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1.
BJU Int ; 133(2): 214-222, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37803523

RESUMEN

OBJECTIVE: To evaluate the predictive capability of the pre- and post-pembrolizumab Vesical Imaging-Reporting and Data System (VI-RADS) to identify ypT0N0 or ypT≤1N0 response in muscle-invasive bladder cancer (MIBC) within the PURE-01 trial (ClinicalTrials.gov identifier: NCT02736266). PATIENTS AND METHODS: Patients were staged with bladder multiparametric magnetic resonance imaging (mpMRI) before and after treatment (three cycles of pembrolizumab) prior to radical cystectomy (RC). Logistic regression models were used to analyse the pre- and post- pembrolizumab VI-RADS against ypT≤1N0 and ypT0N0 response. The VI-RADS scores were dichotomised between 0 and 3 (0 = no evidence of disease) and 4-5. Event-free survival (EFS) and overall survival (OS) analyses were performed. Comprehensive genomic profiling and transcriptome-wide expression profiling data were matched with the VI-RADS scores. RESULTS: In total, 110 patients underwent centrally reviewed scans (N = 220 mpMRI), treated between February 2017 and July 2020. Both pre- and post-pembrolizumab VI-RADS 0-3 scores were the only significant covariates that predicted the ypT≤1N0 endpoint in multivariable analyses, and the strongest effect was seen with post-pembrolizumab VI-RADS 0-3 predicting the ypT≤1N0 response (P < 0.001). The area under the curve for this model was 0.90. Post-pembrolizumab VI-RADS 0-3 also predicted a longer EFS (P < 0.001) and OS (P = 0.044). The scores of several gene signatures from baseline tumours differed between the pre-pembrolizumab VI-RADS 0-3 and 4-5 categories. CONCLUSION: Post-pembrolizumab VI-RADS scores are strongly associated with pathological downstaging and survival. VI-RADS scores were also characterised by distinct biomarker features. These results indicate that the VI-RADS is emerging as an important tool for designing next-generation trials for MIBC.


Asunto(s)
Anticuerpos Monoclonales Humanizados , Neoplasias de la Vejiga Urinaria , Vejiga Urinaria , Humanos , Vejiga Urinaria/patología , Terapia Neoadyuvante , Invasividad Neoplásica/patología , Neoplasias de la Vejiga Urinaria/diagnóstico por imagen , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/patología , Músculos/patología , Imagen por Resonancia Magnética/métodos , Estudios Retrospectivos
2.
J Pers Med ; 13(7)2023 Jul 22.
Artículo en Inglés | MEDLINE | ID: mdl-37511785

RESUMEN

Stability analysis remains a fundamental step in developing a successful imaging biomarker to personalize oncological strategies. This study proposes an in silico contour generation method for simulating segmentation variations to identify stable radiomic features. Ground-truth annotation provided for the whole prostate gland on the multi-parametric MRI sequences (T2w, ADC, and SUB-DCE) were perturbed to mimic segmentation differences observed among human annotators. In total, we generated 15 synthetic contours for a given image-segmentation pair. One thousand two hundred twenty-four unfiltered/filtered radiomic features were extracted applying Pyradiomics, followed by stability assessment using ICC(1,1). Stable features identified in the internal population were then compared with an external population to discover and report robust features. Finally, we also investigated the impact of a wide range of filtering strategies on the stability of features. The percentage of unfiltered (filtered) features that remained robust subjected to segmentation variations were T2w-36% (81%), ADC-36% (94%), and SUB-43% (93%). Our findings suggest that segmentation variations can significantly impact radiomic feature stability but can be mitigated by including pre-filtering strategies as part of the feature extraction pipeline.

3.
Eur Radiol ; 32(12): 8617-8628, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35678860

RESUMEN

OBJECTIVES: In the Cancer Core Europe Consortium (CCE), standardized biomarkers are required for therapy monitoring oncologic multicenter clinical trials. Multiparametric functional MRI and particularly diffusion-weighted MRI offer evident advantages for noninvasive characterization of tumor viability compared to CT and RECIST. A quantification of the inter- and intraindividual variation occurring in this setting using different hardware is missing. In this study, the MRI protocol including DWI was standardized and the residual variability of measurement parameters quantified. METHODS: Phantom and volunteer measurements (single-shot T2w and DW-EPI) were performed at the seven CCE sites using the MR hardware produced by three different vendors. Repeated measurements were performed at the sites and across the sites including a traveling volunteer, comparing qualitative and quantitative ROI-based results including an explorative radiomics analysis. RESULTS: For DWI/ADC phantom measurements using a central post-processing algorithm, the maximum deviation could be decreased to 2%. However, there is no significant difference compared to a decentralized ADC value calculation at the respective MRI devices. In volunteers, the measurement variation in 2 repeated scans did not exceed 11% for ADC and is below 20% for single-shot T2w in systematic liver ROIs. The measurement variation between sites amounted to 20% for ADC and < 25% for single-shot T2w. Explorative radiomics classification experiments yield better results for ADC than for single-shot T2w. CONCLUSION: Harmonization of MR acquisition and post-processing parameters results in acceptable standard deviations for MR/DW imaging. MRI could be the tool in oncologic multicenter trials to overcome the limitations of RECIST-based response evaluation. KEY POINTS: • Harmonizing acquisition parameters and post-processing homogenization, standardized protocols result in acceptable standard deviations for multicenter MR-DWI studies. • Total measurement variation does not to exceed 11% for ADC in repeated measurements in repeated MR acquisitions, and below 20% for an identical volunteer travelling between sites. • Radiomic classification experiments were able to identify stable features allowing for reliable discrimination of different physiological tissue samples, even when using heterogeneous imaging data.


Asunto(s)
Imagen de Difusión por Resonancia Magnética , Neoplasias , Humanos , Imagen de Difusión por Resonancia Magnética/métodos , Imagen por Resonancia Magnética , Fantasmas de Imagen , Neoplasias/diagnóstico por imagen , Europa (Continente) , Reproducibilidad de los Resultados
4.
Urol Oncol ; 40(1): 10.e1-10.e6, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34147313

RESUMEN

INTRODUCTION: Advances in neoadjuvant therapy for patients with localized, nonmetastatic, upper tract urothelial carcinoma (UTUC) is needed. PATIENTS AND METHODS: PURE-02 was a feasibility study enrolling individuals with UTUC, at clinical stage N0M0, with high-risk features according to the modified European Association of Urology definition, based on the presence of either: high-grade disease, multifocality, tumor size ≥2 cm, and/or hydronephrosis. The treatment consisted of 3 courses of 200 mg pembrolizumab, intravenously, every 3 weeks, followed by radical nephroureterectomy (RNU). The endpoints were to assess the safety, pathological responses, and biomarkers. RESULTS: Ten patients were enrolled between August 2018 and November 2020, 9 (90%) completed the neoadjuvant course. One treatment-related death occurred as a complication of severe myocarditis, myasthenia gravis, hepatitis and myositis. One (14.3%) patient achieved a clinical complete response and refused to undergo RNU. Two (20%) had disease progression and received subsequent chemotherapy, prior to RNU. Overall, 7 patients underwent RNU: one (14.3%) achieved an ypT1N0 response, although this patient was reported to have a cT1 tumor at baseline imaging. The remaining patients were nonresponders. Circulating tumor DNA assay did not identify patients likely to achieve a complete pathologic response. CONCLUSION: Single-agent neoadjuvant pembrolizumab did not appear to be a promising treatment strategy for patients with biomarker-unselected, high-risk localized UTUC.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Antineoplásicos Inmunológicos/uso terapéutico , Carcinoma de Células Transicionales/tratamiento farmacológico , Carcinoma de Células Transicionales/cirugía , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/cirugía , Nefroureterectomía , Neoplasias Ureterales/tratamiento farmacológico , Neoplasias Ureterales/cirugía , Anciano , Anciano de 80 o más Años , Terapia Combinada , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Periodo Preoperatorio , Medición de Riesgo
5.
Front Neurosci ; 15: 759659, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-35002600

RESUMEN

Mutations in Fused-in-Sarcoma (FUS) gene involving the nuclear localization signal (NLS) domain lead to juvenile-onset Amyotrophic Lateral Sclerosis (ALS). The mutant protein mislocalizes to the cytoplasm, incorporating it into Stress Granules (SG). Whether SGs are the first step to the formation of stable FUS-containing aggregates is still unclear. In this work, we used acute and chronic stress paradigms to study the SG dynamics in a human SH-SY5Y neuroblastoma cell line carrying a deletion of the NLS domain of the FUS protein (homozygous: ΔNLS-/-; heterozygous: ΔNLS+/-). Wild-type (WT) cells served as controls. We evaluated the subcellular localization of the mutant protein through immunoblot and immunofluorescence, in basal conditions and after acute stress and chronic stress with sodium arsenite (NaAsO2). Cells were monitored for up to 24 h after rescue. FUS was expressed in both nucleus and cytoplasm in the ΔNLS+/- cells, whereas it was primarily cytoplasmic in the ΔNLS-/-. Acute NaAsO2 exposure induced SGs: at rescue,>90% of ΔNLS cells showed abundant FUS-containing if compared to less than 5% of the WT cells. The proportion of FUS-positive SGs remained 15-20% at 24 h in mutant cells. Cycloheximide did not abolish the long-lasting SGs in mutant cells. Chronic exposure to NaAsO2 did not induce significant SGs formation. A wealth of research has demonstrated that ALS-associated FUS mutations at the C-terminus facilitate the incorporation of the mutant protein into SGs. We have shown here that mutant FUS-containing SGs tend to fail to dissolve after stress, facilitating a liquid-to-solid phase transition. The FUS-containing inclusions seen in the dying motor neurons might therefore directly derive from SGs. This might represent an attractive target for future innovative therapies.

6.
Eur Urol Oncol ; 4(5): 829-833, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-32605888

RESUMEN

Interim data from the PURE-01 study, using pembrolizumab before radical cystectomy in muscle-invasive bladder cancer (MIBC), suggested that multiparametric magnetic resonance imaging (mpMRI) was able to predict the pathologic response. Owing to the availability of novel effective therapies in MIBC, the possibility to assess tumor response easily has become exceedingly important. The primary objective of the present study was to evaluate the association between individual and combined MRI sequences, and the pathologic response in the final PURE-01 population. Images were internally evaluated and the diagnostic performance was analyzed for separate sequences, along with their combination. From February 2017 to December 2019, 143 patients were enrolled in PURE-01, and 123 with suitable paired imaging assessments before and after pembrolizumab tests (N = 246 mpMRI in total) were analyzed in relation to the pathologic response. The area under the curve (AUC) of the combination of all sequences to predict ypT0ypN0 response was 0.74. By excluding dynamic contrast enhancement (DCE) assessment, the AUC was 0.74. When looking at ypT1/a/is ypN0 response, the AUC was 0.87 in both cases. Without DCE, 95% of patients with no evidence of disease resulted in ypT1/a/is ypN0 and 65% ypT0ypN0 responders. In conclusion, the final results confirmed the reliability of mpMRI and suggested the opportunity to avoid intravenous gadolinium contrast to personalize bladder-sparing strategies in radiologically complete responders. PATIENT SUMMARY: We evaluated the reliability of multiparametric bladder magnetic resonance imaging to predict the pathologic response to pembrolizumab administered before radical cystectomy in muscle-invasive bladder cancer. We observed that this radiologic examination is promising in the attempt to identify opportunities to spare the bladder in selected, radiologically defined complete responders. We also observed that the use of intravenous gadolinium contrast can be avoided in future studies. ClinicalTrials.gov, number NCT02736266.


Asunto(s)
Imágenes de Resonancia Magnética Multiparamétrica , Neoplasias de la Vejiga Urinaria , Toma de Decisiones , Humanos , Músculos , Reproducibilidad de los Resultados , Neoplasias de la Vejiga Urinaria/diagnóstico por imagen , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
7.
Med Phys ; 47(4): 1680-1691, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31971614

RESUMEN

PURPOSE: Despite its increasing application, radiomics has not yet demonstrated a solid reliability, due to the difficulty in replicating analyses. The extraction of radiomic features from clinical MRI (T1w/T2w) presents even more challenges because of the absence of well-defined units (e.g. HU). Some preprocessing steps are required before the estimation of radiomic features and one of this is the intensity normalization, that can be performed using different methods. The aim of this work was to evaluate the effect of three different normalization techniques, applied on T2w-MRI images of the pelvic region, on radiomic features reproducibility. METHODS: T2w-MRI acquired before (MRI1) and 12 months after radiotherapy (MRI2) from 14 patients treated for prostate cancer were considered. Four different conditions were analyzed: (a) the original MRI (No_Norm); (b) MRI normalized by the mean image value (Norm_Mean); (c) MRI normalized by the mean value of the urine in the bladder (Norm_ROI); (d) MRI normalized by the histogram-matching method (Norm_HM). Ninety-one radiomic features were extracted from three organs of interest (prostate, internal obturator muscles and bulb) at both time-points and on each image discretized using a fixed bin-width approach and the difference between the two time-points was calculated (Δfeature). To estimate the effect of normalization methods on the reproducibility of radiomic features, ICC was calculated in three analyses: (a) considering the features extracted on MRI2 in the four conditions together and considering the influence of each method separately, with respect to No_Norm; (b) considering the features extracted on MRI2 in the four conditions with respect to the inter-observer variability in region of interest (ROI) contouring, considering also the effect of the discretization approach; (c) considering Δfeature to evaluate if some indices can recover some consistency when differences are calculated. RESULTS: Nearly 60% of the features have shown poor reproducibility (ICC < 0.5) on MRI2 and the method that most affected features reliability was Norm_ROI (average ICC of 0.45). The other two methods were similar, except for first-order features, where Norm_HM outperformed Norm_Mean (average ICC = 0.33 and 0.76 for Norm_Mean and Norm_HM, respectively). In the inter-observer setting, the number of reproducible features varied in the three structures, being higher in the prostate than in the penile bulb and in the obturators. The analysis on Δfeature highlighted that more than 60% of the features were not consistent with respect to the normalization method and confirmed the high reproducibility of the features between Norm_Mean and Norm_HM, whereas Norm_ROI was the less reproducible method. CONCLUSIONS: The normalization process impacts the reproducibility of radiomic features, both in terms of changes in the image information content and in the inter-observer setting. Among the considered methods, Norm_Mean and Norm_HM seem to provide the most reproducible features with respect to the original image and also between themselves, whereas Norm_ROI generates less reproducible features. Only a very small subset of feature remained reproducible and independent in any tested condition, regardless the ROI and the adopted algorithm: skewness or kurtosis, correlation and one among Imc2, Idmn and Idn from GLCM group.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Imagen por Resonancia Magnética
8.
Eur Urol ; 77(5): 636-643, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31882281

RESUMEN

BACKGROUND: In the PURE-01 study, pembrolizumab was given preoperatively before radical cystectomy in clinical T2-4aN0M0 patients. An accurate clinical response assessment may be useful for developing new perioperative strategies in these patients. OBJECTIVE: To evaluate the association between bladder multiparametric magnetic resonance imaging (mpMRI) findings after pembrolizumab and the pathological complete response (CR; pT0). DESIGN, SETTING, AND PARTICIPANTS: Patients were staged using bladder mpMRI whereby radiologists were asked to characterize the following parameters: residual disease at T1- and T2-weighted images (step 1: yes/no), presence of hyperintense spots within the bladder wall on diffusion-weighted imaging (step 2: yes/no), and presence of pathological contrast enhancement (step 3: yes/no), before and after three cycles of pembrolizumab. Examinations were internally assessed by two senior radiologists and externally evaluated by a third senior radiologist. INTERVENTION: To evaluate bladder tumor response after neoadjuvant pembrolizumab, mpMRI was used. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary objective was to predict the pT0 after neoadjuvant pembrolizumab by relying on the mpMRI findings. Cohen's kappa statistics was used to assess interobserver variability. Univariable analyses for pT0 were performed including internal and external post-therapy mpMRI steps. RESULTS AND LIMITATIONS: From February 2017 to October 2018, 82 patients (164 total mpMRI assessments) were analyzed. The agreement between the internal and external mpMRI assessments after therapy was acceptable (κ values ranging from 0.5 to 0.76). Each mpMRI step was significantly associated with pT0 in both internal and external assessments. In patients with CR/no evidence of residual disease (NED) in all internally evaluated mpMRI steps (N = 37), the pT0 was seen in 23 (62%), compared with 19 of 26 externally evaluated NED patients (73%). CONCLUSIONS: In post-pembrolizumab muscle-invasive bladder cancer, mpMRI sequence assessment had acceptable interobserver variability and represented the basis for the proposal of a radiological CR/NED status definition predicting the pT0 response to pembrolizumab. After validation of these findings with external datasets, we propose this tool for developing bladder-sparing immunotherapy maintenance therapies. PATIENT SUMMARY: Assessment of the extent of disease in patients with muscle-invasive bladder cancer using conventional imaging yields serious limitations. In the PURE-01 study, we evaluated the potential of bladder multiparametric magnetic resonance imaging (MRI) to predict the pathological complete response to neoadjuvant pembrolizumab. After validation with larger datasets, the proposed stepwise assessment incorporating multiparametric MRI sequences will be used at our center to develop bladder-sparing approaches in future studies.


Asunto(s)
Anticuerpos Monoclonales Humanizados/uso terapéutico , Antineoplásicos Inmunológicos/uso terapéutico , Imágenes de Resonancia Magnética Multiparamétrica , Neoplasias de la Vejiga Urinaria/diagnóstico por imagen , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Anciano , Humanos , Persona de Mediana Edad , Terapia Neoadyuvante , Resultado del Tratamiento , Neoplasias de la Vejiga Urinaria/patología , Neoplasias de la Vejiga Urinaria/cirugía
9.
Rev. chil. radiol ; 25(2): 60-66, jun. 2019. tab, ilus
Artículo en Español | LILACS | ID: biblio-1013850

RESUMEN

Junto con un aumento sostenido en la incidencia de cáncer de próstata en los países desarrollados ha habido un cambio en el enfrentamiento diagnóstico en estos pacientes. El diagnóstico tradicional basado en la medición del antígeno prostático específico y la biopsia randomizada ha mostrado tener muchas falencias ya que sobre-diagnostica cánceres no significativos y sub-diagnostica cánceres clínicamente significativos. La resonancia magnética de próstata multiparamétrica ha demostrado ser útil ya que disminuye este tipo de falencias. En este artículo se revisará la historia de la resonancia magnética de próstata y del PI-RADS, con el objeto de revisar el rendimiento de estos métodos y sus indicaciones actuales.


Along with a sustained increase in the incidence of prostate cancer in developed countries, there has been a change in the diagnostic approach in these patients. The traditional diagnosis based on the measurement of the specific prostate antigen and randomized biopsy has shown to have many shortcomings as it leads to overdiagnosis of non-significant cancers and underdiagnosis of clinically significant cancers. The multiparametric prostate magnetic resonance imaging has proven to be useful since it diminishes these shortcomings. In this article we will review part of the history of prostate magnetic resonance imaging and PI-RADS, in order to review the performance of these methods and their current indications.


Asunto(s)
Humanos , Masculino , Neoplasias de la Próstata/diagnóstico por imagen , Imagen por Resonancia Magnética , Neoplasias de la Próstata/patología , Biopsia/métodos
11.
J Clin Oncol ; 36(34): 3353-3360, 2018 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-30343614

RESUMEN

PURPOSE: To determine the activity of pembrolizumab as neoadjuvant immunotherapy before radical cystectomy (RC) for muscle-invasive bladder carcinoma (MIBC) for which standard cisplatin-based chemotherapy is poorly used. PATIENTS AND METHODS: In the PURE-01 study, patients had a predominant urothelial carcinoma histology and clinical (c)T≤3bN0 stage tumor. They received three cycles of pembrolizumab 200 mg every 3 weeks before RC. The primary end point in the intention-to-treat population was pathologic complete response (pT0). Biomarker analyses included programmed death-ligand 1 (PD-L1) expression using the combined positive score (CPS; Dako 22C3 pharmDx assay), genomic sequencing (FoundationONE assay), and an immune gene expression assay. RESULTS: Fifty patients were enrolled from February 2017 to March 2018. Twenty-seven patients (54%) had cT3 tumor, 21 (42%) cT2 tumor, and two (4%) cT2-3N1 tumor. One patient (2%) experienced a grade 3 transaminase increase and discontinued pembrolizumab. All patients underwent RC; there were 21 patients with pT0 (42%; 95% CI, 28.2% to 56.8%). As a secondary end point, downstaging to pT<2 was achieved in 27 patients (54%; 95% CI, 39.3% to 68.2%). In 54.3% of patients with PD-L1 CPS ≥ 10% (n = 35), RC indicated pT0, whereas RC indicated pT0 in only 13.3% of those with CPS < 10% (n = 15). A significant nonlinear association between tumor mutation burden (TMB) and pT0 was observed, with a cutoff at 15 mutations/Mb. Expression of several genes in pretherapy lesions was significantly different between pT0 and non-pT0 cohorts. Significant post-therapy changes in the TMB and evidence of adaptive mechanisms of immune resistance were observed in residual tumors. CONCLUSION: Neoadjuvant pembrolizumab resulted in 42% of patients with pT0 and was safely administered in patients with MIBC. This study indicates that pembrolizumab could be a worthwhile neoadjuvant therapy for the treatment of MIBC when limited to patients with PD-L1-positive or high-TMB tumors.


Asunto(s)
Anticuerpos Monoclonales Humanizados/administración & dosificación , Carcinoma de Células Transicionales/mortalidad , Carcinoma de Células Transicionales/terapia , Cistectomía/métodos , Neoplasias de la Vejiga Urinaria/mortalidad , Neoplasias de la Vejiga Urinaria/terapia , Centros Médicos Académicos , Adulto , Anciano , Carcinoma de Células Transicionales/patología , Supervivencia sin Enfermedad , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Femenino , Humanos , Italia , Modelos Logísticos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Terapia Neoadyuvante/métodos , Invasividad Neoplásica/patología , Estadificación de Neoplasias , Pronóstico , Medición de Riesgo , Análisis de Supervivencia , Neoplasias de la Vejiga Urinaria/patología
12.
J Contemp Brachytherapy ; 10(4): 285-290, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30237811

RESUMEN

PURPOSE: The purpose of this study was to compare the prostate contours drawn by two radiation oncologists and one radiologist on magnetic resonance (MR) and transrectal ultrasound (TRUS) images. TRUS intra- and inter-fraction variability as well as TRUS vs. MR inter-modality and inter-operator variability were studied. MATERIAL AND METHODS: Thirty patients affected by localized prostate cancer and treated with interstitial high-dose-rate (HDR) prostate brachytherapy at the National Cancer Institute in Milan were included in this study. Twenty-five patients received an exclusive two-fraction (14 Gy/fraction) treatment, while the other 5 received a single 14 Gy fraction as a boost after external beam radiotherapy. The prostate was contoured on TRUS images acquired before (virtual US) and after (real US) needle implant by two radiation oncologists, whereas on MR prostate was independently contoured by the same radiation oncologists (MR1, MR2) and by a dedicated radiologist (MR3). Absolute differences of prostate volumes (│ΔV│) and craniocaudal extents (│Δdz│) were evaluated. The Dice's coefficient (DC) was calculated to quantify spatial overlap between MR contours. RESULTS: Significant difference was found between Vvirtual and Vlive (p < 0.001) for the first treatment fractions and between VMR1 and VMR2 (p = 0.043). Significant difference between cranio-caudal extents was found between dzvirtual and dzlive (p < 0.033) for the first treatment fractions, between dzvirtual of the first treatment fractions and dzMR1 (p < 0.001) and between dzMR1 and dzMR3 (p < 0.01). Oedema might be responsible for some of the changes in US volumes. Average DC values resulting from the comparison MR1 vs. MR2, MR1 vs. MR3 and MR2 vs. MR3 were 0.95 ± 0.04 (range, 0.82-0.99), 0.87 ± 0.04 (range, 0.73-0.91) and 0.87 ± 0.04 (range, 0.72-0.91), respectively. CONCLUSIONS: Our results demonstrate the importance of a multiprofessional approach to TRUS-guided HDR prostate brachytherapy. Specific training in MR and US prostate imaging is recommended for centers that are unfamiliar with HDR prostate brachytherapy.

13.
Cancer ; 124(20): 4056-4063, 2018 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-30216418

RESUMEN

BACKGROUND: We present the results of an academic phase 2 study on imatinib plus everolimus in patients who have progressive advanced chordoma. METHODS: In January 2011, 43 adult chordoma patients were enrolled in the study and received imatinib 400 mg/day and everolimus 2.5 mg/day until progression or limiting toxicity. Eligible patients had progressed in the 6 months before study entry. PDGFRB, S6, and 4EBP1 expression and phosphorylation were evaluated by way of immunohistochemistry and/or western blotting. The primary endpoint was the overall response rate (ORR) according to Choi criteria. Secondary endpoints were RECIST 1.1 response, progression-free survival (PFS), overall survival (OS), correlation between S6/4EBP1 phosphorylation and response. RESULTS: Thirteen of 43 patients were pretreated with imatinib. Among 40 of the 43 patients who were evaluable by Choi criteria, the best responses were 9 with partial response (ORR, 20.9%), 24 with stable disease (SD) (ORR, 55.8%), and 7 with progressive disease (ORR, 16.3%). Forty-two patients were evaluable by RECIST criteria, with 1 partial response (ORR, 2.3%), 37 stable disease (ORR, 86%), and 4 progressive disease (ORR, 9.3%). The median PFS according to Choi criteria was 11.5 months (range, 4.6-17.6 months), and 58.8% and 48.1% of patients were progression-free at 9 and 12 months, respectively. The median PFS by RECIST criteria was 14 months; the median OS was 47.1 months. When assessable, S6/4EBP1 was phosphorylated in a high and moderate/low proportion of tumor cells in responsive and nonresponsive patients, respectively. Toxicity caused a temporary and definitive treatment discontinuation in 60.5% and 30.2% of patients, respectively. CONCLUSIONS: Imatinib plus everolimus showed a limited activity in progressing advanced chordoma. Interestingly, the amount of tumor cells activated for mammalian target of rapamycin effectors correlated with the response. Toxicity was not negligible.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Óseas/tratamiento farmacológico , Cordoma/tratamiento farmacológico , Everolimus/administración & dosificación , Mesilato de Imatinib/administración & dosificación , Adulto , Anciano , Neoplasias Óseas/mortalidad , Neoplasias Óseas/patología , Cordoma/mortalidad , Cordoma/patología , Progresión de la Enfermedad , Everolimus/efectos adversos , Femenino , Estudios de Seguimiento , Humanos , Mesilato de Imatinib/efectos adversos , Masculino , Persona de Mediana Edad , Sarcoma/tratamiento farmacológico , Sarcoma/mortalidad , Sarcoma/patología , Neoplasias de la Base del Cráneo/tratamiento farmacológico , Neoplasias de la Base del Cráneo/mortalidad , Neoplasias de la Base del Cráneo/patología , Neoplasias de la Columna Vertebral/tratamiento farmacológico , Neoplasias de la Columna Vertebral/mortalidad , Neoplasias de la Columna Vertebral/patología , Análisis de Supervivencia
14.
J Digit Imaging ; 31(6): 879-894, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-29725965

RESUMEN

The objectives of the study are to develop a new way to assess stability and discrimination capacity of radiomic features without the need of test-retest or multiple delineations and to use information obtained to perform a preliminary feature selection. Apparent diffusion coefficient (ADC) maps were computed from diffusion-weighted magnetic resonance images (DW-MRI) of two groups of patients: 18 with soft tissue sarcomas (STS) and 18 with oropharyngeal cancers (OPC). Sixty-nine radiomic features were computed, using three different histogram discretizations (16, 32, and 64 bins). Geometrical transformations (translations) of increasing entity were applied to the regions of interest (ROIs), and the intra-class correlation coefficient (ICC) was used to compare the features computed on the original and modified ROIs. The distribution of ICC values for minimal and maximal entity translations (ICC10 and ICC100, respectively) was used to adjust thresholds of ICC (ICCmin and ICCmax) used to discriminate between good, unstable (ICC10 < ICCmin), and non-discriminative features (ICC100 > ICCmax). Fifty-four and 59 radiomic features passed the stability-based selection for all the three histogram discretizations for the OPC and STS datasets, respectively. The excluded features were similar across the different histogram discretizations (Jaccard's index 0.77 ± 0.13 and 0.9 ± 0.1 for OPC and STS, respectively) but different between datasets (Jaccard's index 0.19 ± 0.02). The results suggest that the observed radiomic features are mainly stable and discriminative, but the stability depends on the region of the body under observation. The method provides a way to assess stability without the need of test-retest or multiple delineations.


Asunto(s)
Imagen de Difusión por Resonancia Magnética/métodos , Interpretación de Imagen Asistida por Computador/métodos , Neoplasias Orofaríngeas/diagnóstico por imagen , Sarcoma/diagnóstico por imagen , Bases de Datos Factuales , Humanos , Estudios Retrospectivos
15.
Med Phys ; 45(4): 1518-1528, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29415344

RESUMEN

PURPOSE: To investigate the potential of texture analysis applied on T2-w and postcontrast T1-w images acquired before radiotherapy for prostate cancer (PCa) and 12 months after its completion in quantitatively characterizing local radiation effect on the muscular component of internal obturators, as organs potentially involved in urinary toxicity. METHODS: T2-w and postcontrast T1-w MR images were acquired at 1.5 T before treatment (MRI1) and at 12 months of follow-up (MRI2) in 13 patients treated with radiotherapy for PCa. Right and left internal obturator muscle contours were manually delineated upon MRI1 and then automatically propagated on MRI2 by an elastic registration method. Planning CT images were coregistered to both MRIs and dose maps were deformed accordingly. A high-dose region receiving >55 Gy and a low-dose region receiving <55 Gy were identified in each muscle volume. Eighteen textural features were extracted from each region of interest and differences between MRI1 and MRI2 were evaluated. RESULTS: A signal increase was highlighted in both T2-w and T1-w images in the portion of the obturators near the prostate, i.e., in the region receiving medium-high doses. A change in the spatial organization was identified, as an increase in homogeneity and a decrease in contrast and complexity, compatible with an inflammatory status. In particular, the region receiving medium-high doses presented more significant or, at least, stronger differences. CONCLUSIONS: Texture analysis applied on T1-w and T2-w MR images has demonstrated its ability in quantitative evaluating radiation-induced changes in obturator muscles after PCa radiotherapy.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Músculos/diagnóstico por imagen , Músculos/efectos de la radiación , Neoplasias de la Próstata/radioterapia , Traumatismos por Radiación/diagnóstico por imagen , Humanos , Masculino , Órganos en Riesgo/efectos de la radiación , Neoplasias de la Próstata/diagnóstico por imagen , Planificación de la Radioterapia Asistida por Computador
16.
J Magn Reson Imaging ; 47(3): 829-840, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-28653477

RESUMEN

PURPOSE: To assess the feasibility of grading soft tissue sarcomas (STSs) using MRI features (radiomics). MATERIALS AND METHODS: MRI (echo planar SE, 1.5T) from 19 patients with STSs and a known histological grading, were retrospectively analyzed. The apparent diffusion coefficient (ADC) maps, obtained by diffusion-weighted imaging acquisitions, were analyzed through 65 radiomic features, intensity-based (first order statistics, FOS) and texture (gray level co-occurrence matrix, GLCM; and gray level run length matrix, GLRLM) features. Feature selection (sequential forward floating search) and classification (k-nearest neighbor classifier) were performed to distinguish intermediate- from high-grade STSs. Classification was performed using the three different sub-groups of features separately as well as all the features together. The entire dataset was divided in three subsets: the training, validation and test set, containing, respectively, 60, 30, and 10% of the data. RESULTS: Intermediate-grade lesions had a higher and less disperse ADC values compared with high-grade ones: most of FOS related to intensity are higher for the intermediate-grade STSs, while FOS related to signal variability were higher in the high grade (e.g., the feature variance is 2.6*105 ± 0.9*105 versus 3.3*105 ± 1.6*105 , P = 0.3). The GLCM features related to entropy and dissimilarity were higher in the high-grade. When performing classification, the best accuracy is obtained with a maximum of three features for each subgroup, FOS features being those leading to the best classification (validation set: FOS accuracy 0.90 ± 0.11, area under the curve [AUC] 0.85 ± 0.16; test set: FOS accuracy 0.88 ± 0.25, AUC 0.87 ± 0.34). CONCLUSION: Good accuracy and AUC could be obtained using only few Radiomic features, belonging to the FOS class. LEVEL OF EVIDENCE: 4 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:829-840.


Asunto(s)
Imagen de Difusión por Resonancia Magnética/métodos , Interpretación de Imagen Asistida por Computador/métodos , Sarcoma/diagnóstico por imagen , Sarcoma/patología , Adulto , Anciano , Diagnóstico Diferencial , Imagen Eco-Planar/métodos , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Reproducibilidad de los Resultados , Estudios Retrospectivos , Adulto Joven
17.
Tumori ; 103(5): 464-474, 2017 09 18.
Artículo en Inglés | MEDLINE | ID: mdl-28623636

RESUMEN

PURPOSE: To evaluate the outcomes of active surveillance (AS) on patients with low-risk prostate cancer (PCa) and to identify predictors of disease reclassification. METHODS: In 2005, we defined an institutional AS protocol (Sorveglianza Attiva Istituto Nazionale Tumori [SAINT]), and we joined the Prostate Cancer Research International: Active Surveillance (PRIAS) study in 2007. Eligibility criteria included clinical stage ≤T2a, initial prostate-specific antigen (PSA) <10 ng/mL, and Gleason Pattern Score (GPS) ≤3 + 3 (both protocols); ≤25% positive cores with a maximum core length containing cancer ≤50% (SAINT); and ≤2 positive cores and PSA density <0.2 ng/mL/cm3 (PRIAS). Switching to active treatment was advised for a worsening of GPS, increased positive cores, or PSA doubling time <3 years. Active treatment-free survival (ATFS) was assessed using the Kaplan-Meier method. Factors associated with ATFS were evaluated with a multivariate Cox proportional hazards model. RESULTS: A total of 818 patients were included: 200 in SAINT, 530 in PRIAS, and 88 in personalized AS monitoring. Active treatment-free survival was 50% after a median follow-up of 60 months. A total of 404/818 patients (49.4%) discontinued AS: 274 for biopsy-related reclassification, 121/404 (30%) for off-protocol reasons, 9/404 (2.2%) because of anxiety. Biopsy reclassification was associated with PSA density (hazard ratio [HR] 1.8), maximum percentage of core involvement (HR 1.5), positive cores at diagnostic biopsy (HR 1.6), older age (HR 1.5), and prostate volume (HR 0.6) (all p<0.01). Patients from SAINT were significantly more likely to discontinue AS than were the patients from PRIAS (HR 1.65, p<0.0001). CONCLUSIONS: Five years after diagnosis, 50% of patients with early PCa were spared from active treatment. Wide inclusion criteria are associated with lower ATFS. However, at preliminary analysis, this does not seem to affect the probability of unfavorable pathology.


Asunto(s)
Progresión de la Enfermedad , Neoplasias de la Próstata/epidemiología , Neoplasias de la Próstata/patología , Anciano , Biopsia , Supervivencia sin Enfermedad , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Modelos de Riesgos Proporcionales , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/sangre
18.
Cancer J ; 23(2): 86-91, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28410293

RESUMEN

PURPOSE: Today, surgery and radiation therapy have a limited role in desmoid-type fibromatosis. Different systemic treatments were shown to be effective. Herein, we report on our institutional experience with low-dose methotrexate (MTX) + vinca alkaloids in this disease over the last 25 years. METHODS: We retrospectively reviewed data from all adult patients with sporadic desmoid-type fibromatosis treated with MTX and vinca alkaloids at our institution between 1989 and 2014. RESULTS: We identified 75 patients treated with MTX + vinblastine (40%), MTX + vinorelbine (57%), and vinorelbine alone (3%). All patients had progressive disease before chemotherapy; 72%, 10%, and 48% of patients had received previous surgery, radiation therapy, and/or systemic treatments, respectively. Chemotherapy was administered for a median duration of 14 months and a median number of 37.5 cycles. Eight patients interrupted chemotherapy because of toxicity. According to RECIST (Response Evaluation Criteria in Solid Tumors) complete response, partial response, stable disease, and progressive disease were observed in 1%, 47%, 51%, and 1% of patients, respectively. Symptomatic relief was obtained in 80% of symptomatic cases. The median progression-free survival (PFS) was 75 months; it was 136 months in responding patients. Upon progression, after chemotherapy withdrawal, MTX plus vinblastine/vinorelbine was offered to 11 patients with partial response, stable disease, and progressive disease in 4, 6, and 1 cases, resulting in a median PFS of 53 months. CONCLUSIONS: In this series, chemotherapy with MTX and vinca alkaloids is confirmed to be active and effective, with a remarkable PFS, higher in responding patients, and limited toxicity. Even progression can be successfully rechallenged.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Fibromatosis Agresiva/tratamiento farmacológico , Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Metotrexato/administración & dosificación , Persona de Mediana Edad , Estudios Retrospectivos , Vinblastina/administración & dosificación , Vinblastina/análogos & derivados , Vinorelbina , Adulto Joven
19.
Eur J Cancer ; 51(17): 2609-14, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26283036

RESUMEN

INTRODUCTION: Imatinib showed activity in 50 chordoma patients treated within a Phase II study. In that study, 70% of patients remained with stable disease (SD), median progression free survival (PFS) was 9 months and median overall survival (OS) was 34 months. We now report on a retrospective series of PDGFB/PDGFRB positive advanced chordoma patients treated with imatinib as a single agent within a compassionate-use programme at Istituto Nazionale Tumori, Milan, Italy (INT) between August 2002 and November 2010, when the programme was closed. METHODS: 48 patients were consecutively treated with imatinib 800 mg/d. All patients had inoperable and progressive disease before starting imatinib. Demographics, treatment duration, toxicity and response rate by Response Evaluation Criteria in Solid Tumors (RECIST) were retrospectively recorded. RESULTS: The median duration of therapy was 7 months (1-46.5). No patient is on therapy at present. 46 patients were evaluable for response. No partial responses were detected. Best response was: stable disease 34 (74%), progressive disease 12 (26%). At a median follow-up of 24.5 months (0.5-117), median PFS was 9.9 months (95% confidence interval (CI) 6.7-13). Eight patients (16.5%) remained on therapy >18 months and 10 patients (21%) remained progression-free >18 months. Median OS was 30 months (95% CI 20-40), with 24 (50%) patients dead at the time of the present analysis. CONCLUSIONS: We confirm the activity of imatinib in locally advanced and metastatic chordoma, in terms of >70% tumour growth arrest in previously progressive patients. Median duration of response lasted almost 10 months, with >20% of patients progression-free at 18+ months.


Asunto(s)
Cordoma/tratamiento farmacológico , Ensayos de Uso Compasivo , Mesilato de Imatinib/uso terapéutico , Anciano , Antineoplásicos/efectos adversos , Antineoplásicos/uso terapéutico , Cordoma/metabolismo , Cordoma/patología , Supervivencia sin Enfermedad , Edema/inducido químicamente , Estudios de Seguimiento , Humanos , Mesilato de Imatinib/efectos adversos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia , Proteínas Proto-Oncogénicas c-sis/metabolismo , Receptor beta de Factor de Crecimiento Derivado de Plaquetas/metabolismo , Estudios Retrospectivos , Resultado del Tratamiento
20.
Neuro Oncol ; 16(1): 72-80, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24366975

RESUMEN

BACKGROUND: Chordomas are rare and indolent bone tumors that arise in the skull base and mobile spine. Distant metastases occur in >20% of cases, but morbidity and mortality are mainly related to local relapses that affect the majority of patients. Standard chemotherapy has modest activity, whereas new targeted therapies (alone or in combination) have some activity in controlling disease progression. However, the scarcity of preclinical models capable of testing in vivo responses to these therapies hampers the development of new medical strategies. METHODS: In this study, 8 chordoma samples taken from 8 patients were implanted in nude mice. Four engrafted successfully and gave rise to tumor masses that were analyzed histologically, by means of fluorescence in situ hybridization and biochemical techniques. The data relating to each of the mouse tumors were compared with those obtained from the corresponding human tumor. RESULTS: All 4 engraftments retained the histological, genetic and biochemical features of the human tumors they came from. In one epidermal growth factor receptor(EGFR)-positive xenograft, responsiveness to lapatinib was evaluated by comparing the pre- and post treatment findings. The treatment induced a low-level, heterogeneous switching off of EGFR and its downstream signaling effectors. CONCLUSIONS: Overall, this model is very close to human chordoma and represents a new means of undertaking preclinical investigations and developing tailored therapies.


Asunto(s)
Antineoplásicos/uso terapéutico , Biomarcadores de Tumor/análisis , Neoplasias Óseas/tratamiento farmacológico , Cordoma/tratamiento farmacológico , Quinazolinas/uso terapéutico , Sacro/patología , Animales , Western Blotting , Neoplasias Óseas/metabolismo , Neoplasias Óseas/patología , Cordoma/metabolismo , Cordoma/patología , Receptores ErbB/antagonistas & inhibidores , Receptores ErbB/metabolismo , Femenino , Humanos , Técnicas para Inmunoenzimas , Hibridación Fluorescente in Situ , Lapatinib , Imagen por Resonancia Magnética , Ratones , Ratones Desnudos , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/patología , Sacro/efectos de los fármacos , Sacro/metabolismo , Transducción de Señal/efectos de los fármacos , Trasplante Heterólogo , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto
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