resection of Prostate
9.Clinicopathological Features and Expression of P504s,E-cadherin,Erythroblast Transformation-specific Related Gene and Estrogen Receptor in Prostate Adenocarcinoma in Tibet.
Han-Huan LUO ; Zhen HUO ; Yu XIAO ; NIMAZHUOMA ; Qian WANG ; DAZHEN ; CIRENQUZHEN
Acta Academiae Medicinae Sinicae 2021;43(5):761-766
Objective To investigate the clinicopathological features and immunohistochemical expression of P504s,E-cadherin,erythroblast transformation-specific related gene(ERG)and estrogen receptor(ER)in prostate adenocarcinoma in Tibet.Methods The clinical data of 15 patients with prostate adenocarcinoma diagnosed by the Department of Pathology of Tibet Autonomous Region People's Hospital from September 2013 to September 2020 were analyzed retrospectively.All patients were assigned to prognostic grade groups based on Gleason score according to the WHO 2016 criteria.Immunostaining of P504s,E-cadherin,ERG,and ER was performed.Results The age of all 15 patients ranged from 61 to 86 years.The serum prostate specific antigen(PSA)concentration was ≥20 ng/ml in 12 patients and<20 ng/ml in 3 patients.Among the 15 patients,11 underwent needle biopsy,1 transurethral resection of the prostate,and 3 radical prostatectomy.Prognostic grouping results revealed 5 cases in grade groups 1-3,4 cases in grade group 4,and 6 cases in grade group 5.Immunohistochemistrically,15 cases(100%)were positive for P504s,E-cadherin and PSA;one case(7%)was positive for ERG;all cases were negative for P63,ER and CK34βE12.Thirteen cases were followed up for 2-48 months,with 2 cases treated with total prostatectomy and 11 cases with non-surgical treatment.Two cases were lost to follow-up. Conclusions Prostate adenocarcinoma is rare relatively in Tibet.The accuracy of diagnosis can be improved by using multiple immunohistochemical markers.The cases of grades 4 and 5 by pathological confirmed are relatively common in Tibet.P504s and E-cadherin are highly expressed in prostate adenocarcinoma patients in Tibet,while ERG presents low expression,ER is unexpressed.
Adenocarcinoma/genetics*
;
Cadherins/genetics*
;
Child
;
Child, Preschool
;
Erythroblasts
;
Humans
;
Male
;
Prostate
;
Prostatic Neoplasms
;
Receptors, Estrogen
;
Retrospective Studies
;
Tibet
;
Transurethral Resection of Prostate
10.Current trends in minimally invasive surgery for benign prostatic hyperplasia
Journal of the Korean Medical Association 2020;63(2):119-125
The prevalence of benign prostatic hyperplasia (BPH) is rising with Korea becoming an aging society. As patients age, their comorbidities and the risks associated with anesthesia increase. Recently, there has been an increasing concern regarding sexual function after surgery. As a result, interest in minimally invasive surgery for BPH that does not require anesthesia or affect sexual function has grown. This review article introduces newly developed minimally invasive surgeries for BPH divided into four categories based on the strategy—mechanical, anatomical, atrophic, and laparoscopic. Here, the mechanisms for each surgical method have been introduced. Furthermore, recent representative studies of these procedures with a focus on randomized controlled trials and meta-analyses have also been reviewed. Side effects related to sexual function have also been mentioned briefly along with the efficacy and indication for robotic BPH surgery, which has recently been attracting attention. However, these newer, minimally invasive procedures require additional comparative randomized controlled trials and long-term results to produce more robust evidence for their use.
Aging
;
Anesthesia
;
Comorbidity
;
Humans
;
Korea
;
Lower Urinary Tract Symptoms
;
Methods
;
Minimally Invasive Surgical Procedures
;
Prevalence
;
Prostatic Hyperplasia
;
Sexual Dysfunction, Physiological
;
Transurethral Resection of Prostate

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