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1.
Anticancer Res ; 41(1): 43-54, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33419798

RESUMEN

BACKGROUND/AIM: SLC20A1 has been identified as a prognostic marker in ER+ breast cancer. However, the role of SLC20A1 expression in breast cancer subtypes other than the ER+ types remains unclear. MATERIALS AND METHODS: Genomics datasets were downloaded and analyzed, and the effect of SLC20A1 knockdown using targeted siRNA on cell viability and tumor-sphere formation was assessed. RESULTS: SLC20A1high patients with ER+, claudin-low or basal-like breast cancers showed poor prognoses. SLC20A1high patients treated with radiotherapy had poor clinical outcomes. SLC20A1 knockdown suppressed the viability of MDA-MB 231 (claudin-low), MDA-MB 468 (basal-like) and MCF-7 (ER+) cells, and tumor-sphere formation by ALDH1high cells. These results suggest that SLC20A1 is involved in cancer progression and contributes to clinical outcomes in patients with ER+, claudin-low and basal-like breast cancers. CONCLUSION: SLC20A1 is a potential prognostic marker and therapeutic target in ER+, claudin-low and basal-like breast cancers.


Asunto(s)
Biomarcadores de Tumor , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Claudinas/genética , Expresión Génica , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/mortalidad , Proteínas Cotransportadoras de Sodio-Fosfato de Tipo III/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/terapia , Línea Celular Tumoral , Claudinas/metabolismo , Terapia Combinada/métodos , Biología Computacional/métodos , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Técnicas de Silenciamiento del Gen , Humanos , Estimación de Kaplan-Meier , Neoplasias Basocelulares/patología , Pronóstico , Modelos de Riesgos Proporcionales , Proteínas Cotransportadoras de Sodio-Fosfato de Tipo III/metabolismo
2.
Breast Cancer Res Treat ; 177(2): 335-343, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31222709

RESUMEN

PURPOSE: Breast cancer (BC) is a heterogeneous disorder, with variable response to systemic chemotherapy. Likewise, BC shows highly complex immune activation patterns, only in part reflecting classical histopathological subtyping. Schlafen-11 (SLFN11) is a nuclear protein we independently described as causal factor of sensitivity to DNA damaging agents (DDA) in cancer cell line models. SLFN11 has been reported as a predictive biomarker for DDA and PARP inhibitors in human neoplasms. SLFN11 has been implicated in several immune processes such as thymocyte maturation and antiviral response through the activation of interferon signaling pathway, suggesting its potential relevance as a link between immunity and cancer. In the present work, we investigated the transcriptional landscape of SLFN11, its potential prognostic value, and the clinico-pathological associations with its variability in BC. METHODS: We assessed SLFN11 determinants in a gene expression meta-set of 5061 breast cancer patients annotated with clinical data and multigene signatures. RESULTS: We found that 537 transcripts are highly correlated with SLFN11, identifying "immune response", "lymphocyte activation", and "T cell activation" as top Gene Ontology processes. We established a strong association of SLFN11 with stromal signatures of basal-like phenotype and response to chemotherapy in estrogen receptor negative (ER-) BC. We identified a distinct subgroup of patients, characterized by high SLFN11 levels, ER- status, basal-like phenotype, immune activation, and younger age. Finally, we observed an independent positive predictive role for SLFN11 in BC. CONCLUSIONS: Our findings are suggestive of a relevant role for SLFN11 in BC and its immune and molecular variability.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/inmunología , Regulación Neoplásica de la Expresión Génica , Inmunidad/genética , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/inmunología , Proteínas Nucleares/genética , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Línea Celular Tumoral , Biología Computacional/métodos , Progresión de la Enfermedad , Femenino , Perfilación de la Expresión Génica , Ontología de Genes , Humanos , Inmunomodulación/genética , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Fenotipo , Pronóstico
3.
PLoS One ; 13(6): e0199254, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29949609

RESUMEN

Breast cancer is the most prevalent cancer among women, with the basal-like triple negative (TNBC) being the most agressive one, displaying the poorest prognosis within the ductal carcinoma subtype. Due to the lack of adequate molecular targets, the diagnosis and treatment of patients with the TNBC phenotype has been a great challenge. In a previous work, we identified CD90/Thy-1 as being highly expressed in the aggressive high malignancy grade Hs578T basal-like breast tumor cell line, pointing to this molecule as a promising breast tumor marker, which should be further investigated. Here, CD90 expression was analyzed in human breast cancer samples and its functional role was investigated to better assess the oncogenic nature of CD90 in mammary cells. Quantification of CD90 expression in human breast cancer samples, by tissue microarray, showed that high CD90 positivity correlates with metastasis and poor patient survival in the basal-like subtype. The functional genetic approach, by overexpression in the CD90 cDNA in a basal-like normal mammary cell line (MCF10A) and knockdown in a highly malignant cell line (Hs578T), allowed us to demonstrate that CD90 is involved with several cellular processes that lead to malignant transformation, such as: morphological change, increased cell proliferation, invasiveness, metastasis and activation of the EGFR pathway. Therefore, our results reveal that CD90 is involved with malignant transformation in breast cancer cell lines and is correlated with metastasis and poor patient survival in the basal-like subtype, being considered as a promising new breast cancer target.


Asunto(s)
Transformación Celular Neoplásica/genética , Expresión Génica , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/patología , Antígenos Thy-1/genética , Animales , Biomarcadores de Tumor , Brasil , Línea Celular Tumoral , Movimiento Celular , Transformación Celular Neoplásica/metabolismo , Factor de Crecimiento Epidérmico/metabolismo , Transición Epitelial-Mesenquimal , Femenino , Técnica del Anticuerpo Fluorescente , Amplificación de Genes , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Estimación de Kaplan-Meier , Neoplasias Basocelulares/mortalidad , Pronóstico , Ratas , Transducción de Señal , Antígenos Thy-1/metabolismo , Análisis de Matrices Tisulares
4.
EBioMedicine ; 12: 105-117, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-27612592

RESUMEN

BACKGROUND: It has been suggested that bladder cancer can be divided into two molecular subtypes referred to as luminal and basal with distinct clinical behaviors and sensitivities to chemotherapy. We aimed to validate these subtypes in several clinical cohorts and identify signature immunohistochemical markers that would permit simple and cost-effective classification of the disease in primary care centers. METHODS: We analyzed genomic expression profiles of bladder cancer in three cohorts of fresh frozen tumor samples: MD Anderson (n=132), Lund (n=308), and The Cancer Genome Atlas (TCGA) (n=408) to validate the expression signatures of luminal and basal subtypes and relate them to clinical follow-up data. We also used an MD Anderson cohort of archival bladder tumor samples (n=89) and a parallel tissue microarray to identify immunohistochemical markers that permitted the molecular classification of bladder cancer. FINDINGS: Bladder cancers could be assigned to two candidate intrinsic molecular subtypes referred to here as luminal and basal in all of the datasets analyzed. Luminal tumors were characterized by the expression signature similar to the intermediate/superficial layers of normal urothelium. They showed the upregulation of PPARγ target genes and the enrichment for FGFR3, ELF3, CDKN1A, and TSC1 mutations. In addition, luminal tumors were characterized by the overexpression of E-Cadherin, HER2/3, Rab-25, and Src. Basal tumors showed the expression signature similar to the basal layer of normal urothelium. They showed the upregulation of p63 target genes, the enrichment for TP53 and RB1 mutations, and overexpression of CD49, Cyclin B1, and EGFR. Survival analyses showed that the muscle-invasive basal bladder cancers were more aggressive when compared to luminal cancers. The immunohistochemical expressions of only two markers, luminal (GATA3) and basal (KRT5/6), were sufficient to identify the molecular subtypes of bladder cancer with over 90% accuracy. INTERPRETATION: The molecular subtypes of bladder cancer have distinct clinical behaviors and sensitivities to chemotherapy, and a simple two-marker immunohistochemical classifier can be used for prognostic and therapeutic stratification. FUNDING: U.S. National Cancer Institute and National Institute of Health.


Asunto(s)
Biomarcadores de Tumor , Neoplasias Basocelulares/diagnóstico , Neoplasias Basocelulares/metabolismo , Neoplasias de la Vejiga Urinaria/diagnóstico , Neoplasias de la Vejiga Urinaria/metabolismo , Anciano , Anciano de 80 o más Años , Análisis por Conglomerados , Estudios de Cohortes , Femenino , Perfilación de la Expresión Génica , Humanos , Inmunohistoquímica , Masculino , Persona de Mediana Edad , Mutación , Invasividad Neoplásica , Estadificación de Neoplasias , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/mortalidad , Pronóstico , Análisis de Supervivencia , Análisis de Matrices Tisulares , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/mortalidad
5.
PLoS One ; 10(6): e0131689, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26121683

RESUMEN

Various studies have evaluated the significance of Notch1 expression in breast cancer, but the results have ever been disputed. By using 21 studies involving 3867 patients, this meta-analysis revealed that the expression of Notch1 was significantly higher in breast cancer than in normal tissues (OR=7.21; 95%CI, 4.7-11.07) and that higher Notch1 expression was associated with transition from ductal carcinoma in situ (DCIS) to invasive cancer (OR=3.75; 95% CI, 1.8-7.78). Higher Notch1 activity was observed in the basal subtype of breast cancer (OR=2.53; 95% CI, 1.18-5.43). Moreover, patients with Notch1 overexpression exhibited significantly worse overall and recurrence-free survival. Our meta-analysis suggests that Notch inhibitors may be useful in blocking the early progression of DCIS and that the outcomes of clinical trials for Notch1-targeting therapeutics could be improved by the molecular stratification of breast cancer patients.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Receptor Notch1/genética , Biomarcadores de Tumor , Neoplasias de la Mama/mortalidad , Progresión de la Enfermedad , Femenino , Expresión Génica , Humanos , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Oportunidad Relativa , Pronóstico , Sesgo de Publicación , Receptor Notch1/metabolismo , Análisis de Supervivencia
6.
J Biol Chem ; 290(31): 19173-83, 2015 Jul 31.
Artículo en Inglés | MEDLINE | ID: mdl-26070560

RESUMEN

FOXF2 (forkhead box F2) is a mesenchyme-specific transcription factor that plays a critical role in tissue homeostasis through the maintenance of epithelial polarity. In a previous study, we demonstrated that FOXF2 is specifically expressed in basal-like breast cancer (BLBC) cells and functions as an epithelial-mesenchymal transition suppressor. FOXF2 deficiency enhances the metastatic ability of BLBC cells through activation of the epithelial-mesenchymal transition program, but reduces cell proliferation. In this study, we demonstrate that CpG island methylation of the FOXF2 proximal promoter region is involved in the regulatory mechanism of the subtype-specific expression of FOXF2 in breast cancer cells. DNMT1, DNMT3A, and DNMT3B commonly or individually contributed to this DNA methylation in different breast cancer cells. SP1 regulated the transcriptional activity of FOXF2 through direct binding to the proximal promoter region, whereas this binding was abrogated through DNA methylation. FOXF2 mediated the SP1-regulated suppression of progression and promotion of proliferation of non-methylated BLBC cells. Thus, we conclude that the subtype-specific expression and function of FOXF2 in breast cancer cells are regulated through the combined effects of DNA methylation and SP1 transcriptional regulation.


Asunto(s)
Neoplasias de la Mama/genética , Metilación de ADN , Factores de Transcripción Forkhead/metabolismo , Neoplasias Basocelulares/genética , Factor de Transcripción Sp1/fisiología , Secuencia de Bases , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Movimiento Celular , Proliferación Celular , Islas de CpG , Supervivencia sin Enfermedad , Epigénesis Genética , Femenino , Factores de Transcripción Forkhead/genética , Regulación Neoplásica de la Expresión Génica , Humanos , Estimación de Kaplan-Meier , Células MCF-7 , Datos de Secuencia Molecular , Neoplasias Basocelulares/metabolismo , Neoplasias Basocelulares/mortalidad , Regiones Promotoras Genéticas , Regulación hacia Arriba
7.
PLoS One ; 10(5): e0127678, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26000884

RESUMEN

INTRODUCTION: Annexin A1 (ANXA1) is an anti-inflammatory protein reported to play a role in cell proliferation and apoptosis, and to be deregulated in breast cancer. The exact role of annexin A1 in the biology of breast cancer remains unclear. We hypothesized that the annexin A1 plays an oncogenic role in basal subtype of breast cancer by modulating key growth pathway(s). METHODS: By mining the Cancer Genome Atlas (TCGA)-Breast Cancer dataset and manipulating annexin A1 levels in breast cancer cell lines, we studied the role of annexin A1 in breast cancer and underlying signaling pathways. RESULTS: Our in-silico analysis of TCGA-breast cancer dataset demonstrated that annexin A1 mRNA expression is higher in basal subtype compared to luminal and HER2 subtypes. Within the basal subtype, patients show significantly poorer overall survival associated with higher expression of annexin A1. In both TCGA patient samples and cell lines, annexin A1 levels were significantly higher in basal-like breast cancer than luminal and Her2/neu-positive breast cancer. Stable annexin A1 knockdown in TNBC cell lines suppressed the mTOR-S6 pathway likely through activation of AMPK but had no impact on the MAPK, c-Met, and EGFR pathways. In a cell migration assay, annexin A1-depleted TNBC cells showed delayed migration as compared to wild-type cells, which could be responsible for poor patient prognosis in basal like breast cancers that are known to express higher annexin A1. CONCLUSIONS: Our data suggest that annexin A1 is prognostic only in patients with basal like breast cancer. This appears to be in part due to the role of annexin A1 in activating mTOR-pS6 pathway.


Asunto(s)
Anexina A1/metabolismo , Neoplasias de la Mama/metabolismo , Neoplasias Basocelulares/metabolismo , Transducción de Señal/fisiología , Serina-Treonina Quinasas TOR/metabolismo , Apoptosis/genética , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Línea Celular Tumoral , Proliferación Celular/genética , Simulación por Computador , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Fosforilación , Pronóstico , Receptor ErbB-2/metabolismo , Tasa de Supervivencia
8.
PLoS One ; 10(2): e0118002, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25679396

RESUMEN

LSD1, a lysine-specific histone demethylase, is overexpressed in several types of cancers and linked to poor outcomes. In breast cancer, the significance of LSD1 overexpression is not clear. We have performed an in silico analysis to assess the relationship of LSD1 expression to clinical outcome. We demonstrate that LSD1 overexpression is a poor prognostic factor in breast cancer, especially in basal-like breast cancer, a subtype of breast cancer with aggressive clinical features. This link is also observed in samples of triple negative breast cancer. Interestingly, we note that overexpression of LSD1 correlates with down-regulation of BRCA1 in triple negative breast cancer. This phenomenon is also observed in in vitro models of basal-like breast cancer, and is associated with an increased sensitivity to PARP inhibitors. We propose therefore that high expression levels of the demethylase LSD1 is a potential prognostic factor of poor outcome in basal-like breast cancer, and that PARP inhibition may be a therapeutic strategy of interest in this poor prognostic subtype with overexpression of LSD1.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Resistencia a Antineoplásicos/genética , Expresión Génica , Histona Demetilasas/genética , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/mortalidad , Inhibidores de Poli(ADP-Ribosa) Polimerasas/farmacología , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Línea Celular Tumoral , Biología Computacional/métodos , Bases de Datos Genéticas , Femenino , Perfilación de la Expresión Génica , Histona Demetilasas/metabolismo , Humanos , Inmunohistoquímica , Neoplasias Basocelulares/tratamiento farmacológico , Neoplasias Basocelulares/patología , Pronóstico , ARN Mensajero , Neoplasias de la Mama Triple Negativas/genética , Neoplasias de la Mama Triple Negativas/mortalidad
9.
Mol Cancer Ther ; 13(8): 2104-15, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24928852

RESUMEN

Breast cancer patients with tumors lacking the three diagnostic markers (ER, PR, and HER2) are classified as triple-negative (primarily basal-like) and have poor prognosis because there is no disease-specific therapy available. To address this unmet medical need, gene expression analyses using more than a thousand breast cancer samples were conducted, which identified elevated centromere protein E (CENP-E) expression in the basal-a molecular subtype relative to other subtypes. CENP-E, a mitotic kinesin component of the spindle assembly checkpoint, is shown to be induced in basal-a tumor cell lines by the mitotic spindle inhibitor drug docetaxel. CENP-E knockdown by inducible shRNA reduces basal-a breast cancer cell viability. A potent, selective CENP-E inhibitor (PF-2771) was used to define the contribution of CENP-E motor function to basal-like breast cancer. Mechanistic evaluation of PF-2771 in basal-a tumor cells links CENP-E-dependent molecular events (e.g., phosphorylation of histone H3 Ser-10; phospho-HH3-Ser10) to functional outcomes (e.g., chromosomal congression defects). Across a diverse panel of breast cell lines, CENP-E inhibition by PF-2771 selectively inhibits proliferation of basal breast cancer cell lines relative to premalignant ones and its response correlates with the degree of chromosomal instability. Pharmacokinetic-pharmacodynamic efficacy analysis in a basal-a xenograft tumor model shows that PF-2771 exposure is well correlated with increased phospho-HH3-Ser10 levels and tumor growth regression. Complete tumor regression is observed in a patient-derived, basal-a breast cancer xenograft tumor model treated with PF-2771. Tumor regression is also observed with PF-2771 in a taxane-resistant basal-a model. Taken together, CENP-E may be an effective therapeutic target for patients with triple-negative/basal-a breast cancer.


Asunto(s)
Antineoplásicos/farmacología , Benzamidas/farmacología , Proteínas Cromosómicas no Histona/genética , Glicina/análogos & derivados , Neoplasias Basocelulares/metabolismo , Neoplasias de la Mama Triple Negativas/metabolismo , Animales , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Proteínas Cromosómicas no Histona/metabolismo , Femenino , Expresión Génica , Glicina/farmacología , Humanos , Estimación de Kaplan-Meier , Ratones SCID , Neoplasias Basocelulares/tratamiento farmacológico , Neoplasias Basocelulares/mortalidad , Neoplasias de la Mama Triple Negativas/tratamiento farmacológico , Neoplasias de la Mama Triple Negativas/mortalidad , Ensayos Antitumor por Modelo de Xenoinjerto
10.
Breast Cancer Res Treat ; 146(1): 25-40, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24847890

RESUMEN

Identification of novel targets for the treatment of basal-like breast cancer is essential for improved outcomes in patients with this disease. This study investigates the association of MMP7 expression and MMP7 promoter methylation with subtype and outcome in breast cancer patient cohorts. Immunohistochemical analysis was performed on a breast cancer tissue microarray and validated in independent histological samples. MMP7 expression significantly correlated with patient age, tumor size, triple-negative (TN) status, and recurrence. Analysis of publically available datasets confirmed MMP7 gene expression as a prognostic marker of breast cancer metastasis, particularly metastasis to the brain and lungs. Methylation of the MMP7 promoter was assessed by methylation-specific PCR in a panel of breast cancer cell lines and patient tumor samples. Hypomethylation of the MMP7 promoter significantly correlated with TN status in DNA from patient tumor samples, and this association was confirmed using The Cancer Genome Atlas (TCGA) dataset. Evaluation of a panel of breast cancer cell lines and data from the Curtis and TCGA breast carcinoma datasets revealed that elevated MMP7 expression and MMP7 promoter hypomethylation are specific biomarkers of the basal-like molecular subtype which shares considerable, but not complete, overlap with the clinical TN subtype. Importantly, MMP7 expression was identified as an independent predictor of pathological complete response in a large breast cancer patient cohort. Combined, these data suggest that MMP7 expression and MMP7 promoter methylation may be useful as prognostic biomarkers. Furthermore, MMP7 expression and promoter methylation analysis may be effective mechanisms to distinguish basal-like breast cancers from other triple-negative subtypes. Finally, these data implicate MMP7 as a potential therapeutic target for the treatment of basal-like breast cancers.


Asunto(s)
Neoplasias de la Mama/genética , Metilación de ADN , Metaloproteinasa 7 de la Matriz/genética , Neoplasias Basocelulares/genética , Regiones Promotoras Genéticas , Neoplasias de la Mama Triple Negativas/genética , Adulto , Anciano , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/mortalidad , Línea Celular Tumoral , Islas de CpG , Conjuntos de Datos como Asunto , Femenino , Estudios de Seguimiento , Expresión Génica , Humanos , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Neoplasias Basocelulares/diagnóstico , Neoplasias Basocelulares/mortalidad , Neoplasias de la Mama Triple Negativas/diagnóstico , Neoplasias de la Mama Triple Negativas/mortalidad , Carga Tumoral
11.
Pathol Res Pract ; 210(7): 432-9, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24726267

RESUMEN

PURPOSE: Breast cancer is a heterogeneous disease. Immunohistochemistry has given rise to triple-negative carcinoma (TNC). Concomitantly, biological origins of neoplasia and its heterogeneity has been strongly debated in cancer stem cells (CSC) theme. This study investigates the prevalence of basal (BCC) and penta-negative carcinomas (5NC) in TNC and establishes associations with CSC (CD44CD24). MATERIALS AND METHODS: 94 TNC were tested for CK5/6, HER1, CD44 and CD24, evaluated by a simple immunohistochemistry score and correlated with clinicopathological and survival data. RESULTS: BCC had higher tumor grades than 5NC (p=0.004). CD44 negativity (p=0.007) and CD44(-)CD24(+) phenotype (p=0.013) were associated with less vascular invasion amongst TNC. CD44 expression was associated with BCC (p=0.007). CD44(-)CD24(-/low) phenotype was associated with 5NC. None of the variables were associated with clinical outcome. CONCLUSION: BCC and 5NC are closely related tumor subtypes. CD44(-)CD24(-/low) phenotype was associated with 5NC and CD44(-)CD24(+) phenotype was associated with vascular invasion. These results require histogenetic confirmation in larger studies.


Asunto(s)
Biomarcadores de Tumor/análisis , Células Madre Neoplásicas/patología , Neoplasias de la Mama Triple Negativas/patología , Adulto , Antígeno CD24/biosíntesis , Receptores ErbB/biosíntesis , Femenino , Humanos , Receptores de Hialuranos/biosíntesis , Inmunohistoquímica , Estimación de Kaplan-Meier , Queratina-5/biosíntesis , Queratina-6/biosíntesis , Persona de Mediana Edad , Clasificación del Tumor , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Análisis de Matrices Tisulares , Neoplasias de la Mama Triple Negativas/metabolismo , Neoplasias de la Mama Triple Negativas/mortalidad
12.
Antioxid Redox Signal ; 20(15): 2326-46, 2014 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-23964924

RESUMEN

AIMS: Although earlier reports highlighted a tumor suppressor role for manganese superoxide dismutase (MnSOD), recent evidence indicates increased expression in a variety of human cancers including aggressive breast carcinoma. In the present article, we hypothesized that MnSOD expression is significantly amplified in the aggressive breast carcinoma basal subtype, and targeting MnSOD could be an attractive strategy for enhancing chemosensitivity of this highly aggressive breast cancer subtype. RESULTS: Using MDA-MB-231 and BT549 as a model of basal breast cancer cell lines, we show that knockdown of MnSOD decreased the colony-forming ability and sensitized the cells to drug-induced cell death, while drug resistance was associated with increased MnSOD expression. In an attempt to develop a clinically relevant approach to down-regulate MnSOD expression in patients with basal breast carcinoma, we employed activation of the peroxisome proliferator-activated receptor gamma (PPARγ) to repress MnSOD expression; PPARγ activation significantly reduced MnSOD expression, increased chemosensitivity, and inhibited tumor growth. Moreover, as a proof of concept for the clinical use of PPARγ agonists to decrease MnSOD expression, biopsies derived from breast cancer patients who had received synthetic PPARγ ligands as anti-diabetic therapy had significantly reduced MnSOD expression. Finally, we provide evidence to implicate peroxynitrite as the mechanism involved in the increased sensitivity to chemotherapy induced by MnSOD repression. INNOVATION AND CONCLUSION: These data provide evidence to link increased MnSOD expression with the aggressive basal breast cancer, and underscore the judicious use of PPARγ ligands for specifically down-regulating MnSOD to increase the chemosensitivity of this subtype of breast carcinoma.


Asunto(s)
Antineoplásicos/farmacología , Neoplasias de la Mama/genética , Resistencia a Antineoplásicos/genética , Neoplasias Basocelulares/genética , Superóxido Dismutasa/genética , Animales , Antineoplásicos/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Claudinas/genética , Claudinas/metabolismo , Modelos Animales de Enfermedad , Activación Enzimática , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Ligandos , Ratones , Mitocondrias/metabolismo , Neoplasias Basocelulares/tratamiento farmacológico , Neoplasias Basocelulares/metabolismo , Neoplasias Basocelulares/mortalidad , Óxido Nítrico/metabolismo , PPAR gamma/metabolismo , Ácido Peroxinitroso/metabolismo , Especies Reactivas de Oxígeno/metabolismo , Superóxido Dismutasa/metabolismo , Ensayo de Tumor de Célula Madre , Ensayos Antitumor por Modelo de Xenoinjerto
13.
Oncogene ; 33(39): 4767-77, 2014 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-24141779

RESUMEN

Basal-like breast tumors are aggressive cancers associated with high proliferation and metastasis. Chemotherapy is currently the only treatment option; however, resistance often occurs resulting in recurrence and patient death. Some extremely aggressive cancers are also associated with hypoxia, inflammation and high leukocyte infiltration. Herein, we discovered that the neural-specific transcription factor, Engrailed 1 (EN1), is exclusively overexpressed in these tumors. Short hairpin RNA (shRNA)-mediated knockdown of EN1 triggered potent and selective cell death. In contrast, ectopic overexpression of EN1 in normal cells activated survival pathways and conferred resistance to chemotherapeutic agents. Exogenous expression of EN1 cDNA reprogrammed the breast epithelial cells toward a long-lived, neural-like phenotype displaying dopaminergic markers. Gene expression microarrays demonstrated that the EN1 cDNA altered transcription of a high number of inflammatory molecules, notably chemokines and chemokine receptors, which could mediate prosurvival pathways. To block EN1 function, we engineered synthetic interference peptides (iPeps) comprising the EN1-specific sequences that mediate essential protein-protein interactions necessary for EN1 function and an N-terminal cell-penetrating peptide/nuclear localization sequence. These EN1-iPeps rapidly mediated a strong apoptotic response in tumor cells overexpressing EN1, with no toxicity to normal or non EN1-expressing cells. Delivery of EN1-iPeps into basal-like cancer cells significantly decreased the fifty percent inhibitory concentrations (IC50) of chemotherapeutic drugs routinely used to treat breast cancer. Lastly, matrix-assisted laser desorption/ionization-time of flight mass spectrometry and immunoprecipitation assays demonstrated that EN1-iPeps captured targets involved in transcriptional and post-transcriptional regulation. Importantly, the EN1-iPeps bound the glutamyl-prolyl tRNA synthetase (EPRS) target, which has been associated with the transcript-specific translational control of inflammatory proteins and activation of amino-acid stress pathways. This work unveils EN1 as an activator of intrinsic inflammatory pathways associated with prosurvival in basal-like breast cancer. We further build upon these results and describe the engineering of iPeps targeting EN1 (EN1-iPeps) as a novel and selective therapeutic strategy to combat these lethal forms of breast cancer.


Asunto(s)
Antineoplásicos/farmacología , Neoplasias de la Mama/metabolismo , Proteínas de Homeodominio/fisiología , Recurrencia Local de Neoplasia/metabolismo , Neoplasias Basocelulares/metabolismo , Péptidos/farmacología , Secuencia de Aminoácidos , Antineoplásicos/metabolismo , Apoptosis , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Línea Celular Tumoral , Supervivencia Celular , Péptidos de Penetración Celular/metabolismo , Péptidos de Penetración Celular/farmacología , Ensayos de Selección de Medicamentos Antitumorales , Femenino , Humanos , Concentración 50 Inhibidora , Estimación de Kaplan-Meier , Datos de Secuencia Molecular , Terapia Molecular Dirigida , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Péptidos/metabolismo
14.
Breast Cancer Res Treat ; 138(1): 81-90, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23412770

RESUMEN

In epithelial-to-mesenchymal transition (EMT) epithelial cancer cells achieve mesenchymal features, essentially helping them to metastasize. There is some evidence that EMT could be increased in triple-negative (TNBC) or basal-like breast cancers, although more precise mechanisms considering e.g. EMT-regulating transcription factors are largely unknown. We assessed immunohistochemically vimentin (separately in in situ areas and in invasive cells) as an indicator of EMT, and also EMT-regulating transcription factors zeb1 (separately in stroma and tumour) and Sip1 (in nuclei and cytoplasm) in histological samples of 231 women with local or locally advanced invasive breast cancer. 51.1 % of patients had TNBC and 48.9 % oestrogen and progesterone receptor-positive and HER2 negative breast cancer. Basal-like breast cancers were defined as TNBC that also expressed epidermal growth factor receptor EGFR and/or cytokeratin 5/6. Vimentin expression in invasive cells was higher in TNBCs (p = 9 × 10(-12)) compared to non-TNBC tumours. Vimentin (p = 2 × 10(-6)), nuclear Sip1 (p = 0.035) and zeb1 in stroma (p = 0.013) were overexpressed in basal-like cancers compared to non-basal-like TNBCs. In non-TNBC group findings between studied markers and clinicopathological factors were rare. However, in TNBC cases, vimentin expression in invasive cells associated with poor differentiation (p = 0.00007), zeb1 expression in cancer cells with higher grade (p = 0.002), vascular invasion (p = 0.036) and larger T-class (p = 0.027), whereas stromal zeb1 associated with lymphatic vessel invasion (p = 0.036) and vascular invasion (p = 0.039). High nuclear Sip1 expression was prognostic for poor disease-free survival (p = 0.002) in the whole cohort. The current results emphasize the increased role of EMT in TNBC and especially in basal-like breast cancers. These observations also support the role of studied parameters in tumour progression.


Asunto(s)
Neoplasias de la Mama/metabolismo , Proteínas de Homeodominio/metabolismo , Neoplasias Basocelulares/metabolismo , Proteínas del Tejido Nervioso/metabolismo , Proteínas de Unión al ARN/metabolismo , Factores de Transcripción/metabolismo , Regulación hacia Arriba , Vimentina/metabolismo , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Progresión de la Enfermedad , Femenino , Humanos , Clasificación del Tumor , Estadificación de Neoplasias , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Fenotipo , Pronóstico , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Homeobox 1 de Unión a la E-Box con Dedos de Zinc
15.
Breast Cancer Res Treat ; 137(1): 127-37, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-23208589

RESUMEN

UNLABELLED: Basal-like tumours (BP) are a poor prognostic class of breast cancer but remain a biologically and clinically heterogeneous group. We have previously identified two novel genes PPARα (positive) and GMPR2 (negative) whose expression was significantly associated with BP at the transcriptome level. In this study, using a large and well-characterised series of operable invasive breast carcinomas (1,043 cases) prepared as TMAs, we assessed these targets at the protein level using immunohistochemistry and investigated associations with clinicopathological variables and patient outcome. RESULTS: Lack of PPARα and GMPR2 protein expression was associated with BP, as defined by the expression of cytokeratin (CK) 5/6 and/or CK14, (p = 0.023, p = 0.001, respectively) or as triple-negative (ER-, PR-, HER2-) phenotype (p < 0.001 for both proteins). Positive expression of both markers was associated ER and PR positive status (p < 0.05) and with the good Nottingham Prognostic Index group (p = 0.012, p < 0.001, respectively). Univariate survival analysis showed an association between lack of expression of PPARα and GMPR2 and poor outcome in terms of shorter disease-free survival and shorter breast cancer-specific survival, respectively. However, multivariate analysis showed that these associations were not independent of other prognostic variables, namely tumour size, grade, and nodal stage. In conclusion, this study demonstrates that loss of expression of GMPR2 and PPARα is associated with BP at the protein level; indicating that they may play a role in carcinogenesis of this molecularly complex and clinically important subtype. Further studies into their relevance in further classification of BP are warranted.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/metabolismo , Carcinoma Ductal de Mama/metabolismo , GMP-Reductasa/metabolismo , Neoplasias Basocelulares/metabolismo , PPAR alfa/metabolismo , Biomarcadores de Tumor/genética , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Carcinoma Ductal de Mama/mortalidad , Carcinoma Ductal de Mama/secundario , Supervivencia sin Enfermedad , Femenino , GMP-Reductasa/genética , Expresión Génica , Humanos , Estimación de Kaplan-Meier , Metástasis Linfática , Persona de Mediana Edad , Análisis Multivariante , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/secundario , PPAR alfa/genética , Fenotipo , Modelos de Riesgos Proporcionales
16.
Histol Histopathol ; 27(4): 475-84, 2012 04.
Artículo en Inglés | MEDLINE | ID: mdl-22374725

RESUMEN

Aberrant sonic hedgehog (SHH)/glioma-associated oncogene (GLI) signaling has been shown in the development of many tumors. The aims of the present study are to determine the expression of two SHH signaling molecules, the glioma-associated oncogene homolog 1 (GLI1) and forkhead box C2 (FOXC2), in invasive breast cancers (IBC), to evaluate their association with clinicopathological parameters, and to determine their prognostic significance in breast cancer patients. Expression of GLI1 and FOXC2 were assessed by immunohistochemical analysis of a tissue microarray containing 262 unselected IBC cases. A statistical analysis was performed to assess the correlation of GLI1 and FOXC2 expression with the patients' clinicopathological parameters, postoperative survival rate, and molecular subtypes. Immunoreactivity of GLI1 and FOXC2 was observed in 84% and 75% of all breast cancer tissues, respectively. There was a significant correlation between nuclear FOXC2 and GLI1 expressions in these breast cancers, which was associated with estrogen receptor (ER) negativity. Furthermore, there was a significant association between nuclear expression of GLI1 and FOXC2 and a basal-like breast cancer phenotype. Patients with nuclear GLI1 or FOXC2-expressing tumors had a significantly shorter survival time than those without nuclear FOXC2 or GLI1 expression. Multivariate analysis showed that nuclear GLI1 or FOXC2 expression was an independent factor for predicting the prognosis of basal-like breast cancer. In conclusion, there was a significant correlation between expression of nuclear GLI1 or FOXC2 and human breast cancer. More specifically, elevated levels of these proteins were associated with the basal-like breast cancer phenotype and with a poor rate of disease-free survival. These data suggest that GLI1 and FOXC2 are involved in tumorigenesis and that they may be useful as diagnostic and therapeutic targets for human basal-like breast cancers. Additional studies are warranted to better understand the biological significance of GLI1 and FOXC2, to further refine statistics related to patient prognosis, and to optimize treatment of patients with basal-like breast cancer.


Asunto(s)
Adenocarcinoma/secundario , Neoplasias de la Mama/patología , Núcleo Celular/patología , Factores de Transcripción Forkhead/genética , Neoplasias Basocelulares/secundario , Factores de Transcripción/genética , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/mortalidad , Adenocarcinoma Mucinoso/genética , Adenocarcinoma Mucinoso/metabolismo , Adenocarcinoma Mucinoso/mortalidad , Adenocarcinoma Mucinoso/secundario , Adulto , Anciano , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Carcinoma Ductal de Mama/genética , Carcinoma Ductal de Mama/metabolismo , Carcinoma Ductal de Mama/mortalidad , Carcinoma Ductal de Mama/secundario , Carcinoma Lobular/genética , Carcinoma Lobular/metabolismo , Carcinoma Lobular/mortalidad , Carcinoma Lobular/secundario , Carcinoma Medular/genética , Carcinoma Medular/metabolismo , Carcinoma Medular/mortalidad , Carcinoma Medular/secundario , Núcleo Celular/metabolismo , China , Terapia Combinada , Femenino , Factores de Transcripción Forkhead/metabolismo , Regulación Neoplásica de la Expresión Génica , Humanos , Mastectomía , Persona de Mediana Edad , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/metabolismo , Neoplasias Basocelulares/mortalidad , Pronóstico , Tasa de Supervivencia , Análisis de Matrices Tisulares , Factores de Transcripción/metabolismo , Proteína con Dedos de Zinc GLI1
17.
Breast Cancer Res Treat ; 133(3): 865-80, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22048815

RESUMEN

Breast cancer is a heterogeneous disease with known expression-defined tumor subtypes. DNA copy number studies have suggested that tumors within gene expression subtypes share similar DNA Copy number aberrations (CNA) and that CNA can be used to further sub-divide expression classes. To gain further insights into the etiologies of the intrinsic subtypes, we classified tumors according to gene expression subtype and next identified subtype-associated CNA using a novel method called SWITCHdna, using a training set of 180 tumors and a validation set of 359 tumors. Fisher's exact tests, Chi-square approximations, and Wilcoxon rank-sum tests were performed to evaluate differences in CNA by subtype. To assess the functional significance of loss of a specific chromosomal region, individual genes were knocked down by shRNA and drug sensitivity, and DNA repair foci assays performed. Most tumor subtypes exhibited specific CNA. The Basal-like subtype was the most distinct with common losses of the regions containing RB1, BRCA1, INPP4B, and the greatest overall genomic instability. One Basal-like subtype-associated CNA was loss of 5q11-35, which contains at least three genes important for BRCA1-dependent DNA repair (RAD17, RAD50, and RAP80); these genes were predominantly lost as a pair, or all three simultaneously. Loss of two or three of these genes was associated with significantly increased genomic instability and poor patient survival. RNAi knockdown of RAD17, or RAD17/RAD50, in immortalized human mammary epithelial cell lines caused increased sensitivity to a PARP inhibitor and carboplatin, and inhibited BRCA1 foci formation in response to DNA damage. These data suggest a possible genetic cause for genomic instability in Basal-like breast cancers and a biological rationale for the use of DNA repair inhibitor related therapeutics in this breast cancer subtype.


Asunto(s)
Neoplasias de la Mama/genética , Variaciones en el Número de Copia de ADN , Inestabilidad Genómica , Neoplasias Basocelulares/genética , Ácido Anhídrido Hidrolasas , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/mortalidad , Proteínas de Ciclo Celular/genética , Enzimas Reparadoras del ADN/genética , Proteínas de Unión al ADN/genética , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Genes BRCA1 , Humanos , Neoplasias Basocelulares/tratamiento farmacológico , Neoplasias Basocelulares/mortalidad , Análisis de Supervivencia
18.
Breast Cancer Res Treat ; 133(2): 575-82, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22002520

RESUMEN

Advances in the understanding of the molecular basis of breast cancer have necessitated a definition of more sensitive and specific indicators of prognosis that are central to the underlying cancer biology and that reflect the complicated and heterogeneous nature of the disease. This study investigates the expression of epithelial cell adhesion molecule (EpCAM) in breast cancer particularly basal-like phenotype group which remains unclear. EpCAM expression was assessed using immunohistochemistry in a large well-characterised series of breast carcinomas prepared as tissue microarrays. Relationships between EpCAM expression with molecular subtypes, clinicopathological variables and patients' outcome were examined. EpCAM expression was associated with higher tumour grade (P < 0.001), larger tumour size (P < 0.001) and basal phenotype (P = 0.03). Importantly, within the basal-like tumours those positive for EpCAM showed a significantly shorter DFI (LR = 7.97, P = 0.005) and MFS (LR 4.01, P = 0.045). EpCAM may play a role in breast cancer progression and its expression is associated with poor patient outcome in basal-like breast cancer, independent of other prognostic factors.


Asunto(s)
Antígenos de Neoplasias/metabolismo , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/metabolismo , Moléculas de Adhesión Celular/metabolismo , Recurrencia Local de Neoplasia/diagnóstico , Neoplasias Basocelulares/diagnóstico , Neoplasias Basocelulares/metabolismo , Adulto , Anciano , Antígenos de Neoplasias/genética , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/mortalidad , Moléculas de Adhesión Celular/genética , Molécula de Adhesión Celular Epitelial , Femenino , Expresión Génica , Humanos , Persona de Mediana Edad , Clasificación del Tumor , Recurrencia Local de Neoplasia/metabolismo , Estadificación de Neoplasias , Neoplasias Basocelulares/mortalidad , Pronóstico , Análisis de Supervivencia
19.
Breast Cancer Res Treat ; 123(3): 691-9, 2010 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19967557

RESUMEN

Several gene expression profiles have been reported to predict breast cancer response to neoadjuvant chemotherapy. These studies often consider breast cancer as a homogeneous entity, although higher rates of pathologic complete response (pCR) are known to occur within the basal-like subclass. We postulated that profiles with higher predictive accuracy could be derived from a subset analysis of basal-like tumors in isolation. Using a previously described "intrinsic" signature to differentiate breast tumor subclasses, we identified 50 basal-like tumors from two independent clinical trials associated with gene expression profile data. 24 tumor data sets were derived from a 119-patient neoadjuvant trial at our institution and an additional 26 tumor data sets were identified from a published data set (Hess et al. J Clin Oncol 24:4236-4244, 2006). The combined 50 basal-like tumors were partitioned to form a 37 sample training set with 13 sequestered for validation. Clinical surveillance occurred for a mean of 26 months. We identified a 23-gene profile which predicted pCR in basal-like breast cancers with 92% predictive accuracy in the sequestered validation data set. Furthermore, distinct cluster of patients with high rates of cancer recurrence was observed based on cluster analysis with the 23-gene signature. Disease-free survival analysis of these three clusters revealed significantly reduced survival in the patients of this high recurrence cluster. We identified a 23-gene signature which predicts response of basal-like breast cancer to neoadjuvant chemotherapy as well as disease-free survival. This signature is independent of tissue collection method and chemotherapeutic regimen.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Pruebas Genéticas , Neoplasias Basocelulares/tratamiento farmacológico , Neoplasias Basocelulares/genética , Adulto , Anciano , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Quimioterapia Adyuvante , Ensayos Clínicos como Asunto , Análisis por Conglomerados , Supervivencia sin Enfermedad , Femenino , Perfilación de la Expresión Génica/métodos , Humanos , Estimación de Kaplan-Meier , Persona de Mediana Edad , Terapia Neoadyuvante , Neoplasias Basocelulares/mortalidad , Neoplasias Basocelulares/patología , Análisis de Secuencia por Matrices de Oligonucleótidos , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Factores de Tiempo , Resultado del Tratamiento
20.
Histopathology ; 52(3): 370-80, 2008 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-18269588

RESUMEN

AIMS: To study the relationship between basal-like breast cancers, epidermal growth factor receptor (EGFR) and candidate stem cell markers (BMI-1, EZH2, Oct-4) in a population-based setting. METHODS AND RESULTS: Immunohistochemistry was evaluated in a series of 190 breast cancers. Basal-like phenotype (BLP) 1-5 was found in 4.3-14.3% of cases. EGFR was expressed in 9% of cases and associated with cytokeratin (CK) 5 and P-cadherin positivity, but not with survival; 28% of CK5+ cases were EGFR+. On multivariate analysis, basal-like differentiation and lymph node status were independent prognostic factors of comparable strength. BMI-1 positivity (42.6%) was associated with absence of basal-like features, oestrogen receptor positivity and low Ki67, but not related to survival. BMI was not associated with EZH2 expression, and these markers tended to show opposite associations with other variables, suggesting different roles in breast cancer. Oct-4 expression was not detected in this series. CONCLUSIONS: Basal-like features and lymph node status were strong and independent prognostic factors in this population-based series of breast cancer. Neither EGFR nor BMI-1 had significant prognostic impact, whereas EZH2 expression was associated with decreased survival. BMI-1 was inversely related to basal-like factors, and a stem cell phenotype of the basal-like subgroup could not be verified by this marker.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Carcinoma Ductal de Mama/diagnóstico , Receptores ErbB/metabolismo , Neoplasias Basocelulares/diagnóstico , Proteínas Nucleares/metabolismo , Proteínas Proto-Oncogénicas/metabolismo , Proteínas Represoras/metabolismo , Anciano , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Carcinoma Ductal de Mama/metabolismo , Carcinoma Ductal de Mama/mortalidad , Proteínas de Unión al ADN/metabolismo , Femenino , Humanos , Mastectomía , Persona de Mediana Edad , Neoplasias Basocelulares/metabolismo , Neoplasias Basocelulares/mortalidad , Factor 3 de Transcripción de Unión a Octámeros/metabolismo , Fenotipo , Complejo Represivo Polycomb 1 , Pronóstico , Tasa de Supervivencia , Factores Generales de Transcripción
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