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1.
Acta Oncol ; 60(11): 1499-1506, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34448678

RESUMEN

BACKGROUND: Glandular metastases (GM) have been associated with improved survival in metastatic clear cell renal cell carcinoma (m-ccRCC). We aimed to molecularly characterize m-ccRCC with GM. MATERIAL AND METHODS: We performed a retrospective cohort study on all m-ccRCC patients with available tissue at our institution, diagnosed with metastatic disease from 2000 to 2019. We determined previously described angiogenesis- and immune-related gene expression signatures (GES) and ccrcc molecular subtypes through whole transcriptome RNA sequencing of primary tumors and metastases. We tested differences in GES and molecular subtypes across groups and studied overall (OS) and progression-free survival (PFS) using Kaplan-Meier survival analysis and Cox regression models. RESULTS: Primary tumors of patients who developed GM (n = 55) had higher IMmotion Angio (p < 0.001) and JAVELIN Angio (p = 0.003) GES as well as a higher proportion of angiogenic ccrcc2 molecular subtypes (p = 0.008) than primary tumors of patients with non-GM (n = 128). Metastatic lesions in glandular organs (n = 32) also had higher IMmotion Angio (p = 0.008) and JAVELIN Angio (p = 0.02) GES and were more frequently of the ccrcc2 molecular subtype (p = 0.03), compared to metastatic lesions in non-glandular organs in patients who did not develop any GM (n = 231), but not compared to metastatic lesions in non-glandular organs in patients who also developed GM (n = 18). Patients with GM had better OS (HR 0.49, p < 0.001) and PFS on first-line vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) (HR 0.64, p = 0.045) than patients with non-GM. PFS on first- or any-line immuno-oncology (IO) was not different. IMmotion Angio, JAVELIN Angio GES, and ccrcc2 molecular subtype were associated with better OS and PFS on first-line VEGFR-TKIs, but not PFS on first or any-line IO. CONCLUSIONS: Patients with m-ccRCC who develop GM are molecularly characterized by heightened angiogenesis, translating into better prognosis and better outcomes on VEGFR-TKIs, but not IO. Based on these findings, VEGFR-TKIs should be included in the first-line treatment of m-ccRCC patients with GM.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/genética , Humanos , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/genética , Estudios Retrospectivos , Tropismo , Factor A de Crecimiento Endotelial Vascular
2.
Acta Oncol ; 59(7): 818-824, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32297532

RESUMEN

Background: Metastatic renal cell carcinoma (mRCC) patients with bone metastases (BM) are at high risk for skeletal related events and have a poorer outcome when treated with vascular endothelial growth factor receptor-tyrosine kinase inhibitors (VEGFR-TKIs). Computed tomography (CT) lacks sensitivity to detect BM in mRCC. We aimed to determine the added value of whole body diffusion-weighted magnetic resonance imaging (WB-DWI/MRI) to CT for the detection of BM in mRCC and to estimate the prognostic impact of the number of BM in mRCC patients treated with VEGFR-TKIs.Material and methods: We conducted a prospective study including consecutive mRCC patients treated with a first-line VEGFR-TKI in the metastatic setting. All patients underwent a pretreatment thoracic-abdominal-pelvic CT and WB-DWI/MRI. CT and WB-DWI/MRI were compared for the detection of BM. The number of detected BM was correlated with response rate (RR), progression-free survival (PFS) and overall survival (OS) after start of the VEGFR-TKI.Results: Ninety-two patients were included. BM were found in 55% of the patients by WB-DWI/MRI and in 43% of the patients by CT (p = .003). Mean number of BM discovered per patient was 6.8 by WB-DWI/MRI versus 1.9 by CT (p = .006). The cutoff of ≤5 versus >5 BM on WB-DWI/MRI had the highest discriminative power for all outcome measures. Patients with >5 BM had a lower RR (10% versus 42%), more frequently early progressive disease (43% versus 13%, p = .003), shorter PFS (4 versus 10 months, p = .006) and shorter OS (10 versus 35 months, p < .0001) compared to patients with ≤5 BM.Conclusion: WB-DWI/MRI detects significantly more BM in mRCC patients than CT, allowing better estimation of the prognostic impact of BM in mRCC patients treated with VEGFR-TKIs. The prognostic impact should now be validated in patients treated with immune checkpoint inhibitors.


Asunto(s)
Neoplasias Óseas/diagnóstico por imagen , Neoplasias Óseas/tratamiento farmacológico , Carcinoma de Células Renales/diagnóstico por imagen , Carcinoma de Células Renales/tratamiento farmacológico , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/patología , Adulto , Anciano , Anciano de 80 o más Años , Inhibidores de la Angiogénesis/uso terapéutico , Antineoplásicos/uso terapéutico , Axitinib/uso terapéutico , Neoplasias Óseas/secundario , Carcinoma de Células Renales/secundario , Imagen de Difusión por Resonancia Magnética , Femenino , Humanos , Indazoles , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirimidinas/uso terapéutico , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Sulfonamidas/uso terapéutico , Sunitinib/uso terapéutico , Tomografía Computarizada por Rayos X , Carga Tumoral
3.
Acta Oncol ; 57(4): 498-508, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29095068

RESUMEN

OBJECTIVES: Clear-cell renal cell carcinomas (ccRCC) are characterized by hyper-vascularization and can respond to vascular endothelial growth factor receptor (VEGFR) inhibitors such as sunitinib. We aimed to study the predictive value of the expression of genes in the hypoxia induced factor (HIF) - vascular endothelial growth factor (VEGF) - VEGFR-pro-angiogenic pathway in metastatic ccRCC (m-ccRCC) patients treated with sunitinib and the correlation between the expression of these genes and the molecular ccrcc-classification, the expression of genes involved in the immune-suppressive microenvironment and Von Hippel-Lindau (VHL) - and Polybromo-1 (PBRM1) - mutational status. MATERIAL AND METHODS: m-ccRCC patients treated with sunitinib as first-line targeted therapy were included. Gene expression was studied in the primary nephrectomy sample by qRT-PCR, VHL- and PBRM1-mutational status by sequencing. Response rate by RECIST, progression-free survival (PFS) and overall survival (OS) were study endpoints. RESULTS: One hundred and four patients were included. On multivariate-analysis, HIF2A-, platelet derived growth factor receptor beta (PDGFRB)-, VEGFC-, VEGFR1- and VEGFR2-expression were correlated with PFS and HIF1A-, HIF2A-, VEGFR1- and VEGFR2-expression with OS. VEGFR2-expression showed the strongest association with outcome, being significantly correlated with all outcome parameters. HIF2A, VEGFA, VEGFR1, VEGFR2 and VEGFR3 were highly expressed in the transcriptomic ccrcc2-subtype of tumors, known to be highly sensitive to sunitinib. In the total tumor series, there was no correlation nor inverse correlation between the expression of genes involved in angiogenesis and in the immune-suppressive microenvironment. In tumors with a bi-allelic PBRM1-inactivation, HIF2A-, VEGFA-, VEGFR1- and VEGFR2-expression were higher, compared to tumors with one or two functional PBRM1-alleles. CONCLUSIONS: Intratumoral expression of genes involved in the HIF-VEGF-VEGFR-pro-angiogenic pathway, especially VEGFR2, is associated with favorable outcome on sunitinib in m-ccRCCs. Several genes involved in this pathway are upregulated in the molecular ccrcc2-subgroup, which usually responds well to sunitinib.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Carcinoma de Células Renales/genética , Indoles/uso terapéutico , Neoplasias Renales/genética , Neovascularización Patológica/genética , Pirroles/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/mortalidad , Supervivencia sin Enfermedad , Femenino , Humanos , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/mortalidad , Masculino , Persona de Mediana Edad , Neovascularización Patológica/tratamiento farmacológico , Sunitinib , Transcriptoma , Resultado del Tratamiento
4.
Nat Med ; 30(6): 1667-1679, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38773341

RESUMEN

An important challenge in the real-world management of patients with advanced clear-cell renal cell carcinoma (aRCC) is determining who might benefit from immune checkpoint blockade (ICB). Here we performed a comprehensive multiomics mapping of aRCC in the context of ICB treatment, involving discovery analyses in a real-world data cohort followed by validation in independent cohorts. We cross-connected bulk-tumor transcriptomes across >1,000 patients with validations at single-cell and spatial resolutions, revealing a patient-specific crosstalk between proinflammatory tumor-associated macrophages and (pre-)exhausted CD8+ T cells that was distinguished by a human leukocyte antigen repertoire with higher preference for tumoral neoantigens. A cross-omics machine learning pipeline helped derive a new tumor transcriptomic footprint of neoantigen-favoring human leukocyte antigen alleles. This machine learning signature correlated with positive outcome following ICB treatment in both real-world data and independent clinical cohorts. In experiments using the RENCA-tumor mouse model, CD40 agonism combined with PD1 blockade potentiated both proinflammatory tumor-associated macrophages and CD8+ T cells, thereby achieving maximal antitumor efficacy relative to other tested regimens. Thus, we present a new multiomics and spatial map of the immune-community architecture that drives ICB response in patients with aRCC.


Asunto(s)
Linfocitos T CD8-positivos , Carcinoma de Células Renales , Antígenos HLA , Inmunoterapia , Neoplasias Renales , Carcinoma de Células Renales/inmunología , Carcinoma de Células Renales/terapia , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Humanos , Neoplasias Renales/inmunología , Neoplasias Renales/terapia , Neoplasias Renales/genética , Neoplasias Renales/patología , Animales , Inmunoterapia/métodos , Linfocitos T CD8-positivos/inmunología , Ratones , Antígenos HLA/inmunología , Antígenos HLA/genética , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Inhibidores de Puntos de Control Inmunológico/farmacología , Aprendizaje Automático , Antígenos CD40/inmunología , Antígenos CD40/genética , Macrófagos Asociados a Tumores/inmunología , Transcriptoma , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Receptor de Muerte Celular Programada 1/inmunología , Femenino
5.
Eur Urol Open Sci ; 40: 54-57, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35540710

RESUMEN

Highly effective systemic treatments have globally improved outcomes in metastatic clear-cell renal cell carcinoma (m-ccRCC). However, despite many efforts, reliable biomarkers predicting individual responses are currently lacking. Moreover, mixed responses are commonly observed. We hypothesized that molecular heterogeneity between primary tumors and their metastases could flaw biomarker research based on features of the primary tumor and explain mixed responses. Therefore, we studied the heterogeneity of the ccrcc1-4 molecular subtypes across patient-matched primary and metastatic lesions over time in 62 patients with m-ccRCC who underwent both nephrectomy and metastasectomy. These subtypes characterize underlying disease biology and are associated with outcomes in both the primary and metastatic settings. We observed a concordance rate of 58% (95% confidence interval 45-71%). This concordance was not affected by the interval between nephrectomy and resection of the metastatic lesion. Across discordant pairs, the metastatic lesions mostly exhibited a less favorable molecular subtype. Moreover, primary tumors with the favorable ccrcc2 molecular subtype were characterized by favorable prognosis and a long interval between nephrectomy and metastasectomy. Conversely, tumors with the unfavorable ccrcc4 molecular subtype relapsed quickly and had poor prognosis. Thus, the considerable molecular heterogeneity between patient-matched m-ccRCC primary and metastatic lesions provides an explanation for mixed responses to systemic therapy and could impact the development of biomarker studies in which the primary tumor is often considered a surrogate for metastatic disease. Patient summary: We studied primary tumors and metastases from patients with kidney cancer and found considerable heterogeneity in their molecular features. This heterogeneity explains mixed responses to systemic therapy and is important to take into account in future biomarker studies for this disease.

6.
Urol Oncol ; 39(4): 239.e17-239.e25, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33485762

RESUMEN

OBJECTIVE: To evaluate the impact of markers of systemic inflammation such as C-reactive protein (CRP) and neutrophil-lymphocyte ratio (NLR) on outcomes of metastatic clear-cell renal cell carcinoma (m-ccRCC) patients treated with nivolumab. PATIENTS AND METHODS: We retrospectively evaluated m-ccRCC patients treated with nivolumab and collected known prognostic factors and survival data. We used Kaplan-Meier survival analysis and cox proportional hazards regression analysis to study prognostic factors for overall survival (OS) and progression-free survival (PFS) since start of nivolumab. Harrell's C-index was used to evaluate the models. RESULTS: We included 113 patients. Median OS and PFS after initiation of nivolumab was 15 (interquartile range 7-28) and 4 months (interquartile range 3-11), respectively. Elevated baseline CRP was associated with worse OS (HR per 25 mg/l 1.35, 95% CI 1.16-1.52, P < 0.001) and PFS (HR per 25 mg/l 1.19, 95% CI 1.08-1.35, P = 0.001), independent from the international metastatic renal cell carcinoma database consortium (IMDC) prognostic criteria, increasing the model's C-index from 0.72 to 0.77 for OS and 0.59 to 0.62 for PFS. Elevated NLR was associated with worse OS (HR 1.10, 95% CI 1.04-1.17, P = 0.002) and PFS (HR 1.06, 95% CI 1.01-1.11, P = 0.03) independent from the other IMDC prognostic criteria. The model's C-index decreased from 0.72 to 0.70 for OS and increased from 0.59 to 0.60 for PFS. CONCLUSIONS: Elevated baseline CRP and NLR predict worse OS and PFS on nivolumab in m-ccRCC patients. Including baseline CRP in the IMDC prognostic model improves its discriminatory power to predict OS and PFS since start of nivolumab.


Asunto(s)
Antineoplásicos Inmunológicos/uso terapéutico , Proteína C-Reactiva/análisis , Carcinoma de Células Renales/sangre , Carcinoma de Células Renales/tratamiento farmacológico , Neoplasias Renales/sangre , Neoplasias Renales/tratamiento farmacológico , Linfocitos , Neutrófilos , Nivolumab/uso terapéutico , Anciano , Carcinoma de Células Renales/mortalidad , Femenino , Humanos , Neoplasias Renales/mortalidad , Recuento de Leucocitos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia
7.
Cancers (Basel) ; 13(12)2021 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-34205829

RESUMEN

Metastatic clear-cell renal cell carcinoma (m-ccRCC) is characterized by increased hypoxia-induced factor (HIF)-2α and vascular endothelial growth factor receptor (VEGFR)-dependent angiogenesis through loss of function of the von Hippel-Lindau protein. VEGFR tyrosine kinase inhibitors (VEGFR-TKIs) are a cornerstone of m-ccRCC treatment, and new treatments targeting HIF-2α are currently under investigation. However, predictive biomarkers for these treatments are lacking. In this retrospective cohort study including 109 patients treated with VEGFR-targeted therapies as first-line treatment, we aimed to study the possible predictive function of microRNAs (miRNAs) targeting HIF-2α, VEGFR1 and VEGFR2. We selected miRNAs inversely correlated with HIF-2α, VEGFR1 and/or VEGFR2 expression and with predicted target sites in the respective genes and subsequently studied their impact on therapeutic outcomes. We identified four miRNAs (miR-34c-5p, miR-221-3p, miR-222-3p and miR-3529-3p) inversely correlated with VEGFR1 and/or VEGFR2 expression and associated with tumor shrinkage and progression-free survival (PFS) upon treatment with VEGFR-TKIs, highlighting the potential predictive value of these miRNAs. Moreover, we identified three miRNAs (miR-185-5p, miR-223-3p and miR-3529-3p) inversely correlated with HIF-2α expression and associated with tumor shrinkage and PFS upon treatment with VEGFR-TKIs. These three miRNAs can have a predictive value not only upon treatment with VEGFR-TKIs but possibly also upon treatment with the upcoming HIF-2α inhibitor belzutifan.

8.
Clin Genitourin Cancer ; 19(6): e382-e394, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34362692

RESUMEN

BACKGROUND: Trials with adjuvant vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) failed to demonstrate meaningful benefit in clinically high-risk, fully resected clear cell renal cell carcinoma (ccRCC). We evaluated whether the ccrcc1-4 molecular subtypes and gene expression signatures (GES) are associated with outcomes in this setting. MATERIALS AND METHODS: We determined molecular subtypes as well as angiogenesis- and immune-related GES through RNA sequencing of 75 fresh frozen (FF) and 62 formalin-fixed, paraffin-embedded (FFPE) tumor samples. We studied disease-free (DFS) and overall survival (OS) and determined correlations among GES and Leibovich score. RESULTS: Angiogenesis-related GES and molecular subtypes were associated with longer DFS and OS across both cohorts, whereas immune-related GES were not. In the FF cohort, molecular subtypes (ccrcc2 & 3 vs. ccrcc1 & 4) were associated with DFS and OS, on bivariable analysis with Leibovich score (HR 0.62, 95%CI 0.39-0.98, P = .04 and HR 0.35, 95%CI 0.19-0.64, P < .001). In the FFPE cohort, molecular subtypes (ccrcc2 & 3 vs. ccrcc1&4) were also associated with DFS (HR 0.53, 95%CI 0.31-0.93, P = .03), but not OS (HR 0.59, 95%CI 0.31-1.13, P = .11) on bivariable analysis with Leibovich score. Leibovich score was significantly inversely correlated with all angiogenesis-related GES (all P < .01), but not correlated with immune-related GES. CONCLUSIONS: Molecular subtypes and angiogenesis-related GES are prognostic for DFS and OS in fully resected, localized ccRCC. Favorable ccrcc2 & 3 molecular subtypes with high angiogenesis-related GES, which respond best to VEGFR-TKIs, are at lower risk of relapse but were probably underrepresented in the adjuvant VEGFR-TKI trials since they inversely correlate with Leibovich score. Conversely, immune-related GES are not correlated with Leibovich score and clinically high-risk tumors can display both high and low immune-related GES. Therefore, molecular characterization could guide patient selection for adjuvant treatment.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/cirugía , Humanos , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/genética , Neoplasias Renales/cirugía , Recurrencia Local de Neoplasia/genética , Pronóstico , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Transcriptoma
9.
Cancers (Basel) ; 13(7)2021 Mar 28.
Artículo en Inglés | MEDLINE | ID: mdl-33800656

RESUMEN

Bone metastasis in clear-cell renal cell carcinoma (ccRCC) leads to substantial morbidity through skeletal related adverse events and implicates worse clinical outcomes. MicroRNAs (miRNA) are small non-protein coding RNA molecules with important regulatory functions in cancer development and metastasis. In this retrospective analysis we present dysregulated miRNA in ccRCC, which are associated with bone metastasis. In particular, miR-23a-3p, miR-27a-3p, miR-20a-5p, and miR-335-3p specifically correlated with the earlier appearance of bone metastasis, compared to metastasis in other organs. In contrast, miR-30b-3p and miR-139-3p were correlated with less occurrence of bone metastasis. These miRNAs are potential biomarkers and attractive targets for miRNA inhibitors or mimics, which could lead to novel therapeutic possibilities for bone targeted treatment in metastatic ccRCC.

10.
Commun Biol ; 4(1): 166, 2021 02 05.
Artículo en Inglés | MEDLINE | ID: mdl-33547392

RESUMEN

Polo-like kinase 1 (Plk1) expression is inversely correlated with survival advantages in many cancers. However, molecular mechanisms that underlie Plk1 expression are poorly understood. Here, we uncover a hypoxia-regulated mechanism of Plk1-mediated cancer metastasis and drug resistance. We demonstrated that a HIF-2-dependent regulatory pathway drives Plk1 expression in clear cell renal cell carcinoma (ccRCC). Mechanistically, HIF-2 transcriptionally targets the hypoxia response element of the Plk1 promoter. In ccRCC patients, high expression of Plk1 was correlated to poor disease-free survival and overall survival. Loss-of-function of Plk1 in vivo markedly attenuated ccRCC growth and metastasis. High Plk1 expression conferred a resistant phenotype of ccRCC to targeted therapeutics such as sunitinib, in vitro, in vivo, and in metastatic ccRCC patients. Importantly, high Plk1 expression was defined in a subpopulation of ccRCC patients that are refractory to current therapies. Hence, we propose a therapeutic paradigm for improving outcomes of ccRCC patients.


Asunto(s)
Carcinoma de Células Renales , Proteínas de Ciclo Celular/fisiología , Resistencia a Antineoplásicos/genética , Neoplasias Renales , Proteínas Serina-Treonina Quinasas/fisiología , Proteínas Proto-Oncogénicas/fisiología , Animales , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Proteínas de Ciclo Celular/genética , Línea Celular Tumoral , Proliferación Celular/genética , Estudios de Cohortes , Embrión no Mamífero , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/genética , Neoplasias Renales/patología , Ratones , Ratones Desnudos , Metástasis de la Neoplasia , Proteínas Serina-Treonina Quinasas/genética , Proteínas Proto-Oncogénicas/genética , Regulación hacia Arriba/genética , Pez Cebra , Quinasa Tipo Polo 1
11.
Urol Oncol ; 38(12): 937.e1-937.e9, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-32900628

RESUMEN

OBJECTIVE: To assess the role of metastasis directed therapy and in particular surgical metastasectomy (MxT) in metastatic renal cell carcinoma (mRCC) in the era of targeted therapy. METHOD: The files of all patients who underwent MxT for treatment of mRCC in University Hospitals Leuven between 1989 and 2015 were reviewed. RESULTS: One hundred and thirty eight patients met the inclusion criteria. Mean age at MxT was 59.3 (IQR: 57.5-61.0) years. Median follow-up was 50.1 (42.3-63.8) months. Due to adequate patient selection, 91.9% of MxT achieved no evidence of disease status, which resulted in long median overall survival of 87.8 (63.8-113.4) months and median cancer specific survival of 92.8 (69.5-123.4) months. On multivariate analysis, primary tumor stage >pT2 (hazard ratio [HR] 2.79 [1.47-5.28] P= 0.002), unreached no evidence of disease status (HR 8.62 [3.19-23.32] P< 0.001), presence of nonpulmonary metastasis (HR 2.29 [1.02-5.10] P= 0.0449) and sarcomatoid dedifferentiation in the primary tumor (HR 4.52 [1.15-17.69] P= 0.03) significantly impacted overall survival. Survival did not differ for MxT performed before and after the advent of vascular endothelial growth factor receptor-tyrosine kinase inhibitors. DISCUSSION: Our study confirms the validity of MxT in mRCC in the tyrosine kinase inhibitors era. MxT should be considered in mRCC whenever the patient is fit enough to undergo surgery and complete removal of metastasis is considered possible, independent of number, location, and chronology of appearance of metastasis. Patients with pulmonary metastasis only, seem to be the best candidates for surgical MxT.


Asunto(s)
Carcinoma de Células Renales/secundario , Neoplasias Renales/patología , Metastasectomía , Adulto , Anciano , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Resultado del Tratamiento , Adulto Joven
12.
Scand J Urol ; 54(6): 493-499, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-32924729

RESUMEN

PURPOSE: The prospective CARMENA trial surprisingly suggested that patients with upfront metastatic clear-cell renal cell carcinoma (m-ccRCC) would not benefit from cytoreductive nephrectomy (CN). We aimed to identify the m-ccRCC patient subpopulation who would benefit from the continued use of CN. METHODS: We performed a retrospective cohort study on upfront m-ccRCC patients and identified three subgroups: patients treated with vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) only without CN (TKI ONLY), patients undergoing CN immediately followed within 6 months by VEGFR-TKIs (CN > TKI) and patients undergoing CN followed by a considerable therapy-free interval of at least 6 months (CN > AS). Kaplan-Meier survival analysis and Cox proportional hazards regression models were used to compare outcomes and investigate predictive factors. RESULTS: We included 119 patients. Overall survival was 17, 13 and 56 months for the CN > TKI, TKI only and CN > AS subgroups, respectively (p < 0.0001). Oligometastatic disease (HR = 0.33, 95% CI = 0.21-0.54, p < 0.0001), lung as only metastatic site (HR = 0.48, 95% CI = 0.31-0.76, p = 0.001) and having ≤ 2 evaluable International Metastatic Renal Cell Carcinoma Database Consortium (IMDC) criteria (HR = 0.56, 95% CI = 0.32-0.98, p = 0.04) were predictive for systemic therapy free survival after diagnosis. CONCLUSIONS: The CARMENA results only apply for m-ccRCC patients in immediate need for systemic therapy, but not for patients in whom a period of AS can be expected after CN. Patients in whom systemic therapy most likely can be deferred and who are likely to benefit from CN have oligometastatic disease, only present in the lung and few (≤2) evaluable IMDC criteria.


Asunto(s)
Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/cirugía , Procedimientos Quirúrgicos de Citorreducción , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/cirugía , Nefrectomía/métodos , Inhibidores de Proteínas Quinasas/uso terapéutico , Anciano , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Estudios Retrospectivos , Espera Vigilante
13.
PLoS One ; 15(9): e0238809, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32915890

RESUMEN

Clear-cell renal cell carcinomas (ccRCC) can be divided into four transcriptomic subtypes, two of which have a favorable and two an unfavorable prognosis. To assess mechanisms driving these subtypes, we investigated their miRNA expression patterns. miRNAs are master regulators of mRNAs, that are widely deregulated in cancer. Unsupervised clustering in our dataset (n = 128) and The Cancer Genome Atlas (TCGA) validation set identified two distinct miRNA clusters that overlapped with the transcriptomic subtypes, underscoring the validity of these subtypes on a multi-omics level and suggesting a driving role for miRNAs. Discriminatory miRNAs for the favorable subtypes repressed epithelial-to-mesenchymal transition, based on gene set enrichment analysis and target-mRNA expression levels. Strikingly, throughout the entire dataset, miRNAs associated with favorable subtypes were also associated with longer overall survival after diagnosis, and miRNAs associated with unfavorable subtypes with shorter overall survival (Pearson r = -0.54, p<0.0001). These findings indicate a general shift in miRNA expression between more and less aggressive tumors. This adds to current literature, which usually suggests only a small subset of miRNAs as markers of aggressive disease. In conclusion, this study reveals distinct mRNA expression patterns underlying transcriptomic ccRCC-subtypes, whereby miRNAs associated with favorable subtypes counteract epithelial-to-mesenchymal transition. There is a general shift in miRNA expression in ccRCC, between more and less aggressive tumors.


Asunto(s)
Carcinoma de Células Renales/genética , Perfilación de la Expresión Génica , Neoplasias Renales/genética , MicroARNs/genética , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/patología , Femenino , Humanos , Indazoles , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Pirimidinas/farmacología , Pirimidinas/uso terapéutico , ARN Mensajero/genética , Sulfonamidas/farmacología , Sulfonamidas/uso terapéutico , Sunitinib/farmacología , Sunitinib/uso terapéutico , Análisis de Supervivencia
14.
Urol Oncol ; 38(8): 686.e1-686.e9, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32430250

RESUMEN

OBJECTIVE: Papillary renal cell carcinoma (papRCC) is a rare (10%-15%) subtype of renal cancer. Few prognostic biomarkers have been described in metastatic papRCC (m-papRCC) patients treated with vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs). We aimed to study the prognostic impact of bone metastases (BM) on response rate, progression-free and overall survival (PFS and OS) in patients with m-papRCC treated with first agent VEGFR-TKIs. PATIENTS AND METHODS: A multicentric, retrospective analysis of patient records was conducted. BM were detected by computed tomography and/or bone scintigraphy. The International Metastatic RCC Database Consortium (IMDC) score was calculated at start of first agent VEGFR-TKI treatment. RESULTS: Forty-nine patients were included. Best objective response was partial response in 20%, stable disease in 60% and early progressive disease in 20% of patients. Median PFS (mPFS) was 6.0 months and median OS (mOS) 14.0 months after start of first agent VEGFR-TKI. The IMDC score correlated with mOS: 77.5 months in good, 17.0 months in intermediate and 8.0 months in poor risk patients (P = 0.002). Patients with BM had a poorer outcome compared to patients without BM: mPFS was 4.0 vs. 7.0 months (P = 0.006) and mOS 7.5 vs. 19.0 months (P = 0.002). On bivariate analysis, the presence of BM was independently associated with PFS (P = 0.02) and OS (P = 0.049), independent of the IMDC risk groups. CONCLUSION: In m-papRCC patients treated with first agent VEGFR-TKIs, the presence of BM is an unfavorable prognostic factor, associated with shorter PFS and OS.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Axitinib/uso terapéutico , Neoplasias Óseas/secundario , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/secundario , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/patología , Pirimidinas/uso terapéutico , Sorafenib/uso terapéutico , Sulfonamidas/uso terapéutico , Sunitinib/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias Óseas/mortalidad , Carcinoma de Células Renales/mortalidad , Supervivencia sin Enfermedad , Femenino , Humanos , Indazoles , Neoplasias Renales/mortalidad , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Resultado del Tratamiento
15.
Eur Urol Oncol ; 3(4): 523-529, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32414697

RESUMEN

BACKGROUND: Cytoreductive nephrectomy (CN) plays an important role in the treatment of a subgroup of metastatic renal cell carcinoma (mRCC) patients. OBJECTIVE: We aimed to evaluate morbidity associated with this procedure and identify potential predictors thereof to aid patient selection for this procedure and potentially improve patient outcomes. DESIGN, SETTING, AND PARTICIPANTS: Data from 736 mRCC patients undergoing CN at 14 institutions were retrospectively recorded in the Registry for Metastatic RCC (REMARCC). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Logistic regression analysis was used to identify predictors for intraoperative, any-grade (AGCs), low-grade, and high-grade (HGCs) postoperative complications (according to the Clavien-Dindo classification) as well as 30-d readmission rates. RESULTS AND LIMITATIONS: Intraoperative complications were observed in 69 patients (10.9%). Thrombectomy (odds ratio [OR] 1.38, 95% confidence interval [CI] 1.08-1.75, p = 0.009) and adjacent organ removal (OR 2.7, 95% CI 1.38-5.30) were significant predictors of intraoperative complications at multivariable analysis. Two hundred seventeen patients (29.5%) encountered AGCs, while 45 (6.1%) encountered an HGC, of whom 10 (1.4%) died. Twenty-four (3.3%) patients had multiple postoperative complications. Estimated blood loss (EBL; OR 1.49, 95% CI 1.08-2.05, p = 0.01) was a significant predictor of AGCs at multivariable analysis. CN case load (OR 0.13, 95% CI 0.03-0.59, p = 0.009) and EBL (OR 2.93, 95% CI 1.20-7.15, p = 0.02) were significant predictors solely for HGCs at multivariable analysis. Forty-one patients (11.5%) were readmitted within 30 d of surgery. No significant predictors were identified. Results were confirmed in a subanalysis focusing solely on patients treated in the contemporary targeted therapy era. CONCLUSIONS: Morbidity associated with CN is not negligible. Predictors of high-grade postoperative morbidity are predominantly indicators of complex surgery. EBL is a strong predictor of postoperative complications. CN case load correlates with lower high-grade morbidity and highlights the benefit of centralization of complex surgery. However, risks and benefits should be balanced when considering CN in mRCC patients. PATIENT SUMMARY: We studied patients with metastatic renal cancer to evaluate the outcomes associated with the surgical removal of the primary kidney tumor. We found that this procedure is often complex and adverse events are not uncommon. High intraoperative blood loss and a small number of cases performed at the treating center are associated with a higher rate of postoperative complications.


Asunto(s)
Carcinoma de Células Renales/cirugía , Procedimientos Quirúrgicos de Citorreducción , Neoplasias Renales/cirugía , Nefrectomía/métodos , Complicaciones Posoperatorias/epidemiología , Anciano , Carcinoma de Células Renales/secundario , Femenino , Humanos , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Pronóstico , Sistema de Registros , Estudios Retrospectivos
16.
Acta Clin Belg ; 74(6): 414-423, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-30497350

RESUMEN

Background: Metastatic clear-cell renal cell carcinoma (m-ccRCC) patients with bone metastases (BM) treated with vascular endothelial growth factor receptor (VEGFR) tyrosine kinase inhibitors (TKI) have a poorer outcome compared to patients without BM. We aimed to investigate whether an increased incidence of VEGFR-TKI treatment interruptions and/or dose reductions in patients with BM could explain this difference in outcome. Patients and methods: Retrospective study on m-ccRCC patients treated in first-line with VEGFR-TKI. Analysis of the incidence of treatment interruptions and dose reductions and time-to-event analysis. Study of the correlation with the presence of BM at start of first-line VEGFR-TKIs. Results: Two-hundred-and-five patients were included. In patients with BM, median time-to-dose-reduction was significantly shorter (3 versus 5 cycles; p = 0.005) than in patients without BM. 63% of the total number of cycles was administered at reduced dose, compared to 41% in patients without BM. Age at start of VEGFR-TKI (≤ versus >70 years) was significantly associated with median time-to-dose-reduction (5 versus 3 cycles; p = 0.007). On multivariate analysis, the presence of BM (p = 0.004; HR 1.82, 95%CI 1.21-2.73) and age at start of VEGFR-TKIs (p = 0.017; HR 1.65, 95%CI 1.10-2.50) were independently associated with time-to-dose-reduction. Conclusion: In m-ccRCC patients treated with VEGFR-TKIs, dose reductions occurred earlier in patients with BM compared to patients without BM and in elderly patients.


Asunto(s)
Inhibidores de la Angiogénesis , Neoplasias Óseas , Carcinoma de Células Renales , Neoplasias Renales , Receptores de Factores de Crecimiento Endotelial Vascular/antagonistas & inhibidores , Anciano , Inhibidores de la Angiogénesis/administración & dosificación , Inhibidores de la Angiogénesis/efectos adversos , Antineoplásicos/administración & dosificación , Antineoplásicos/efectos adversos , Neoplasias Óseas/tratamiento farmacológico , Neoplasias Óseas/patología , Neoplasias Óseas/secundario , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/patología , Relación Dosis-Respuesta a Droga , Monitoreo de Drogas/métodos , Monitoreo de Drogas/estadística & datos numéricos , Femenino , Humanos , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/patología , Masculino , Administración del Tratamiento Farmacológico/estadística & datos numéricos , Persona de Mediana Edad , Estadificación de Neoplasias , Resultado del Tratamiento
17.
Acta Clin Belg ; 74(3): 169-179, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29774795

RESUMEN

OBJECTIVES: To study the prevalence of hypogonadism in male patients with metastatic renal cell carcinoma (mRCC) starting with targeted therapies and the impact of the vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) sunitinib and pazopanib on the luteinizing hormone (LH)/testosterone (TT)-axis. METHODS: Male mRCC patients starting with targeted therapies were prospectively included in this study. TT- and LH-levels were sampled at start as well as during systemic therapy. Endpoints of the study were gonadal status (TT- and LH-levels) at start of targeted therapy and TT- and LH-evolution during targeted therapy. RESULTS: Sixty-three patients were included in this study. At start of targeted therapy, 30% of patients were eugonadal and 48% had secondary hypogonadism. Decreased TT- and increased LH-levels were associated with inflammatory state and poor prognosis. During sunitinib therapy, TT-levels decreased with 32% (p = 0.004) and LH-levels with 14% (p = 0.03). TT-levels were 13% lower (p = 0.007) and LH-levels 15% lower (p = 0.004) on day 28 compared to day 1. In four patients, a dramatic TT decrease was observed shortly after starting sunitinib. In patients treated with pazopanib, no impact on TT- or LH-levels was observed. CONCLUSION: Hypogonadism is a frequent finding in male mRCC-patients at start of targeted therapies. In contrast to pazopanib, during sunitinib therapy, TT- and LH-levels tend to decrease, leading to an increased incidence of secondary hypogonadism.


Asunto(s)
Antineoplásicos/efectos adversos , Carcinoma de Células Renales/tratamiento farmacológico , Hipogonadismo/etiología , Neoplasias Renales/tratamiento farmacológico , Inhibidores de Proteínas Quinasas/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/uso terapéutico , Carcinoma de Células Renales/complicaciones , Carcinoma de Células Renales/secundario , Estudios Transversales , Humanos , Hipogonadismo/inducido químicamente , Hipogonadismo/epidemiología , Indazoles , Neoplasias Renales/complicaciones , Neoplasias Renales/patología , Hormona Luteinizante/análisis , Masculino , Persona de Mediana Edad , Terapia Molecular Dirigida/efectos adversos , Terapia Molecular Dirigida/métodos , Prevalencia , Estudios Prospectivos , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirimidinas/efectos adversos , Pirimidinas/uso terapéutico , Sirolimus/efectos adversos , Sirolimus/análogos & derivados , Sirolimus/uso terapéutico , Sulfonamidas/efectos adversos , Sulfonamidas/uso terapéutico , Sunitinib/efectos adversos , Sunitinib/uso terapéutico , Testosterona/análisis , Factor A de Crecimiento Endotelial Vascular/antagonistas & inhibidores
18.
Acta Clin Belg ; 74(3): 180-188, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29792121

RESUMEN

BACKGROUND AND AIM: Vascular endothelial growth factor receptor tyrosine kinase inhibitors (VEGFR-TKIs) cause significant adverse events including thyroid dysfunction, mainly hypothyroidism, in a considerable proportion of patients. In a series of metastatic renal cell carcinoma (mRCC) patients treated with sunitinib, we aimed to study the correlation between hypothyroidism and single nucleotide polymorphisms (SNPs) in genes involved in sunitinib pharmacokinetics and pharmacodynamics. PATIENTS AND METHODS: We included 79 mRCC patients who started sunitinib between November 2005 and March 2016. Serum thyroid function markers were collected at start and during sunitinib therapy. Germ-line DNA genotyping for 16 SNPs in 8 candidate genes was performed. Endpoints were time to increase in thyroid stimulating hormone (TSH) and time to decrease in T4 or free T4 (FT4) on day 1 and day 28 of each sunitinib cycle. RESULTS: Patients with the ABCG2 rs2231142 CC-genotype had a significantly longer time-to-TSH-increase on day 1 (11 vs. 5 cycles; p = 0.0011), and time-to-T4/FT4-decrease on day 1 (not reached vs. 10 cycles; p = 0.013) and day 28 (28 vs. 7 cycles; p = 0.03) compared to CA-carriers. Patients with the CYP3A5 rs776746 GG-genotype had a significantly longer time-to-TSH-increase at day 1 compared to GA-patients: 11 vs. 5 cycles (p = 0.0071). Significant associations were also found between PDGFRA rs35597368 and rs1800812 and time-to-TSH-increase at day 28. CONCLUSION: Polymorphism rs2231142 in the efflux pump ABCG2 is associated with hypothyroidism in mRCC patients treated with sunitinib.


Asunto(s)
Transportador de Casetes de Unión a ATP, Subfamilia G, Miembro 2/genética , Antineoplásicos/efectos adversos , Carcinoma de Células Renales/tratamiento farmacológico , Hipotiroidismo/inducido químicamente , Neoplasias Renales/tratamiento farmacológico , Proteínas de Neoplasias/genética , Sunitinib/efectos adversos , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/secundario , Femenino , Humanos , Hipotiroidismo/genética , Neoplasias Renales/genética , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Inhibidores de Proteínas Quinasas/efectos adversos , Inhibidores de Proteínas Quinasas/farmacología , Inhibidores de Proteínas Quinasas/uso terapéutico , Sunitinib/farmacología , Sunitinib/uso terapéutico
19.
Clin Genitourin Cancer ; 17(2): e235-e246, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30527746

RESUMEN

BACKGROUND: There are no validated markers that predict response or resistance in patients with metastatic clear-cell renal cell carcinoma (mccRCC) treated with vascular endothelial growth factor receptor tyrosine kinase inhibitors such as sunitinib and pazopanib. Recently, single nucleotide polymorphism (SNP) rs2981582 in Fibroblast Growth Factor Receptor 2 (FGFR2) was found to be associated with clinical outcome in patients with mccRCC treated with pazopanib and sunitinib. We aimed to validate these findings in patients treated with sunitinib. MATERIALS AND METHODS: Germline DNA was collected in patients with mccRCC starting first-line systemic therapy with sunitinib. SNP rs2981582 in FGFR2 C>T was genotyped. Association of the genotype with response rate, tumor shrinkage, median progression-free survival (mPFS), and median overall survival (mOS) was studied. RESULTS: We collected clinical data from 154 patients with available germline DNA. Baseline prognostic markers were well-balanced between both subgroups. Patients with the TT genotype had a poorer outcome compared with patients with the CT/CC genotype. The median shrinkage of selected tumor target lesions during treatment with sunitinib was -16% versus -31% (P = .002), mPFS was 8 versus 15 months (P = .0007), and mOS was 22 versus 33 months (P = .04), respectively. On multivariate analysis, rs2981582 remained an independent predictor of PFS (hazard ratio, 2.858; 95% confidence interval, 1.659-4.923; P < .0001) and OS (hazard ratio, 1.795; 95% confidence interval, 1.003-3.212; P = .049). CONCLUSION: Polymorphism rs2981582 in FGFR2 is correlated to PFS and OS in patients with mccRCC treated with sunitinib. Prospective validation of the impact of this SNP is warranted.


Asunto(s)
Carcinoma de Células Renales/tratamiento farmacológico , Neoplasias Renales/tratamiento farmacológico , Polimorfismo de Nucleótido Simple , Inhibidores de Proteínas Quinasas/administración & dosificación , Receptor Tipo 2 de Factor de Crecimiento de Fibroblastos/genética , Sunitinib/administración & dosificación , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Células Renales/genética , Supervivencia sin Enfermedad , Femenino , Genotipo , Mutación de Línea Germinal , Humanos , Neoplasias Renales/genética , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Pronóstico , Inhibidores de Proteínas Quinasas/uso terapéutico , Estudios Retrospectivos , Sunitinib/uso terapéutico , Resultado del Tratamiento
20.
Clin Genitourin Cancer ; 17(5): e981-e994, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31229459

RESUMEN

INTRODUCTION: Recent trials have suggested predictive biomarkers in advanced clear-cell renal cell carcinoma (accRCC): International Metastatic RCC Database Consortium (IMDC) good risk or angiogenic gene signature for sunitinib and IMDC intermediate/poor risk for ipilimumab-nivolumab and T-effector cell signature or sarcomatoid dedifferentiation for atezolizumab-bevacizumab. We hypothesized that earlier described molecular subtypes, ccrcc1 to ccrcc4, could provide similar information as a single generic biomarker and molecularly characterize the heterogeneous intermediate-risk group. PATIENTS AND METHODS: Patients with accRCC treated with systemic therapies were included. We assessed associations between the 5 biomarkers and their impact on progression-free survival (PFS) and response rate (RR) on first-line sunitinib or pazopanib. The cutoff percentage of sarcomatoid dedifferentiation with optimal discriminative value was determined. RESULTS: In total, 430 patients were included (163 with molecular data). The molecular ccrcc2 subtype identified tumors with higher angiogenic gene expression across IMDC risk groups: prevalence was high in IMDC good risk and low in IMDC poor risk (P < .001). Molecular subtype, IMDC, and angiogenic gene expression had comparable C-indices to predict PFS and RR (range, 60%-66%). The ccrcc2 subtype and angiogenic gene expression were positive predictors of PFS in IMDC intermediate-risk patients (P = .006; P = .04). Immune signature did not differ between IMDC groups, but was strongly correlated with molecular subtype (P = .8 and P = .0007). A cutoff value of 25% sarcomatoid differentiation discriminated tumors with distinct molecular characteristics and therapeutic sensitivity. CONCLUSION: In accRCC, molecular subtypes can explain differences in IMDC risk group, expression of angiogenesis and immune response genes, and sarcomatoid dedifferentiation. They can identify molecularly different patient populations within the heterogeneous IMDC intermediate group and select patients for systemic therapies.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Biomarcadores de Tumor/genética , Carcinoma de Células Renales/tratamiento farmacológico , Neoplasias Renales/tratamiento farmacológico , Anticuerpos Monoclonales Humanizados/uso terapéutico , Bevacizumab/uso terapéutico , Carcinoma de Células Renales/genética , Femenino , Humanos , Indazoles , Neoplasias Renales/genética , Masculino , Terapia Molecular Dirigida , Medicina de Precisión , Pirimidinas/uso terapéutico , Sulfonamidas/uso terapéutico , Análisis de Supervivencia , Resultado del Tratamiento
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