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1.
Proc Natl Acad Sci U S A ; 113(42): 11919-11924, 2016 10 18.
Artículo en Inglés | MEDLINE | ID: mdl-27698113

RESUMEN

Immune checkpoint therapies, such as ipilimumab, induce dramatic antitumor responses in a subset of patients with advanced malignancies, but they may also induce inflammatory responses and toxicities termed immune-related adverse events (irAEs). These irAEs are often low grade and manageable, but severe irAEs may lead to prolonged hospitalizations or fatalities. Early intervention is necessary to minimize morbidities that occur with severe irAEs. However, correlative biomarkers are currently lacking. In a phase II clinical trial that treated 27 patients with metastatic prostate cancer, we aimed to test the safety and efficacy of androgen deprivation therapy plus ipilimumab. In this study, we observed grade 3 toxicities in >40% of treated patients, which led to early closure of the study. Because ipilimumab enhances T-cell responses, we hypothesized that increased clonal T-cell responses in the systemic circulation may contribute to irAEs. Sequencing of the T-cell receptor ß-chains in purified T cells revealed clonal expansion of CD8 T cells, which occurred in blood samples collected before the onset of grade 2-3 irAEs. These initial results suggested that expansion of ≥55 CD8 T-cell clones preceded the development of severe irAEs. We further evaluated available blood samples from a second trial and determined that patients who experienced grade 2-3 irAEs also had expansion of ≥55 CD8 T-cell clones in blood samples collected before the onset of irAEs. We propose that CD8 T-cell clonal expansion may be a correlative biomarker to enable close monitoring and early intervention for patients receiving ipilimumab.


Asunto(s)
Antineoplásicos Inmunológicos/efectos adversos , Linfocitos T CD8-positivos/inmunología , Evolución Clonal/inmunología , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/etiología , Ipilimumab/efectos adversos , Recuento de Linfocitos , Antineoplásicos Inmunológicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores , Linfocitos T CD8-positivos/metabolismo , Ensayos Clínicos Fase II como Asunto , Susceptibilidad a Enfermedades , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/diagnóstico , Humanos , Ipilimumab/uso terapéutico , Masculino , Persona de Mediana Edad , Neoplasias de la Próstata/complicaciones , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/patología , Índice de Severidad de la Enfermedad , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo , Resultado del Tratamiento
2.
Eur J Nucl Med Mol Imaging ; 43(1): 8-20, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26416392

RESUMEN

PURPOSE: The aim of this study was to identify baseline features that predict outcome in (223)Ra therapy. METHODS: We retrospectively reviewed 110 patients with metastatic castration-resistant prostate cancer treated with (223)Ra. End points were overall survival (OS), progression-free survival (PFS), bone event-free survival (BeFS), and bone marrow failure (BMF). The following parameters were evaluated prior to the first (223)Ra cycle: serum levels of hemoglobin (Hb), prostate-specific antigen (PSA), alkaline phosphatase (ALP), Eastern Cooperative Oncology Group (ECOG) status, pain score, use of chemotherapy, and external beam radiation therapy (EBRT). During/after (223)Ra we evaluated: the total number of radium cycles (RaTot), the PSA doubling time (PSADT), and the use of chemotherapy, EBRT, abiraterone, and enzalutamide. RESULTS: A significant reduction of ALP (p < 0.001) and pain score (p = 0.041) occurred throughout the (223) Ra cycles. The risk of progression was associated with declining ECOG status [hazard ratio (HR) = 3.79; p < 0.001] and decrease in PSADT (HR = 8.22; p < 0.001). RaTot, ALP, initial ECOG status, initial pain score, and use of abiraterone were associated with OS (p ≤ 0.008), PFS (p ≤ 0.003), and BeFS (p ≤ 0.020). RaTot, ALP, initial ECOG status, and initial pain score were significantly associated with BMF (p ≤ 0.001) as well as Hb (p < 0.001) and EBRT (p = 0.009). On multivariable analysis, only RaTot and abiraterone remained significantly associated with OS (p < 0.001; p = 0.033, respectively), PFS (p < 0.001; p = 0.041, respectively), and BeFS (p < 0.001; p = 0.019, respectively). Additionally, RaTot (p = 0.027) and EBRT (p = 0.013) remained significantly associated with BMF. CONCLUSION: Concomitant use of abiraterone and (223)Ra seems to have a beneficial effect, while the EBRT may increase the risk of BMF.


Asunto(s)
Neoplasias de la Próstata Resistentes a la Castración/radioterapia , Radio (Elemento)/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Supervivencia sin Enfermedad , Humanos , Masculino , Persona de Mediana Edad , Neoplasias de la Próstata Resistentes a la Castración/patología , Radio (Elemento)/efectos adversos , Estudios Retrospectivos , Resultado del Tratamiento , Carga Tumoral
3.
BMC Cancer ; 16: 721, 2016 09 06.
Artículo en Inglés | MEDLINE | ID: mdl-27599544

RESUMEN

BACKGROUND: We hypothesized that pretreatment serum levels of insulin and other serum markers would predict Progression-free survival (PFS), defined as time to castration-resistant progression or death, in metastatic androgen-dependent prostate cancer (mADPC). METHODS: Serum samples from treatment-naïve men participating in a randomized phase 3 trial of ADT +/- chemotherapy were retrospectively analyzed using multiplex assays for insulin and multiple other soluble factors. Cox proportional hazards regression models were used to identify associations between individual factor levels and PFS. RESULTS: Sixty six patients were evaluable (median age = 72 years; median prostate surface antigen [PSA] = 31.5 ng/mL; Caucasian = 86 %; Gleason score ≥8 = 77 %). In the univariable analysis, higher insulin (HR = 0.81 [0.67, 0.98] p = 0.03) and C-peptide (HR = 0.62 [0.39, 1.00]; p = 0.05) levels were associated with a longer PFS, while higher Hepatocyte Growth Factor (HGF; HR = 1.63 [1.06, 2.51] p = 0.03) and Osteopontin (OPN; HR = 1.56 [1.13, 2.15]; p = 0.01) levels were associated with a shorter PFS. In multivariable analysis, insulin below 2.1 (ln scale; HR = 2.55 [1.24, 5.23]; p = 0.011) and HGF above 8.9 (ln scale; HR = 2.67 [1.08, 3.70]; p = 0.027) levels were associated with longer PFS, while adjusted by OPN, C-peptide, trial therapy and metastatic volume. Four distinct risk groups were identified by counting the number of risk factors (RF) including low insulin, high HGF, high OPN levels, and low C-peptide levels (0, 1, 2, and 3). Median PFS was 9.8, 2.0, 1.6, and 0.7 years for each, respectively (p < 0.001). CONCLUSION: Pretreatment serum insulin, HGF, OPN, and C-peptide levels can predict PFS in men with mADPC treated with ADT. Risk groups based on these factors are superior predictors of PFS than each marker alone.


Asunto(s)
Biomarcadores de Tumor/sangre , Factor de Crecimiento de Hepatocito/sangre , Insulina/sangre , Osteopontina/sangre , Neoplasias de la Próstata Resistentes a la Castración/diagnóstico , Anciano , Anciano de 80 o más Años , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Pronóstico , Neoplasias de la Próstata Resistentes a la Castración/sangre , Estudios Retrospectivos , Tasa de Supervivencia
4.
Cancer Metastasis Rev ; 33(2-3): 595-606, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24522479

RESUMEN

Knowledge of the molecular events that contribute to prostate cancer progression has created opportunities to develop novel therapy strategies. It is now well established that c-Src, a non-receptor tyrosine kinase, regulates a complex signaling network that drives the development of castrate-resistance and bone metastases, events that signal the lethal phenotype of advanced disease. Preclinical studies have established a role for c-Src and Src Family Kinases (SFKs) in proliferation, angiogenesis, invasion and bone metabolism, thus implicating Src signaling in both epithelial and stromal mechanisms of disease progression. A number of small molecule inhibitors of SFK now exist, many of which have demonstrated efficacy in preclinical models and several that have been tested in patients with metastatic castrate-resistant prostate cancer. These agents have demonstrated provocative clinic activity, particularly in modulating the bone microenvironment in a therapeutically favorable manner. Here, we review the discovery and basic biology of c-Src and further discuss the role of SFK inhibitors in the treatment of advanced prostate cancer.


Asunto(s)
Neoplasias de la Próstata/metabolismo , Transducción de Señal , Familia-src Quinasas/metabolismo , Animales , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Neoplasias Óseas/metabolismo , Neoplasias Óseas/secundario , Transformación Celular Neoplásica/genética , Transformación Celular Neoplásica/metabolismo , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Metástasis de la Neoplasia , Neovascularización Patológica/genética , Neovascularización Patológica/metabolismo , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Unión Proteica , Inhibidores de Proteínas Quinasas/farmacología , Inhibidores de Proteínas Quinasas/uso terapéutico , Receptores Androgénicos/metabolismo , Transducción de Señal/efectos de los fármacos , Familia-src Quinasas/química , Familia-src Quinasas/genética
5.
Cancer ; 121(1): 69-76, 2015 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-25155428

RESUMEN

BACKGROUND: Radiopharmaceutical use may improve the survival time of patients with castrate-resistant prostate cancer and bone metastases. Whether androgen-deprivation therapy (ADT) combined with bone-targeted therapy provides a clinical benefit to patients with advanced castrate-sensitive prostate cancer has not been investigated. METHODS: Eighty male patients were enrolled, and 79 were randomized: 40 to the control arm and 39 to the strontium-89 (Sr-89) arm. After randomization, patients in both study arms received ADT, doxorubicin, and zoledronic acid. Kaplan-Meier methodology was used to evaluate the progression-free survival (PFS) time. Multivariate Cox proportional hazards regression was used to evaluate the effects of Sr-89 after controlling for the number of bone metastases. RESULTS: The median follow-up time for the 29 patients alive at the last follow-up was 76.9 months (range, 0.07-103.4 months). The median PFS time was 18.5 months (95% confidence interval, 9.7-49.4 months) for the control arm and 12.9 months (95% confidence interval, 8.9-72.5 months) for the Sr-89 arm (P = .86). No patient developed myelodysplastic syndrome or a hematologic malignancy. An unplanned subgroup analysis suggested increased efficacy of bone-targeted therapy with a greater extent of bone involvement (ie, >6 bone metastases vs ≤6 bone metastases on the bone scan). CONCLUSIONS: The data showed that bone-targeted therapy using 1 dose of Sr-89 combined with chemohormonal ablation therapy did not favorably affect the PFS of patients with castrate-sensitive prostate cancer. The combined therapy was feasible and safe. Whether such bone-targeted therapy provides a favorable outcome for those patients with a greater tumor burden in the bone warrants further investigation.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Neoplasias Óseas/terapia , Neoplasias de la Próstata/terapia , Radioisótopos de Estroncio/administración & dosificación , Antineoplásicos Hormonales/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias Óseas/secundario , Terapia Combinada/métodos , Difosfonatos/administración & dosificación , Difosfonatos/uso terapéutico , Doxorrubicina/administración & dosificación , Doxorrubicina/uso terapéutico , Humanos , Imidazoles/administración & dosificación , Imidazoles/uso terapéutico , Masculino , Neoplasias de la Próstata/patología , Radioisótopos de Estroncio/uso terapéutico , Análisis de Supervivencia , Resultado del Tratamiento , Ácido Zoledrónico
6.
Lancet Oncol ; 14(13): 1307-16, 2013 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24211163

RESUMEN

BACKGROUND: Src kinase-mediated interactions between prostate cancer cells and osteoclasts might promote bone metastasis. Dasatinib inhibits tyrosine kinases, including Src kinases. Data suggests that dasatinib kinase inhibition leads to antitumour activity, affects osteoclasts, and has synergy with docetaxel, a first-line chemotherapy for metastatic castration-resistant prostate cancer. We assessed whether dasatinib plus docetaxel in chemotherapy-naive men with metastatic castration-resistant prostate cancer led to greater efficacy than with docetaxel alone. METHODS: In this double-blind, randomised, placebo-controlled phase 3 study, we enrolled men of 18 years or older with chemotherapy-naive, metastatic, castration-resistant prostate cancer, and adequate organ function from 186 centres across 25 countries. Eligible patients were randomly assigned (1:1) via an interactive voice response system to receive docetaxel (75 mg/m(2) intravenously every 3 weeks, plus oral prednisone 5 mg twice daily), plus either dasatinib (100 mg orally once daily) or placebo until disease progression or unacceptable toxicity. Randomisation was stratified by Eastern Cooperative Oncology Group performance status (0-1 vs 2), bisphosphonate use (yes vs no), and urinary N-telopeptide (uNTx) value (<60 µmol/mol creatinine vs ≥60 µmol/mol creatinine). All patients, investigators, and personnel involved in study conduct and data analyses were blinded to treatment allocation. The primary endpoint was overall survival, analysed by intention to treat. The trial is registered with ClinicalTrials.gov, number NCT00744497. FINDINGS: Between Oct 30, 2008, and April 11, 2011, 1522 eligible patients were randomly assigned to treatment; 762 patients were assigned to dasatinib and 760 to placebo. At final analysis, median follow-up was 19·0 months (IQR 11·2-25·1) and 914 patients had died. Median overall survival was 21·5 months (95% CI 20·3-22·8) in the dasatinib group and 21·2 months (20·0-23·4) in the placebo group (stratified hazard ratio [HR] 0·99, 95·5% CI 0·87-1·13; p=0·90). The most common grade 3-4 adverse events included diarrhoea (58 [8%] patients in the dasatinib group vs 27 [4%] patients in the placebo group), fatigue (62 [8%] vs 42 [6%]), and asthenia (40 [5%] vs 23 [3%]); grade 3-4 pleural effusions were uncommon (ten [1%] vs three [<1%]). INTERPRETATION: The addition of dasatinib to docetaxel did not improve overall survival for chemotherapy-naive men with metastatic castration-resistant prostate cancer. This study does not support the combination of dasatinib and docetaxel in this population of patients. FUNDING: Bristol-Myers Squibb.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Neoplasias de la Próstata Resistentes a la Castración/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Biomarcadores de Tumor/sangre , Dasatinib , Progresión de la Enfermedad , Docetaxel , Método Doble Ciego , Esquema de Medicación , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata Resistentes a la Castración/sangre , Neoplasias de la Próstata Resistentes a la Castración/patología , Pirimidinas/administración & dosificación , Pirimidinas/efectos adversos , Taxoides/administración & dosificación , Taxoides/efectos adversos , Tiazoles/administración & dosificación , Tiazoles/efectos adversos , Insuficiencia del Tratamiento
7.
Clin Cancer Res ; 30(10): 2272-2285, 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38488813

RESUMEN

PURPOSE: Develop and deploy a robust discovery platform that encompasses heterogeneity, clinical annotation, and molecular characterization and overcomes the limited availability of prostate cancer models. This initiative builds on the rich MD Anderson (MDA) prostate cancer (PCa) patient-derived xenograft (PDX) resource to complement existing publicly available databases by addressing gaps in clinically annotated models reflecting the heterogeneity of potentially lethal and lethal prostate cancer. EXPERIMENTAL DESIGN: We performed whole-genome, targeted, and RNA sequencing in representative samples of the same tumor from 44 PDXs derived from 38 patients linked to donor tumor metadata and corresponding organoids. The cohort includes models derived from different morphologic groups, disease states, and involved organ sites (including circulating tumor cells), as well as paired samples representing heterogeneity or stages before and after therapy. RESULTS: The cohort recapitulates clinically reported alterations in prostate cancer genes, providing a data resource for clinical and molecular interrogation of suitable experimental models. Paired samples displayed conserved molecular alteration profiles, suggesting the relevance of other regulatory mechanisms (e.g., epigenomic) influenced by the microenvironment and/or treatment. Transcriptomically, models were grouped on the basis of morphologic classification. DNA damage response-associated mechanisms emerged as differentially regulated between adenocarcinoma and neuroendocrine prostate cancer in a cross-interrogation of PDX/patient datasets. CONCLUSIONS: We addressed the gap in clinically relevant prostate cancer models through comprehensive molecular characterization of MDA PCa PDXs, providing a discovery platform that integrates with patient data and benchmarked to therapeutically relevant consensus clinical groupings. This unique resource supports robust hypothesis generation and testing from basic, translational, and clinical perspectives.


Asunto(s)
Neoplasias de la Próstata , Humanos , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Masculino , Animales , Ratones , Ensayos Antitumor por Modelo de Xenoinjerto , Biomarcadores de Tumor/genética , Xenoinjertos , Regulación Neoplásica de la Expresión Génica , Perfilación de la Expresión Génica
8.
Prostate ; 73(9): 979-85, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23371521

RESUMEN

BACKGROUND: Dasatinib, an inhibitor of Src-family kinases, combined with docetaxel in men with castrate-resistant prostate cancer (CRPC), affects bone turnover markers in a phase I/II clinical trial in metastatic CRPC. Only a subset of men benefit from this therapy, and predictive markers are lacking. We hypothesized a role for insulin-like growth factor-1 (IGF-1) as a predictive marker, since IGF-1 is important in both prostate cancer progression and bone development. Hence, we determined the association of IGF-1 expression to treatment response, and whether this expression resulted from tumor cells, the microenvironment, or their interactions. METHODS: We measured serum IGF-1 levels in men with CRPC treated with dasatinib plus docetaxel. To investigate the source of IGF-1, we utilized two different mouse models harboring human prostate cancer cells, and used species-specific IGF-1 ELISA kits (mouse vs. human). RESULTS: In men with CRPC, an increase in IGF-1 levels after one cycle of treatment with dasatinib and docetaxel is associated with a higher response rate and longer duration of treatment. Xenograft experiments with subcutaneous and intratibial injection of prostate cancer cells suggest that direct interaction of prostate cancer cells with bone microenvironment is necessary for IGF-1 induction, is entirely host-derived, and occurs only in mice that respond to dasatinib-based therapy. CONCLUSION: Our results support a role for serum IGF-1 as a potential biomarker for benefit from dasatinib-based combination treatments in CRPC.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores de Tumor/biosíntesis , Factor I del Crecimiento Similar a la Insulina/biosíntesis , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/tratamiento farmacológico , Células 3T3 , Animales , Biomarcadores de Tumor/sangre , Línea Celular Tumoral , Ensayos Clínicos Fase I como Asunto , Ensayos Clínicos Fase II como Asunto , Dasatinib , Docetaxel , Ensayo de Inmunoadsorción Enzimática , Humanos , Factor I del Crecimiento Similar a la Insulina/metabolismo , Masculino , Ratones , Ratones Desnudos , Neoplasias Hormono-Dependientes/sangre , Neoplasias Hormono-Dependientes/tratamiento farmacológico , Osteoblastos/metabolismo , Pirimidinas/administración & dosificación , Taxoides/administración & dosificación , Tiazoles/administración & dosificación , Ensayos Antitumor por Modelo de Xenoinjerto
9.
J Clin Oncol ; 41(15): 2736-2746, 2023 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-37040594

RESUMEN

PURPOSE: We have previously developed and externally validated a prognostic model of overall survival (OS) in men with metastatic, castration-resistant prostate cancer (mCRPC) treated with docetaxel. We sought to externally validate this model in a broader group of men with docetaxel-naïve mCRPC and in specific subgroups (White, Black, Asian patients, different age groups, and specific treatments) and to classify patients into validated two and three prognostic risk groupings on the basis of the model. METHODS: Data from 8,083 docetaxel-naïve mCRPC men randomly assigned on seven phase III trials were used to validate the prognostic model of OS. We assessed the predictive performance of the model by computing the time-dependent area under the receiver operating characteristic curve (tAUC) and validated the two-risk (low and high) and three-risk prognostic groups (low, intermediate, and high). RESULTS: The tAUC was 0.74 (95% CI, 0.73 to 0.75), and when adjusting for the first-line androgen receptor (AR) inhibitor trial status, the tAUC was 0.75 (95% CI, 0.74 to 0.76). Similar results were observed by the different racial, age, and treatment subgroups. In patients enrolled on first-line AR inhibitor trials, the median OS (months) in the low-, intermediate-, and high-prognostic risk groups were 43.3 (95% CI, 40.7 to 45.8), 27.7 (95% CI, 25.8 to 31.3), and 15.4 (95% CI, 14.0 to 17.9), respectively. Compared with the low-risk prognostic group, the hazard ratios for the high- and intermediate-risk groups were 4.3 (95% CI, 3.6 to 5.1; P < .0001) and 1.9 (95% CI, 1.7 to 2.1; P < .0001). CONCLUSION: This prognostic model for OS in docetaxel-naïve men with mCRPC has been validated using data from seven trials and yields similar results overall and across race, age, and different treatment classes. The prognostic risk groups are robust and can be used to identify groups of patients for enrichment designs and for stratification in randomized clinical trials.


Asunto(s)
Neoplasias de la Próstata Resistentes a la Castración , Masculino , Humanos , Pronóstico , Docetaxel/uso terapéutico , Neoplasias de la Próstata Resistentes a la Castración/patología , Modelos de Riesgos Proporcionales , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Resultado del Tratamiento
10.
Cancer ; 118(1): 63-71, 2012 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-21976132

RESUMEN

BACKGROUND: To determine the potential efficacy of targeting both the tumor and bone microenvironment in patients with castration-resistant prostate cancer (PC), the authors conducted a phase 1-2 trial combining docetaxel with dasatinib, an oral SRC inhibitor. METHODS: In phase 1, 16 men received dasatinib 50 to 120 mg once daily and docetaxel 60 to 75 mg/m(2) every 21 days. In phase 2, 30 additional men received dasatinib 100 mg once daily/docetaxel 75 mg/m(2) every 21 days. Efficacy endpoints included changes in prostate-specific antigen (PSA), measurable disease, bone scans, and markers of bone metabolism. Safety and pharmacokinetics were also studied. RESULTS: Combination dasatinib and docetaxel therapy was generally well tolerated. Thirteen of 46 patients (28%) had a grade 3-4 toxicity. Drug-drug interactions and a maximum tolerated dose were not identified. Durable 50% PSA declines occurred in 26 of 46 patients (57%). Of 30 patients with measurable disease, 18 (60%) had a partial response. Fourteen patients (30%) had disappearance of a lesion on bone scan. In bone marker assessments, 33 of 38 (87%) and 26 of 34 (76%) had decreases in urinary N-telopeptide or bone-specific alkaline phosphatase levels, respectively. Twenty-eight patients (61%) received single-agent dasatinib after docetaxel discontinuation and had stabilization of disease for an additional 1 to 12 months. CONCLUSIONS: The high objective response rate and favorable toxicity profile are promising and justify randomized studies of docetaxel and dasatinib in castration-resistant PC. Parallel declines in levels of PSA and bone markers are consistent with cotargeting of epithelial and bone compartments of the cancer. Treatment with single-agent dasatinib following docetaxel cessation warrants further study. Cancer 2012;. © 2011 American Cancer Society.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Próstata/tratamiento farmacológico , Pirimidinas/administración & dosificación , Taxoides/administración & dosificación , Tiazoles/administración & dosificación , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Neoplasias Óseas/tratamiento farmacológico , Neoplasias Óseas/secundario , Castración , Dasatinib , Docetaxel , Esquema de Medicación , Humanos , Masculino , Dosis Máxima Tolerada , Persona de Mediana Edad , Antígeno Prostático Específico/metabolismo , Pirimidinas/efectos adversos , Pirimidinas/farmacocinética , Taxoides/efectos adversos , Taxoides/farmacocinética , Tiazoles/efectos adversos , Tiazoles/farmacocinética
11.
Prostate ; 71(8): 846-56, 2011 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-21456067

RESUMEN

BACKGROUND: Small-cell carcinoma (SCC) of the prostate is an AR-negative variant of prostate cancer found at progression in 10-20% of castrate-resistant disease. Its finding predicts a distinct clinical course and a poor prognosis. Large-cell neuroendocrine carcinoma (LCNEC) is a much rarer variant that behaves similarly to SCC. The biological mechanisms that drive these disease variants are poorly understood. METHODS: Eight tumor fragments from the salvage pelvic exenteration specimen of a patient with castrate-resistant prostate carcinoma were subcutaneously implanted into 6- to 8-week-old male CB17 SCID mice. Serial tissue sections and tissue microarrays of the resulting MDA PCa 144 xenograft lines were used for histopathologic and immunohistochemical characterization of the xenografts and their tissue of origin. RNA from two representative xenograft sublines was used for gene-expression profiling. RESULTS: All eight fragments formed tumors: four of the MDA PCa 144 xenograft sublines had morphologic characteristics of SCC and four, of LCNEC. All retained high fidelity to their parent tumor tissue, which remained stable through serial passages. Morphological transitions in the specimen of origin suggested LCNEC represents an intermediate step between adenocarcinoma and SCC. Over 2,500 genes were differentially expressed between the SCC (MDA PCa 144-13) and the LCNEC (MDA PCa 144-4) sublines and enriched in "Nervous System Development" Gene Ontology subtree. CONCLUSION: The eight xenograft models described represent the spectrum of neuroendocrine carcinomas in prostate cancer and will be valuable preclinical tools to study the pathogenesis of and therapy targets for this increasingly recognized subset of lethal prostate cancer.


Asunto(s)
Carcinoma de Células Grandes/patología , Carcinoma Neuroendocrino/patología , Carcinoma de Células Pequeñas/patología , Neoplasias de la Próstata/patología , Ensayos Antitumor por Modelo de Xenoinjerto , Anciano , Animales , Antineoplásicos/uso terapéutico , Carcinoma de Células Grandes/tratamiento farmacológico , Carcinoma de Células Grandes/radioterapia , Carcinoma Neuroendocrino/tratamiento farmacológico , Carcinoma Neuroendocrino/radioterapia , Carcinoma de Células Pequeñas/tratamiento farmacológico , Carcinoma de Células Pequeñas/radioterapia , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Ratones , Ratones SCID , Antígeno Prostático Específico , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/radioterapia
12.
Clin Genitourin Cancer ; 19(1): 22-31.e5, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-32675015

RESUMEN

BACKGROUND: Resistance to novel androgen signaling inhibition and metastatic castration-resistant prostate cancer (mCRPC) progression is likely dependent on tumor microenvironment interactions. The Src pathway and neoangiogenesis have been implicated in prostate cancer progression. We studied the effect of adding the targeted agents dasatinib and sunitinib to abiraterone acetate (AA) in men with mCRPC. PATIENTS AND METHODS: In this open-label randomized phase 2 study, mCRPC patients received AA. At resistance to AA, they were randomized 1:1 to combination with dasatinib or sunitinib. At second progression, patients crossed over. The primary end point was time to treatment failure (TTF), defined as time to progression or death. Secondary end points included overall survival and safety. RESULTS: From March 2011 to February 2015, a total of 179 patients were enrolled and 132 subsequently randomized. Median TTF was 5.7 months in the dasatinib group and 5.5 months in the sunitinib group. There was no difference between the two groups in terms of TTF (hazard ratio, 0.85; 95% confidence interval, 0.59-1.22). Median overall survival from study entry was 26.3 months in the dasatinib group and 27.7 months in the sunitinib group (hazard ratio, 1.02; 95% confidence interval, 0.71-1.47). Grade 3 or higher adverse events related to study medication were more frequent with sunitinib (n = 44, 46%) compared to dasatinib (n = 26, 24%). At data cutoff, 7 patients were experiencing a continuous response to AA, with a median duration of treatment of 5.7 years. CONCLUSION: There is no difference in overall survival and TTF between dasatinib and sunitinib combined with abiraterone in the treatment of patients with bone mCRPC.


Asunto(s)
Neoplasias de la Próstata Resistentes a la Castración , Acetato de Abiraterona/uso terapéutico , Androstenos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Dasatinib/efectos adversos , Humanos , Masculino , Prednisona/uso terapéutico , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Distribución Aleatoria , Sunitinib/uso terapéutico , Resultado del Tratamiento , Microambiente Tumoral
13.
JNCI Cancer Spectr ; 4(2): pkaa003, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32368717

RESUMEN

There are few data regarding disparities in overall survival (OS) between Asian and white men with metastatic castration-resistant prostate cancer (mCRPC). We compared OS of Asian and white mCRPC men treated in phase III clinical trials with docetaxel and prednisone (DP) or a DP-containing regimen. Individual participant data from 8820 men with mCRPC randomly assigned on nine phase III trials to receive DP or a DP-containing regimen were combined. Men enrolled in these trials had a diagnosis of prostate adenocarcinoma. The median overall survival was 18.8 months (95% confidence interval [CI] = 17.4 to 22.1 months) and 21.2 months (95% CI = 20.8 to 21.7 months) for Asian and white men, respectively. The pooled hazard ratio for death for Asian men compared with white men, adjusted for baseline prognostic factors, was 0.95 (95% CI = 0.84 to 1.09), indicating that Asian men were not at increased risk of death. This large analysis showed that Asian men did not have shorter OS duration than white men treated with docetaxel.

14.
Eur J Cancer ; 127: 67-75, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31986451

RESUMEN

BACKGROUND: The unmet need for predictive biomarkers emerged from the unpredictable pattern of response to androgen signalling inhibition in metastatic castration-resistant prostate cancer (mCRPC). Here, we report on the testing of a previously identified candidate androgen signalling signature associated with response to androgen signalling inhibition. PATIENTS AND METHODS: We report on the outcome of the first module of a phase II trial on abiraterone acetate (AA) followed by combination with dasatinib or sunitinib. Bone marrow biopsies (BMBs) with matched bone marrow aspirate and blood samples were collected at baseline and upon progression. End-points included assessment of a prespecified molecular signature consisting of nuclear androgen receptor (AR) overexpression, cytochrome P450, family 17, subfamily A, polypeptide 1 (CYP17) expression, and AR-C-/N terminal expression ratio of ≥0.8 by immunohistochemistry (IHC) in patients with benefit versus primary resistance to AA (i.e. progression within 4 months). Tumour markers also included v-ets avian erythroblastosis virus E26 oncogene homologue (ERG), androgen receptor splice variant (ARV7) by IHC and steroids by liquid chromatography-tandem mass spectrometry. RESULTS: Of 170 patients accrued from 03/2011 to 02/2015, 44 (26%) were primary resistant to AA. Forty-eight patients had tumour infiltrated BMB at baseline. Pretreatment androgen signalling signature was linked to benefit from AA (p < 0.001). Presence of ERG was associated with benefit (p = 0.05), whereas nuclear ARV7 presence and 20 or more bone lesions at baseline with primary resistance (p = 0.04 and p = 0.0006, respectively). CONCLUSION: Testing of a prespecified androgen signalling signature was highly supportive of its predictive value in maximal androgen deprivation strategies in mCRPC. Further validation is under way. TRIAL REGISTRATION: ClinicalTrials.gov NCT01254864.


Asunto(s)
Acetato de Abiraterona/uso terapéutico , Antagonistas de Andrógenos/uso terapéutico , Biomarcadores de Tumor/sangre , Neoplasias de la Próstata Resistentes a la Castración/sangre , Receptores Androgénicos/química , Anciano , Anciano de 80 o más Años , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Pronóstico , Estudios Prospectivos , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Neoplasias de la Próstata Resistentes a la Castración/patología , Curva ROC
15.
Nat Med ; 26(12): 1845-1851, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33046869

RESUMEN

Immune checkpoint therapy is being tested in the neoadjuvant setting for patients with localized urothelial carcinoma1,2, with one study reporting data in cisplatin-ineligible patients who received anti-PD-L1 monotherapy2. The study reported that patients with bulky tumors, a known high-risk feature defined as greater than clinical T2 disease, had fewer responses, with pathological complete response rate of 17%2. Here we report on the first pilot combination neoadjuvant trial ( NCT02812420 ) with anti-PD-L1 (durvalumab) plus anti-CTLA-4 (tremelimumab) in cisplatin-ineligible patients, with all tumors identified as having high-risk features (n = 28). High-risk features were defined by bulky tumors, variant histology, lymphovascular invasion, hydronephrosis and/or high-grade upper tract disease3-5. The primary endpoint was safety and we observed 6 of 28 patients (21%) with grade ≥3 immune-related adverse events, consisting of asymptomatic laboratory abnormalities (n = 4), hepatitis and colitis (n = 2). We also observed pathological complete response of 37.5% and downstaging to pT1 or less in 58% of patients who completed surgery (n = 24). In summary, we provide initial safety, efficacy and biomarker data with neoadjuvant combination anti-PD-L1 plus anti-CTLA-4, which warrants further development for patients with localized urothelial carcinoma, especially cisplatin-ineligible patients with high-risk features who do not currently have an established standard-of-care neoadjuvant treatment.


Asunto(s)
Anticuerpos Monoclonales Humanizados/administración & dosificación , Anticuerpos Monoclonales/administración & dosificación , Carcinoma/tratamiento farmacológico , Urotelio/patología , Adulto , Anciano , Anticuerpos Monoclonales/efectos adversos , Anticuerpos Monoclonales Humanizados/efectos adversos , Antineoplásicos Inmunológicos/administración & dosificación , Antineoplásicos Inmunológicos/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Antígeno CTLA-4/antagonistas & inhibidores , Antígeno CTLA-4/inmunología , Carcinoma/inmunología , Carcinoma/patología , Cisplatino/efectos adversos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptor de Muerte Celular Programada 1/inmunología , Factores de Riesgo , Urotelio/efectos de los fármacos , Urotelio/inmunología
16.
Clin Cancer Res ; 26(18): 4933-4946, 2020 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-32576626

RESUMEN

PURPOSE: Advances in prostate cancer lag behind other tumor types partly due to the paucity of models reflecting key milestones in prostate cancer progression. Therefore, we develop clinically relevant prostate cancer models. EXPERIMENTAL DESIGN: Since 1996, we have generated clinically annotated patient-derived xenografts (PDXs; the MDA PCa PDX series) linked to specific phenotypes reflecting all aspects of clinical prostate cancer. RESULTS: We studied two cell line-derived xenografts and the first 80 PDXs derived from 47 human prostate cancer donors. Of these, 47 PDXs derived from 22 donors are working models and can be expanded either as cell lines (MDA PCa 2a and 2b) or PDXs. The histopathologic, genomic, and molecular characteristics (androgen receptor, ERG, and PTEN loss) maintain fidelity with the human tumor and correlate with published findings. PDX growth response to mouse castration and targeted therapy illustrate their clinical utility. Comparative genomic hybridization and sequencing show significant differences in oncogenic pathways in pairs of PDXs derived from different areas of the same tumor. We also identified a recurrent focal deletion in an area that includes the speckle-type POZ protein-like (SPOPL) gene in PDXs derived from seven human donors of 28 studied (25%). SPOPL is a SPOP paralog, and SPOP mutations define a molecular subclass of prostate cancer. SPOPL deletions are found in 7% of The Cancer Genome Atlas prostate cancers, which suggests that our cohort is a reliable platform for targeted drug development. CONCLUSIONS: The MDA PCa PDX series is a dynamic resource that captures the molecular landscape of prostate cancers progressing under novel treatments and enables optimization of prostate cancer-specific, marker-driven therapy.


Asunto(s)
Antineoplásicos/farmacología , Biomarcadores de Tumor/genética , Medicina de Precisión/métodos , Neoplasias de la Próstata/tratamiento farmacológico , Proteínas Adaptadoras del Transporte Vesicular/genética , Animales , Antineoplásicos/uso terapéutico , Línea Celular Tumoral , Hibridación Genómica Comparativa , Variaciones en el Número de Copia de ADN , Humanos , Masculino , Ratones , Cultivo Primario de Células , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Eliminación de Secuencia , Ensayos Antitumor por Modelo de Xenoinjerto/métodos
17.
Urol Oncol ; 37(6): 354.e19-354.e26, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30777393

RESUMEN

PURPOSE: Micropapillary variant upper tract urothelial cancer (MP-UTUC) is a rare malignancy with little known regarding its clinical course and/or optimal treatment. In this case series, we describe patient characteristics, surgical treatment, oncologic outcomes, and response to perioperative chemotherapy. MATERIALS AND METHODS: We conducted a review to identify patients with MP-UTUC treated at our center between January 1994 and October 2017. Clinicopathologic data was obtained. Descriptive statistics, Kaplan-Meier analysis, Cox proportional hazards, and nearest neighbor matching were used to examine the cohort. RESULTS: Eighteen, (4.3%) of 416 patients were found to have MP-UTUC at our institution over a 23-year period. The majority of patients had ≥pT3 disease at the time of extirpative surgery (13/18, 72%) and one was identified as MP-UTUC prior to surgery. Seven patients received neoadjuvant chemotherapy and six patients received adjuvant chemotherapy. Median overall, cancer specific, and recurrence free survival were 3.29, 3.29, and 1.69 years, respectively for MP-UTUC. There was no survival difference between conventional UTUC and MP-UTUC when matched for age, stage, grade, lymphovascular invasion, and margins (HR 1.18, P = 0.567). No MP-UTUC patients receiving neoadjuvant and adjuvant chemotherapy had apparent pathologic down staging, and of those receiving adjuvant chemotherapy two-thirds died of disease within 2 years. CONCLUSIONS: MP-UTUC is a rare, and in most cases aggressive malignancy that commonly presents as locally advanced disease. In this case series, MP-UTUC does not appear to respond to perioperative chemotherapy as neoadjuvant and adjuvant chemotherapy did not result in apparent pathologic down staging and the majority of those receiving adjuvant chemotherapy died from MP-UTUC.


Asunto(s)
Carcinoma de Células Transicionales/patología , Neoplasias Renales/patología , Neoplasias Ureterales/patología , Anciano , Carcinoma de Células Transicionales/clasificación , Carcinoma de Células Transicionales/terapia , Femenino , Humanos , Neoplasias Renales/clasificación , Neoplasias Renales/terapia , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Resultado del Tratamiento , Neoplasias Ureterales/clasificación , Neoplasias Ureterales/terapia
18.
J Clin Oncol ; 37(5): 403-410, 2019 02 10.
Artículo en Inglés | MEDLINE | ID: mdl-30576268

RESUMEN

PURPOSE: Several studies have reported that among patients with localized prostate cancer, black men have a shorter overall survival (OS) time than white men, but few data exist for men with advanced prostate cancer. The primary goal of this analysis was to compare the OS in black and white men with metastatic castration-resistant prostate cancer (mCRPC) who were treated in phase III clinical trials with docetaxel plus prednisone (DP) or a DP-containing regimen. METHODS: Individual participant data from 8,820 men with mCRPC randomly assigned in nine phase III trials to DP or a DP-containing regimen were combined. Race was based on self-report. The primary end point was OS. The Cox proportional hazards regression model was used to assess the prognostic importance of race (black v white) adjusted for established risk factors common across the trials (age, prostate-specific antigen, performance status, alkaline phosphatase, hemoglobin, and sites of metastases). RESULTS: Of 8,820 men, 7,528 (85%) were white, 500 (6%) were black, 424 (5%) were Asian, and 368 (4%) were of unknown race. Black men were younger and had worse performance status, higher testosterone and prostate-specific antigen, and lower hemoglobin than white men. Despite these differences, the median OS was 21.0 months (95% CI, 19.4 to 22.5 months) versus 21.2 months (95% CI, 20.8 to 21.7 months) in black and white men, respectively. The pooled multivariable hazard ratio of 0.81 (95% CI, 0.72 to 0.91) demonstrates that overall, black men have a statistically significant decreased risk of death compared with white men ( P < .001). CONCLUSION: When adjusted for known prognostic factors, we observed a statistically significant increased OS in black versus white men with mCRPC who were enrolled in these clinical trials. The mechanism for these differences is not known.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Población Negra/estadística & datos numéricos , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Neoplasias de la Próstata Resistentes a la Castración/etnología , Población Blanca/estadística & datos numéricos , Ensayos Clínicos Fase III como Asunto , Docetaxel/administración & dosificación , Humanos , Masculino , Mitoxantrona/administración & dosificación , Metástasis de la Neoplasia , Prednisona/administración & dosificación , Neoplasias de la Próstata Resistentes a la Castración/mortalidad , Neoplasias de la Próstata Resistentes a la Castración/patología , Ensayos Clínicos Controlados Aleatorios como Asunto
19.
Cancer Chemother Pharmacol ; 80(3): 583-589, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28730293

RESUMEN

BACKGROUND: We evaluated the patterns of progression and determined clinical predictors of survival in patients with castration-resistant prostate cancer (CRPCa) who received sipuleucel-T. METHODS: We retrospectively analyzed 56 consecutive patients with asymptomatic or minimally symptomatic CRPCa treated with sipuleucel-T. Age, number of bone metastases, history of prior systemic treatment, and alkaline phosphatase level (ALP) were tested as predictors of survival in a multivariate Cox proportional hazards regression model. The Kaplan-Meier method was used to estimate event-free probabilities. RESULTS: The 56 patients were a median age of 67 years (range 51-84 years). After sipuleucel-T treatment, 25 patients developed bone progression after a median of 22 months of follow-up (54% of patients were event free at 2 years) and 10% (6/56 patients) developed rapid progression. Eleven deaths were observed after a median of 28 months of follow-up. Forty-eight patients were included in the multivariate analysis for overall survival. The analysis showed that age >70 years (p = 0.012), number of bone metastases >20 (p = 0.018), prior systemic treatment (p = 0.018), and ALP level >90 IU/L (p = 0.010) significantly predicted worse overall survival. Two-year overall survival was 36% among the 16 patients with two or more of these factors and was 93% among the 32 patients with one or none of these factors (p = 0.0004). CONCLUSIONS: CRPCa patients with age (>70 years), increased tumor burden in bone (>20 metastases and/or elevated ALP level), and/or prior systemic treatment are more likely to experience rapid deterioration after sipuleucel-T. These results need to be prospectively validated.


Asunto(s)
Inmunoterapia/métodos , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Extractos de Tejidos/uso terapéutico , Anciano , Anciano de 80 o más Años , Humanos , Masculino , Persona de Mediana Edad , Neoplasias de la Próstata Resistentes a la Castración/mortalidad , Estudios Retrospectivos , Análisis de Supervivencia , Extractos de Tejidos/administración & dosificación , Extractos de Tejidos/farmacología
20.
Clin Nucl Med ; 41(4): 268-73, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26828141

RESUMEN

PURPOSE: Determine if skeletal tumor burden on 18F-fluoride PET/CT (fluoride PET/CT) predicts the risk of bone marrow failure (BMF) after 223Ra dichloride therapy (223Ra). METHODS: Forty-one metastatic prostate cancer patients (43-89 years old; mean, 71 ± 9 years.) underwent fluoride PET/CT prior to 223Ra. Bone marrow failure was the primary end point and was defined as (1) development of hematologic toxicity (World Health Organization grade 3 or 4) associated with no recovery after 6 weeks or (2) death due to BMF after the last 223Ra dose. Bone marrow failure was correlated to fluoride PET/CT skeletal tumor burden (TLF10 [total lesion on fluoride PET/CT with SUVmax of 10 or greater]), use of chemotherapy, serum hemoglobin concentration, serum ALP, and serum prostate-specific antigen. RESULTS: The number of 223Ra cycles ranged from 2 to 6 (mean, 5). Of the 41 patients, 16 developed BMF (G3 = 12; G4 = 4). A significantly increased risk of developing BMF was observed in patients with TLF10 of 12,000 or greater (hazard ratio [HR], 11.09; P < 0.0001), hemoglobin of less than 10 g/dL (HR, 7.35; P = 0.0002), and AP > 146 UI/L (HR, 4.52; P = 0.0100). Neither concomitant (HR, 0.91; P = 0.88) nor subsequent use of chemotherapy (HR, 0.14; P = 0.84) increased the risk of BMF, nor was prostate-specific antigen greater than 10 µg/L (HR, 0.90; P = 0.86). Moreover, in a multivariable analysis, TLF10 was the only independent predictor of BMF (HR, 6.66; P = 0.0237). CONCLUSIONS: 223Ra was beneficial and reduced the risk of death even in patients with a high skeletal tumor burden. Fluoride PET/CT is able to determine which patients will benefit from 223Ra and which will develop BMF.


Asunto(s)
Médula Ósea/efectos de la radiación , Neoplasias Óseas/diagnóstico por imagen , Tomografía de Emisión de Positrones , Neoplasias de la Próstata/diagnóstico por imagen , Radioterapia/efectos adversos , Carga Tumoral , Anciano , Anciano de 80 o más Años , Médula Ósea/diagnóstico por imagen , Neoplasias Óseas/patología , Neoplasias Óseas/radioterapia , Neoplasias Óseas/secundario , Fluorodesoxiglucosa F18 , Humanos , Masculino , Persona de Mediana Edad , Imagen Multimodal , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/radioterapia , Radioisótopos/efectos adversos , Radioisótopos/uso terapéutico , Radiofármacos/efectos adversos , Radiofármacos/uso terapéutico , Radio (Elemento)/efectos adversos , Radio (Elemento)/uso terapéutico , Tomografía Computarizada por Rayos X
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