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1.
Mod Pathol ; 37(11): 100563, 2024 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-39025402

RESUMEN

The biopsy Gleason score is an important prognostic marker for prostate cancer patients. It is, however, subject to substantial variability among pathologists. Artificial intelligence (AI)-based algorithms employing deep learning have shown their ability to match pathologists' performance in assigning Gleason scores, with the potential to enhance pathologists' grading accuracy. The performance of Gleason AI algorithms in research is mostly reported on common benchmark data sets or within public challenges. In contrast, many commercial algorithms are evaluated in clinical studies, for which data are not publicly released. As commercial AI vendors typically do not publish performance on public benchmarks, comparison between research and commercial AI is difficult. The aims of this study are to evaluate and compare the performance of top-ranked public and commercial algorithms using real-world data. We curated a diverse data set of whole-slide prostate biopsy images through crowdsourcing containing images with a range of Gleason scores and from diverse sources. Predictions were obtained from 5 top-ranked public algorithms from the Prostate cANcer graDe Assessment (PANDA) challenge and 2 commercial Gleason grading algorithms. Additionally, 10 pathologists (A.C., C.R., J.v.I., K.R.M.L., P.R., P.G.S., R.G., S.F.K.J., T.v.d.K., X.F.) evaluated the data set in a reader study. Overall, the pairwise quadratic weighted kappa among pathologists ranged from 0.777 to 0.916. Both public and commercial algorithms showed high agreement with pathologists, with quadratic kappa ranging from 0.617 to 0.900. Commercial algorithms performed on par or outperformed top public algorithms.

2.
World J Urol ; 41(9): 2381-2388, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37480491

RESUMEN

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.


Asunto(s)
Carcinoma de Células Transicionales , Neoplasias de la Vejiga Urinaria , Adulto , Humanos , Carcinoma de Células Transicionales/diagnóstico , Neoplasias de la Vejiga Urinaria/diagnóstico , Inteligencia Artificial , Estudios Prospectivos , Técnicas Citológicas
3.
Eur Radiol ; 33(4): 2821-2829, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-36422645

RESUMEN

OBJECTIVES: Initial pelvic lymph node (LN) staging is pivotal for treatment planification in patients with muscle-invasive bladder cancer (MIBC), but [18F]FDG PET/CT provides insufficient and variable diagnostic performance. We aimed to develop and validate a machine-learning-based combination of criteria on [18F]FDG PET/CT to accurately identify pelvic LN involvement in bladder cancer patients. METHODS: Consecutive patients with localized MIBC who performed preoperative [18F]FDG PET/CT between 2010 and 2017 were retrospectively assigned to training (n = 129) and validation (n = 44) sets. The reference standard was the pathological status after extended pelvic LN dissection. In the training set, a random forest algorithm identified the combination of criteria that best predicted LN status. The diagnostic performances (AUC) and interrater agreement of this combination of criteria were compared to a consensus of experts. RESULTS: The overall prevalence of pelvic LN involvement was 24% (n = 41/173). In the training set, the top 3 features were derived from pelvic LNs (SUVmax of the most intense LN, and product of diameters of the largest LN) and primary bladder tumor (product of diameters). In the validation set, diagnostic performance did not differ significantly between the combination of criteria (AUC = 0.59 95%CI [0.43-0.73]) and the consensus of experts (AUC = 0.64 95%CI [0.48-0.78], p = 0.54). The interrater agreement was equally good with Κ = 0.66 for both. CONCLUSION: The developed machine-learning-based combination of criteria performs as well as a consensus of experts to detect pelvic LN involvement on [18F]FDG PET/CT in patients with MIBC. KEY POINTS: • The developed machine-learning-based combination of criteria performs as well as experts to detect pelvic LN involvement on [18F]FDG PET/CT in patients with muscle-invasive bladder cancer. • The top 3 features to predict LN involvement were the SUVmax of the most intense LN, the product of diameters of the largest LN, and the product of diameters of the primary bladder tumor.


Asunto(s)
Tomografía Computarizada por Tomografía de Emisión de Positrones , Neoplasias de la Vejiga Urinaria , Humanos , Fluorodesoxiglucosa F18 , Radiofármacos , Estudios Retrospectivos , Metástasis Linfática/diagnóstico por imagen , Metástasis Linfática/patología , Estadificación de Neoplasias , Neoplasias de la Vejiga Urinaria/diagnóstico , Ganglios Linfáticos/diagnóstico por imagen , Ganglios Linfáticos/patología
4.
BJU Int ; 129(3): 356-363, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-33751774

RESUMEN

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.


Asunto(s)
Carcinoma de Células Transicionales , Carcinoma , Neoplasias de la Vejiga Urinaria , Inteligencia Artificial , Biomarcadores de Tumor , Carcinoma/diagnóstico , Carcinoma de Células Transicionales/diagnóstico , Cistoscopía , Femenino , Humanos , Masculino , Estudios Prospectivos , Sensibilidad y Especificidad , Vejiga Urinaria/patología , Neoplasias de la Vejiga Urinaria/patología , Orina
5.
World J Urol ; 39(5): 1345-1355, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33141317

RESUMEN

PURPOSE: While immunotherapy has become an increasingly attractive strategy in patients with urothelial bladder cancer, the need for a biomarker to identify patients whose cancer is the most likely to respond has never been more crucial. This review systematically evaluates evidence regarding PD-L1 as a predictive biomarker of response to anti-PD(L)1 monoclonal antibodies in patients with urothelial bladder carcinoma, and discusses its current limits in routine clinical practice. METHODS: We performed a critical review of PubMed/Medline according to the Preferred Reporting Items for Systematic Review and Meta-analyses (PRISMA) statement. Prospective clinical trials evaluating anti-PD(L)1 monoclonal antibodies in urothelial bladder carcinoma together with retrospective studies evaluating PD-L1 expression in patients with bladder cancer were included. RESULTS: Evidence data related to PD-L1 as a predictive biomarker of response to immune checkpoint blockade monotherapy across clinical trials are detailed in this review. The different companion diagnostic assays, and the methods for PD-L1 scoring in urothelial bladder carcinoma are reported. Additionally, the issues related to the implementation of PD-L1 testing in clinical practice are discussed. CONCLUSIONS: PD-(L)1 monoclonal antibodies atezolizumab and pembrolizumab are restricted to patients with PD-L1 positive status in the first-line setting in patients with advanced or metastatic urothelial bladder carcinoma who are ineligible to cisplatin-based chemotherapy. Importantly, the use of anti-PD(L)1 mAb in the other clinical settings is not based on PD-L1 status, but rather on patients' clinical characteristics. Further identification of biomarkers with high negative predictive value will also be of utmost importance to identify patients who may not respond to such immunotherapies.


Asunto(s)
Antígeno B7-H1/análisis , Biomarcadores de Tumor/análisis , Carcinoma de Células Transicionales/química , Carcinoma de Células Transicionales/diagnóstico , Neoplasias de la Vejiga Urinaria/química , Neoplasias de la Vejiga Urinaria/diagnóstico , Carcinoma de Células Transicionales/terapia , Humanos , Neoplasias de la Vejiga Urinaria/terapia
6.
Prostate ; 79(3): 272-280, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30370569

RESUMEN

BACKGROUND: Currently, there is no consensus regarding the expected concentration levels of intra-prostatic sex steroids in patients with Prostate Cancer (PCa). Our objective was to assess the concentration levels of sex steroids in prostatic tissue and serum, in two cohorts of patients with localized PCa or benign prostatic hyperplasia (BPH). METHODS: Between September 2014 and January 2017, men selected for radical cystectomy (for bladder cancer) or open prostatectomy (for BPH), and men selected for radical prostatectomy for localized PCa were included. Blood samples were collected at baseline before surgery, and steroid concentrations were assessed following the recommendations of the Endocrine Society. Intra-prostatic samples were collected from fresh surgical samples, and assessed by gas chromatography and mass spectrometry (GC/MS). Permanova analysis was performed. Analyses were adjusted for age, prostate weight, and prostate-specific antigen (PSA) level. RESULTS: A total of 73 patients (41 patients with PCa and 32 patients with BPH) were included in this study. Patients with PCa were younger, and had smaller prostate volumes with higher levels of PSA. The levels of Total Testosterone (TT), Di-Hydro-Testosterone (DHT), and Estradiol (E2) in the serum were not significantly different between PCa and BPH. In PCa tissue, TT concentrations were significantly lower (0.11 ng/g vs 0.47 ng/g, P = 0.0002), however its derivative E2 had significantly higher concentrations (31.0 ng/g vs 22.3 ng/g, P = 0.01). DHT tissue concentrations were not significantly different between the two groups (5.55 ng/g vs 5.42 ng/g, P = 0.70). Intra-prostatic TT concentrations were significantly lower in the peripheral zone than in the central zone for the CaP group (0.07 ng/g vs 0.15 ng/g, P = 0.004). CONCLUSIONS: Patients with PCa had lower intra-prostatic TT and higher E2 concentrations levels compared to the patients with BPH. PCa seem to consume more TT and produce more E2, especially in the peripheral zone.


Asunto(s)
Hormonas Esteroides Gonadales/sangre , Hormonas Esteroides Gonadales/metabolismo , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/metabolismo , Anciano , Cistectomía , Dihidrotestosterona/sangre , Dihidrotestosterona/metabolismo , Estradiol/sangre , Estradiol/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Prostatectomía , Hiperplasia Prostática/sangre , Hiperplasia Prostática/metabolismo , Neoplasias de la Próstata/cirugía , Testosterona/sangre , Testosterona/metabolismo , Neoplasias de la Vejiga Urinaria/sangre , Neoplasias de la Vejiga Urinaria/metabolismo , Neoplasias de la Vejiga Urinaria/cirugía
7.
Eur Radiol ; 29(8): 4286-4293, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30666449

RESUMEN

OBJECTIVES: Preoperative 18F-fluoro-2-deoxy-D-glucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) is controversial to assess lymph node (LN) staging in patients with invasive bladder cancer. We proposed to use the maximum standardized uptake value (SUVmax) associated with axial-based LN size to improve the detection of regional LN metastasis. METHODS: From May 2015 to May 2017, we prospectively included patients with urothelial bladder cancer who underwent radical cystectomy with extended pelvic LN dissection. All patients underwent preoperative 18F-FDG PET/CT staging before surgery. The gold standard comparator was the pathological examination of resected LNs. The data were reported on a regional per area- and patient-based model according to SUVmax values and axial-based LN size criteria. RESULTS: In total, 1012 LNs were identified in 61 patients with clinically localized invasive bladder cancer who underwent radical cystectomy and extended pelvic LN dissection. Loco-regional involvement of 24 LN areas was confirmed in 17 patients. In per area analysis, diagnostic accuracy of PET/CT and CT alone were respectively 84% and 78% (p = 0.039). On patient-based analysis, combined PET/CT correctly classified pelvic LN status in 5/61 (+ 8%) additional patients using optimal thresholds compared to CT alone, with accuracies of 82% and 74%, respectively (p = 0.13). CONCLUSION: Combining SUVmax and axial-based LN size criteria using 18F-FDG PET/CT improved the diagnostic accuracy for preoperative LN staging in patients with invasive bladder cancer, in per area analysis. KEY POINTS: • Combining metabolical and morphological features using18F-FDG PET/CT improves the detection of malignant lymph node in patients with bladder cancer. • 18 F-FDG PET/CT may help for initial staging of patients with muscle invasive bladder cancer.


Asunto(s)
Fluorodesoxiglucosa F18/farmacología , Ganglios Linfáticos/diagnóstico por imagen , Estadificación de Neoplasias , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Neoplasias de la Vejiga Urinaria/diagnóstico , Anciano , Anciano de 80 o más Años , Cistectomía , Femenino , Humanos , Metástasis Linfática , Masculino , Persona de Mediana Edad , Pelvis , Periodo Preoperatorio , Radiofármacos/farmacología , Neoplasias de la Vejiga Urinaria/secundario , Neoplasias de la Vejiga Urinaria/cirugía
8.
Prostate ; 77(15): 1512-1519, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28905453

RESUMEN

BACKGROUND: The specific involvement of the sex steroids in the growth of the prostatic tissue remains unclear. Sex steroid concentrations in plasma and in fresh surgical samples of benign central prostate were correlated to prostate volume. METHODS: Monocentric prospective study performed between September 2014 and January 2017. Age, obesity parameters, and both serum and intraprostatic concentrations of sex steroids were collected complying with the latest Endocrine Society guidelines and the steroids assessed by GC/MS. Statistical calculations were adjusted for age and body mass index (BMI). RESULTS: Thirty-two patients, equally divided between normal- and high-volume prostate groups, were included in the analysis. High-volume prostate patients were older, heavier and had higher BMI. Comparison adjusted for age and BMI showed higher DHT concentrations in high-volume prostate. Both normal- and high-volume prostate tissues concentrate sex steroids in a similar way. Comparison of enzymatic activity surrogate marker ratios within tissue highlighted similar TT/E1 and TT/E2 ratios, and higher DHT/E1 ratio and lower DHT/PSA ratio in the high-volume prostates. CONCLUSIONS: STERPROSER trial provides evidence for higher DHT concentration in highvolume prostates, that could reflect either higher 5-alpha reductase expression or lower expression of downstream metabolizing enzymes such as 3a-hydoxysteroid dehydrogenase.


Asunto(s)
Hormonas Esteroides Gonadales/sangre , Hormonas Esteroides Gonadales/metabolismo , Próstata/metabolismo , Anciano , Androstenodiol/sangre , Androstenodiol/metabolismo , Índice de Masa Corporal , Deshidroepiandrosterona/sangre , Deshidroepiandrosterona/metabolismo , Sulfato de Deshidroepiandrosterona/sangre , Sulfato de Deshidroepiandrosterona/metabolismo , Dihidrotestosterona/sangre , Dihidrotestosterona/metabolismo , Estradiol/sangre , Estradiol/metabolismo , Estrona/sangre , Estrona/metabolismo , Cromatografía de Gases y Espectrometría de Masas , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Hiperplasia Prostática/sangre , Hiperplasia Prostática/metabolismo , Hiperplasia Prostática/cirugía , Testosterona/sangre , Testosterona/metabolismo , Neoplasias de la Vejiga Urinaria/sangre , Neoplasias de la Vejiga Urinaria/metabolismo , Neoplasias de la Vejiga Urinaria/cirugía
9.
Urol Int ; 99(2): 156-161, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28391284

RESUMEN

BACKGROUND: We aim to correlate multiparametric magnetic resonance imaging (mpMRI) of the prostate reporting (Prostate Imaging Reporting and Data System [PI-RADS] version 2) with the Gleason score into both radical prostatectomy (RP) specimen and MRI fusion-targeted biopsies (FTB). METHODS: mpMRI of 74 patients who underwent an RP after FTB were retrospectively reviewed. The Gleason score distribution was compared according to the PI-RADS score using the Kruskal-Wallis test. Results were compared to those of the mpMRI-guided biopsy of the same anatomical zone. For comparison, 903 RP specimen and their corresponding classical biopsies were also reviewed. Cohen's kappa concordance test was used to compare biopsies and prostatectomy specimen analyses. RESULTS: An exact match between Gleason grade in RP specimen and FTB was found in 62% of the cases. There was no significant difference in Gleason score ≤7 (3 + 4) vs. ≥7 (4 + 3) distribution according to the PI-RADS scores (p = 0.096). Overall, Kappa coefficients were similar with MRI-targeted biopsies compared to classical biopsies (κ = 0.378, 95% CI [0.194-0.563], and κ = 0.316, 95% CI [0.259-0.374], respectively). CONCLUSIONS: PI-RADS score was not associated with significant differences regarding Gleason score distribution within target. Moreover, concordance of Gleason score in both MRI-targeted and classical biopsies with those within target in RP specimen was weak.


Asunto(s)
Técnicas de Apoyo para la Decisión , Imagen por Resonancia Magnética , Clasificación del Tumor , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/patología , Anciano , Biopsia , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Prostatectomía , Neoplasias de la Próstata/cirugía , Estudios Retrospectivos
10.
Lancet Oncol ; 16(6): 676-85, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25979595

RESUMEN

BACKGROUND: The likelihood of tumour recurrence after nephrectomy in localised clear cell renal cell carcinoma is well characterised by clinical and pathological parameters. However, these assessments can be improved and personalised by the addition of molecular characteristics of each patient's tumour. We aimed to develop and validate a prognostic multigene signature to improve prediction of recurrence risk in clear cell renal cell carcinoma. METHODS: In the development stage, we investigated the association between expression of 732 genes, measured by reverse-transcription PCR, and clinical outcome in 942 patients with stage I-III clear cell renal cell carcinoma who had undergone a nephrectomy at the Cleveland Clinic (OH, USA). 516 genes were associated with recurrence-free interval. 11 of these genes were selected by further statistical analyses, and were combined with five reference genes (ie, 16 genes in total), from which a recurrence score algorithm was developed. The recurrence score was then validated in an independent cohort of 626 patients from France with stage I-III clear cell renal cell carcinoma who had also undergone nephrectomy. The association between the recurrence score and the risk of recurrence and cancer-specific survival in the first 5 years after surgery was assessed using Cox proportional hazard regression, stratified by tumour stage (stage I vs stage II vs III). FINDINGS: In our primary univariate analysis, the continuous recurrence score (median 37, IQR 31-45) was significantly associated with recurrence-free interval (hazard ratio 3·91 [95% CI 2·63-5·79] for a 25-unit increase in score, p<0·0001). In multivariable analyses, the recurrence score was significantly associated with the risk of tumour recurrence (hazard ratio per 25-unit increase in the score 3·37 [95% CI 2·23-5·08], p<0·0001) after stratification by stage and adjustment for tumour size, grade, or Leibovich score. The recurrence score was able to identify a clinically significant number of both high-risk stage I and low-risk stage II-III patients. A heterogeneity study on separate samples showed little to no intratumoural variability among the 16 genes. INTERPRETATION: Our findings validate the recurrence score as a predictor of clinical outcome in patients with stage I-III clear cell renal cell carcinoma, providing a more accurate and individualised risk assessment beyond existing clinical and pathological parameters. FUNDING: Genomic Health Inc and Pfizer Inc.


Asunto(s)
Carcinoma de Células Renales/genética , Proteínas de Neoplasias/biosíntesis , Recurrencia Local de Neoplasia/genética , Pronóstico , Anciano , Carcinoma de Células Renales/patología , Carcinoma de Células Renales/cirugía , Supervivencia sin Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , Recurrencia Local de Neoplasia/cirugía , Estadificación de Neoplasias , Nefrectomía
11.
World J Urol ; 33(12): 1973-8, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25939539

RESUMEN

PURPOSE: Positive surgical margins (PSMs) after radical prostatectomy (RP) are a known factor associated with biochemical recurrence (BCR) and raise the issue of adjuvant treatment by radiotherapy versus salvage treatment at recurrence. To help this choice, our study aimed to analyze BCR-free survival and factors associated with BCR in patients with PSM and undetectable postoperative prostate-specific antigen (PSA). METHODS: Between 2005 and 2008, 630 patients had RP for localized prostate cancer in our center. We included patients with PSM, uninvaded nods, undetectable postoperative PSA and no adjuvant treatment. The 5-year BCR-free survival was calculated using Kaplan-Meier method. Logistic regression models were used to determine the factors associated with BCR in univariate and multivariate analyses (Cox model). RESULTS: The PSM rate was 32.7 % (n = 206 patients), and 110 patients corresponded to the inclusion criteria. The median follow-up was 72 months. The BCR rate was 30 % with a 5-year BCR-free survival of 83.9 %. The factors significantly associated with BCR were preoperative PSA, predominance and percentage of Gleason 4, tumor volume, PSM length and predominance of Gleason 4 at the margin. In the multivariate analysis, the remaining two significant factors were PSM length [OR 4.35, 95 % CI (1.011-1.421), p = 0.037] and tumor volume [OR 4.29, 95 % CI (1.011-1.483), p = 0.038]. CONCLUSION: Over a 5-year follow-up, only one-third of patients experienced BCR. It might be reasonable to postpone adjuvant radiotherapy for patients with PSM and undetectable PSA after RP. Tumor volume and PSM length were associated with BCR and should be taken into account in the postoperative treatment management.


Asunto(s)
Recurrencia Local de Neoplasia/patología , Prostatectomía , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/cirugía , Anciano , Terapia Combinada , Supervivencia sin Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/epidemiología , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/mortalidad , Estudios Retrospectivos , Factores de Riesgo , Resultado del Tratamiento
12.
Fr J Urol ; 34(7-8): 102659, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38825320

RESUMEN

BACKGROUND: Advances in chromatography and mass spectrometry have allowed us to develop a novel technique for measuring intraprostatic hormone concentrations directly on prostate needle biopsies, rather than using traditional punch excision. This has significant clinical implications as intraprostatic dihydrotestosterone and testosterone levels could help monitor prostate growth, neoplasia and castration resistance. METHODS: Patients undergoing radical cystoprostatectomy for bladder cancer were prospectively included. Each prostate specimen received one 90mg punch excision and six needle biopsies. Intraprostatic hormones were dosed through gas chromatography-mass spectrometry. RESULTS: We included twenty patients, of which eleven were incidentally diagnosed with prostate cancer; four had ISUP 1 (20%) and seven had ISUP 2 (35%). The prostate biopsy technique was unable to obtain measures for testosterone, Delta-4-androsterone and androstenedione. Tissue concentrations of DHEA, DHT, E1 and E2 can be obtained with no significant difference from the reference established on a punch from a single biopsy core sample. CONCLUSIONS: Our study demonstrates that intraprostatic concentrations of DHEA, DHT, E1 and E2 can be measured without significant difference from the reference established on a single punch excision. This finding opens the way to research on the interactions between endocrinology and prostate oncogenesis and particularly on the mechanisms of resistance to hormone therapies in vivo.


Asunto(s)
Próstata , Neoplasias de la Próstata , Humanos , Masculino , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/cirugía , Próstata/patología , Próstata/cirugía , Próstata/metabolismo , Anciano , Persona de Mediana Edad , Estudios Prospectivos , Cromatografía de Gases y Espectrometría de Masas/métodos , Dihidrotestosterona/metabolismo , Deshidroepiandrosterona/análisis , Deshidroepiandrosterona/administración & dosificación , Biopsia con Aguja/métodos , Testosterona/análisis , Estradiol/análisis
13.
Eur Urol Oncol ; 2024 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-39209681

RESUMEN

BACKGROUND AND OBJECTIVE: Failure rates after first-line treatment of localized prostate cancer (PCa) treatment remain high; therefore, it is essential to improve the selection and identification of at-risk patients to reduce mortality. The aim of the ANDROCAN study was to evaluate the biochemical recurrence (BCR) in patients with localized PCa treated by total prostatectomy at 5 yr after surgery, according to their presurgery gonadal status. METHODS: A prospective cohort study was conducted including 1318 patients undergoing total prostatectomy for localized PCa with a 5-yr postoperative follow-up. Clinical and hormonal data (assays of total testosterone [TT], bioavailable testosterone [BT], dihydrotestosterone, estrone, and estradiol were performed by gas chromatography/mass spectrometry) as well as metabolic syndrome parameters were collected at baseline before surgery. Pathological data (predominant Gleason grade 4 and stage) were collected and cross-referenced centrally. Factors associated with BCR were assessed by a multivariate analysis, and BCR-free survival was assessed by a Kaplan-Meier analysis. KEY FINDINGS AND LIMITATIONS: Among the 1318 patients, 237 had BCR of PCa. Considering demographic characteristics, populations with and without BCR were similar. However, patients with BCR had cancers with a higher Gleason score (p = 0.0001) and higher prostate-specific antigen (PSA) values (p = 0.0005) at baseline. Gleason score, pT >3a, and PSA level at baseline were positively correlated with BCR (p < 0.0001, p < 0.0001, and p = 0.0048, respectively), while BT and TT levels were not associated with BCR. This study includes patients with varying clinical characteristics, such as cancer history and metabolic syndrome, introducing variability that makes it challenging to isolate the specific effects of gonadal status on BCR. Another limitation is the lack of evaluation of long-term BCR beyond 5 yr, potentially overlooking recurrences that occur between 5 and 15 yr after surgery. This could lead to an underestimation of the actual long-term recurrence rates. CONCLUSIONS AND CLINICAL IMPLICATIONS: Overall, PSA levels, high Gleason score, and pT >3a are associated with a greater likelihood of disease recurrence following initial treatment and could serve as important prognostic indicators for predicting the risk of BCR. In this prospective study, biochemical hypogonadism was not associated with a higher occurrence of BCR within 5 yr of prostatectomy. The biological gonadal status of preoperative patients could potentially be useful for therapeutic decisions but does not provide an indication for the oncological follow-up. PATIENT SUMMARY: Five-year follow up of patients after surgery showed that there is no association between hypogonadism (low levels of total testosterone and bioavailable testosterone) and cancer recurrence. However, cancer recurrence seems to be more associated with aggressiveness of cancer at the time of detection.

15.
J Exp Clin Cancer Res ; 42(1): 333, 2023 Dec 06.
Artículo en Inglés | MEDLINE | ID: mdl-38057799

RESUMEN

BACKGROUND: In addition to anti-PD(L)1, anti-CTLA-4 and anti-LAG-3, novel immune checkpoint proteins (ICP)-targeted antibodies have recently failed to demonstrate significant efficacy in clinical trials. In these trials, patients were enrolled without screening for drug target expression. Although these novel ICP-targeted antibodies were expected to stimulate anti-tumor CD8 + T-cells, the rationale for their target expression in human tumors relied on pre-clinical IHC stainings and transcriptomic data, which are poorly sensitive and specific techniques for assessing membrane protein expression on immune cell subsets. Our aim was to describe ICP expression on intratumoral T-cells from primary solid tumors to better design upcoming neoadjuvant cancer immunotherapy trials. METHODS: We prospectively performed multiparameter flow cytometry and single-cell RNA sequencing (scRNA-Seq) paired with TCR sequencing on freshly resected human primary tumors of various histological types to precisely determine ICP expression levels within T-cell subsets. RESULTS: Within a given tumor type, we found high inter-individual variability for tumor infiltrating CD45 + cells and for T-cells subsets. The proportions of CD8+ T-cells (~ 40%), CD4+ FoxP3- T-cells (~ 40%) and CD4+ FoxP3+ T-cells (~ 10%) were consistent across patients and indications. Intriguingly, both stimulatory (CD25, CD28, 4-1BB, ICOS, OX40) and inhibitory (PD-1, CTLA-4, PD-L1, CD39 and TIGIT) checkpoint proteins were predominantly co-expressed by intratumoral CD4+FoxP3+ T-cells. ScRNA-Seq paired with TCR sequencing revealed that T-cells with high clonality and high ICP expressions comprised over 80% of FoxP3+ cells among CD4+ T-cells. Unsupervised clustering of flow cytometry and scRNAseq data identified subsets of CD8+ T-cells and of CD4+ FoxP3- T-cells expressing certain checkpoints, though these expressions were generally lower than in CD4+ FoxP3+ T-cell subsets, both in terms of proportions among total T-cells and ICP expression levels. CONCLUSIONS: Tumor histology alone does not reveal the complete picture of the tumor immune contexture. In clinical trials, assumptions regarding target expression should rely on more sensitive and specific techniques than conventional IHC or transcriptomics. Flow cytometry and scRNAseq accurately characterize ICP expression within immune cell subsets. Much like in hematology, flow cytometry can better describe the immune contexture of solid tumors, offering the opportunity to guide patient treatment according to drug target expression rather than tumor histological type.


Asunto(s)
Linfocitos T CD8-positivos , Neoplasias , Humanos , Subgrupos de Linfocitos T , Receptores de Antígenos de Linfocitos T , Neoplasias/genética , Neoplasias/metabolismo
16.
BJU Int ; 110(1): 43-9, 2012 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-22221521

RESUMEN

UNLABELLED: Study Type - Diagnostic (exploratory cohort) Level of Evidence 2b What's known on the subject? and What does the study add? PCA3 scores correlate to numerous histoprognostic factors, specifically tumour volume and positive surgical margins. These results may have a clinical impact in the near future on the selection of patients eligible to undergo active surveillance and nerve-sparing surgery. OBJECTIVE: To assess correlations between Prostate CAncer gene 3 (PCA3) levels and pathological features of radical prostatectomy (RP) specimens, which define cancer aggressiveness. PATIENTS AND METHODS: After digital rectal examination (DRE), first-catch urine was collected from 160 patients with localized prostate cancer. The PCA3 score was calculated using the Gene Probe Progensa(™) assay. PCA3 scores were then correlated to the pathological features of the RP specimens. RESULTS: PCA3 scores correlated significantly with tumour volume (r= 0.34, P < 0.01). A PCA3 score of >35 was an independent predictor in a multivariate analysis of a tumour volume >0.5 mL (odds ratio [OR] 2.7, P= 0.04). It was also an independent predictor of positive surgical margins (OR 2.4, P= 0.04). Receiver-operator characteristic curves indicated PCA3 as the most accurate predictor of positive margins (area under the curve [AUC] 0.62), in addition to a positive biopsy percentage (AUC 0.52). There was also a significant difference in the mean PCA3 score between Gleason score patient groups (6 vs ≥ 7) and pathological stage groups (pT0/2 vs pT3/4). CONCLUSIONS: PCA3 scores correlate to numerous histoprognostic factors, specifically tumour volume and positive surgical margins. These results may have a clinical impact in the near future on the selection of patients eligible to undergo active surveillance and nerve-sparing surgery.


Asunto(s)
Antígenos de Neoplasias/genética , Antígenos de Neoplasias/orina , Prostatectomía , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Adulto , Anciano , Biomarcadores de Tumor/orina , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/cirugía , Neoplasias de la Próstata/orina
17.
Urol Oncol ; 40(1): 12.e1-12.e11, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34429252

RESUMEN

BACKGROUND: Plasmacytoid urothelial carcinoma (UC) is a rare pathological variant of UC with low chemotherapeutic sensitivity and dismal outcomes. The molecular and immune profiles of such tumors remain poorly investigated. METHODS: Herein, we investigated the phenotypical features of a cohort of plasmacytoid UC (n=32) by comparison to a control group of conventional high-grade UC with matched clinicopathological characteristics (n=30). Histopathological analysis included the following antibodies: p63, GATA3, CK5/6, CK20 and HER2. In addition, the density of intra-tumor CD8+ lymphocytes, and PD-L1 expression in tumor (TC) and immune cells (IC) were evaluated. RESULTS: Plasmacytoid UC expressed GATA3 (97% vs 86% P=0.18), CK20 (59% vs 36% P=0.08) markers and showed a significantly higher rate of HER2 overexpression (2+ and 3+ score: 25% vs 0%, P<0.01) compared to controls. A significantly lower expression of CK5/6 (22% vs 56%, P<0.05) and p63 (41% vs 80%, P<0.05) was observed in plasmacytoid UC compared to controls. The density of tumor-infiltrating CD8+ cells was similar between plasmacytoid and conventional UC (P=0.9). PD-L1 expression on IC was similar compared to conventional UC (P=0.3). CONCLUSIONS: Together, our study demonstrated that plasmacytoid UC belong to the luminal subtype and display a rather inflamed microenvironment similar to conventional UC. These data support the inclusion of plasmacytoid variant of UC in clinical trials evaluating immune checkpoint inhibitors monotherapy or combination immunotherapeutic strategies.


Asunto(s)
Antígeno B7-H1 , Linfocitos T CD8-positivos , Carcinoma de Células Transicionales/inmunología , Carcinoma de Células Transicionales/patología , Neoplasias de la Vejiga Urinaria/patología , Adulto , Anciano , Anciano de 80 o más Años , Antígeno B7-H1/biosíntesis , Carcinoma de Células Transicionales/clasificación , Carcinoma de Células Transicionales/metabolismo , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias de la Vejiga Urinaria/inmunología , Neoplasias de la Vejiga Urinaria/metabolismo
18.
J Clin Invest ; 132(12)2022 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-35503263

RESUMEN

Patients with high-risk, nonmuscle-invasive bladder cancer (NMIBC) frequently relapse after standard intravesical bacillus Calmette-Guérin (BCG) therapy and may have a dismal outcome. The mechanisms of resistance to such immunotherapy remain poorly understood. Here, using cancer cell lines, freshly resected human bladder tumors, and samples from cohorts of patients with bladder cancer before and after BCG therapy, we demonstrate 2 distinct patterns of immune subversion upon BCG relapse. In the first pattern, intracellular BCG infection of cancer cells induced a posttranscriptional downregulation of HLA-I membrane expression via inhibition of autophagy flux. Patients with HLA-I-deficient cancer cells following BCG therapy had a myeloid immunosuppressive tumor microenvironment (TME) with epithelial-mesenchymal transition (EMT) characteristics and dismal outcomes. Conversely, patients with HLA-I-proficient cancer cells after BCG therapy presented with CD8+ T cell tumor infiltrates, upregulation of inflammatory cytokines, and immune checkpoint-inhibitory molecules. The latter patients had a very favorable outcome. We surmise that HLA-I expression in bladder cancers at relapse following BCG does not result from immunoediting but rather from an immune subversion process directly induced by BCG on cancer cells, which predicts a dismal prognosis. HLA-I scoring of cancer cells by IHC staining can be easily implemented by pathologists in routine practice to stratify future treatment strategies for patients with urothelial cancer.


Asunto(s)
Mycobacterium bovis , Neoplasias de la Vejiga Urinaria , Administración Intravesical , Vacuna BCG/uso terapéutico , Humanos , Inmunidad , Inmunoterapia , Recurrencia Local de Neoplasia/metabolismo , Microambiente Tumoral , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/patología
19.
Cancer Discov ; 12(10): 2280-2307, 2022 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-35929803

RESUMEN

Biomarkers guiding the neoadjuvant use of immune-checkpoint blockers (ICB) are needed for patients with localized muscle-invasive bladder cancers (MIBC). Profiling tumor and blood samples, we found that follicular helper CD4+ T cells (TFH) are among the best therapeutic targets of pembrolizumab correlating with progression-free survival. TFH were associated with tumoral CD8 and PD-L1 expression at baseline and the induction of tertiary lymphoid structures after pembrolizumab. Blood central memory TFH accumulated in tumors where they produce CXCL13, a chemokine found in the plasma of responders only. IgG4+CD38+ TFH residing in bladder tissues correlated with clinical benefit. Finally, TFH and IgG directed against urothelium-invasive Escherichia coli dictated clinical responses to pembrolizumab in three independent cohorts. The links between tumor infection and success of ICB immunomodulation should be prospectively assessed at a larger scale. SIGNIFICANCE: In patients with bladder cancer treated with neoadjuvant pembrolizumab, E. coli-specific CXCL13 producing TFH and IgG constitute biomarkers that predict clinical benefit. Beyond its role as a biomarker, such immune responses against E. coli might be harnessed for future therapeutic strategies. This article is highlighted in the In This Issue feature, p. 2221.


Asunto(s)
Neoplasias de la Vejiga Urinaria , Antígeno B7-H1 , Quimiocina CXCL13 , Escherichia coli , Humanos , Inhibidores de Puntos de Control Inmunológico/farmacología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Inmunoglobulina G , Músculos , Terapia Neoadyuvante , Receptor de Muerte Celular Programada 1 , Linfocitos T Colaboradores-Inductores , Resultado del Tratamiento , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
20.
Eur Urol Focus ; 7(5): 1075-1083, 2021 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-33463527

RESUMEN

BACKGROUND: The current pathological tumour-node-metastasis (pTNM) classification for upper tract urothelial carcinoma (UTUC) does not include any risk stratification of pT3 renal pelvicalyceal tumours. OBJECTIVE: To assess the prognostic impact of pT3 subclassification in a multicentre cohort of patients with UTUC of the renal pelvicalyceal system undergoing radical nephroureterectomy (RNU). DESIGN, SETTING, AND PARTICIPANTS: Data from all consecutive patients treated with RNU for pT3 renal pelvicalyceal UTUC at 14 French centres from 1995 to 2013 were reviewed retrospectively. INTERVENTION: A central pathology review (CPR) was used to stratify pT3 patients into those with infiltration of the renal parenchyma on a microscopic level (pT3a) versus those with infiltration of the renal parenchyma visible on gross inspection of the resection specimen and/or invasion of peripelvic fat (pT3b). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Inverse probability weighting (IPW)-adjusted Cox regression analyses were used to compare recurrence-free survival (RFS) and cancer-specific survival (CSS) between pT3a and pT3b patients. RESULTS AND LIMITATIONS: Overall, 202 patients were included and further stratified into pT3a (n = 98; 48.5%) and pT3b (n = 104; 51.5%) subgroups. Median time to follow-up in the weighted population was 68 (interquartile range, 50-95) mo. In IPW-adjusted Cox regression analyses, pT3b versus pT3a substage was associated with a significant adverse effect on RFS (hazard ratio [HR] = 2.02; 95% confidence interval [CI] = [1.36-3.01]; p < 0.001) and CSS (HR = 1.84; 95% CI = [1.20-2.82]; p = 0.005). The study is limited by its retrospective design. CONCLUSIONS: Using IPW-adjusted analyses after the CPR, we observed that RNU patients with pT3b renal pelvicalyceal UTUC had adverse prognosis as compared with those with pT3a disease. As such, this subclassification could help refine the current pTNM system for UTUC. PATIENT SUMMARY: In this report, we looked at the prognostic interest of stratifying patients with pT3 renal pelvicalyceal upper tract urothelial carcinoma based on the extent of local invasion. We found that those with extensive infiltration (pT3b) had adverse prognosis as compared with those with limited infiltration (pT3a). This information could be provided on pathology reports to further guide clinical decision making.


Asunto(s)
Carcinoma de Células Transicionales , Neoplasias Renales , Neoplasias de la Vejiga Urinaria , Carcinoma de Células Transicionales/patología , Humanos , Neoplasias Renales/patología , Estadificación de Neoplasias , Nefroureterectomía , Pronóstico , Puntaje de Propensión , Estudios Retrospectivos , Neoplasias de la Vejiga Urinaria/patología
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