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1.
Int J Cancer ; 150(2): 335-346, 2022 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-34520572

RESUMEN

The impact of cycle completion rates of oxaliplatin-based adjuvant chemotherapy for stage III colon cancer in real-world practice is unknown. We assessed its impact, and that of treatment modification, on 3-year cancer-specific mortality. Four thousand one hundred and forty-seven patients with pathological stage III colon cancer undergoing major resection from 2014 to 2017 in the English National Health Service were included. Chemotherapy data came from linked national administrative datasets. Competing risk regression analysis for 3-year cancer-specific mortality was performed according to completion of <6, 6-11, or 12 5-fluoropyrimidine and oxaliplatin (FOLFOX) cycles, or <4, 4-7, or 8 capecitabine and oxaliplatin (CAPOX) cycles, adjusted for patient, tumour and hospital-level characteristics. Median age was 64 years. Thirty-two per cent of patients had at least one comorbidity. Forty-two per cent of patients had T4 disease, and 40% had N2 disease. Compared to completion of 12 FOLFOX cycles, cancer-specific mortality was higher in patients completing <6 cycles [subdistribution hazard ratios (sHR) 2.17; 95% CI 1.56-3.03] or 6-11 cycles (sHR 1.40; 95% CI 1.09-1.78) (P < .001). Compared to completion of 8 CAPOX cycles, cancer-specific mortality was higher in patients completing <4 cycles (sHR 2.02; 95% CI 1.53-2.67) or 4-7 cycles (sHR 1.63; 95% CI 1.27-2.10) (P < .001). Dose reduction and early oxaliplatin discontinuation did not impact mortality in patients completing all cycles. Completion of all cycles of chemotherapy was associated with improved cancer-specific survival in real-world practice. Poor prognostic factors may have affected findings, however, patients completing <50% of cycles had poor outcomes. Clinicians may wish to facilitate completion with treatment modification in those able to tolerate it.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Neoplasias del Colon/mortalidad , Anciano , Anciano de 80 o más Años , Capecitabina/administración & dosificación , Neoplasias del Colon/tratamiento farmacológico , Neoplasias del Colon/patología , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Oxaliplatino/administración & dosificación , Estudios Prospectivos , Tasa de Supervivencia
2.
J Cancer Res Clin Oncol ; 147(10): 2913-2922, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34160678

RESUMEN

PURPOSE: Assessing the downstaging effects of neoadjuvant chemotherapy (NACT) in patients with locally advanced nasopharyngeal carcinoma (LANPC) and predicting response to treatment remain challenging. The present study aimed to evaluate the long-term prognosis of downstaging after NACT in patients with LANPC and to investigate the prognostic value of post-NACT tumor downstaging on treatment outcomes in the era of concurrent chemoradiotherapy (CCRT). METHODS: This retrospective study included 226 patients with stage III (n = 188) and IVA (n = 38) NPC admitted to Haikou People's Hospital between 1 October 2009 and 1 October 2012. The patients were grouped as downstaging or no after NACT. Overall survival (OS), locoregional failure-free survival (LFFS), and distant failure-free survival (DFFS) were analyzed. RESULTS: Among 226 patients, 196 (86.7%) were in the downstaging group and 30 (13.3%) were in the non-downstaging group. The longest follow-up was 76 months, and the median was 45 months. The 3-year OS rates of the downstaging group and non-downstaging group were 91.0% (95% CI 0.89-0.93) and 69.5% (95% CI 0.66-0.72) (P = 0.005). The 5-year OS rates were 81.6% (95% CI 0.78-0.86) and 53.3% (95% CI 0.49-0.61) (P = 0.001). N downstaging (3-year OS, HR 0.491, 95% CI 0.221-0.881, P = 0.022; 5-year OS, HR = 0.597, 95% CI 0.378-0.878, P = 0.021) was independently associated with OS. CONCLUSION: In the treatment of LANPC, the patients with downstaging after NACT have a better prognosis than those without downstaging. This study suggests that NACT can improve the prognosis for patients with LANPC if there is downstaging.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Carcinoma Nasofaríngeo/mortalidad , Neoplasias Nasofaríngeas/mortalidad , Terapia Neoadyuvante/mortalidad , Adolescente , Adulto , Anciano , Cisplatino/administración & dosificación , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Carcinoma Nasofaríngeo/tratamiento farmacológico , Carcinoma Nasofaríngeo/patología , Neoplasias Nasofaríngeas/tratamiento farmacológico , Neoplasias Nasofaríngeas/patología , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Adulto Joven
3.
Eur J Cancer ; 148: 190-201, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33744715

RESUMEN

BACKGROUND: Previous studies on oxaliplatin and fluoropyrimidines as adjuvant therapy in older patients with stage III colon cancer (CC) produced conflicting results. PATIENTS AND METHODS: We assessed the impact of age on time to tumour recurrence (TTR), disease-free survival (DFS), cancer-specific survival (CSS), and overall survival (OS) in 2360 patients with stage III CC (1667 aged <70 years and 693 ≥ 70 years) randomised to receive 3 or 6 months of FOLFOX or CAPOX within the frame of the phase III, TOSCA study. RESULTS: Older patients compared with younger ones presented more frequently an Eastern Cooperative Oncology Group performance status equal to 1 (10.5% vs 3.3%, p < 0.001), a greater number of right-sided tumours (40.9% vs 26.6%, p < 0.001), and were at higher clinical risk (37.2% vs 33.2%, p = 0.062). The treatments were almost identical in the two cohorts (p = 0.965). We found a greater proportion of dose reductions (46.7% vs 41.4%, p = 0.018), treatment interruptions (26.1% vs 19.3%, p < 0.001) and a higher proportion of recurrences (24.2% vs 20.3%, p = 0.033) in the older patients. The multivariable analysis of the TTR did not indicate a statistically significant effect of age (hazard ratio [HR]: 1.19; 95% confidence interval [CI]: 0.98-1.44; p = 0.082). The HR comparing older with younger patients was 1.34 (95% CI: 1.12-1.59; p = 0.001) for DFS, 1.58 (95% CI: 1.26-1.99; p < 0.001) for OS, and 1.28 (95% CI: 0.96-1.70; p = 0.089) for CSS. CONCLUSIONS: Worse prognostic factors and reduced treatment compliance have a negative impact on the efficacy of oxaliplatin-based adjuvant therapy in older patients.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Neoplasias del Colon/tratamiento farmacológico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Capecitabina/administración & dosificación , Neoplasias del Colon/patología , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , Oxaliplatino/administración & dosificación , Pronóstico , Tasa de Supervivencia
4.
J Surg Oncol ; 123(4): 1030-1044, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33524164

RESUMEN

BACKGROUND: Cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) is predominantly performed and studied in academic centers. While developing CRS/HIPEC programs in nonacademic hospitals can increase accessibility, its safety and oncological efficacy remains unclear. We evaluated CRS/HIPEC outcomes in a nonacademic setting. METHODS: A single-center descriptive study was conducted using a prospective database. Data of all CRS/HIPEC attempts in peritoneal surface malignancies (PSM) patients from October 1994 to November 2019 were extracted. Surgical and survival outcomes were measured. Center experience was assessed by quartiles of cases. RESULTS: Overall, 856 patients underwent 948 CRS/HIPEC attempts: 788 (83%) completed CRS/HIPECs, 144 (15%) aborted HIPECs, and 16 (2%) complete cytoreductions (CC-0/1) without chemoperfusion. For completed CRS/HIPECs, median peritoneal cancer index was 24 (interquartile range: 10-33) and CC-0/1 rate was 88%. Major complications occurred in 23.5% with 30- and 100-day mortality of 1.0% and 2.3%, respectively. Median overall survival was 68 months (95% confidence interval [CI]: 50-86). Median progression-free survival was 37 months (95%CI: 28-46). Incomplete cytoreduction and major complication rates decreased over time, while mortality remained low and constant. CONCLUSIONS: CRS/HIPEC at a nonacademic center with advanced surgical and auxiliary services is a safe option to treat PSM with favorable surgical and oncological outcomes.


Asunto(s)
Quimioterapia Adyuvante/mortalidad , Quimioterapia del Cáncer por Perfusión Regional/mortalidad , Procedimientos Quirúrgicos de Citorreducción/mortalidad , Hipertermia Inducida/mortalidad , Quimioterapia Intraperitoneal Hipertérmica/mortalidad , Neoplasias Peritoneales/mortalidad , Anciano , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Peritoneales/patología , Neoplasias Peritoneales/terapia , Pronóstico , Estudios Prospectivos , Ensayos Clínicos Controlados Aleatorios como Asunto , Tasa de Supervivencia
5.
BMC Cancer ; 21(1): 23, 2021 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-33402130

RESUMEN

BACKGROUND: Preoperative chemoradiotherapy (CRT), the current standard of care for locally advanced rectal cancer (LARC), is associated with many radiotherapy (RT)-related side effects. We aimed to evaluate whether S-1 and oxaliplatin (SOX) or folinic acid, 5-FU, and oxaliplatin (mFOLFOX6) can be as effective as neoadjuvant chemotherapy (NAC) regimens for LARC without RT. METHODS: Patients with untreated resectable LARC were randomly assigned to receive SOX or mFOLFOX6. The NAC protocol period was 3 months. The primary endpoint was 3-year disease-free survival (DFS), and the secondary endpoints included pathological effects, surgical completion rate, 3-year survival, and safety. RESULTS: From September 2013 to October 2015, 56 and 54 patients were enrolled in the SOX and mFOLFOX6 arms, respectively. The 3-year DFS rates were 69.4% (95% confidence interval [CI] 54.9-83.6) and 73.4% (95% CI 58.7-83.6) in the SOX and mFOLFOX6 arms, respectively; no significant differences were found between the arms (log-rank test; P = 0.5315, hazard ratio: 0.808, 95% CI 0.414-1.578). The 3-year survival rates were 92.3 and 91.8% in the SOX and mFOLFOX6 arms, respectively. The surgical completion rate was 98.1% overall, 100% in the SOX arm, and 96.0% in the mFOLFOX6 arm. The incidences of pathological response rates ≥grade 1b were 41.5 and 43.8% in the SOX and mFOLFOX6 arms, respectively. Both treatments were manageable and tolerable. CONCLUSION: We demonstrated the effectiveness and safety of SOX and mFOLFOX6, both of which may be new neoadjuvant treatment candidates in previously untreated LARC cases. TRIAL REGISTRATION: Date of enrolment of the first participant to the trial: 3rd Oct 2013; This study was registered in the UMIN clinical trials registry on 14th Aug, 2013. (Prospectively registered, UMIN-CTR number UMIN000011486). https://upload.umin.ac.jp/cgi-open-bin/ctr/ctr.cgi?function=brows&recptno=R000013441&language=J.


Asunto(s)
Adenocarcinoma/tratamiento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Terapia Neoadyuvante/mortalidad , Neoplasias del Recto/tratamiento farmacológico , Adenocarcinoma/patología , Adulto , Anciano , Combinación de Medicamentos , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Oxaliplatino/administración & dosificación , Ácido Oxónico/administración & dosificación , Pronóstico , Neoplasias del Recto/patología , Tasa de Supervivencia , Tegafur/administración & dosificación
6.
Eur J Cancer ; 144: 101-112, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33341444

RESUMEN

BACKGROUND: Stratification of patients with stage III colon cancer into low (T1-3N1) and high (T4 and/or N2) risk groups is used to guide the duration of adjuvant chemotherapy. We determined the relative contribution of clinical and molecular features to survival by risk group. MATERIALS & METHODS: Stage III colon cancer (N = 5337) patients from two adjuvant trials of FOLFOX ± cetuximab [N0147 (Alliance), PETACC-8] were risk grouped, then subgrouped by clinical features and molecular variables [KRAS and BRAF/mismatch repair (MMR) combined variable]. Distributions of disease-free survival (DFS), overall survival (OS), and survival after recurrence (SAR) were estimated. In multivariable Cox models, backward elimination was performed for analysis of candidate predictors of outcomes. Relative contributions of model-selected variables to outcomes by risk group were calculated using χ2. RESULTS: Among low risk tumours, mutant KRAS and male gender were significantly associated with poorer OS multivariately. In high risk tumours, significantly poorer OS was observed for right sidedness and for mutant KRAS and BRAFV600E/pMMR, subgroups. Specifically, BRAFV600E/pMMR (OS: HR = 1.75; 95% CI: 1.36-2.24; Padj<.0001) and right- versus left-sidedness were associated with significantly poorer DFS, OS (HR = 1.56; 95% CI: 1.31-1.83; Padj<.0001), and SAR (HR = 1.64; 95% CI: 1.37-1.95; Padj<.0001). Poor prognosis of mutant KRAS for DFS and OS was similar among risk groups. BRAF/MMR and sidedness were associated with poorer SAR in both low and high risk tumours. Age, gender, and KRAS were the top three relative contributors to DFS and OS among low risk tumours; sidedness ranked first for DFS and OS, and second to BRAF/MMR for SAR among high risk tumours. CONCLUSION: Sidedness and BRAF/MMR contributed the most to survival outcomes among high risk tumours and should be interpreted in the context of risk group.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Neoplasias del Colon/tratamiento farmacológico , Recurrencia Local de Neoplasia/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Cetuximab/administración & dosificación , Neoplasias del Colon/genética , Neoplasias del Colon/patología , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/patología , Pronóstico , Estudios Prospectivos , Estudios Retrospectivos , Tasa de Supervivencia , Adulto Joven , Proteínas ras/genética
7.
Eur J Cancer ; 144: 281-290, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33383348

RESUMEN

BACKGROUND: The CAO/ARO/AIO trial has shown that oxaliplatin added to preoperative chemoradiotherapy and postoperative chemotherapy significantly improved disease-free survival in locally advanced rectal cancer (LARC). Here, we present a post-hoc analysis of quality of life (QoL) in disease-free patients. PATIENTS AND METHODS: Between 2006 and 2010, 1236 patients with LARC were randomly assigned either to preoperative chemoradiotherapy followed by total mesorectal excision and postoperative chemotherapy (N = 623) or combined with oxaliplatin (N = 613). QoL questionnaires (EORTC QLQ-C30, colorectal module CR38) were completed at baseline, after postoperative chemotherapy and during follow-up. Analysis was performed according intent-to-treat. RESULTS: Available questionnaires (baseline) were 82% (N = 512) in the control and 84% (N = 513) in the investigational group. Response rates were 49% (533 of 1086) at 1 year and 43% (403 of 928) at 3 years. Global health status (GHS) for disease-free patients was stable in both groups (range 0-100). At baseline: standard arm 62.0 (mean, SD 21.6; N = 491) versus oxaliplatin arm 63.2 (mean, SD 22; N = 503); at 3 years: 69.4 (SD 19.3; N = 187) versus 65.4 (SD 22.2; N = 202). After treatment and at 3 years, no significant differences (≥10 points) between groups were found in QoL subscales. Disease-free patients experiencing neurotoxic side-effects (grade 1-4) showed reduced GHS at 3 years versus patients without neurotoxicity (mean 59.2 versus 69.3; P < 0.001), while grade 3-4 rate was low. CONCLUSION: The addition of oxaliplatin was not associated with worse overall QoL. This information is of interest to patients in many ongoing rectal cancer trials. TRIAL REGISTRATION INFORMATION: NCT00349076.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioradioterapia/mortalidad , Quimioterapia Adyuvante/mortalidad , Terapia Neoadyuvante/mortalidad , Calidad de Vida , Neoplasias del Recto/psicología , Adenocarcinoma Mucinoso/patología , Adenocarcinoma Mucinoso/psicología , Adenocarcinoma Mucinoso/terapia , Anciano , Carcinoma de Células en Anillo de Sello/patología , Carcinoma de Células en Anillo de Sello/psicología , Carcinoma de Células en Anillo de Sello/terapia , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Oxaliplatino/administración & dosificación , Pronóstico , Neoplasias del Recto/patología , Neoplasias del Recto/terapia , Tasa de Supervivencia
8.
Breast Cancer Res ; 22(1): 111, 2020 10 23.
Artículo en Inglés | MEDLINE | ID: mdl-33097092

RESUMEN

BACKGROUND: When chemotherapy is indicated in patients with early breast cancer, regimens that contain anthracyclines and taxanes are established standard treatments. Gemcitabine has shown promising effects on the response and prognosis in patients with metastatic breast cancer. The SUCCESS-A trial (NCT02181101) examined the addition of gemcitabine to a standard chemotherapy regimen in high-risk early breast cancer patients. METHODS: A total of 3754 patients with at least one of the following characteristics were randomly assigned to one of the two treatment arms: nodal positivity, tumor grade 3, age ≤ 35 years, tumor larger than 2 cm, or negative hormone receptor status. The treatment arms received either three cycles of 5-fluorouracil, epirubicin, and cyclophosphamide, followed by three cycles of docetaxel (FEC → Doc); or three cycles of FEC followed by three cycles of docetaxel and gemcitabine (FEC → Doc/Gem). The primary study aim was disease-free survival (DFS), and the main secondary objectives were overall survival (OS) and safety. RESULTS: No differences were observed in the 5-year DFS or OS between FEC → Doc and FEC → Doc/Gem. The hazard ratio was 0.93 (95% CI, 0.78 to 1.12; P = 0.47) for DFS and 0.94 (95% CI, 0.74 to 1.19; P = 0.60) for OS. For patients treated with FEC → Doc and FEC → Doc/Gem, the 5-year probabilities of DFS were 86.6% and 87.2%, and the 5-year probabilities of OS were 92.8% and 92.5%, respectively. CONCLUSION: Adding gemcitabine to a standard chemotherapy does not improve the outcomes in patients with high-risk early breast cancer and should therefore not be included in the adjuvant treatment setting. TRIAL REGISTRATION: Clinicaltrials.gov NCT02181101 and EU Clinical Trials Register EudraCT 2005-000490-21. Registered September 2005.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Quimioterapia Adyuvante/mortalidad , Neoplasias de la Mama/patología , Ciclofosfamida/administración & dosificación , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Docetaxel/administración & dosificación , Epirrubicina/administración & dosificación , Femenino , Fluorouracilo/administración & dosificación , Humanos , Persona de Mediana Edad , Pronóstico , Tasa de Supervivencia , Resultado del Tratamiento , Gemcitabina
9.
Eur J Cancer ; 135: 78-88, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32554314

RESUMEN

BACKGROUND: Immune-contexture of tumour microenvironment (TME) influences prognosis of colorectal cancer (CRC) patients and can be altered by cytotoxic and targeted agents. Limited data are available regarding the immune-TME of CRC after treatment. METHODS: An extensive immunohistochemistry evaluation of immunological parameters on tumour cells and TME of colorectal liver metastases from 106 patients who underwent secondary resection, after receiving triplets FOLFOXIRI (5-fluorouracil, oxaliplatin and irinotecan) or COI (capecitabine, oxaliplatin and irinotecan) plus bevacizumab (N = 59) or cetuximab (N = 47) in five first-line no-profit clinical trials was performed. RESULTS: No substantial differences were reported in immunological parameters according to administered targeted agent, RAS/BRAF mutational status and histopathological or Response Evaluation Criteria in Solid Tumours response. Stromal expression of Cyclooxygenase-2 (COX-2) (p = 0.002), Human leukocyte antigen (HLA) (p = 0.003) and Programmed cell death protein 1 (PD1) (p = 0.002) were independent prognostic factors for longer relapse-free survival (RFS) at multivariate analysis with a positive trend for post-resection overall survival (OS). Patients whose metastases expressed stromal COX-2, HLA and PD1 (inflamed-score positive) reported longer RFS (25.5 versus 9.8 months; p < 0.001) and post-resection OS (64.3 versus 37.7 months; p = 0.003) as compared with others. In addition, patients with higher expression of CD4 and CD8 T-cells in tumour core and invasive margin (CD4/CD8-score) showed a better post-resection OS (not-reached versus 41.6 months; p = 0.032). A combined score of inflamed-score and CD4/CD8-score (combo-score) showed a clear prognostic role. CONCLUSIONS: The present study emphasises the role of immune-TME as independent predictor of survival in patients resected after triplets plus biologic. Inflamed-, CD4/C8- and combo-scores should be confirmed as prognostic factors in further studies.


Asunto(s)
Antineoplásicos Inmunológicos/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante , Neoplasias Colorrectales/patología , Hepatectomía , Neoplasias Hepáticas/terapia , Linfocitos Infiltrantes de Tumor/inmunología , Terapia Neoadyuvante , Microambiente Tumoral/inmunología , Anciano , Antineoplásicos Inmunológicos/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Bevacizumab/administración & dosificación , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Capecitabina/administración & dosificación , Cetuximab/administración & dosificación , Quimioterapia Adyuvante/efectos adversos , Quimioterapia Adyuvante/mortalidad , Ensayos Clínicos como Asunto , Neoplasias Colorrectales/mortalidad , Femenino , Fluorouracilo/administración & dosificación , Hepatectomía/efectos adversos , Hepatectomía/mortalidad , Humanos , Irinotecán/administración & dosificación , Leucovorina/administración & dosificación , Neoplasias Hepáticas/inmunología , Neoplasias Hepáticas/mortalidad , Neoplasias Hepáticas/secundario , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante/efectos adversos , Terapia Neoadyuvante/mortalidad , Compuestos Organoplatinos/administración & dosificación , Oxaliplatino/administración & dosificación , Estudios Retrospectivos , Factores de Tiempo , Resultado del Tratamiento
10.
Genes (Basel) ; 11(4)2020 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-32316597

RESUMEN

Kidney renal clear cell carcinoma (KIRC) is the most common and fatal subtype of renal cancer. Antagonistic associations between selenium and cancer have been reported in previous studies. Selenium compounds, as anti-cancer agents, have been reported and approved for clinical trials. The main active form of selenium in selenoproteins is selenocysteine (Sec). The process of Sec biosynthesis and incorporation into selenoproteins plays a significant role in biological processes, including anti-carcinogenesis. However, a comprehensive selenoprotein mRNA analysis in KIRC remains absent. In the present study, we examined all 25 selenoproteins and identified key selenoproteins, glutathione peroxidase 3 (GPX3) and type 1 iodothyronine deiodinase (DIO1), with the associated prognostic biomarker leucine-rich repeat containing 19 (LRRC19) in clear cell renal cell carcinoma cases from The Cancer Genome Atlas (TCGA) database. We performed validations for the key gene expression levels by two individual clear cell renal cell carcinoma cohorts, GSE781 and GSE6344, datasets from the Gene Expression Omnibus (GEO) database. Multivariate survival analysis demonstrated that low expression of LRRC19 was an independent risk factor for OS. Gene set enrichment analysis (GSEA) identified tyrosine metabolism, metabolic pathways, peroxisome, and fatty acid degradation as differentially enriched with the high LRRC19 expression in KIRC cases, which are involved in selenium therapy of clear cell renal cell carcinoma. In conclusion, low expression of LRRC19 was identified as an independent risk factor, which will advance our understanding concerning the selenium adjuvant therapy of clear cell renal cell carcinoma.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Carcinoma de Células Renales/patología , Minería de Datos/métodos , Receptores de Superficie Celular/metabolismo , Selenio/farmacología , Selenoproteínas/metabolismo , Antioxidantes/farmacología , Biomarcadores de Tumor/genética , Carcinoma de Células Renales/tratamiento farmacológico , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/metabolismo , Quimioterapia Adyuvante/mortalidad , Estudios de Cohortes , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Glutatión Peroxidasa/genética , Glutatión Peroxidasa/metabolismo , Humanos , Yoduro Peroxidasa/genética , Yoduro Peroxidasa/metabolismo , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/genética , Neoplasias Renales/metabolismo , Neoplasias Renales/patología , Pronóstico , Receptores de Superficie Celular/genética , Selenoproteínas/genética , Tasa de Supervivencia
11.
Br J Surg ; 107(9): 1163-1170, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32323879

RESUMEN

BACKGROUND: The aim of this study was to evaluate whether adjuvant chemotherapy is associated with improved survival in patients with resectable gastric neuroendocrine carcinomas (G-NECs) or mixed adenoneuroendocrine carcinomas (G-MANECs). METHODS: The study included patients with G-NECs or G-MANECs who underwent surgery in one of 21 centres in China between 2004 and 2016. Propensity score matching analysis was used to reduce selection bias, and overall survival (OS) in different treatment groups was estimated by the Kaplan-Meier method. RESULTS: In total, 804 patients with resectable G-NECs or G-MANECs were included, of whom 490 (60·9 per cent) received adjuvant chemotherapy. After propensity score matching, OS in the chemotherapy group was similar to that in the no-chemotherapy group. Among patients with G-NECs, survival in the fluorouracil (5-FU)-based chemotherapy group and the non-5-FU-based chemotherapy group was similar to that in the no-chemotherapy group. Similarly, etoposide plus cisplatin or irinotecan plus cisplatin was not associated with better OS in patients with G-NECs. Among patients with G-MANECs, OS in the non-5-FU-based chemotherapy group was worse than that in the no-chemotherapy group. Patients with G-MANECs did not have better OS when platinum-based chemotherapy was used. CONCLUSION: There was no survival benefit in patients who received adjuvant chemotherapy for G-NECs or G-MANECs.


ANTECEDENTES: El objetivo de este estudio fue evaluar si la quimioterapia adyuvante mejoraba la supervivencia en pacientes con carcinomas gástricos resecables neuroendocrinos (gastric neuroendocrine carcinomas, G-NECs) y carcinomas adenoneuroendocrinos mixtos (mixed adenoneuroendocrine carcinomas, G-MANECs). MÉTODOS: Se incluyeron pacientes con G-NECs y G-MANECs tratados quirúrgicamente en 21 centros en China entre 2004 y 2016. Se utilizó un análisis de emparejamiento por puntaje de propensión para reducir el sesgo de selección y el método de Kaplan-Meier para estimar la supervivencia global (overall survival, OS) de los pacientes en los diferentes grupos de tratamiento. RESULTADOS: En total, se incluyeron en el estudio 804 pacientes con G-NECs y G-MANECs resecables y 490 pacientes (60,9%) recibieron quimioterapia adyuvante. Después del emparejamiento por puntaje de propensión, la OS del grupo con quimioterapia fue similar a la del grupo sin quimioterapia. En los pacientes con G-NECs, la supervivencia en los grupos con quimioterapia basada en 5-FU (fluorouracilo) y de quimioterapia sin 5-FU fue similar a la del grupo sin quimioterapia. Asimismo, la combinación de etopósido y cisplatino o de irinotecán y cisplatino no se asoció con una mejor OS en pacientes con G-NECs. En pacientes con G-MANECs, la OS del grupo con quimioterapia sin 5-FU fue peor que la del grupo sin quimioterapia. Los pacientes con G-MANECs no presentaron una mejor OS cuando se administró quimioterapia basada en platinos. CONCLUSIÓN: La administración de quimioterapia adyuvante en pacientes con G-NECs y G-MANECs no mejoró la supervivencia.


Asunto(s)
Carcinoma Neuroendocrino/tratamiento farmacológico , Quimioterapia Adyuvante , Neoplasias Gástricas/tratamiento farmacológico , Anciano , Antimetabolitos Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma Neuroendocrino/mortalidad , Carcinoma Neuroendocrino/cirugía , Quimioterapia Adyuvante/métodos , Quimioterapia Adyuvante/mortalidad , Cisplatino/administración & dosificación , Cisplatino/uso terapéutico , Etopósido/administración & dosificación , Etopósido/uso terapéutico , Femenino , Fluorouracilo/uso terapéutico , Humanos , Irinotecán/administración & dosificación , Irinotecán/uso terapéutico , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Puntaje de Propensión , Neoplasias Gástricas/mortalidad , Neoplasias Gástricas/cirugía , Análisis de Supervivencia
12.
Pediatr Blood Cancer ; 67(6): e28286, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32277799

RESUMEN

BACKGROUND: Malignant and multicystic peritoneal mesotheliomas are extremely rare tumors in children, developing from mesothelial cells. No specific guidelines are available at this age. METHODS: We performed a retrospective analysis of all identified children (< 18-year-old) treated in France from 1987 to 2017 for a diffuse malignant peritoneal mesothelioma (DMPM) or a multicystic peritoneal mesothelioma (MCPM). RESULTS: Fourteen patients (5 males and nine females), aged 2.2 to 17.5 years, were included. The most frequent presenting symptoms were abdominal pain, ascitis, and alteration in the general condition. Eight patients had epithelioid mesothelioma, three had biphasic mesothelioma, and three had MCPM. Eight patients with DMPM diagnosis received cytoreductive surgery (CRS) with hyperthermic intraperitoneal chemotherapy (HIPEC). Among them, six patients had neoadjuvant systemic chemotherapy, one patient, post-operative chemotherapy, and one patient CRS and HIPEC only. Three patients received only systemic chemotherapy. All patients with MCPM had only surgery. After a median follow-up of seven years (2-15), six patients (6/11; one death) with DMPM and two patients (two/three) with MCPM had a local and distant recurrences. CONCLUSION: Peritoneal mesothelioma in children is a rare condition with difficult diagnosis and high risk of recurrence. Worldwide interdisciplinary collaboration and networking are mandatory to help diagnosis and provide harmonious treatment guidelines.


Asunto(s)
Quimioterapia Adyuvante/mortalidad , Quistes/terapia , Procedimientos Quirúrgicos de Citorreducción/mortalidad , Hipertermia Inducida/mortalidad , Neoplasias Pulmonares/terapia , Mesotelioma/terapia , Terapia Neoadyuvante/mortalidad , Neoplasias Peritoneales/terapia , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Niño , Preescolar , Terapia Combinada , Quistes/patología , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/patología , Masculino , Mesotelioma/patología , Mesotelioma Maligno , Neoplasias Peritoneales/patología , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia
13.
Breast Cancer Res Treat ; 180(3): 687-694, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-32140811

RESUMEN

PURPOSE: Addition of carboplatin (CBDCA) to neoadjuvant chemotherapy (NAC) in triple-negative breast cancer (TNBC) has improved pathological complete response (pCR) rates in previous studies. We present long-term survival outcomes (disease-free survival [DFS], pre-planned secondary endpoint; overall survival [OS], post hoc exploratory endpoint) of our randomized study of the addition of CBDCA to NAC for HER2-negative breast cancer. METHODS: Patients with stage II/III, HER2-negative breast cancer (N = 179) were randomly assigned to receive CP-CEF (four 3-week cycles of CBDCA [area under the curve, 5 mg/mL/min, day 1] and weekly paclitaxel [wPTX, 80 mg/m2, day 1, 8, 15] followed by four 3-week cycles of cyclophosphamide, epirubicin, and 5-fluorouracil [CEF, 500/100/500 mg/m2]) or P-CEF (four cycles of wPTX followed by four cycles of CEF) as NAC. DFS and OS were analyzed at each population of pCR status and assigned treatment arm. RESULTS: Of 179 patients, 154 were available for long-term follow-up. At a median follow-up of 6.6 years (range, 0.7-8.0 years), patients who achieved pCR [n = 42, 23.5% (CP-CEF: n = 28, P-CEF: n = 16)] had longer DFS and OS than non-pCR patients [DFS; HR 0.15 (0.04-0.61), P = 0.008, OS; log-rank P = 0.003]. Addition of carboplatin to NAC significantly improved DFS and OS in the subset of patients with TNBC [DFS: HR, 0.22 (0.06-0.82), P = 0.015; OS: HR, 0.12 (0.01-0.96), P = 0.046], but not in the subset of patients with hormone receptor-positive disease or among all patients. CONCLUSIONS: Addition of carboplatin to neoadjuvant chemotherapy significantly improved DFS and OS in patients with TNBC but not in those with hormone receptor-positive, HER2-negative breast cancer.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/mortalidad , Quimioterapia Adyuvante/mortalidad , Terapia Neoadyuvante/mortalidad , Receptor ErbB-2/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Carboplatino/administración & dosificación , Ciclofosfamida/administración & dosificación , Epirrubicina/administración & dosificación , Femenino , Fluorouracilo/administración & dosificación , Estudios de Seguimiento , Humanos , Persona de Mediana Edad , Paclitaxel/administración & dosificación , Pronóstico , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Tasa de Supervivencia
14.
Cancer Med ; 9(9): 3043-3056, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32150672

RESUMEN

It is critical to identify patients with stage II and III colorectal cancer (CRC) who will benefit from adjuvant chemotherapy (ACT) after curative surgery, while the only use of clinical factors is insufficient to predict this beneficial effect. In this study, we performed genetic algorithm (GA) to select ACT candidate genes, and built a predictive model of support vector machine (SVM) using gene expression profiles from the Gene Expression Omnibus database. The model contained four ACT candidate genes (EDEM1, MVD, SEMA5B, and WWP2) and TNM stage (stage II or III). After using Subpopulation Treatment Effect Pattern Plot to determine the optimal cutoff value of predictive scores, the validated patients from The Cancer Genome Atlas database can be divided into the predictive ACT-benefit/-futile groups. Patients in the predictive ACT-benefit group with 5-fluorouracil (5-Fu)-based ACT had significantly longer relapse-free survival (RFS) compared to those without ACT (P = .015); However, the difference in RFS in the predictive ACT-futile group was insignificant (P = .596). The multivariable analysis found that the predictive groups were significantly associated with the effect of ACT (Pinteraction  = .011). Consequently, we developed a predictive model based on the SVM and GA algorithm which was further validated to define patients who benefit from ACT on recurrence.


Asunto(s)
Antimetabolitos Antineoplásicos/uso terapéutico , Biomarcadores de Tumor/genética , Quimioterapia Adyuvante/mortalidad , Neoplasias Colorrectales/patología , Fluorouracilo/uso terapéutico , Recurrencia Local de Neoplasia/patología , Transcriptoma , Anciano , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/genética , Pronóstico , Tasa de Supervivencia
15.
World J Surg Oncol ; 18(1): 27, 2020 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-32013993

RESUMEN

BACKGROUND: The NCCN (National Comprehensive Cancer Network) Clinical Practice Guidelines in Oncology (NCCN guidelines) recommend radical resection for T1-2N0M0 patients with limited-stage small cell lung cancer (LS-SCLC). However, only about 5% of patients with small cell cancer (SCLC) were initially diagnosed as T1-2N0M0. The purpose of our study was to analyze and compare the effects of the comprehensive treatment including radical surgery and concurrent chemoradiotherapy on the prognosis of patients with LS-SCLC. METHODS: We comprehensively reviewed the medical data of patients with SCLC diagnosed by pathology in our hospital from January 2011 to April 2018. The Ethics Committee of West China Hospital of Sichuan University approved the study. Finally, 50 patients with good follow-up and complete medical data were selected as the surgical group (S group). According to the clinical characteristics of the patients in the S group, 102 LS-SCLC patients who received concurrent chemoradiotherapy in the same period were included in the CCRT group (concurrent chemoradiotherapy group) as the control group. Then according to the orders of the adjuvant treatments, the patients in the S group were divided into the SA group (radical surgery + adjuvant chemotherapy + adjuvant radiotherapy group, 30 cases in total) and the NS group (neoadjuvant chemotherapy + radical surgery + adjuvant chemotherapy ± adjuvant radiotherapy group, 20 cases in total) for subgroup analysis. The SPSS 23.0 software was used for statistical analysis, and the t test was used for group comparison; Kaplan-Meier was used for survival analysis. P < 0.05 demonstrates a statistically significant difference. RESULTS: The median progress-free survival (PFS) in the S group (73 months) was significantly better than that in the CCRT group (10.5 months, P < 0.0001), and the median overall survival (OS) in the S group (79 months) was also significantly better than that in the CCRT group (23 months, P < 0.0001). Subgroup analysis showed that there was no significant difference between the NS group and the SA group. CONCLUSIONS: For LS-SCLC patients, the comprehensive treatment including radical surgery (radical surgery + adjuvant chemotherapy ± adjuvant radiotherapy/neoadjuvant chemotherapy + radical surgery + adjuvant chemotherapy ± adjuvant radiotherapy)may be superior to concurrent chemoradiotherapy.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioradioterapia/mortalidad , Quimioterapia Adyuvante/mortalidad , Neoplasias Pulmonares/terapia , Terapia Neoadyuvante/mortalidad , Neumonectomía/mortalidad , Carcinoma Pulmonar de Células Pequeñas/terapia , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/patología , Neoplasias Pulmonares/cirugía , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Carcinoma Pulmonar de Células Pequeñas/patología , Carcinoma Pulmonar de Células Pequeñas/cirugía , Tasa de Supervivencia
16.
Pathol Res Pract ; 216(3): 152831, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32005407

RESUMEN

Collagen (COL) genes participate in tumor extracellular matrix (ECM)-receptor interactions and focal adhesion pathways, which play a crucial role in tumor invasion and metastasis. The prognostic value of COL genes has been shown for several malignancies. In the present study, we analyzed multiple microarray datasets using the Oncomine database to identify alterations of COL genes in gastric cancer (GC). Gene expression levels were analyzed by quantitative real-time polymerase chain reaction (qRT-PCR) and immunohistochemistry (IHC) in GC tissues and matched adjacent tissues. The prognostic value of differentially expressed COL genes in GC was evaluated by Kaplan-Meier survival analysis based on the complete mRNA transcriptomics data from The Cancer Genome Atlas (TCGA). We found that seven COL genes (COL1A2, COL4A1, COL4A2, COL6A1, COL6A2, COL6A3, and COL11A1) were elevated in GC. Among them, stepwise multivariate Cox regression was applied, and it was determined that COL4A1 and COL4A2 were signature and independent prognostic biomarkers in GC patients with obviously different overall survival (OS). High expression of COL4A1, COL4A2, COL6A1, COL6A2, and COL6A3 was correlated with poorer prognosis of GC patients treated by surgery only, while higher expression of COL4A1 and COL11A1 correlated with poorer survival of patients treated by 5-fluorouracil-based adjuvant therapy. Our results indicate that overexpression of COL genes might be utilized as novel prognostic markers for GC and assist with therapy selection.


Asunto(s)
Biomarcadores de Tumor/análisis , Colágeno/biosíntesis , Neoplasias Gástricas/patología , Transcriptoma , Adulto , Anciano , Antineoplásicos/uso terapéutico , Quimioterapia Adyuvante/métodos , Quimioterapia Adyuvante/mortalidad , Colágeno/análisis , Femenino , Fluorouracilo/uso terapéutico , Gastrectomía/métodos , Gastrectomía/mortalidad , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Neoplasias Gástricas/terapia
17.
Ann Surg Oncol ; 27(3): 783-792, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31659645

RESUMEN

BACKGROUND: Anastomotic failure (AF) after cytoreductive surgery (CRS) with hyperthermic intraperitoneal chemotherapy (HIPEC) remains a dreaded complication. Whether specific factors, including anastomotic technique, are associated with AF is poorly understood. METHODS: Patients who underwent CRS-HIPEC including at least one bowel resection between 2000 and 2017 from 12 academic institutions were reviewed to determine factors associated with AF (anastomotic leak or enteric fistula). RESULTS: Among 1020 patients who met the inclusion criteria, the median age was 55 years, 43.9% were male, and the most common histology was appendiceal neoplasm (62.3%). The median Peritoneal Cancer Index was 14, and 93.2% of the patients underwent CC0/1 resection. Overall, 82 of the patients (8%) experienced an AF, whereas 938 (92.0%) did not. In the multivariable analysis, the factors associated with AF included male gender (odds ratio [OR], 2.2; p < 0.01), left-sided colorectal resection (OR 10.0; p = 0.03), and preoperative albumin (OR 1.8 per g/dL; p = 0.02).Technical factors such as method (stapled vs hand-sewn), timing of anastomosis, and chemotherapy regimen used were not associated with AF (all p > 0.05). Anastomotic failure was associated with longer hospital stay (23 vs 10 days; p < 0.01), higher complication rate (90% vs 59%; p < 0.01), higher reoperation rate (41% vs 9%; p < 0.01), more 30-day readmissions (59% vs 22%; p < 0.01), greater 30-day mortality (9% vs 1%; p < 0.01), and greater 90-day mortality (16% vs 8%; p = 0.02) as well as shorter median overall survival (25.6 vs 66.0 months; p < 0.01). CONCLUSIONS: Among patients undergoing CRS-HIPEC, AF is independently associated with postoperative morbidity and worse long-term outcomes. Because patient- and tumor-related, but not technical, factors are associated with AF, operative technique may be individualized based on patient considerations and surgeon preference.


Asunto(s)
Anastomosis Quirúrgica/mortalidad , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Quimioterapia del Cáncer por Perfusión Regional/mortalidad , Procedimientos Quirúrgicos de Citorreducción/mortalidad , Hipertermia Inducida/mortalidad , Neoplasias/mortalidad , Anciano , Anastomosis Quirúrgica/efectos adversos , Quimioterapia Adyuvante/efectos adversos , Quimioterapia del Cáncer por Perfusión Regional/efectos adversos , Terapia Combinada , Procedimientos Quirúrgicos de Citorreducción/efectos adversos , Femenino , Estudios de Seguimiento , Humanos , Hipertermia Inducida/efectos adversos , Masculino , Neoplasias/patología , Neoplasias/terapia , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia
19.
Mol Oncol ; 14(2): 363-372, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31816156

RESUMEN

Previous studies have reported conflicting results regarding the benefit of administering 5-FU-based chemotherapy to colon cancer (CC) patients with microsatellite-instable (MSI-high) tumors, and results from stage-specific analyses are scarce. Patients with stage II or III CC were recruited as part of a population-based study between 2003 and 2015. The Cox regression models including propensity score weighting were used to calculate hazard ratios and confidence intervals for the association between chemotherapy and cancer-specific (CSS), relapse-free (RFS), and overall survival (OS) by stage of disease and MSI status of the tumor. Median follow-up was 6.2 years. A total of 1010 CC patients were included in the analysis (54% stage II, 46% stage III, 20% MSI-high). Adjuvant chemotherapy was administered to 48 (8.7%) stage II and 366 (79%) stage III patients. Overall, patients who received adjuvant chemotherapy had better CSS [HR = 0.65 (0.49-0.86)] than those who received surgery alone. Among stage II patients, only 64 (12%) cancer-related deaths occurred, none of which in MSI-high patients who received chemotherapy. Patients with MSI-high tumors who received adjuvant treatment showed better CSS and a tendency toward better RFS compared to MSI-high patients who did not receive chemotherapy [HRCSS  = 0.36 (0.15-0.82), HRRFS  = 0.49 (0.22-1.06)]. Patients with microsatellite-stable (MSS) tumors receiving adjuvant chemotherapy also had significantly better survival [HRCSS  = 0.65 (0.48-0.87) and HRRFS  = 0.68 (0.52-0.88)]. In this population-based study including stage II and III CC patients, we observed a survival benefit of adjuvant chemotherapy for both MSS and MSI-high tumors. Adjuvant chemotherapy seemed to be beneficial among high-risk stage II patients with MSI-high tumors.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioterapia Adyuvante/mortalidad , Neoplasias del Colon/metabolismo , Fluorouracilo/uso terapéutico , Inestabilidad de Microsatélites/efectos de los fármacos , Recurrencia Local de Neoplasia/tratamiento farmacológico , Anciano , Neoplasias del Colon/tratamiento farmacológico , Neoplasias del Colon/genética , Neoplasias del Colon/mortalidad , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Modelos de Riesgos Proporcionales
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