Machine Learning and External Validation of the IDENTIFY Risk Calculator for Patients with Haematuria Referred to Secondary Care for Suspected Urinary Tract Cancer.

BACKGROUND: The IDENTIFY study developed a model to predict urinary tract cancer using patient characteristics from a large multicentre, international cohort of patients referred with haematuria. In addition to calculating an individual's cancer risk, it proposes thresholds to stratify them into very-low-risk (<1%), low-risk (1-<5%), intermediate-risk (5-<20%), and high-risk (≥20%) groups. OBJECTIVE: To externally validate the IDENTIFY haematuria risk calculator and compare traditional regression with machine learning algorithms. DESIGN, SETTING, AND PARTICIPANTS: Prospective data were collected on patients referred to secondary care with new haematuria. Data were collected for patient variables included in the IDENTIFY risk calculator, cancer outcome, and TNM staging. Machine learning methods were used to evaluate whether better models than those developed with traditional regression methods existed. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The area under the receiver operating characteristic curve (AUC) for the detection of urinary tract cancer, calibration coefficient, calibration in the large (CITL), and Brier score were determined. RESULTS AND LIMITATIONS: There were 3582 patients in the validation cohort. The development and validation cohorts were well matched. The AUC of the IDENTIFY risk calculator on the validation cohort was 0.78. This improved to 0.80 on a subanalysis of urothelial cancer prevalent countries alone, with a calibration slope of 1.04, CITL of 0.24, and Brier score of 0.14. The best machine learning model was Random Forest, which achieved an AUC of 0.76 on the validation cohort. There were no cancers stratified to the very-low-risk group in the validation cohort. Most cancers were stratified to the intermediate- and high-risk groups, with more aggressive cancers in higher-risk groups. CONCLUSIONS: The IDENTIFY risk calculator performed well at predicting cancer in patients referred with haematuria on external validation. This tool can be used by urologists to better counsel patients on their cancer risks, to prioritise diagnostic resources on appropriate patients, and to avoid unnecessary invasive procedures in those with a very low risk of cancer. PATIENT SUMMARY: We previously developed a calculator that predicts patients' risk of cancer when they have blood in their urine, based on their personal characteristics. We have validated this risk calculator, by testing it on a separate group of patients to ensure that it works as expected. Most patients found to have cancer tended to be in the higher-risk groups and had more aggressive types of cancer with a higher risk. This tool can be used by clinicians to fast-track high-risk patients based on the calculator and investigate them more thoroughly.

Phallus preservation and reconstruction: 5-year outcomes of national penile cancer centralisation in the Republic of Ireland.

INTRODUCTION: Penile cancer is a rare urological malignancy with an age-standardised incidence of 0.8 per 100,000 person-years [1]. Given this low incidence it has been suggested that centralised care may improve patient outcomes in relation to phallus sparing surgery and nodal assessment [2]. We aim to assess the outcomes after 5-years of national centralisation of penile cancer care. METHODS: A retrospective analysis of prospectively collected data was performed. All patients undergoing penile cancer surgery from January 2018 to December 2022 following centralisation of care were included. The primary outcome was proportion of phallus sparing procedures performed. Secondary outcomes were patient characteristics, histologic outcomes and procedures performed. RESULTS: 124 patients underwent surgery in the study period. Mean age was 64.49 (±13.87). Overall, 82.3% of patients underwent phallus sparing surgery. This remained stable over the 5-year period from 2018 to 2022 â€‹at 92%, 85%, 76%, 79% and 78% respectively (p â€‹= â€‹0.534). 62.7% had reconstruction performed, including split-thickness skin graft neoglans formation, (57.8% [n â€‹= â€‹37]), preputial flap (32.8% [n â€‹= â€‹21]), glans resurfacing (4.7% [n â€‹= â€‹3]), shaft advancement flap (1.6% [n â€‹= â€‹1]), penile shaft skin graft (1.6% [n â€‹= â€‹1]), and partial penectomy with urethral centralisation (1.6% [n â€‹= â€‹1]). Phallus preservation was not affected by positive nodal status (OR 0.75 [95% CI 0.249-2.266], p â€‹= â€‹0.564) or T-stage ≥1b (OR 0.51 [95% CI 0.153-1.711], p â€‹= â€‹0.276). There has been a significant reduction in Nx nodal status from 64% in 2017 to 15% in 2021 (p â€‹= â€‹0.009). CONCLUSION: Centralisation of treatment for rare malignancies such as penile cancer may improve oncologic outcomes and rates of phallus preservation. This study has shown centralisation to has a high rate of phallus preservation. Further long-term analysis of outcomes in Ireland is required.

Can you name that tablet? A cross-sectional study on recognition of common urology medications.

INTRODUCTION: Clinicians frequently rely on patients to accurately tell them what prescription medications and doses they are taking in outpatient visits. This information is essential to monitor the efficacy of a medication and to determine any adverse interactions. This study aimed to assess urologist and urology trainee's visual recognition of common urology medications. METHODS: An online survey was distributed to urologists and urology trainees in Ireland. Images of 11 commonly prescribed urological medications were presented with free text options for answering. Information was gathered on respondent's role and experience. Data was analysed using STATA version 17. RESULTS: The survey had a 90% response rate from 50 distributions. Respondents' roles were consultant (31.1%), specialist registrar (33.3%), registrar (22.2%), senior house officer (11.1%) and intern (2.2%). Forty six percent had more than six years urology experience. Average rate of correct responses was 39.4% ± 23.9. The most accurate group were consultants (46.1% ± 22.1), followed by specialist registrars (41.2% ± 24.9), registrars (39.1% ± 26.8), senior house officers (21.8% ± 10.4) and interns (9.1% ± 0). The most and least recognised medications were sildenafil (Viagra©) (84.4%) and fesoterodine (Toviaz©) (11.1%), respectively. Just 28.9% of respondents had previously handled any of the medications listed. CONCLUSION: Patients often do not reliably know their own medications other than to describe them or show an unpackaged tablet. Prescribing safety is paramount to ensuring patient safety and reducing the risk of adverse drug reactions. This study shows that even experienced clinicians do not recognise the medications they regularly prescribe, and decisions should not be made without accurate medication reconciliation.

Kidney transplantation using ipsilateral arterial and contralateral venous anastomosis in a patient with failing vascular access.

Herein, we describe our surgical technique and outcome of a kidney transplant in a patient with failing vascular access. A right donor kidney was transplanted into the right iliac fossa with an end-to-side arterial anastomosis to the ipsilateral right common iliac artery and end-to-side venous anastomosis to the contralateral left common iliac vein. The possibility of performing an ipsilateral arterial and contralateral venous anastomosis has been shown here to be successful. No post-operative surgical complications were encountered.

The impact of a novel surgical forum, 'Virtual Surgical Speed Dating', on career perception for medical students: a pilot study.

BACKGROUND: The SARS-CoV-2 pandemic limited medical student's exposure to surgical specialities, potentially affecting their understanding of specialties and limiting access to mentorship. AIMS: To develop a novel online 'round table' session to increase medical student's exposure to surgical careers, and to assess the value of the event as an educational tool. METHOD: A virtual education session was held, with questionnaires being completed before and after the virtual event. The event began with an introduction to surgical training. Participants rotated every 10 min in groups, with two specialties represented by a specialist registrar at each station. Data were analysed using a 5-point Likert scale, and a Student Evaluation of Educational Quality (SEEQ) questionnaire was completed. RESULTS: Of the 19 students involved, 14 (73.7%) were female, and 16 (84.2%) were undergraduate. The specialty attendees were most interested in before and after the event were neurosurgery (21.1%, n = 4) and cardiothoracic surgery (26.3%, n = 5), respectively. Five (26.3%) students changed the subspecialty they were most interested in after the event. Attendees' knowledge of surgical training in Ireland improved from 52.6% prior to the educational session to 69.5% after (p < 0.001). The session resulted in an increase in the perceived importance of research (4 [IQR 2-4] versus 4 [IQR 4-5], p = 0.0021). CONCLUSIONS: This 'Virtual Surgical Speed Dating' event offered medical students an opportunity to interact with various surgical specialties despite the SARS-CoV-2 pandemic. The novel approach increased medical students' exposure to surgical trainees, improved knowledge of training pathways and altered student values influencing career decision-making.

A systematic review on the outcomes of local anaesthetic transperineal prostate biopsy.

OBJECTIVE: To conduct a systematic review of the literature to assess the diagnostic ability, complication rate, patient tolerability, and cost of local anaesthetic (LA) transperineal prostate biopsy. METHODS: Two reviewers searched Medline, the Cochrane Library, and Embase for publications on LA transperineal prostate biopsy up to March 2021. Outcomes of interest included cancer detection rates, complication rates, pain assessments and cost. RESULTS: A total of 35 publications with 113 944 men were included in this review. The cancer detection rate for LA transperineal prostate biopsy in patients undergoing primary biopsy was 52% (95% confidence interval [CI] 0.45-0.60; I2 = 97) and the clinically significant cancer detection rate (Gleason≥3 + 4) was 37% (95% CI 0.24-0.52; I2 = 99%). The rate of infection-related complications in the included studies was 0.15% (95% CI 0.0000-0.0043; I2 = 86). The LA transperineal procedures had a low rate of procedural abandonment (26/6954, 0.37%), with the greatest pain scores measured during LA administration. No formal cost analyses on LA transperineal prostate biopsies were identified in the literature. The overall risk of bias in the included studies was high, with considerable study heterogeneity and publication bias. CONCLUSION: Transperineal prostate biopsy performed under LA is a viable option for centres interested in avoiding the risk of infection associated with transrectal biopsy, and the logistical burden of general anaesthesia. Further investigation into LA transperineal prostate biopsy with comparative studies is warranted for its consideration as the standard in prostate biopsy technique.

An ex-vivo assessment of a new single probe triple modality (Trilogy) lithotripter.

INTRODUCTION AND OBJECTIVES: This Swiss LithoClast® Trilogy lithotrite is a new lithotrite for percutaneous nephrolithotomy (PCNL). It has four modifiable settings; impact, frequency, ultrasound and suction. We aim to determine the optimal device settings for the fastest stone clearance. MATERIALS AND METHODS: Kidney stone phantoms were made with Begostone in a powder to water ratio (15:3-15:6). Complete stone clearance (seconds) was calculated and impact and frequency were adjusted and repeated N = 3. Intra renal pressure (IRP) was then measured in a porcine kidney model. RESULTS: Stone phantoms with physical properties similar to struvite were cleared best with 100% impact and frequency of 12 Hz. Both uric acid stone phantoms and calcium phosphate stone phantoms were cleared most efficiently with an impact of 30% and a frequency of 4 Hz. The mean time to clear uric acid stone phantoms was 83 s versus 217 s for calcium phosphate stone phantoms. Similarly, for calcium oxalate stone phantoms, an impact of 30% and a frequency of 4 Hz was associated with the fastest clearance time, mean 204 s. However, the differences between 4, 8 and 12 Hz were not statistically significant. At a suction level of 60% or higher, IRP became negative. CONCLUSION: These results indicate that stone phantoms of hard kidney stones are cleared more efficiently at lower impact and frequency settings. With regard to suction, a setting of ≤ 50% appears to be the optimal setting.

Intrarenal pressures during percutaneous nephrolithotomy: a porcine kidney model.

BACKGROUND: Increased intrarenal pressure during endoscopic lithotripsy is associated with increased adverse outcomes. The objective of this study was to evaluate the effect of various devices on IRP during percutaneous intrarenal surgery in ex vivo porcine kidney models. METHODS: Whole intact porcine urinary tracts were harvested. Intrarenal pressure was measured using cystometrometry software. Intrarenal pressure during PCNL was recorded using variations of percutaneous access sheath size, irrigation height of 100 cm and 60 cm, use of a ureteric catheter and use of suction. The primary outcome was absolute IRP measurements. Secondary outcomes were comparisons of IRP between techniques. RESULTS: Using a 30 Fr vs 26 Fr access sheath and 26 Fr nephroscope the mean pressure at an irrigation height of 60 cm was significantly lower than 100 cm (p = 0.0013 vs p < 0.0001, respectively). Pressure's during mini-PCNL were significantly higher than conventional PCNL in all variations. Using the 16.5 Fr access sheath and 12 Fr nephroscope produced a significantly lower pressure at a 60 cm irrigation height than 100 cm (p = 0.0010). IRP was significantly lower with a ureteric catheter in place vs no ureteric catheter at 100 cm (p = 0.0015) and at 60 cm (p = 0.0040). CONCLUSIONS: Using standard PCNL tract sizes intrarenal pressure varied significantly depending on the height of the irrigation fluid. Mini-PCNL is at higher risk of pathological pressure, however, the use of a ureteric catheter significantly decreased pressure. To maintain safe IRP during PCNL urologists should be aware of these significant variations.

The Carbon Footprint of Single-Use Flexible Cystoscopes Compared with Reusable Cystoscopes.

Introduction: Single-use devices for endourologic procedures are becoming more popular. The environmental impact of single-use instruments is relatively unknown. This study aimed to compare the carbon footprint of single-use vs reusable flexible cystoscopes based on waste production and estimated carbon emissions. Methods: An analysis of the solid waste produced when using the aScope™ 4 Cysto (Ambu®) single-use flexible cystoscope compared with the reusable Cysto-Nephro Videoscope CYF-VA2 (Olympus®) was performed. The solid waste generated was measured (grams) and recorded as either recyclable, landfill, or contaminated, and carbon dioxide (CO2) produced by disposal, manufacture, and cleaning was calculated. Results: A total of 40 flexible cystoscopies (20 single-use and 20 reusable) were analyzed. Median total weight of waste produced was 622 g (interquartile range [IQR] 621-651) for the single-use cystoscope compared with 671.5 g (IQR 659-677.5) for the reusable cystoscope (p < 0.0001). More waste was disposed of by incineration after single-use than reusable cystoscopy (496 g [IQR 495-525] vs 415 g [IQR 403-421.5], p < 0.0001). However, more waste went to landfill after reusable cystoscopy (256 g ± 0 vs 126 g ± 0, p < 0.0001). There was no difference in weight of waste produced based on the indication for cystoscopy (p = 0.1570). A total of 2.41 kg of CO2 (IQR 2.40-2.44) was produced per case for the single-use flexible cystoscope compared with 4.23 kg of CO2 (IQR 4.22-4.24) for the reusable cystoscope (p < 0.0001). Conclusion: Environmental accountability is essential in modern health care. This study highlights that disposable flexible cystoscopes have a significantly lower impact on the environment in terms of carbon footprint and landfill. We propose that environmental impact studies should be a routine part of device development for a sustainable future.

High grade non-germinal centre-like diffuse large B-cell lymphoma double expressor presenting as a hydrocoele.

A 72-year-old man was referred to our urology outpatient department with a left hemi-scrotal swelling increasing in size over a matter of weeks, initially suspicious for a left hydrocoele. Initial investigation with ultrasound (US) identified a heterogenous enlargement of the left testis and epididymis with a soft tissue mass extending through the inguinal canal. Subsequent CT detected this soft tissue mass to extend along the left gonadal vein to the level of the left renal vein. A biopsy of the retroperitoneal mass confirmed a diagnosis of diffuse large B-cell lymphoma. Immunohistochemical staining further categorised this lymphoma as double expressor but not double hit.Through multidisciplinary team involvement the patient was treated with combination steroids and chemotherapy. Given the scrotal involvement this was considered a sanctuary site for chemotherapy therefore the patient also received radiotherapy to the scrotum. He recovered well following his treatment. This case highlights how early specialist referral can identify rare variants of disease. Essential preoperative imaging with US prior to treating a presumed hydrocoele prevented inappropriate surgical excision. A multidisciplinary team approach improved the patient's outcome and is hoped to have improved his chances of recurrence-free survival.

Local versus general anesthesia transperineal prostate biopsy: Tolerability, cancer detection, and complications.

Objectives: To compare data on transperineal template biopsy (TPTB) under general anesthesia (GA) compared with local anesthesia (LA) procedures using the PrecisionPoint™ Transperineal Access System (PPTAS) in relation to tolerability, cancer detection rate, complications, and cost. Methods: A prospective pilot cohort study of patients undergoing transperineal biopsy was performed. Patients were excluded if they had concurrent flexible cystoscopy or language barriers. Patients had a choice of GA or LA. A prospective questionnaire on Days 0, 1, 7, and 30 was applied. The primary outcome was patient tolerability. Secondary outcomes were cancer detection rate, complication rate, and theater utilization. Results: This study included 80 patients (40 GA TPTB and 40 LA PPTAS). Baseline characteristics including age, prostate-specific antigen (PSA), digital rectal examination (DRE), findings, and prostate volume were comparable between the groups (p = 0.3790, p = 0.9832, p = 0.444, p = 0.3939, respectively). Higher median prostate imaging-reporting and data system (PI-RADS) score of 4 (interquartile range [IQR] 2) versus 3 (IQR 1) was noted in the LA group (p = 0.0326). Pain was higher leaving recovery in the GA group however not significantly (p = 0.0555). Median pain score at LA infiltration was 5/10 (IQR 3), with no difference in pain at Days 1, 7, or 30 (p = 0.2722, 0.6465, and 0.8184, respectively). For GA versus LA, the overall cancer detection rate was 55% versus 55% (p = 1.000) with clinically significant cancer in 22.5% versus 35% (p = 0.217). Acute urinary retention (AUR) occurred in 5% of GA and 2.5% of LA patients (p = 1.000). The GA cohort spent longer in theater and in recovery with a median of 93.5 min versus 57 min for the LA group (p = <0.0001). Conclusion: This study demonstrates that transperineal biopsy is safely performed under LA with no difference between the cohorts in relation cancer detection or AUR. LA biopsy also consumed less theater and recovery resources. A further larger prospective randomized controlled trial is required to confirm the findings of this study.