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1.
PLoS One ; 19(5): e0300367, 2024.
Article in English | MEDLINE | ID: mdl-38696458

ABSTRACT

The consequences of partial nephrectomy (PN) compared to radical nephrectomy (RN) are less documented in patients with pre-existing chronic kidney disease (CKD) or with solitary kidney (SK). We assessed renal outcomes, and their determinants, after PN or RN in a retrospective cohort of patients with moderate-to-severe CKD (RN-CKD and PN-CKD) or SK (PN-SK). All surgical procedures conducted between 2013 and 2018 in our institution in patients with pre-operative estimated glomerular filtration rate (eGFR)<60 mL/min/1.73m2 or with SK were included. The primary outcome was a composite criterion including CKD progression or major adverse cardio-vascular events (MACE) or death, assessed one year after surgery. Predictors of the primary outcome were determined using multivariate analyses. A total of 173 procedures were included (67 RN, and 106 PN including 27 SK patients). Patients undergoing RN were older, with larger tumors. Preoperative eGFR was not significantly different between the groups. One year after surgery, PN-CKD was associated with lower rate of the primary outcome compared to RN-CKD (43% vs 71% p = 0.007). In multivariate analysis, independent risk factors for the primary outcome were postoperative AKI (stage 1 to stage 3 ranging from OR = 8.68, 95% CI 3.23-23.33, to OR = 28.87, 95% CI 4.77-167.61), larger tumor size (OR = 1.21 per cm, 95% CI 1.02-1.45), while preoperative eGFR, age, sex, diabetes mellitus, and hypertension were not. Postoperative AKI after PN or RN was the major independent determinant of worse outcomes (CKD progression, MACE, or death) one year after surgery.


Subject(s)
Glomerular Filtration Rate , Nephrectomy , Renal Insufficiency, Chronic , Humans , Nephrectomy/adverse effects , Nephrectomy/methods , Male , Female , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/surgery , Renal Insufficiency, Chronic/physiopathology , Retrospective Studies , Middle Aged , Aged , Risk Factors , Kidney Neoplasms/surgery , Kidney Neoplasms/complications , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Treatment Outcome , Kidney/surgery , Kidney/physiopathology , Solitary Kidney/surgery , Solitary Kidney/complications
2.
Eur Urol Oncol ; 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38493072

ABSTRACT

BACKGROUND AND OBJECTIVE: Prostate multiparametric magnetic resonance imaging (MRI) shows high sensitivity for International Society of Urological Pathology grade group (GG) ≥2 cancers. Many artificial intelligence algorithms have shown promising results in diagnosing clinically significant prostate cancer on MRI. To assess a region-of-interest-based machine-learning algorithm aimed at characterising GG ≥2 prostate cancer on multiparametric MRI. METHODS: The lesions targeted at biopsy in the MRI-FIRST dataset were retrospectively delineated and assessed using a previously developed algorithm. The Prostate Imaging-Reporting and Data System version 2 (PI-RADSv2) score assigned prospectively before biopsy and the algorithm score calculated retrospectively in the regions of interest were compared for diagnosing GG ≥2 cancer, using the areas under the curve (AUCs), and sensitivities and specificities calculated with predefined thresholds (PIRADSv2 scores ≥3 and ≥4; algorithm scores yielding 90% sensitivity in the training database). Ten predefined biopsy strategies were assessed retrospectively. KEY FINDINGS AND LIMITATIONS: After excluding 19 patients, we analysed 232 patients imaged on 16 different scanners; 85 had GG ≥2 cancer at biopsy. At patient level, AUCs of the algorithm and PI-RADSv2 were 77% (95% confidence interval [CI]: 70-82) and 80% (CI: 74-85; p = 0.36), respectively. The algorithm's sensitivity and specificity were 86% (CI: 76-93) and 65% (CI: 54-73), respectively. PI-RADSv2 sensitivities and specificities were 95% (CI: 89-100) and 38% (CI: 26-47), and 89% (CI: 79-96) and 47% (CI: 35-57) for thresholds of ≥3 and ≥4, respectively. Using the PI-RADSv2 score to trigger a biopsy would have avoided 26-34% of biopsies while missing 5-11% of GG ≥2 cancers. Combining prostate-specific antigen density, the PI-RADSv2 and algorithm's scores would have avoided 44-47% of biopsies while missing 6-9% of GG ≥2 cancers. Limitations include the retrospective nature of the study and a lack of PI-RADS version 2.1 assessment. CONCLUSIONS AND CLINICAL IMPLICATIONS: The algorithm provided robust results in the multicentre multiscanner MRI-FIRST database and could help select patients for biopsy. PATIENT SUMMARY: An artificial intelligence-based algorithm aimed at diagnosing aggressive cancers on prostate magnetic resonance imaging showed results similar to expert human assessment in a prospectively acquired multicentre test database.

3.
World J Urol ; 41(12): 3527-3533, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37845554

ABSTRACT

PURPOSE: To assess a region-of-interest-based computer-assisted diagnosis system (CAD) in characterizing aggressive prostate cancer on magnetic resonance imaging (MRI) from patients under active surveillance (AS). METHODS: A prospective biopsy database was retrospectively searched for patients under AS who underwent MRI and subsequent biopsy at our institution. MRI lesions targeted at baseline biopsy were retrospectively delineated to calculate the CAD score that was compared to the Prostate Imaging-Reporting and Data System (PI-RADS) version 2 score assigned at baseline biopsy. RESULTS: 186 patients were selected. At baseline biopsy, 51 and 15 patients had International Society of Urological Pathology (ISUP) grade ≥ 2 and ≥ 3 cancer respectively. The CAD score had significantly higher specificity for ISUP ≥ 2 cancers (60% [95% confidence interval (CI): 51-68]) than the PI-RADS score (≥ 3 dichotomization: 24% [CI: 17-33], p = 0.0003; ≥ 4 dichotomization: 32% [CI: 24-40], p = 0.0003). It had significantly lower sensitivity than the PI-RADS ≥ 3 dichotomization (85% [CI: 74-92] versus 98% [CI: 91-100], p = 0.015) but not than the PI-RADS ≥ 4 dichotomization (94% [CI:85-98], p = 0.104). Combining CAD findings and PSA density could have avoided 47/184 (26%) baseline biopsies, while missing 3/51 (6%) ISUP 2 and no ISUP ≥ 3 cancers. Patients with baseline negative CAD findings and PSAd < 0.15 ng/mL2 who stayed on AS after baseline biopsy had a 9% (4/44) risk of being diagnosed with ISUP ≥ 2 cancer during a median follow-up of 41 months, as opposed to 24% (18/74) for the others. CONCLUSION: The CAD could help define AS patients with low risk of aggressive cancer at baseline assessment and during subsequent follow-up.


Subject(s)
Prostatic Neoplasms , Male , Humans , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Magnetic Resonance Imaging/methods , Retrospective Studies , Prospective Studies , Watchful Waiting , Diagnosis, Computer-Assisted , Computers , Image-Guided Biopsy/methods , Prostate-Specific Antigen
4.
Eur Urol Open Sci ; 56: 15-24, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37822514

ABSTRACT

Background: Adverse events induced by intravesical bacillus Calmette-Guérin (BCG) to treat high-grade non-muscle-invasive bladder cancer (NMIBC) often lead to treatment discontinuation. The EAU-RF NIMBUS trial found a reduced number of standard-dose BCG instillations to be inferior with the standard regimen. Nonetheless, it remains important to evaluate whether patients in the reduced BCG treatment arm had better quality of life (QoL) due to a possible reduction in toxicity or burden. Objective: To evaluate whether patients in the EAU-RF NIMBUS trial experienced better QoL after a reduced BCG instillation frequency. Design setting and participants: A total of 359 patients from 51 European sites were randomized to one of two treatment arms between December 2013 and July 2019. The standard frequency arm (n = 182) was 6 weeks of BCG induction followed by 3 weeks of maintenance at months 3, 6, and 12. The reduced frequency arm (n = 177) was BCG induction at weeks 1, 2, and 6, followed by maintenance instillations at weeks 1 and 3 of months 3, 6, and 12. Outcome measurements and statistical analysis: Analyses were performed using an intention-to-treat analysis and a per-protocol analysis. QoL was measured using the European Organization for Research and Treatment of Cancer (EORTC) Quality of Life Questionnaire Core 30 version 3.0 (QLQ-C30 v.03) prior to the first and last instillations of each BCG cycle. Group differences were determined using linear regression corrected for QoL at baseline. Differences in QoL over time were tested for significance using a linear mixed model. Side effects were recorded by the treating physician using a standardized form. Chi-square tests were used to compare the side-effect frequency between the arms. Results and limitations: There were no significant differences in the means of each QoL scale between the two arms. There were also no significant changes over time in all QoL domains for both arms. However, differences in the incidence of general malaise at T1 (before the last induction instillation), frequency, urgency, and dysuria at T7 (before the last maintenance instillation) were detected in favor of the reduced frequency arm. Conclusions: Reducing the BCG instillation frequency does not improve the QoL in NMIBC patients despite lower storage symptoms. Patient summary: In this study, we evaluated whether a reduction in the number of received bacillus Calmette-Guérin instillations led to better quality of life in patients with high-grade non-muscle-invasive bladder cancer. We found no difference in the quality of life between the standard and the reduced bacillus Calmette-Guérin instillation frequency. We conclude that reducing the number of instillations does not lead to better quality of life in patients with high-grade non-muscle-invasive bladder cancer.

5.
World J Urol ; 41(9): 2381-2388, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37480491

ABSTRACT

PURPOSE: Cytology and cystoscopy, the current gold standard for diagnosing urothelial carcinomas, have limits: cytology has high interobserver variability with moderate or not optimal sensitivity (particularly for low-grade tumors); while cystoscopy is expensive, invasive, and operator dependent. The VISIOCYT1 study assessed the benefit of VisioCyt® for diagnosing urothelial carcinoma. METHODS: VISIOCYT1 was a French prospective clinical trial conducted in 14 centers. The trial enrolled adults undergoing endoscopy for suspected bladder cancer or to explore the lower urinary tract. Participants were allocated either Group 1: with bladder cancer, i.e., with positive cystoscopy or with negative cystoscopy but positive cytology, or Group 2: without bladder cancer. Before cystoscopy and histopathology, slides were prepared for cytology and the VisioCyt® test from urine samples. The diagnostic performance of VisioCyt® was assessed using sensitivity (primary objective, 70% lower-bound threshold) and specificity (75% lower-bound threshold). Sensitivity was also assessed by tumor grade and T-staging. VisioCyt® and cytology performance were evaluated relative to the histopathological assessments. RESULTS: Between October 2017 and December 2019, 391 participants (170 in Group 1 and 149 in Group 2) were enrolled. VisioCyt®'s sensitivity was 80.9% (95% CI 73.9-86.4%) and specificity was 61.8% (95% CI 53.4-69.5%). In high-grade tumors, the sensitivity was 93.7% (95% CI 86.0-97.3%) and in low-grade tumors 66.7% (95% CI 55.2-76.5%). Sensitivity by T-staging, compared to the overall sensitivity, was higher in high-grade tumors and lower in low-grade tumors. CONCLUSION: VisioCyt® is a promising diagnostic tool for urothelial cancers with improved sensitivities for high-grade tumors and notably for low-grade tumors.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Adult , Humans , Carcinoma, Transitional Cell/diagnosis , Urinary Bladder Neoplasms/diagnosis , Artificial Intelligence , Prospective Studies , Cytological Techniques
6.
Microb Cell ; 10(6): 117-132, 2023 Jun 05.
Article in English | MEDLINE | ID: mdl-37275475

ABSTRACT

Toll-like receptor 3 (TLR3) is an innate immune receptor that recognizes double-stranded RNA (dsRNA) and induces inflammation in immune and normal cells to initiate anti-microbial responses. TLR3 acts also as a death receptor only in cancer cells but not in their normal counterparts, making it an attractive target for cancer therapies. To date, all of the TLR3-activating dsRNAs used at preclinical or clinical stages have major drawbacks such as structural heterogeneity, toxicity, and lack of specificity and/or efficacy. We conducted the discovery process of a new family of TLR3 agonists that are chemically manufactured on solid-phase support and perfectly defined in terms of sequence and size. A stepwise discovery process was performed leading to the identification of TL-532, a 70 base pair dsRNA that is potent without transfection reagent and is highly specific for TLR3 without activating other innate nucleic sensors such as RIG-I/MDA5, TLR7, TLR8, and TLR9. TL-532 induces inflammation in murine RAW264.7 myeloid macrophages, in human NCI-H292 lung cancer cells, and it promotes immunogenic apoptosis in tumor cells in vitro and ex vivo without toxicity towards normal primary cells. In conclusion, we identified a novel TLR3 agonist called TL-532 that has promising anticancer properties.

7.
Diagn Interv Imaging ; 104(10): 465-476, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37345961

ABSTRACT

PURPOSE: The purpose of this study was to develop and test across various scanners a zone-specific region-of-interest (ROI)-based computer-aided diagnosis system (CAD) aimed at characterizing, on MRI, International Society of Urological Pathology (ISUP) grade≥2 prostate cancers. MATERIALS AND METHODS: ROI-based quantitative models were selected in multi-vendor training (265 pre-prostatectomy MRIs) and pre-test (112 pre-biopsy MRIs) datasets. The best peripheral and transition zone models were combined and retrospectively assessed in internal (158 pre-biopsy MRIs) and external (104 pre-biopsy MRIs) test datasets. Two radiologists (R1/R2) retrospectively delineated the lesions targeted at biopsy in test datasets. The CAD area under the receiver operating characteristic curve (AUC) for characterizing ISUP≥2 cancers was compared to that of the Prostate Imaging-Reporting and Data System version2 (PI-RADSv2) score prospectively assigned to targeted lesions. RESULTS: The best models used the 25th apparent diffusion coefficient (ADC) percentile in transition zone and the 2nd ADC percentile and normalized wash-in rate in peripheral zone. The PI-RADSv2 AUCs were 82% (95% confidence interval [CI]: 74-87) and 86% (95% CI: 81-91) in the internal and external test datasets respectively. They were not different from the CAD AUCs obtained with R1 and R2 delineations, in the internal (82% [95% CI: 76-89], P = 0.95 and 85% [95% CI: 78-91], P = 0.55) and external (82% [95% CI: 74-91], P = 0.41 and 86% [95% CI:78-95], P = 0.98) test datasets. The CAD yielded sensitivities of 86-89% and 90-91%, and specificities of 64-65% and 69-75% in the internal and external test datasets respectively. CONCLUSION: The CAD performance for characterizing ISUP grade≥2 prostate cancers on MRI is not different from that of PI-RADSv2 score across two test datasets.


Subject(s)
Multiparametric Magnetic Resonance Imaging , Prostatic Neoplasms , Male , Humans , Prostate/pathology , Prostatic Neoplasms/pathology , Retrospective Studies , Magnetic Resonance Imaging , Diffusion Magnetic Resonance Imaging , Computers
8.
Insights Imaging ; 14(1): 49, 2023 Mar 20.
Article in English | MEDLINE | ID: mdl-36939970

ABSTRACT

OBJECTIVE: To assess PI-RADSv2.1 and PI-RADSv2 descriptors across readers with varying experience. METHODS: Twenty-one radiologists (7 experienced (≥ 5 years) seniors, 7 less experienced seniors and 7 juniors) assessed 240 'predefined' lesions from 159 pre-biopsy multiparametric prostate MRIs. They specified their location (peripheral, transition or central zone) and size, and scored them using PI-RADSv2.1 and PI-RADSv2 descriptors. They also described and scored 'additional' lesions if needed. Per-lesion analysis assessed the 'predefined' lesions, using targeted biopsy as reference; per-lobe analysis included 'predefined' and 'additional' lesions, using combined systematic and targeted biopsy as reference. Areas under the curve (AUCs) quantified the performance in diagnosing clinically significant cancer (csPCa; ISUP ≥ 2 cancer). Kappa coefficients (κ) or concordance correlation coefficients (CCC) assessed inter-reader agreement. RESULTS: At per-lesion analysis, inter-reader agreement on location and size was moderate-to-good (κ = 0.60-0.73) and excellent (CCC ≥ 0.80), respectively. Agreement on PI-RADSv2.1 scoring was moderate (κ = 0.43-0.47) for seniors and fair (κ = 0.39) for juniors. Using PI-RADSv2.1, juniors obtained a significantly lower AUC (0.74; 95% confidence interval [95%CI]: 0.70-0.79) than experienced seniors (0.80; 95%CI 0.76-0.84; p = 0.008) but not than less experienced seniors (0.74; 95%CI 0.70-0.78; p = 0.75). As compared to PI-RADSv2, PI-RADSv2.1 downgraded 17 lesions/reader (interquartile range [IQR]: 6-29), of which 2 (IQR: 1-3) were csPCa; it upgraded 4 lesions/reader (IQR: 2-7), of which 1 (IQR: 0-2) was csPCa. Per-lobe analysis, which included 60 (IQR: 25-73) 'additional' lesions/reader, yielded similar results. CONCLUSIONS: Experience significantly impacted lesion characterization using PI-RADSv2.1 descriptors. As compared to PI-RADSv2, PI-RADSv2.1 tended to downgrade non-csPCa lesions, but this effect was small and variable across readers.

9.
World J Urol ; 41(1): 151-157, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36451037

ABSTRACT

PURPOSE: Holmium Laser Enucleation of the Prostate (HoLEP) and Prostatic Artery Embolization (PAE) are novel techniques for the treatment of benign prostatic hyperplasia lower urinary tract symptoms (BPH-LUTS). The objective of this study was to describe and compare the functional results and complications of these two techniques at one year follow-up. MATERIALS AND METHODS: We performed a retrospective, monocentric study of all patients consecutively treated in our center with HoLEP or PAE for symptomatic or complicated BPH between January 2016 and December 2019. Data regarding patient and perioperative characteristics, follow-up biological results, functional questionnaires and uroflowmetry were collected from medical records. RESULTS: A total of 490 and 57 patients were treated with HoLEP and PAE, respectively. The demographic and clinical characteristics of the two groups were similar. The operative time was significantly higher for PAE (p < 0.001) and hospitalization time longer after HoLEP (p = 0.0006). The urinary catheterization time was longer after PAE (p < 0.001). The prostatic volume treated was higher with HoLEP than with PAE (56% versus 26%, p < 0.001). The mean difference in IPSS from baseline to 12 months was significantly higher after HoLEP than after PAE: - 17.58 versus - 8 (p < 0.001). The mean difference in QoL-IPSS from baseline to 12 months was significantly higher after HoLEP: - 4.09 versus - 2.27 (p < 0.001). The rate of postoperative adverse events in the first three months was similar between the two groups:35% after HoLEP and 33% after PAE (p = 0.88). CONCLUSIONS: HoLEP and PAE both significantly improved BPH-LUTS, with HoLEP having an advantage over PAE.


Subject(s)
Embolization, Therapeutic , Laser Therapy , Lasers, Solid-State , Lower Urinary Tract Symptoms , Prostatic Hyperplasia , Male , Humans , Prostate/surgery , Prostatic Hyperplasia/surgery , Prostatic Hyperplasia/complications , Lasers, Solid-State/therapeutic use , Retrospective Studies , Quality of Life , Treatment Outcome , Laser Therapy/methods , Lower Urinary Tract Symptoms/therapy , Lower Urinary Tract Symptoms/complications , Holmium
10.
Cytopathology ; 33(6): 716-724, 2022 11.
Article in English | MEDLINE | ID: mdl-36004492

ABSTRACT

BACKGROUND: The ThinPrep® Imaging System (TIS) is a Food and Drug Administration-approved review system for cervical cytopathology, where it has been shown to increase performance over manually reviewed slides. Application of the TIS to urinary cytology has only been reported in a single study, in 2013. METHODS: We aimed to compare the agreement of two cytotechnologists' and a pathologist's manual screening (dots) with the fields of view (FOVs) selected by the TIS. We also aimed to track cases in which the TIS could identify missed abnormals and reduce the false-negative fraction. Electronically marked TIS fields (EMTFs) suspicious for high-grade urothelial carcinoma (SHGUC) were controlled by follow-up cystoscopy and histology, where available. RESULTS: A total of 826 consecutive specimens were studied. Of those, 94 (11.4%) were unreadable by the TIS. There were 710 possible comparisons, of which 380 (53.5%) received no dot after manual screening. Of the 330 remaining slides, 149 (45.1%) had at least one dot matching with the TIS FOVs. After TIS reading, EMTFs were noted in 13 of 636 (2.0%) negative cytology cases. Surveillance showed that 3/13 (23.1%, 0.4% of the 710 possible comparisons) of those cases matched with high grade urothelial carcinoma (HGUC), whereas 6/13 (46.1%, 0.8% of the 710 possible comparisons) had negative follow-up at 24 months, and 4/13 (30.8%) were lost for follow-up. CONCLUSION: The TIS increases the detection rate of SHGUC cells, potentially leading to a slight decrease in the false-negative fraction, but at the expense of a slight but larger increase in the number of false-positive cases. These findings stress the importance of a careful approach to the evaluation of the FOVs.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Urologic Neoplasms , Carcinoma, Transitional Cell/diagnosis , Carcinoma, Transitional Cell/pathology , Cystoscopy , Cytodiagnosis/methods , Humans , Hyperplasia/pathology , Mass Screening , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/pathology , Urologic Neoplasms/pathology , Urothelium/pathology
11.
Eur Urol Focus ; 8(6): 1643-1649, 2022 11.
Article in English | MEDLINE | ID: mdl-35300937

ABSTRACT

BACKGROUND: Non-muscle-invasive bladder cancer (NMIBC) is one of the most expensive cancers owing to frequent follow-up cystoscopies for detection of recurrence. OBJECTIVE: To assess if the noninvasive ADXBLADDER urine test could permit a less intensive surveillance schedule for patients with low-grade (LG) pTa tumor without carcinoma in situ (CIS) at the previous diagnosis. DESIGN, SETTING, AND PARTICIPANTS: In a prospective, double-blind, multicenter study, 629 patients underwent follow-up cystoscopy, transurethral resection of bladder tumor/biopsy of suspect lesions, and ADXBLADDER testing. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Diagnostic test accuracy and decision curve analysis were used to evaluate the impact of ADXBLADDER on decision-making on whether to perform follow-up cystoscopy. The primary endpoint was the negative predictive value (NPV) of ADXBLADDER for detection of high-grade and/or CIS (HG/CIS) recurrence and its impact on reducing unnecessary cystoscopies. RESULTS AND LIMITATIONS: ADXBLADDER had sensitivity of 66.7% (95% confidence interval [CI] 34.9-90.1%) and an NPV of 99.15% (95% CI 97.8-99.8%) for detection of HG/CIS recurrence. The probability of HG/CIS recurrence was 5.0% for ADXBLADDER-positive patients and 0.85% for ADXBLADDER-negative patients. For HG/CIS recurrence threshold probabilities between 0.85% and 5.0%, ADXBLADDER yields a net benefit with omission of cystoscopy for ADXBLADDER-negative patients. The corresponding net reduction in unnecessary cystoscopies ranges from 11 to 62 per 100 patients. CONCLUSIONS: Patients with LG pTa tumor at the previous diagnosis, for which the risk of HG/CIS recurrence is low and the ADXBLADDER NPV for ruling out HG/CIS recurrence is 99.15%, are ideally suited for a less intensive, personalized follow-up surveillance strategy using ADXBLADDER, with omission of cystoscopy for ADXBLADDER-negative patients. PATIENT SUMMARY: ADXBLADDER is a urine test that can predict the probability of recurrence of bladder cancer. Patients diagnosed with low-grade cancer confined to the bladder mucosa are ideally suited for less intensive follow-up using this test, which could reduce unnecessary cystoscopy procedures for those with a negative result, potentially improve quality of life, and reduce overall health care costs.


Subject(s)
Non-Muscle Invasive Bladder Neoplasms , Quality of Life , Humans , Prospective Studies
12.
Eur Radiol ; 32(5): 3248-3259, 2022 May.
Article in English | MEDLINE | ID: mdl-35001157

ABSTRACT

OBJECTIVE: To train and to test for prostate zonal segmentation an existing algorithm already trained for whole-gland segmentation. METHODS: The algorithm, combining model-based and deep learning-based approaches, was trained for zonal segmentation using the NCI-ISBI-2013 dataset and 70 T2-weighted datasets acquired at an academic centre. Test datasets were randomly selected among examinations performed at this centre on one of two scanners (General Electric, 1.5 T; Philips, 3 T) not used for training. Automated segmentations were corrected by two independent radiologists. When segmentation was initiated outside the prostate, images were cropped and segmentation repeated. Factors influencing the algorithm's mean Dice similarity coefficient (DSC) and its precision were assessed using beta regression. RESULTS: Eighty-two test datasets were selected; one was excluded. In 13/81 datasets, segmentation started outside the prostate, but zonal segmentation was possible after image cropping. Depending on the radiologist chosen as reference, algorithm's median DSCs were 96.4/97.4%, 91.8/93.0% and 79.9/89.6% for whole-gland, central gland and anterior fibromuscular stroma (AFMS) segmentations, respectively. DSCs comparing radiologists' delineations were 95.8%, 93.6% and 81.7%, respectively. For all segmentation tasks, the scanner used for imaging significantly influenced the mean DSC and its precision, and the mean DSC was significantly lower in cases with initial segmentation outside the prostate. For central gland segmentation, the mean DSC was also significantly lower in larger prostates. The radiologist chosen as reference had no significant impact, except for AFMS segmentation. CONCLUSIONS: The algorithm performance fell within the range of inter-reader variability but remained significantly impacted by the scanner used for imaging. KEY POINTS: • Median Dice similarity coefficients obtained by the algorithm fell within human inter-reader variability for the three segmentation tasks (whole gland, central gland, anterior fibromuscular stroma). • The scanner used for imaging significantly impacted the performance of the automated segmentation for the three segmentation tasks. • The performance of the automated segmentation of the anterior fibromuscular stroma was highly variable across patients and showed also high variability across the two radiologists.


Subject(s)
Deep Learning , Prostate , Algorithms , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Pelvis , Prostate/diagnostic imaging
13.
Eur Urol Focus ; 8(5): 1226-1237, 2022 09.
Article in English | MEDLINE | ID: mdl-34172421

ABSTRACT

BACKGROUND: Delay in treatment is a prognostic factor in muscle-invasive bladder cancer. OBJECTIVE: To evaluate clinical outcomes associated with delays in diagnosis and treatment for patients with non-muscle invasive bladder cancer (NMIBC). DESIGN, SETTING, AND PARTICIPANTS: In this retrospective study we analyzed data for patients treated at our center between November 2008 and December 2016 for intermediate risk (IR) or high risk (HR) NMIBC with an additional intravesical treatment. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Time delays from diagnosis to first transurethral resection (TT-TUR), from resection to restaging resection (TT-reTUR), and from the last resection to first instillation (TT-INST) of bacillus Calmette-Guérin (BCG) or mitomycin C (MMC) were documented. To identify the interval of time from which recurrence rates significantly increased, we used nonparametric series regression. Recurrence-free survival (RFS) and progression-free survival for patients in each time delay category were compared using the Kaplan-Meier method. Factors associated with tumor recurrence were analyzed in a multivariable model. RESULTS AND LIMITATIONS: A total of 434 patients were included, of whom 168 (38.7%) had IR and 266 (61.3%) had HR NMIBC. Among the patients, 34.6% had reTUR, 63.6% received BCG, and 36.4% received MMC. The median TT-TUR, TT-reTUR, and TT-INST was 4.0 wk, 6.5 wk, and 7.0 wk, respectively. At 40 mo the rate of recurrence was 28.4% and the rate of progression was 7.3%. Nonparametric analysis revealed that each week in delay increased the risk of recurrence, starting from week 6 for TT-TUR for IR and HR cases, and starting from week 7 for TT-INST for IR cases. RFS was significantly lower with TT-TUR > 6 wk among patients in the IR (p < 0.001) and HR (p = 0.04) groups, and with TT-INST >7 wk for patients in the IR group (p = 0.001). TT-reTUR >7 wk had a significant negative impact on progression (p < 0.017). Multivariable analysis revealed that for IR and HR cases, multifocality (p = 0.02 and p = 0.007) and TT-TUR >6 wk (p = 0.001 and p = 0.03) were independent predictors of recurrence, while TT-INST >7 wk predicted recurrence (p = 0.04) for IR NMIBC. CONCLUSIONS: Our results suggest that delays of >6 wk to first TUR in IR and HR NMIBC, and >7 wk to first instillation in IR cases are associated with increases in the risk of recurrence. TT-reTUR of >7 wk is also associated with higher risk of progression. PATIENT SUMMARY: We evaluated the impact of treatment delays on outcomes for patients with intermediate- and high-risk bladder cancer not invading the bladder wall muscle. We found that delays from diagnosis to first bladder resection, from first resection to repeat resection, and from last resection to bladder instillation treatment increase the rates of cancer recurrence and progression. The medical team should avoid delays in treatment, even for low-grade bladder cancer.


Subject(s)
Urinary Bladder Neoplasms , Humans , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/surgery , Retrospective Studies , Prognosis , BCG Vaccine/therapeutic use , Time-to-Treatment , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/pathology , Neoplasm Invasiveness , Mitomycin/therapeutic use
14.
BJU Int ; 129(3): 356-363, 2022 03.
Article in English | MEDLINE | ID: mdl-33751774

ABSTRACT

OBJECTIVE: To explore the utility of artificial intelligence (AI) using the VisioCyt® test (VitaDX International, Rennes, France) to improve diagnosis of bladder carcinoma using voided urine cytology. PATIENTS AND METHODS: A national prospective multicentre trial (14 centres) was conducted on 1360 patients, divided in two groups. The first group included bladder carcinoma diagnosis with different histological grades and stages, and the second group included control patients based on negative cystoscopy and cytology results. The first step of this VISIOCYT1 trial focussed on algorithm development and the second step on validating this algorithm. A total of 598 patients were included in this first step, 449 patients with bladder tumours (219 high-grade and 230 low-grade) and 149 as negative controls. The VisioCyt test was compared to voided urine cytology performed by experienced uro-pathologists from each centre. RESULTS: Overall sensitivity was highly improved by the VisioCyt test compared to cytology (84.9% vs 43%). For high-grade tumours the VisioCyt test sensitivity was 92.6% vs 61.1% for the uro-pathologists. Regarding low-grade tumours, VisioCyt test sensitivity was 77% vs 26.3% for the uro-pathologists. CONCLUSION: In comparison to routine cytology, the results of the first phase of the VISIOCYT1 trial show very clear progress in terms of sensitivity, which is particularly visible and interesting for low-grade tumours. If the validation cohort confirms these results, it could lead to the VisioCyt test being considered as a very useful aid for pathologists. Moreover, as this test is in fact software based on AI, it should become more and more efficient as more data are collected.


Subject(s)
Carcinoma, Transitional Cell , Carcinoma , Urinary Bladder Neoplasms , Artificial Intelligence , Biomarkers, Tumor , Carcinoma/diagnosis , Carcinoma, Transitional Cell/diagnosis , Cystoscopy , Female , Humans , Male , Prospective Studies , Sensitivity and Specificity , Urinary Bladder/pathology , Urinary Bladder Neoplasms/pathology , Urine
15.
Eur Urol ; 82(1): 34-46, 2022 07.
Article in English | MEDLINE | ID: mdl-34955291

ABSTRACT

CONTEXT: A large proportion of patients with non-muscle-invasive bladder cancer (NMIBC) fall in the gap between bacillus Calmette-Guérin (BCG)-naïve and BCG-unresponsive disease. As multiple therapeutic agents move into this gray area, there is a critical need to define the disease state and establish recommendations for optimal trial design. OBJECTIVE: To develop a consensus on optimal trial design for patients with BCG-exposed NMIBC, defined as high-grade recurrence after BCG treatment that does not meet the criteria for BCG-unresponsive disease. EVIDENCE ACQUISITION: We conducted a literature review using the Cochrane Library, Medline, and Embase and a review of clinical trials in ClinicalTrials.gov as a basis to generate consensus recommendations for clinical trial design in BCG-exposed NMIBC. EVIDENCE SYNTHESIS: BCG-exposed NMIBC encompasses BCG resistance (presence of high-grade Ta or carcinoma in situ [CIS] at 3-mo evaluation after induction BCG) and delayed relapse. Randomized controlled trials are required to compare experimental therapies to a control arm receiving additional BCG, although ongoing BCG shortages may impact our ability to follow an optimal trial design. A placebo should be used in combination with BCG if the treatment arm includes BCG plus a study drug. Trials will either need to separate patients with and without CIS into two cohorts, or stratify by the presence of CIS at the time of randomization. If two cohorts are used, the primary endpoint for CIS patients should be complete response within a predetermined time. The primary endpoint in a cohort with Ta/T1 only, or if a single combined cohort is used, should be the duration of event-free survival. Suggested efficacy thresholds and corresponding sample sizes are provided. CONCLUSIONS: The International Bladder Cancer Group has developed recommendations regarding definitions, endpoints, and clinical trial design for BCG-exposed NMIBC to encourage uniformity among studies in this disease state. PATIENT SUMMARY: Our consensus provides a precise definition of the disease state for bladder cancer not invading the bladder muscle and exposed to bacillus Calmette-Guérin (BCG) treatment. Clear guidance for conducting optimal clinical trials in this disease setting was established and we believe that this will promote further progress in this field.


Subject(s)
Carcinoma in Situ , Urinary Bladder Neoplasms , Adjuvants, Immunologic/therapeutic use , Administration, Intravesical , BCG Vaccine/therapeutic use , Carcinoma in Situ/drug therapy , Carcinoma in Situ/pathology , Clinical Trials as Topic , Humans , Muscles/pathology , Neoplasm Invasiveness , Neoplasm Recurrence, Local/drug therapy , Randomized Controlled Trials as Topic , Urinary Bladder/pathology , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/pathology
16.
IJU Case Rep ; 4(1): 5-9, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33426486

ABSTRACT

INTRODUCTION: Pelvic lymphocele is the most common complication of pelvic lymph node dissection after radical prostatectomy. Management of symptomatic pelvic lymphocele begins with percutaneous drainage, followed by sclerotherapy or surgical marsupialization and more recently, lymphatic embolization. In this article, we show the feasibility and results of two lymphatic embolization after prostatectomy with lymph node dissection. CASE PRESENTATION: We decided to perform lymphatic embolization in two patients with persistent symptomatic pelvic lymphocele, after percutaneous drainage. This was done through inguinal lymph node puncture using Lipiodol and N-butyl cyanoacrylate glue injection. Drainage removal was done on the day after the procedure and clinical recovery was maintained at follow-up visits, 3 and 4 months later, in both patients. Computed tomography at 6 and 10 weeks after embolization showed the disappearance of the lymphocele. CONCLUSION: Our two case reports support the promising results of lymphatic embolization in this pathology.

17.
Cancers (Basel) ; 14(1)2021 Dec 22.
Article in English | MEDLINE | ID: mdl-35008192

ABSTRACT

This article presents the protective measures put in place at the "Institut de Cancérologie des Hospices de Lyon" (IC-HCL) during the first wave of the COVID-19 pandemic in France (spring 2020) and how they impacted IC-HCL clinical activity. Spring 2020 activities were compared to winter 2019-2020. Results showed a decrease of activity of 9% for treatment dispensations, 17% for multidisciplinary team meetings, 20% for head and neck and thoracic surgeries, and 58% for new patient enrolment in clinical trials. Characteristics of patients treated for solid cancer and hospitalized for COVID-19 during spring 2020 were collected in a retrospective study. Mortality was attributed to COVID-19 for half of the cases, 82% being patients above 70 and 73% being stage IV. This is in concordance with current findings concluding that the risk of developing severe or critical symptoms of COVID-19 is correlated with factors co-occurring in cancer patients and not to the cancer condition per se. While a number of routines and treatment regimens were changed, there was no major decline in numbers of treatments conducted at the IC-HCL during the first wave of the COVID-19 pandemic that hit France between March and May 2020, except for clinical trials and some surgery activities.

18.
Eur Urol Focus ; 7(1): 111-116, 2021 01.
Article in English | MEDLINE | ID: mdl-31005491

ABSTRACT

BACKGROUND: Between 2013 and 2016, global production of bacillus Calmette-Guérin (BCG) was dramatically reduced due to the collapse of the factory producing BCG Connaught. OBJECTIVE: To evaluate the clinical and economic impact of BCG shortage on a cohort of non-muscle-invasive bladder cancer (NMIBC) patients treated during the period of restricted supply. DESIGN, SETTING AND PARTICIPANTS: This retrospective, before and after, cost-consequence study included patients with intermediate- and high-risk NMIBC. Those resected between November 2011 and September 2013 (control group) were compared with those resected between October 2013 and December 2016 (study group). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary endpoint was the rate of tumor recurrence from 30 d after transurethral resection to the end of follow-up at 24 mo; the secondary endpoints included the average cost of primary treatment, average cost of treatment of recurrence, and excess cost due to BCG shortage per patient. RESULTS AND LIMITATIONS: A total of 402 patients were included: 191 in the control group and 211 in the study group. The rate of recurrence at 24 mo was significantly higher in the study group than in the control group (46.9% vs 16.2%; relative risk: 0.7, 95% confidence interval [0.60; 0.82]; p < 0.001). The increased cost due to the decrease in BCG production was estimated to be €783 per patient with a new diagnosis of NMIBC during the period of restricted supply. This is a retrospective analysis at the level of our unit. A more precise evaluation would require a study of a larger cohort of patients. CONCLUSIONS: The shortage of BCG between October 2013 and December 2016 had a significant medical and economic impact; there was an increased rate of bladder cancer recurrence, and the total cost of care for intermediate- and high-risk NMIBC was higher. PATIENT SUMMARY: In this report, we analyzed the medical and economic impact of bacillus Calmette-Guérin (BCG) shortage that occurred between 2013 and 2016. We found a significant increase of bladder cancer recurrence and progression, and an increase in the number of patients who had to be treated by cystectomy. BCG shortage also had a significant impact on the total cost. Since there are no alternatives to BCG for high-risk non-muscle-invasive bladder cancer patients, BCG production has to be maintained by any means.


Subject(s)
Adjuvants, Immunologic/supply & distribution , Adjuvants, Immunologic/therapeutic use , BCG Vaccine/economics , BCG Vaccine/supply & distribution , Neoplasm Recurrence, Local/epidemiology , Urinary Bladder Neoplasms/drug therapy , BCG Vaccine/administration & dosage , Humans , Retrospective Studies , Treatment Outcome , Urinary Bladder Neoplasms/mortality , Urinary Bladder Neoplasms/pathology
19.
BJU Int ; 127(2): 198-204, 2021 02.
Article in English | MEDLINE | ID: mdl-32745350

ABSTRACT

OBJECTIVE: To compare directly the performance of the ADXBLADDER test with that of cytology in the detection of non-muscle-invasive bladder cancer (NMIBC) recurrences. BACKGROUND: ADXBLADDER is a urine test based on the detection of MCM5, a DNA licensing factor expressed in all cells capable of dividing. Expression is usually restricted to the basal stem cell compartment; however, in malignancy, MCM5-expressing cells can be found throughout the epithelium. Detection of MCM5 in urine sediment can be indicative of the presence of a bladder tumour. PATIENTS AND METHODS: A multicentre prospective, blinded study was carried out from August 2017 and July 2019 at 21 European Union centres, 14 of which collected matching cytology data. Urine was collected from patients prior to cystoscopy. Urine cytology and ADXBLADDER were performed and compared to the diagnosis obtained by cystoscopy. The performance of cytology and ADXBLADDER were then compared. RESULTS: The overall performance of ADXBLADDER demonstrated a sensitivity of 51.9%, a specificity of 66.4%, and a negative predictive value (NPV) of 92%. The sensitivity of ADXBLADDER for low- and high-grade recurrences was 44.1% and 58.8%, respectively. By contrast, cytology sensitivity was 16.7%, specificity was 98% and NPV was 90.7%. Cytology sensitivity for both low- and high-grade disease was 17.6%. CONCLUSIONS: ADXBLADDER detection of both low- and high-grade NMIBC recurrence is superior to that of cytology, with ADXBLADDER able to exclude the presence of high-grade recurrence in 97.8% of cases compared to 97.1% with cytology. These results show that ADXBLADDER has promise as a more reliable alternative to urine cytology in the follow-up of NMIBC.


Subject(s)
Cystoscopy/methods , Urinalysis/methods , Urinary Bladder Neoplasms/urine , Aged , Biomarkers, Tumor/urine , Female , Follow-Up Studies , Humans , Male , Prospective Studies , Reproducibility of Results , Urinary Bladder Neoplasms/diagnosis
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