Development of a machine learning-based predictive model for prediction of success or failure of medical management for benign prostatic hyperplasia.

OBJECTIVE: To develop a novel predictive model for identifying patients who will and will not respond to the medical management of benign prostatic hyperplasia (BPH). METHODS: Using data from the Medical Therapy of Prostatic Symptoms (MTOPS) study, several models were constructed using an initial data set of 2172 patients with BPH who were treated with doxazosin (Group 1), finasteride (Group 2), and combination therapy (Group 3). K-fold stratified cross-validation was performed on each group, Within each group, feature selection and dimensionality reduction using nonnegative matrix factorization (NMF) were performed based on the training data, before several machine learning algorithms were tested; the most accurate models, boosted support vector machines (SVMs), being selected for further refinement. The area under the receiver operating curve (AUC) was calculated and used to determine the optimal operating points. Patients were classified as treatment failures or responders, based on whether they fell below or above the AUC threshold for each group and for the whole data set. RESULTS: For the entire cohort, the AUC for the boosted SVM model was 0.698. For patients in Group 1, the AUC was 0.729, for Group 2, the AUC was 0.719, and for Group 3, the AUC was 0.698. CONCLUSION: Using MTOPS data, we were able to develop a prediction model with an acceptable rate of discrimination of medical management success for BPH.

Treatment patterns and survival of low and intermediate-risk prostate cancer in end-stage kidney disease: A retrospective population cohort study.

BACKGROUND: In accordance with guidelines, observation with or without active surveillance for low-risk prostate cancer increased in recent years in the general population. We compared treatment patterns and mortality for low- and intermediate-risk prostate cancer and mortality rates among end-stage kidney disease (ESKD) and non-ESKD patients. METHODS: This is a retrospective population-based observational cohort study of Surveillance, Epidemiology, and End Results-Medicare data of men aged 66 years and older with localized prostate cancer (2004-2015). ESKD status was determined using Medicare billing codes. Multivariable logistic regression models and Cox-proportional hazards models were used to study definitive treatment patterns and mortality, respectively. RESULTS: For low-risk prostate cancer, dialysis patients (N = 83) had lower but not statistically significant odds (OR, 0.74; 95% CI: 0.48-1.16) of receiving definitive treatment than non-ESKD patients (N = 24,935). For those with intermediate-risk prostate cancer, dialysis patients (N = 254) had lower odds to receive definitive treatment (OR, 0.54; 95% CI: 0.42-0.72) than non-ESKD patients (N = 60,883). From 2004-2010 to 2011-2015, for patients with low-risk prostate cancer, while the receipt of definitive treatment for non-ESKD patients trended down from 72% to 48%, it trended up for dialysis patients from 55% to 65%. Kidney transplant patients (N = 33 for low-risk and N = 91 for intermediate-risk) had lower rates of definitive treatment for low-risk and similar rates of treatment for intermediate-risk prostate cancer compared to non-ESKD patients. CONCLUSIONS: The disparity in definitive treatment rates for low-risk prostate cancer among dialysis patients exists despite their high mortality, compared to the general population.

Duplex renal collecting system presenting with hydroureteronephrosis following pelvic organ prolapse and sacrocolpopexy in an adult female.

Duplex collecting systems are common congenital abnormalities of the urinary tract but are infrequently reported in adult populations. This abnormality can present with hydroureteronephrosis secondary to urinary tract obstruction or concomitant vesicoureteral reflux (VUR), recurrent urinary tract infections (UTIs), and urinary incontinence. Options for surgical management include common-sheath ureteral reimplantation, uretero-ureterostomy, pyelostomy, and heminephroureterectomy. We report the case of a 39-year-old female with a duplex kidney who presented with severe hydroureteronephrosis following a sacrocolpopexy.

Impact of Music on Postoperative Pain, Anxiety, and Narcotic Use After Robotic Prostatectomy: A Randomized Controlled Trial.

Background: Music is a safe and cost-effective intervention that can reduce postoperative pain and anxiety. We investigated the effects of music therapy on postoperative recovery in patients undergoing robotic-assisted laparoscopic prostatectomy (RALP). Methods: Subjects were males 18 years and older undergoing RALP at a single tertiary care institution. Patients were randomized to music or control groups. The music group received 30 minutes of music in the recovery area and on postoperative day (POD) 1, while the control group was not provided postoperative music. Inpatient narcotic use (morphine milligram equivalent, or MME) and outpatient narcotic use were measured, and the State-Trait Anxiety Inventory (STAI) survey was completed on POD 1 and POD 7 by an inpatient advanced practitioner (AP). T-test and Chi-square were used to compare the groups. Linear regression was used to adjust for age, blood loss, and inpatient MME. Results: A total of 40 patients were prospectively recruited. There was no statistically significant difference in the hourly MME (2.06 [0.71-3.17] vs. 1.55 [0.83-3.37]) or total MME (49.52 [17-76] vs. 37.25 [20-69]) used in the music vs. non-music arms, respectively. Evaluation of STAI questionnaire revealed no overall differences in anxiety levels among the two groups on POD 1 or POD 7. After adjusting for age, blood loss, and inpatient MME use, patients assigned to the music intervention had a 26% reduction in post-hospitalization use. Conclusion: Our prospective randomized study suggests that music can be an AP-driven adjunct to facilitate postoperative patient comfort and reduce narcotic use upon discharge in prostate cancer patients.

Urologic Education in the Era of COVID-19: Results From a Webinar-Based Reconstructive Urology Lecture Series.

OBJECTIVE: To determine the response to a virtual educational curriculum in reconstructive urology presented during the COVID-19 pandemic. To assess learner satisfaction with the format and content of the curriculum, including relevance to learners' education and practice. MATERIALS AND METHODS: A webinar curriculum of fundamental reconstructive urology topics was developed through the Society of Genitourinary Reconstructive Surgeons and partnering institutions. Expert-led sessions were broadcasted. Registered participants were asked to complete a survey regarding the curriculum. Responses were used to assess the quality of the curriculum format and content, as well as participants' practice demographics. RESULTS: Our survey yielded a response rate of 34%. Survey responses showed >50% of practices offer reconstructive urologic services, with 37% offered by providers without formal fellowship training. A difference in self-reported baseline knowledge was seen amongst junior residents and attendings (P < .05). Regardless of level of training, all participants rated the topics presented as relevant to their education/practice (median response = 5/5). Responders also indicated that the curriculum supplemented their knowledge in reconstructive urology (median response = 5/5). The webinar format and overall satisfaction with the curriculum was highly rated (median response = 5/5). Participants also stated they were likely to recommend the series to others. CONCLUSION: We demonstrate success of an online curriculum in reconstructive urology. Given >50% of practices surveyed offer reconstruction, we believe the curriculum's educational benefits (increasing access and collaboration while minimizing the risk of in-person contact) will continue beyond the COVID-19 pandemic and that this will remain a relevant educational platform for urologists moving forward.

Does prior surgical interventional therapy for BPH affect the oncological or functional outcomes after primary whole-gland prostate cryoablation for localized prostate cancer?

BACKGROUND: To assess whether prior interventional treatment for benign prostatic hyperplasia (BPH) influences oncologic or functional outcomes following primary whole-gland prostate cryoablation. METHODS: Among 3831 men with prostate cancer who underwent primary whole-gland prostate cryoablation, we identified 160 with a history of prior BPH interventional therapy including transurethral needle ablation (n = 6), transurethral microwave thermotherapy (n = 9), or transurethral resection of the prostate (n = 145). Patients with a history of medically treated or unspecified BPH therapy were excluded from the study. Oncological and functional outcomes were compared between men with and without prior BPH interventional therapy. RESULTS: In unadjusted analyses, prior interventional BPH therapy was associated with higher risks of postoperative urinary retention (17.5% vs. 9.6%, p = 0.001) and new-onset urinary incontinence (39.9% vs. 19.4%, p > 0.001) compared with no prior therapy. Interventional BPH therapy was not correlated with the risk of developing a rectourethral fistula (p = 0.84) or new-onset erectile dysfunction (ED) at 12 months (p = 0.08) following surgery. On multivariable regression, prior interventional BPH therapy was associated with increased risk of urinary retention (OR 1.9, 95%, p = 0.015) and new-onset urinary incontinence (OR 2.13, p < 0.001). The estimated 5 years Kaplan-Meier survival analysis showed no statistically significant difference (p = 0.3) in biochemical progression free survival between those who underwent interventional BPH therapy compared with those who did not. Local disease recurrence assessed by post cryoablation positive for-cause prostate biopsy showed no significant difference between the two groups (25.4% vs. 28.7%, p = 0.59). CONCLUSIONS: Prior interventional BPH therapy did not affect the oncologic outcomes nor did it increase the risk of rectourethral fistula or ED in sexually performing patients prior to cryosurgery. Prior interventional BPH therapy was associated with increased risk of urinary retention and incontinence after primary whole-gland prostate cryoablation for prostate cancer.

Validating the Martini Staging System for Rectourethral Fistula: A Meta-Analysis of Postoperative Outcomes.

OBJECTIVE: To validate the Martini staging system for postoperative rectourethral fistula (RUF) utilizing data from previous studies to determine whether it can accurately predict postoperative success rate. METHODS: A systematic search of peer-reviewed studies was conducted through January, 2020. The primary inclusion criteria for the studies were studies that evaluated outcomes based on the etiology of the fistula (ie, radiotherapy/ablation [RA] vs nonradiotherapy/ablation [NRA]). Martini RUF classification was utilized for the subgroup analysis. RESULTS: Out of 1948 papers, 7 studies with a total of 490 patients (251 in RA vs 239 NRA) were included in this study. Receiving RA increased the risk of permanent bowel diversion by 11.1 folds, eventual fistula recurrence by 9.1 folds, and post-op urinary incontinence (UI) by 2.6 folds. Similarly, compared to a Grade 0 fistula, a Grade I fistula increased the risk of permanent bowel diversion by 9.1 folds, fistula recurrence by 20 folds, and post-op UI by 2.7 folds. There were some valuable variables that were not captured by the Martini classification. CONCLUSION: Overall, the Martini classification system is efficacious in stratifying post-op complications from RUF repair based on the grade and etiology; however, it is limited in application. There is an opportunity for the development of more comprehensive staging systems in this domain.

Peri-operative outcomes between primary and replacement artificial urinary sphincter surgery: An ACS-NSQIP analysis.

OBJECTIVE: To evaluate differences in perioperative clinical outcomes in men undergoing artificial urinary sphincter (AUS) implantation in primary versus replacement settings. Secondarily, we aimed to identify patient-related factors contributing to complications associated with AUS placement. MATERIALS AND METHODS: A review of the American College of Surgeons-National Surgical Quality Improvement Program was performed between 2010 and 2018 identifying males undergoing AUS implantation. Subjects were further subdivided into primary implantation or removal/replacement of AUS simultaneously via current procedural terminology codes 53445 and 53447, respectively. 30-Day postoperative outcomes were compared between cohorts using t-test and Fisher's exact test. The relationship between patient factors and complications was evaluated using logistic regression. RESULTS: A total of 1,892 patients were identified: 1,445 primary AUS placement and 447 AUS replacement procedures. Patients undergoing AUS replacement were statistically older than those undergoing primary implantation (71.4 vs 69.7 years, P < .001). AUS replacement procedures were associated with an increased rate of superficial surgical site infection (SSI) compared to primary procedures (1.3% vs 0.4%, P » .042). There were no differences identified between cohorts for deep SSI, cardiopulmonary complications, reoperation, operative time, or length of stay. Logistic regression demonstrated that higher body mass index was found to be independent risk factors for any complications, and diabetes mellitus was associated with increased risk of AUS-related readmission. CONCLUSION: Within the perioperative period, patients undergoing replacement AUS have an increased risk of superficial SSI compared to primary AUS implantation. These findings can assist with appropriate perioperative counseling of patients undergoing primary and replacement AUS implantations.

"Robotic fatigue?" - The impact of case order on positive surgical margins in robotic-assisted laparoscopic prostatectomy.

PURPOSE: Multiple robotic-assisted surgeries are often performed within a single operating day; however, the impact of this practice on patient outcomes has not been examined. We aim to determine whether outcomes for robotic-assisted laparoscopic prostatectomy (RALP) differed when performed sequentially. MATERIALS AND METHODS: A multi-institutional, retrospective cohort study was conducted involving a total of 8 academic centers between years 2015 and 2018. Participants were adult males undergoing RALP for localized prostate cancer on operative days in which 2 RALP cases were performed sequentially by the same resident-attending team. The primary outcome of the study was presence of positive surgical margin (PSM). Secondary outcomes were lymph node yield, operative time, and estimated blood loss. The primary analysis was a random effects meta-analysis model for PSM. RESULTS: Overall, 898 RALP cases (449 sequential pairs) were included in the study. There was no significant difference in PSM rate (27.2% vs. 30.3%, P= 0.338) between first and second case groups, respectively. Utilizing random effects meta-analysis, the second case cohort had no increased risk of PSM (OR 0.761.231.97, P= 0.40). Higher blood loss was noted in the second case cohort (186.7 ml vs. 221.7 ml, P = 0.002). Additionally, factors associated with PSM were increasing prostate specific antigen, higher percent tumor involvement, extraprostatic extension, and seminal vesicle invasion. CONCLUSION: Case sequence was not associated with PSM, lymph node yield, or operative time for RALP. Disease specific factors and institutional experience are associated with increased risk for positive surgical margin which can aid providers in scheduling of patients.

Testosterone therapy and risk of breast cancer development: a systematic review.

PURPOSE OF REVIEW: We aim to conduct a systematic review of the literature, document all reported cases of breast cancer development in cis men and female-to-male (FtM) transgender men undergoing testosterone replacement therapy (TRT), and determine if testosterone poses a substantial risk of breast cancer development and recurrence. RECENT FINDINGS: A systematic search through December 2019 was performed. Out of 1890, 15 studies were eligible for inclusion in the final analyses. In total, 22 patients have developed breast cancer while on testosterone treatment. Four cases were cis men, whereas 18 cases were FtM. Age ranged from 18 to 61 years. Testosterone treatment duration ranged from 5 weeks up to 25 years. SUMMARY: There is a relatively higher incidence of BCa in FtM on CSH therapy compared with cis men on TRT. Because of the small sample size of reported cases, we cannot delineate the exact relationship between testosterone therapy and BCa development. Additionally, we have limited data to suggest that TRT should or should not be contraindicated in cis men and FtM with a prior history of breast cancer.

Epidural Anesthesia is Associated With Increased Complications in Cystectomy Patients: A NSQIP Analysis.

OBJECTIVE: To identify differences in short-term outcomes and readmission rates in cystectomy patients managed with general anesthesia compared to those undergoing general anesthesia and adjuvant epidural anesthesia. METHODS: Utilizing the National Surgical Quality Inpatient Program database, patients who underwent a cystectomy with ileal conduit between 2014 and 2017 were included. Patients were further subdivided based on additional anesthesia modality; general anesthesia vs general anesthesia plus epidural anesthesia. Propensity score-matching was used to adjust for baseline differences between cohorts using 1:1 caliper width of 0.15 for the propensity score through the nearest neighbor. Stepwise multivariable logistic regression was used to identify preoperative and intraoperative predictors associated with 30-day procedure related readmission, complications, and length of stay. RESULTS: About 2956 patients met our inclusion and exclusion criteria and eligible for propensity score matching. Compared to general anesthesia, adjuvant epidural anesthesia showed an increased odds of procedure related complications (adjusted Odds Ratio (aOR): 1.264, 95% CI: 1.019-1.567, P = .033). There was an increased trend for development of pulmonary emboli (13 [1.8%] vs 4 [0.5%], P = .051) in the adjuvant epidural cohort. Combined general with epidural anesthesia demonstrated no difference in length of stay, readmission, or reoperation rate in comparison to general anesthesia alone. CONCLUSION: Cystectomy patients who underwent general anesthesia plus epidural anesthesia demonstrated a higher percentage of any procedural related complication without change in postoperative stay, reoperation rate, or readmission rate compared to patients undergoing general anesthesia alone.