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A Machine Learning Predictive Model for Post-Ureteroscopy Urosepsis Needing Intensive Care Unit Admission: A Case-Control YAU Endourology Study from Nine European Centres

Pietropaolo, Amelia; Geraghty, Robert M; Veeratterapillay, Rajan; Rogers, Alistair; Kallidonis, Panagiotis; Villa, Luca; Boeri, Luca; Montanari, Emanuele; Atis, Gokhan; Emiliani, Esteban; Sener, Tarik Emre; Al Jaafari, Feras; Fitzpatrick, John; Shaw, Matthew; Harding, Chris; Somani, Bhaskar K
INTRODUCTION/BACKGROUND:With the rise in the use of ureteroscopy and laser stone lithotripsy (URSL), a proportionate increase in the risk of post-procedural urosepsis has also been observed. The aims of our paper were to analyse the predictors for severe urosepsis using a machine learning model (ML) in patients that needed intensive care unit (ICU) admission and to make comparisons with a matched cohort. METHODS:= 300 trees, with the test set used for internal validation. Diagnostic accuracy statistics were generated using the 'caret' package. RESULTS:A total of 114 patients were included (57 in each group) with a mean age of 60 ± 16 years and a male:female ratio of 1:1.19. The ML model correctly predicted risk of sepsis in 14/17 (82%) cases (Group A) and predicted those without urosepsis for 12/15 (80%) controls (Group B), whilst overall it also discriminated between the two groups predicting both those with and without sepsis. Our model accuracy was 81.3% (95%, CI: 63.7-92.8%), sensitivity = 0.80, specificity = 0.82 and area under the curve = 0.89. Predictive values most commonly accounting for nodal points in the trees were a large proximal stone location, long stent time, large stone size and long operative time. CONCLUSION/CONCLUSIONS:Urosepsis after endourological procedures remains one of the main reasons for ICU admission. Risk factors for urosepsis are reasonably accurately predicted by our innovative ML model. Focusing on these risk factors can allow one to create predictive strategies to minimise post-operative morbidity.
PMCID:8432042
PMID: 34501335
ISSN: 2077-0383
CID: 5962842

Percutaneous Nephrolithotomy in Horseshoe Kidneys: Results of a Multicentric Study

Vicentini, Fabio Carvalho; Mazzucchi, Eduardo; Gökçe, Mehmet İlker; Sofer, Mario; Tanidir, Yiloren; Sener, Tarik Emre; de Souza Melo, Petronio Augusto; Eisner, Brian; Batter, Timothy Hunt; Chi, Thomas; Armas-Phan, Manuel; Scoffone, Cesare Marco; Cracco, Cecilia Maria; Perez, Braulio Omar Manzo; Angerri, Oriol; Emiliani, Esteban; Maugeri, Orazio; Stern, Karen; Batagello, Carlos Alfredo; Monga, Manoj
PMID: 32292038
ISSN: 1557-900x
CID: 5962172

Impact of the adherence to medical treatment on the main urinary metabolic disorders in patients with kidney stones

Manzo, Braulio Omar; Cabrera, Jose David; Emiliani, Esteban; Sánchez, Hector Manuel; Eisner, Brian Howard; Torres, Jose Ernesto
OBJECTIVE:To assess the effect of the adherence to medical treatment on urinary parameters in the 24-h metabolic study of patients with kidney stones. METHODS:A retrospective, longitudinal, descriptive, and observational study was carried out by reviewing the hospital electronic medical record from 2014 to 2018. The adherence to drug treatment was measured 6 months after its initiation, and the numerical values of the metabolic studies were compared. Wilcoxon tests were performed to compare the difference before and after treatment. RESULTS:=0.528). CONCLUSIONS:Medical treatment and dietary measures in patients with kidney stones have an initial impact at 6 months on the values of the main urinary metabolic alterations that predispose to calculi formation; the most significant is seen in those patients with adherence to medical treatment for hypocitraturia.
PMCID:8356059
PMID: 34401334
ISSN: 2214-3882
CID: 5962202

Global Variations in the Mineral Content of Bottled Still and Sparkling Water and a Description of the Possible Impact on Nephrological and Urological Diseases

Stoots, Simone J M; Kamphuis, Guido M; Geraghty, Rob; Vogt, Liffert; Henderickx, Michaël M E L; Hameed, B M Zeeshan; Ibrahim, Sufyan; Pietropaolo, Amelia; Jamnadass, Enakshee; Aljumaiah, Sahar M; Hamri, Saeed B; Ventimiglia, Eugenio; Traxer, Olivier; Gauhar, Vineet; Keller, Etienne X; De Coninck, Vincent; Durutovic, Otas; Gadzhiev, Nariman K; Dragos, Laurian B; Sener, Tarik Emre; Rukin, Nick; Talso, Michele; Kallidonis, Panagiotis; Emiliani, Esteban; Bres-Niewada, Ewa; Scotland, Kymora B; Bhojani, Naeem; Vagionis, Athanasios; Piccirilli, Angela; Somani, Bhaskar K
Kidney stone disease (KSD) is a complex disease. Besides the high risk of recurrence, its association with systemic disorders contributes to the burden of disease. Sufficient water intake is crucial for prevention of KSD, however, the mineral content of water might influence stone formation, bone health and cardiovascular (CVD) risk. This study aims to analyse the variations in mineral content of bottled drinking water worldwide to evaluate the differences and describes the possible impact on nephrological and urological diseases. The information regarding mineral composition (mg/L) on calcium, bicarbonate, magnesium, sodium and sulphates was read from the ingredients label on water bottles by visiting the supermarket or consulting the online shop. The bottled waters in two main supermarkets in 21 countries were included. The evaluation shows that on a global level the mineral composition of bottled drinkable water varies enormously. Median bicarbonate levels varied by factors of 12.6 and 57.3 for still and sparkling water, respectively. Median calcium levels varied by factors of 18.7 and 7.4 for still and sparkling water, respectively. As the mineral content of bottled drinking water varies enormously worldwide and mineral intake through water might influence stone formation, bone health and CVD risk, urologists and nephrologists should counsel their patients on an individual level regarding water intake.
PMCID:8267898
PMID: 34198985
ISSN: 2077-0383
CID: 5962822

Re: The Effect of Laser Fiber Cleave Technique and Lithotripsy Time on Power Output [Comment]

Haddad, Mattieu; Emiliani, Esteban; Traxer, Olivier
PMID: 27736196
ISSN: 1557-900x
CID: 5963242

Variations in the Mineral Content of Bottled "Still" Water Across Europe: Comparison of 182 Brands Across 10 Countries

Stoots, Simone J M; Geraghty, Rob; Kamphuis, Guido M; Jamnadass, Enakshee; Henderickx, Michael M E L; Ventimiglia, Eugenio; Traxer, Olivier; Keller, Etienne X; DeConinck, Vincent; Talso, Michele; Kallidonis, Panagiotis; Emiliani, Esteban; Bres-Niewada, Ewa; Karim, Sadaf S; Picirilli, Angela; Somani, Bhaskar K
PMID: 32762257
ISSN: 1557-900x
CID: 5962752

The Impact of Ureteroscopy following Computerized Tomography Urography in the Management of Upper Tract Urothelial Carcinoma

Gallioli, Andrea; Territo, Angelo; Mercadé, Asier; Fontana, Matteo; Boissier, Romain; Gaya, Josep Maria; Emiliani, Esteban; Sánchez-Puy, Antoni; Martínez, Maria José; Palou, Joan; Breda, Alberto
PURPOSE:We report the reliability of computerized tomography urography and ureteroscopy in the diagnosis and management of upper tract urothelial carcinoma. MATERIALS AND METHODS:From 2015 to November 2018 we prospectively collected and retrospectively analyzed 244 cases of ureteroscopy with available preoperative computerized tomography urography. Computerized tomography urography was categorized as positive, suspicious, unlikely and negative. Correspondence between imaging, ureteroscopy and histology was analyzed. The therapeutic indication, based on 2020 EAU Guidelines and patient clinical data, was recorded before and after ureteroscopy. Cohen's Kappa was used for agreement analysis. Logistic regression was used for prediction of positive ureteroscopy. RESULTS:Ureteroscopy was positive for upper tract urothelial carcinoma in 107/115 (93%), 48/77 (62.3%), 15/27 (55.6%) and 12/25 (48%) cases with positive, suspicious, unlikely and negative computerized tomography urography, respectively. On cytohistology the result was confirmed in 164/182 (90.1%) cases. The positive predictive value of a filling defect, stenosis, thickening and hydronephrosis on computerized tomography urography was 87.7% (121/138 cases), 65.6% (21/32), 69.6% (64/92) and 79.7% (59/74), respectively. On multivariate analysis a filling defect (95% CI 2.76-11.5, OR 5.63, p <0.0001) or hydronephrosis (1.04-6.18, OR 2.52, p=0.04) was associated with ureteroscopy outcome. Among cases with positive computerized tomography urography and ureteroscopy, the lesions differed in dimensions (20/107), number (14/107) and site (11/107), for a total of 45/107 (42.1%) cases. The indication of elective treatment changed after ureteroscopy in 37/76 (48.1%) cases (Kappa=0.31), as 17/28 (60.7%), 11/20 (55%) and 11/28 (39.2%) indications were confirmed for endoscopic management, ureterectomy and nephroureterectomy, respectively. CONCLUSIONS:The complementary use of computerized tomography urography and ureteroscopy in the diagnostic workup of upper tract urothelial carcinoma should be evaluated.
PMID: 32935620
ISSN: 1527-3792
CID: 5962762

Prone versus supine percutaneous nephrolithotomy: a systematic review and meta-analysis of current literature

Keller, Etienne X; DE Coninck, Vincent; Proietti, Silvia; Talso, Michele; Emiliani, Esteban; Ploumidis, Achilles; Mantica, Guglielmo; Somani, Bhaskar; Traxer, Olivier; Scarpa, Roberto M; Esperto, Francesco; ,
INTRODUCTION:Percutaneous nephrolithotomy (PNL) can be performed either in prone or supine position. This study aimed at gathering together randomized controlled trials (RCTs) comparing efficacy and safety between prone and supine PNL. EVIDENCE ACQUISITION:Systematic review of literature was conducted using the Scopus, Medline and Web of Science databases. Study selection, data extraction and quality assessment were independently assessed by two authors. Meta-analysis was performed with Review Manager 5.3. Sensitivity analyses were performed to exclude studies with high risk of bias. EVIDENCE SYNTHESIS:Pooled data from 12 studies including 1290 patients were available for analysis. Only one study was found to have overall low risk of bias. Significantly shorter operative time was found in favor of supine PNL (mean difference 13 minutes, 95% confidence interval [CI]: 3.4-22.7; P<0.01). Stone-free rate (SFR)≥14 days after surgery was significantly higher in prone PNL (odds ratio [OR]=2.15, 95% CI: 1.07-4.34; P=0.03). Significantly higher fever rate was found in prone PNL (OR=1.60, 95% CI: 1.03-2.47; P=0.04). Overall SFR, hospital stay length, complications rate, transfusions rate and blood loss, as well as non-lower calyx puncture rate, puncture attempts and tubeless intervention rate did not differ between prone and supine PNL (P>0.05). CONCLUSIONS:Efficacy of PNL seems balanced between prone and supine position, with comparable overall SFR and shorter operative time in favor of supine PNL. Safety of PNL appears in favor of supine PNL, with lower fever rate. Because of study heterogeneity and possible risks of outcome bias, results from this study should be interpreted with caution. Altogether, both prone and supine PNL account for appropriate therapy options.
PMID: 33016031
ISSN: 2724-6442
CID: 5962782

High-power, High-frequency Ho:YAG Lasers Are Essential for Retrograde Intrarenal Surgery

Emiliani, Esteban; Angerri, Oriol
Advances in Ho:YAG technology have led to the appearance of high-power and high-pulse-frequency lasers that allow a wider range of options and greater versatility when choosing settings to achieve precise and effective lithotripsy.
PMID: 32948503
ISSN: 2405-4569
CID: 5963332

Phytotherapy and Herbal Medicines for Kidney Stones

Emiliani, Esteban; Jara, Adrian; Kanashiro, Andres Koey
BACKGROUND:Kidney stones are one of the longest known and most common diseases in the urinary tract, with a prevalence that ranges from 1% to 20%. Many phytotherapeutic and herbal medicines have been described for the treatment and prevention of kidney stones. OBJECTIVE:The aim of this study was to perform a comprehensive review of publications on various phytotherapeutic and herbal medicines, including both clinical and animal studies. RESULTS:Phytotherapy may influence the risk of recurrence of calcium oxalate and uric acid stones. The most solid evidence relates to Phyllanthus niruri, one of the most studied phytotherapeutics; findings suggest that it interferes with calcium oxalate crystallization, reduces hyperoxaluria and hyperuricosuria, and increases the efficacy of shock wave lithotripsy due to reduced crystallization, without significant adverse effects. Theobromine has been shown to reduce the crystallization of uric acid in patients and appears to be a promising supplement to treat such stones. CONCLUSION:Many phytotherapeutic and herbal agents have been studied for the treatment of urolithiasis, most of them only in a small number of patients or in animal models. Further randomized clinical trials are needed to evaluate the effects of these agents on kidney stones.
PMID: 32990535
ISSN: 1873-5592
CID: 5962192