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1.
Breast Cancer Res Treat ; 152(3): 667-73, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26195120

RESUMEN

Breast cancer is a heterogeneous entity composed of distinct molecular subgroups with different molecular and clinical features. We analyzed the association between molecular breast cancer subgroups, age at diagnosis, and prognosis in a compilation of publicly available gene expression datasets. Affymetrix gene expression data (U133A or U133Plus2.0 arrays) of 4467 breast cancers from 40 datasets were compiled and homogenized. Breast cancer subgroups were defined based on expression of ESR1, PR, HER2, and Ki67. Event-free survival was calculated as recurrence-free survival or distant metastasis-free survival if recurrence-free survival was not available. Young age at diagnosis is associated with higher frequency of triple negative and HER2 subtypes and lower frequency of luminal A breast cancers. The 5-year event-free survival rates of patients aged less than 40, between 40 and 50, and >50 years were 54.3 ± 3.5, 68.5 ± 1.9, and 70.4 ± 1.3 %, respectively. When controlling for breast cancer subtype, we found that age <40 years remained significantly associated with poor prognosis in triple negative breast cancer. The effect was modest in luminal tumors and not found in HER2 subtype. Both subtypes and age retained their significances in multivariate analysis. Association of age at diagnosis with molecular breast cancer subtype contributes to its important role as prognostic factor among patients with breast cancer. Still, within the group of triple negative breast cancer, young age <40 years has a significant prognostic value which was retained in multivariate analysis.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Adulto , Factores de Edad , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/genética , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Receptor alfa de Estrógeno/genética , Receptor alfa de Estrógeno/metabolismo , Femenino , Perfilación de la Expresión Génica , Humanos , Antígeno Ki-67/genética , Antígeno Ki-67/metabolismo , Metástasis Linfática/patología , Persona de Mediana Edad , Análisis Multivariante , Pronóstico , Receptor ErbB-2/genética , Receptor ErbB-2/metabolismo , Receptores de Progesterona/genética , Receptores de Progesterona/metabolismo , Análisis de Matrices Tisulares
2.
Breast Cancer Res Treat ; 149(3): 789-97, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25651779

RESUMEN

A subset of early stage estrogen receptor (ER)-positive breast cancers considered "high risk" for recurrence with endocrine therapy alone by current genomic prognostic predictors, such as Oncotype DX, is no longer high risk after receiving adjuvant chemotherapy. We hypothesized that a recently described gene expression-based outcome predictor adjuvant chemotherapy and endocrine therapy sensitivity (ACES) could re-stratify these patients into high and low risk groups for relapse when treated with both chemo- and endocrine therapies. ACES involves four separate modules (endocrine sensitivity, chemotherapy sensitivity, chemotherapy resistance, and survival prediction) that yield a prediction for good or poor outcome with current standard of care multimodality therapy. ACES was applied to Affymetrix gene expression data from 2 retrospectively collected ER-positive and HER2-negative patient cohorts that were uniformly treated with adjuvant endocrine and chemotherapy (n = 250). Each sample was first risk stratified by a genomic surrogate of Oncotype DX, and the high risk patients (n = 76) were re-stratified by ACES. Recurrence-free survival (RFS) was evaluated with ACES risk categories. The Oncotype DX high risk but ACES good prognosis patients (n = 24, 32%) had an RFS of 95% compared to 76% in the poor prognosis group (n = 52; log-rank p = 0.033) at 5 years. ACES risk category remained an independent predictor in multivariate analysis after adjusting for age, T-stage, and lymph node involvement at diagnosis (hazard ratio 0.15; p = 0.072). Tertiary risk prediction that takes into account chemotherapy and endocrine sensitivity, and baseline prognosis may help identify high risk ER-positive patients who have excellent survival after chemotherapy.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Quimioterapia Adyuvante , Perfilación de la Expresión Génica , Proteínas de Neoplasias/biosíntesis , Recurrencia Local de Neoplasia/tratamiento farmacológico , Adulto , Antineoplásicos Hormonales/administración & dosificación , Biomarcadores de Tumor/biosíntesis , Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Persona de Mediana Edad , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Pronóstico , Receptores de Estrógenos/genética , Tamoxifeno/administración & dosificación
3.
Breast Cancer Res ; 15(5): R86, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24060333

RESUMEN

INTRODUCTION: We examined if a combination of proliferation markers and estrogen receptor (ER) activity could predict early versus late relapses in ER-positive breast cancer and inform the choice and length of adjuvant endocrine therapy. METHODS: Baseline affymetrix gene-expression profiles from ER-positive patients who received no systemic therapy (n = 559), adjuvant tamoxifen for 5 years (cohort-1: n = 683, cohort-2: n = 282) and from 58 patients treated with neoadjuvant letrozole for 3 months (gene-expression available at baseline, 14 and 90 days) were analyzed. A proliferation score based on the expression of mitotic kinases (MKS) and an ER-related score (ERS) adopted from Oncotype DX® were calculated. The same analysis was performed using the Genomic Grade Index as proliferation marker and the luminal gene score from the PAM50 classifier as measure of estrogen-related genes. Median values were used to define low and high marker groups and four combinations were created. Relapses were grouped into time cohorts of 0-2.5, 0-5, 5-10 years. RESULTS: In the overall 10 years period, the proportional hazards assumption was violated for several biomarker groups indicating time-dependent effects. In tamoxifen-treated patients Low-MKS/Low-ERS cancers had continuously increasing risk of relapse that was higher after 5 years than Low-MKS/High-ERS cancers [0 to 10 year, HR 3.36; p = 0.013]. High-MKS/High-ERS cancers had low risk of early relapse [0-2.5 years HR 0.13; p = 0.0006], but high risk of late relapse which was higher than in the High-MKS/Low-ERS group [after 5 years HR 3.86; p = 0.007]. The High-MKS/Low-ERS subset had most of the early relapses [0 to 2.5 years, HR 6.53; p < 0.0001] especially in node negative tumors and showed minimal response to neoadjuvant letrozole. These findings were qualitatively confirmed in a smaller independent cohort of tamoxifen-treated patients. Using different biomarkers provided similar results. CONCLUSIONS: Early relapses are highest in highly proliferative/low-ERS cancers, in particular in node negative tumors. Relapses occurring after 5 years of adjuvant tamoxifen are highest among the highly-proliferative/high-ERS tumors although their risk of recurrence is modest in the first 5 years on tamoxifen. These tumors could be the best candidates for extended endocrine therapy.


Asunto(s)
Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Estrógenos/metabolismo , Receptores de Estrógenos/metabolismo , Transducción de Señal , Adulto , Anciano , Antineoplásicos Hormonales/uso terapéutico , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Proliferación Celular , Quimioradioterapia Adyuvante , Estrógenos/genética , Femenino , Estudios de Seguimiento , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Persona de Mediana Edad , Mitosis , Clasificación del Tumor , Metástasis de la Neoplasia , Recurrencia Local de Neoplasia , Estadificación de Neoplasias , Pronóstico , Receptores de Estrógenos/genética , Riesgo , Tamoxifeno/uso terapéutico
4.
Breast Cancer Res Treat ; 137(2): 407-16, 2013 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-23242614

RESUMEN

We recently reported that a ratio of high B cell and low IL-8 metagene expression identified 32 % of triple negative breast cancers (TNBC) with good prognosis and was the only significant predictor in multivariate analysis including routine clinicopathological variables. However, the clinical relevance of this signature in other breast cancer subtypes remains unclear. We compiled Affymetrix gene expression datasets from 4,467 primary breast cancer samples and excluded 329 triple negative samples which were used as discovery cohort in our previous study. Molecular classification of the remaining 4,138 samples was performed by two methods, including single genes (ER, PgR, HER2, and Ki67) and a centroid-based method using the intrinsic gene list. The prognostic value within the respective subtypes was assessed by analyzing the event-free survival of patients as a function of the B cell/IL-8 metagene ratio using previously published cutoff. ER-negative subtypes had the highest expression of the B cell and the IL-8 metagenes. The IL-8/B cell signature assigned a considerable fraction of samples (range 20.7-42.0 %) into the "good prognosis" group. However, a significant prognostic value was only observed in the subgroup of triple negative breast cancer (P = 0.035). The prognostic value of the B cell/IL-8 ratio is mainly confined to the basal-like and TNBC subtypes of breast cancer. This result underlines the importance of subtype-specific analyses and suggests a sequential multistep approach to developing and applying outcome predictors in the clinic.


Asunto(s)
Linfocitos B/patología , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Interleucina-8/genética , Neoplasias de la Mama/metabolismo , Supervivencia sin Enfermedad , Femenino , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Humanos , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo
5.
Int J Gynecol Pathol ; 32(3): 249-57, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23518908

RESUMEN

Acid ceramidase (AC), a key enzyme of sphingolipid metabolism, seems to play an important role in cancer progression. The objective of this study was to explore the expression of AC in ovarian cancer and its impact on prognosis. Expression analysis of AC in n=112 ovarian cancer patients was performed by immunohistochemical analysis of primary paraffin-embedded tumor samples. The results were scored on the basis of the staining intensity and percentage of positive tumor cells, resulting in an immunoreactive score from 0 to 12. These results were correlated to clinical and pathologic characteristics and survival. AC expression correlated significantly only with FIGO stage (0.047). In serous carcinoma, low level of AC was independently associated with reduced progression-free survival and overall survival of 12.0 mo [95% confidence interval (CI), 5.78-18.23] versus 18.1 mo (95% CI, 11.61-24.59; P=0.008) and 35.7 mo (95% CI, 22.24-47.16) versus 58.7 mo (95% CI, 36.48-80.91; P=0.032), respectively. In multivariate analysis, AC presents as an independent prognostic factor for progression-free survival (hazard ratio 1.88; 95% CI, 1.13-3.11; P=0.015). AC is a prognostic factor in epithelial ovarian cancer. Low AC expression can be associated with tumor progression in carcinoma of the ovaries. These results are in contrast to the concept of AC as a promoter for cancer progression. Nevertheless, they are supported by the lately discovered tumor-suppressing function of sphingosine, the enzymatic product of AC.


Asunto(s)
Ceramidasa Ácida/biosíntesis , Biomarcadores de Tumor/análisis , Neoplasias Glandulares y Epiteliales/enzimología , Neoplasias Glandulares y Epiteliales/mortalidad , Neoplasias Ováricas/enzimología , Neoplasias Ováricas/mortalidad , Ceramidasa Ácida/análisis , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Epitelial de Ovario , Supervivencia sin Enfermedad , Femenino , Humanos , Inmunohistoquímica , Estimación de Kaplan-Meier , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Modelos de Riesgos Proporcionales , Esfingolípidos/metabolismo , Adulto Joven
6.
NPJ Breast Cancer ; 8(1): 119, 2022 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-36344517

RESUMEN

The RxPONDER and TAILORx trials demonstrated benefit from adjuvant chemotherapy in patients age ≤ 50 with node-positive breast cancer and Recurrence Score (RS) 0-26, and in node-negative disease with RS 16-25, respectively, but no benefit in older women with the same clinical features. We analyzed transcriptomic and genomic data of ER+/HER2- breast cancers with in silico RS < 26 from TCGA (n = 530), two microarray cohorts (A: n = 865; B: n = 609), the METABRIC (n = 867), and the SCAN-B (n = 1636) datasets. There was no difference in proliferation-related gene expression between age groups. Older patients had higher mutation burden and more frequent ESR1 copy number gain, but lower frequency of GATA3 mutations. Younger patients had higher rate of ESR1 copy number loss. In all datasets, younger patients had significantly lower mRNA expression of ESR1 and ER-associated genes, and higher expression of immune-related genes. The ER- and immune-related gene signatures showed negative correlation and defined three subpopulations in younger women: immune-high/ER-low, immune-intermediate/ER-intermediate, and immune-low/ER-intermediate. We hypothesize that in immune-high cancers, the cytotoxic effect of chemotherapy may drive the benefit, whereas in immune-low/ER-intermediate cancers chemotherapy induced ovarian suppression may play important role.

7.
Breast Cancer Res ; 13(5): R97, 2011 Oct 06.
Artículo en Inglés | MEDLINE | ID: mdl-21978456

RESUMEN

INTRODUCTION: Current prognostic gene expression profiles for breast cancer mainly reflect proliferation status and are most useful in ER-positive cancers. Triple negative breast cancers (TNBC) are clinically heterogeneous and prognostic markers and biology-based therapies are needed to better treat this disease. METHODS: We assembled Affymetrix gene expression data for 579 TNBC and performed unsupervised analysis to define metagenes that distinguish molecular subsets within TNBC. We used n = 394 cases for discovery and n = 185 cases for validation. Sixteen metagenes emerged that identified basal-like, apocrine and claudin-low molecular subtypes, or reflected various non-neoplastic cell populations, including immune cells, blood, adipocytes, stroma, angiogenesis and inflammation within the cancer. The expressions of these metagenes were correlated with survival and multivariate analysis was performed, including routine clinical and pathological variables. RESULTS: Seventy-three percent of TNBC displayed basal-like molecular subtype that correlated with high histological grade and younger age. Survival of basal-like TNBC was not different from non basal-like TNBC. High expression of immune cell metagenes was associated with good and high expression of inflammation and angiogenesis-related metagenes were associated with poor prognosis. A ratio of high B-cell and low IL-8 metagenes identified 32% of TNBC with good prognosis (hazard ratio (HR) 0.37, 95% CI 0.22 to 0.61; P < 0.001) and was the only significant predictor in multivariate analysis including routine clinicopathological variables. CONCLUSIONS: We describe a ratio of high B-cell presence and low IL-8 activity as a powerful new prognostic marker for TNBC. Inhibition of the IL-8 pathway also represents an attractive novel therapeutic target for this disease.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Adulto , Linfocitos B/patología , Linfocitos B/fisiología , Neoplasias de la Mama/mortalidad , Femenino , Humanos , Interleucina-8/genética , Persona de Mediana Edad , Análisis Multivariante , Neoplasias Basocelulares/genética , Neoplasias Basocelulares/patología , Valor Predictivo de las Pruebas , Tasa de Supervivencia , Transcriptoma
8.
Breast Cancer Res Treat ; 130(2): 409-20, 2011 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-21203899

RESUMEN

The luminal B subtype represents a group of high proliferating estrogen receptor positive breast cancers which are associated with a poor prognosis. Genes exclusively expressed in this subtype should help to better understand these tumors. In a finding cohort of 171 breast cancers luminal B specific genes were identified displaying strong expression in highly proliferating Ki-67 positive/ER positive tumors but no expression either in Ki-67 negative/ER positive or in Ki-67 positive/ER negative samples. The clinical relevance of the scaffold protein NHERF1 identified by this strategy was assessed in a total of 3,030 breast cancers. NHERF1 expression was associated with the luminal B subtype both in the finding and validation cohort. A positive correlation of NHERF1 expression with tumor size (P < 0.001), grade (P < 0.001), and HER2 status (P = 0.033) was observed. NHERF1 expression was associated with a worse survival in ER positive breast cancer (P < 0.001) and retained its prognostic value in multivariate analysis. For ER positive samples with low NHERF1 expression a benefit of endocrine therapy was detected (P = 0.007). In contrast no differences in disease free survival were found for high NHERF1 expressing breast cancers which were either treated with endocrine therapy or no systemic therapy. Our data indicate that NHERF1 expressing breast cancers seem to have a greater risk to develop resistance to endocrine therapy. However, based on previous findings of NHERF1 functioning in PI3K signalling from basic research, these tumors might be appropriate candidates for a targeted therapy of the PI3K/Akt pathway.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Carcinoma Ductal de Mama/genética , Resistencia a Antineoplásicos , Perfilación de la Expresión Génica , Fosfoproteínas/genética , Intercambiadores de Sodio-Hidrógeno/genética , Antineoplásicos Hormonales/farmacología , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/patología , Carcinoma Ductal de Mama/diagnóstico , Carcinoma Ductal de Mama/patología , Supervivencia sin Enfermedad , Femenino , Expresión Génica , Estudios de Asociación Genética , Humanos , Persona de Mediana Edad , Familia de Multigenes , Análisis Multivariante , Análisis de Secuencia por Matrices de Oligonucleótidos , Fosfoproteínas/metabolismo , Pronóstico , Modelos de Riesgos Proporcionales , Receptores de Estrógenos/genética , Receptores de Estrógenos/metabolismo , Intercambiadores de Sodio-Hidrógeno/metabolismo
9.
Breast Cancer Res Treat ; 120(3): 567-79, 2010 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-19455418

RESUMEN

Pooling of microarray datasets seems to be a reasonable approach to increase sample size when a heterogeneous disease like breast cancer is concerned. Different methods for the adaption of datasets have been used in the literature. We have analyzed influences of these strategies using a pool of 3,030 Affymetrix U133A microarrays from breast cancer samples. We present data on the resulting concordance with biochemical assays of well known parameters and highlight critical pitfalls. We further propose a method for the inference of cutoff values directly from the data without prior knowledge of the true result. The cutoffs derived by this method displayed high specificity and sensitivity. Markers with a bimodal distribution like ER, PgR, and HER2 discriminate different biological subtypes of disease with distinct clinical courses. In contrast, markers displaying a continuous distribution like proliferation markers as Ki67 rather describe the composition of the mixture of cells in the tumor.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias de la Mama/clasificación , ADN de Neoplasias/análisis , Análisis de Secuencia por Matrices de Oligonucleótidos/estadística & datos numéricos , Área Bajo la Curva , Neoplasias de la Mama/química , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Supervivencia sin Enfermedad , Femenino , Estudios de Seguimiento , Genes erbB-2 , Humanos , Estimación de Kaplan-Meier , Antígeno Ki-67 , Proteínas de Neoplasias/genética , Neoplasias Hormono-Dependientes/química , Neoplasias Hormono-Dependientes/genética , Distribución Normal , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Curva ROC , Receptor ErbB-2/análisis , Receptores de Estrógenos/análisis , Receptores de Estrógenos/genética , Receptores de Progesterona/análisis , Receptores de Progesterona/genética , Sensibilidad y Especificidad
10.
Virchows Arch ; 476(6): 855-862, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31897818

RESUMEN

Acid ceramidase (ASAH1) is a key player in sphingolipid metabolism and signaling. It has prognostic value for several cancers, but histotype-specific analyses of ovarian cancer are not yet available. We used three retrospective TMA cohorts encompassing a total of 1106 ovarian cancers with follow-up data for immunohistochemical analysis of acid ceramidase (ASAH1) expression. Patients with sub-optimal debulking and persistent residual tumor after surgery introduced bias in the prognostic analysis and were excluded from further studies. Overall, we detected an association of ASAH1 expression with better prognosis in ovarian cancer patients. ASAH1 expression differed between histological ovarian cancer histotypes with most frequent expression in endometrioid and clear cell ovarian cancer, which are both associated with good prognosis. Stratified subgroup analyses within these histotypes did not reveal significant survival differences, but the power of the analysis may be limited by smaller sample sizes. In contrast to breast cancer, we found only a modest concordance between estrogen receptor status and ASAH1 expression within the endometrioid ovarian cancer histotype. In an exploratory analysis of estrogen receptor negative endometrioid ovarian cancer, ASAH1 expression was associated with significantly better overall survival (P = 0.007). Acid ceramidase is most frequently expressed in endometrioid and clear cell histotypes and could add independent prognostic value to estrogen receptor in endometrioid ovarian cancer. Modulating sphingolipid metabolism may lead to novel therapeutic intervention strategies for this disease.


Asunto(s)
Ceramidasa Ácida/metabolismo , Biomarcadores de Tumor/metabolismo , Carcinoma Endometrioide/diagnóstico , Neoplasias Ováricas/diagnóstico , Carcinoma Endometrioide/enzimología , Carcinoma Endometrioide/patología , Estudios de Cohortes , Femenino , Estudios de Seguimiento , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/enzimología , Neoplasias Ováricas/patología , Ovario/enzimología , Ovario/patología , Pronóstico
11.
Clin Cancer Res ; 26(8): 1896-1904, 2020 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-31932495

RESUMEN

PURPOSE: In breast cancer, bevacizumab increased pCR rate but not long-term survival and no predictive markers are available to identify patients with long-term benefit from the drug. EXPERIMENTAL DESIGN: We profiled 289 pretherapeutic formalin-fixed, paraffin-embedded (FFPE) biopsies of HER2-negative patients from the GeparQuinto trial of neoadjuvant chemotherapy ± bevacizumab by exome-capture RNA-sequencing (RNA-seq). In a prospectively planned study, we tested molecular signatures for response prediction. IHC validation was performed using tissue microarrays. RESULTS: We found strong agreement of molecular and pathologic parameters as hormone receptors, grading, and lymphocyte infiltration in 221 high-quality samples. Response rates (49.3% pCR overall) were higher in basal-like (68.9%) and HER2-enriched (45.5%) than in luminal B (35.7%), luminal A (17.9%), and normal-like (20.0%) subtypes. T-cell (OR = 1.60; 95% confidence interval, 1.21-2.12; P = 0.001), proliferation (OR = 2.88; 95% CI, 2.00-4.15; P < 0.001), and hypoxia signatures (OR = 1.92; 95% CI, 1.41-2.60; P < 0.001) significantly predicted pCR in univariate analysis. In a prespecified multivariate logistic regression, a small hypoxia signature predicted pCR (OR = 2.40; 95% CI, 1.28-4.51; P = 0.006) with a significant interaction with bevacizumab treatment (P = 0.020). IHC validation using NDRG1 as marker revealed highly heterogenous expression within tissue leading to profound loss of sensitivity in TMA analysis, still a significant predictive value for pCR was detected (P = 0.025). CONCLUSIONS: Exome-capture RNA-seq characterizes small FFPE core biopsies by reliably detecting factors as for example ER status, grade, and tumor-infiltrating lymphocytes levels. Beside molecular subtypes and immune signatures, a small hypoxia signature predicted pCR to bevacizumab, which could be validated by IHC. The signature can have important applications for bevacizumab treatment in different cancer types and might also have a role for novel combination therapies of bevacizumab with immune checkpoint inhibition.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Bevacizumab/uso terapéutico , Biomarcadores de Tumor/genética , Neoplasias de la Mama/patología , Regulación Neoplásica de la Expresión Génica , Hipoxia/genética , Linfocitos Infiltrantes de Tumor/inmunología , Inhibidores de la Angiogénesis/uso terapéutico , Biopsia con Aguja Gruesa , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Femenino , Humanos , Hipoxia/metabolismo , Persona de Mediana Edad , Estudios Prospectivos , RNA-Seq/métodos , Resultado del Tratamiento
12.
Breast Cancer Res ; 11(2): R15, 2009.
Artículo en Inglés | MEDLINE | ID: mdl-19272155

RESUMEN

INTRODUCTION: Lymphocyte infiltration (LI) is often seen in breast cancer but its importance remains controversial. A positive correlation of human epidermal growth factor receptor 2 (HER2) amplification and LI has been described, which was associated with a more favorable outcome. However, specific lymphocytes might also promote tumor progression by shifting the cytokine milieu in the tumor. METHODS: Affymetrix HG-U133A microarray data of 1,781 primary breast cancer samples from 12 datasets were included. The correlation of immune system-related metagenes with different immune cells, clinical parameters, and survival was analyzed. RESULTS: A large cluster of nearly 600 genes with functions in immune cells was consistently obtained in all datasets. Seven robust metagenes from this cluster can act as surrogate markers for the amount of different immune cell types in the breast cancer sample. An IgG metagene as a marker for B cells had no significant prognostic value. In contrast, a strong positive prognostic value for the T-cell surrogate marker (lymphocyte-specific kinase (LCK) metagene) was observed among all estrogen receptor (ER)-negative tumors and those ER-positive tumors with a HER2 overexpression. Moreover ER-negative tumors with high expression of both IgG and LCK metagenes seem to respond better to neoadjuvant chemotherapy. CONCLUSIONS: Precise definitions of the specific subtypes of immune cells in the tumor can be accomplished from microarray data. These surrogate markers define subgroups of tumors with different prognosis. Importantly, all known prognostic gene signatures uniformly assign poor prognosis to all ER-negative tumors. In contrast, the LCK metagene actually separates the ER-negative group into better or worse prognosis.


Asunto(s)
Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/genética , Neoplasias de la Mama/inmunología , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/metabolismo , Linfocitos T/metabolismo , Neoplasias de la Mama/metabolismo , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Humanos , Técnicas para Inmunoenzimas , Proteína Tirosina Quinasa p56(lck) Específica de Linfocito/genética , Proteína Tirosina Quinasa p56(lck) Específica de Linfocito/metabolismo , Estadificación de Neoplasias , Análisis de Secuencia por Matrices de Oligonucleótidos , Pronóstico
13.
J Cancer Res Clin Oncol ; 135(1): 81-90, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18560890

RESUMEN

PURPOSE: Multidrug resistance (MDR) has been linked to sphingolipid metabolism and preclinical data ascribe glucosylceramide synthase (GCS) a major role for MDR especially in breast cancer cells but no profound data are available on the expression of this potential therapeutic target in clinical breast cancer specimens. METHODS: We analyzed microarray data of GCS expression in a large cohort of 1,681 breast tumors. RESULTS: Expression of GCS was associated with a positive estrogen receptor (ER) status, lower histological grading, low Ki67 levels and ErbB2 negativity (P < 0.001 for all). In univariate analysis there was a benefit for disease free survival for patients with tumors displaying low levels of GCS expression but this significance was lost in multivariate Cox regression. CONCLUSIONS: Our results suggest ER positive tumors may be the most promising candidates for a potential therapeutic application of GCS inhibitors.


Asunto(s)
Neoplasias de la Mama/enzimología , Carcinoma Ductal de Mama/enzimología , Carcinoma Lobular/enzimología , Glucosiltransferasas/metabolismo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Carcinoma Ductal de Mama/genética , Carcinoma Ductal de Mama/secundario , Carcinoma Lobular/genética , Carcinoma Lobular/secundario , Proliferación Celular , Niño , Femenino , Perfilación de la Expresión Génica , Glucosiltransferasas/genética , Humanos , Antígeno Ki-67/genética , Antígeno Ki-67/metabolismo , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Pronóstico , Receptor ErbB-2/genética , Receptor ErbB-2/metabolismo , Receptores de Estrógenos/genética , Receptores de Estrógenos/metabolismo , Tasa de Supervivencia , Adulto Joven
14.
Clin Cancer Res ; 13(4): 1115-22, 2007 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-17317819

RESUMEN

PURPOSE: A common characteristic of mammary carcinomas is an inverse relationship between the estrogen receptor (ER) status and the proliferative activity of the tumor. Yet, a subset of ER-positive breast cancers is characterized by a high proliferation, suggesting malfunctions in ER responsiveness that influence the biological and therapeutic behavior of tumor cells. The expression of several ER-dependent genes seems to be dysregulated among those "uncoupled" tumors. One of those genes is plexin B1, a cell-surface receptor for the semaphorin Sema4D (CD 100). However, the biological role of plexin B1 in breast cancer is largely unknown. EXPERIMENTAL DESIGN: Expression data of plexin B1 were obtained from Affymetrix microarray analysis of n = 119 breast cancer specimens. Validation was done by quantitative real-time PCR and protein expression was evaluated by immunohistochemistry. Expression data were compared with clinical characteristics as well as follow-up data of the disease. RESULTS: Low plexin B1 expression levels characterize a more aggressive tumor phenotype. The expression of plexin B1 is strongly correlated with the ER status. However, even among ER-positive tumors, loss of plexin B1 is associated with an impaired prognosis of breast cancer patients in both univariate (all patients, P = 0.0062; ER positive, P = 0.0107) and multivariate analyses (all patients, P = 0.032; ER positive, P = 0.022). Immunohistochemistry reveals that the tumor cells themselves and not the endothelial cells are the major source of plexin B1 expression in the tumor. CONCLUSION: Plexin B1 acts not only as a new important prognostic but should also represent a predictive marker indicating an endocrine resistance. These data give a new insight in markers that could be involved in endocrine dysregulation of breast cancer.


Asunto(s)
Neoplasias de la Mama/metabolismo , Proteínas del Tejido Nervioso/deficiencia , Receptores de Superficie Celular/deficiencia , Receptores de Estrógenos/biosíntesis , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Células Epiteliales/metabolismo , Células Epiteliales/patología , Femenino , Humanos , Inmunohistoquímica , Persona de Mediana Edad , Proteínas del Tejido Nervioso/biosíntesis , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/metabolismo , Pronóstico , Análisis por Matrices de Proteínas , ARN Mensajero/biosíntesis , ARN Mensajero/genética , Receptores de Superficie Celular/biosíntesis , Receptores de Superficie Celular/genética , Receptores de Superficie Celular/metabolismo , Receptores de Estrógenos/metabolismo , Semaforinas/metabolismo
15.
Gynecol Endocrinol ; 24(8): 442-9, 2008 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-18850381

RESUMEN

Membrane proteins of the claudin superfamily are important components of cellular tight and adherens junctions. Although their exact function remains unclear, these proteins may play a role in tissue remodeling, a process which is associated with several diseases including endometriosis. In the present work we analyzed the expression of 13 members of the claudin family in the endometrium and peritoneum by microarray analysis. Real-time polymerase chain reaction and immunohistochemistry in human endometrium and peritoneal endometriotic lesions were performed for validation of the expression of claudin-1, -3, -4, -5 and -7. Diminished expression of claudin-3, -4 and -7 in ectopic endometrium was frequently observed as indicated by all three methods. In contrast to a higher expression of claudin-5 mRNA detected in bulk biopsies of ectopic endometrium, immunohistochemistry revealed no alteration of claudin-5 protein expression in glandular cells of endometriosis samples. The downregulation of various members of the claudin family may contribute to endometrial cell detachment and increase the number of cells invading pelvic organs.


Asunto(s)
Endometriosis/genética , Endometrio/metabolismo , Perfilación de la Expresión Génica , Proteínas de la Membrana/genética , Adulto , Claudina-1 , Endometriosis/metabolismo , Femenino , Regulación de la Expresión Génica , Humanos , Proteínas de la Membrana/metabolismo , Ciclo Menstrual/genética , Ciclo Menstrual/metabolismo , Persona de Mediana Edad , Familia de Multigenes , Análisis de Secuencia por Matrices de Oligonucleótidos , Enfermedades Peritoneales/genética , Enfermedades Peritoneales/metabolismo , Peritoneo/metabolismo , ARN Mensajero/metabolismo , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Enfermedades Uterinas/genética , Enfermedades Uterinas/metabolismo
16.
Pathol Oncol Res ; 24(2): 277-282, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28470574

RESUMEN

Borderline tumors (BOT) of the ovary account for 10% to 20% of ovarian neoplasms. Like ovarian cancer, BOT encompass several different histological subtypes (serous, mucinous, endometrioid, clear cell, transitional cell and mixed) with serous (SBOT) and mucinous (MBOT) the most common. Current hypotheses suggest low-grade serous carcinoma may develop in a stepwise fashion from SBOT whereas the majority of high grade serous carcinomas develop rapidly presumably from inclusion cysts or ovarian surface epithelium. The pathogenesis of mucinous ovarian tumors is still puzzling. Molecular markers could help to better define relationships between such entities. Trefoil factor-3 (TFF3) is an estrogen-regulated gene associated with prognosis in different types of cancer. It has also been included in a recent marker panel predicting subtypes of ovarian carcinoma. We analyzed the expression of TFF3 by immunohistochemistry in a cohort of 137 BOT and its association with histopathological features. Overall expression rate of TFF3 was 21.9%. None of the BOT with serous and endometrioid histology displayed strong TFF3 expression. On the other hand, TFF3 was highly expressed in 61.4% of MBOT cases and 33.3% of BOT with mixed histology (P < 0.001) suggesting a potential function of the protein in that subtypes. Associations of TFF3 expression with FIGO stage and micropapillary pattern were significant in the overall cohort but confounded by their correlation with histological subtypes. The highly specific expression of TFF3 in MBOT may help to further clarify potential relationships of tumors with mucinous histology and warrants further studies.


Asunto(s)
Cistadenocarcinoma Mucinoso/patología , Cistadenocarcinoma Seroso/patología , Cistoadenofibroma/patología , Neoplasias Ováricas/patología , Factor Trefoil-3/biosíntesis , Adulto , Anciano , Biomarcadores de Tumor/análisis , Cistadenocarcinoma Mucinoso/clasificación , Cistadenocarcinoma Mucinoso/metabolismo , Cistadenocarcinoma Seroso/clasificación , Cistadenocarcinoma Seroso/metabolismo , Cistoadenofibroma/clasificación , Cistoadenofibroma/metabolismo , Femenino , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/clasificación , Neoplasias Ováricas/metabolismo , Estudios Retrospectivos
17.
In Vivo ; 32(5): 1275-1281, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30150457

RESUMEN

BACKGROUND/AIM: Totally implanted venous access devices (TIVAD) are increasingly used in the treatment of cancer patients. The aim of this study was to assess the incidence of early and late complications resulting from subcutaneous TIVADs in patients with breast cancer. MATERIALS AND METHODS: Between 2004 and 2009, we reviewed patients with breast cancer who had a TIVAD placed. Early and late complications, as well as risk factors for TIVAD-associated thrombosis were retrospectively assessed. RESULTS: A total of 281 patients were included. Complications occurred in 26% of patients, the majority of which were late complications (21.4%.) The development of TIVAD associated thrombosis was the most frequent late complication (16.4%). In the univariate analysis followed by a multivariate model, risk factors for TIVAD associated thrombosis were not identified. Only within the subgroup of metastatic breast cancer patients an increased risk of TIVAD-associated thrombosis of left compared to right venous access was detected (p=0.015). CONCLUSION: TIVAD implantation done in a gynecological outpatient setting is feasible and safe.


Asunto(s)
Neoplasias de la Mama/complicaciones , Dispositivos de Acceso Vascular/efectos adversos , Trombosis de la Vena/epidemiología , Trombosis de la Vena/etiología , Adulto , Anciano , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/epidemiología , Femenino , Humanos , Estimación de Kaplan-Meier , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Pronóstico , Modelos de Riesgos Proporcionales , Medición de Riesgo , Factores de Riesgo , Trombosis de la Vena/diagnóstico , Trombosis de la Vena/mortalidad
18.
J Clin Pathol ; 71(12): 1060-1064, 2018 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-30171086

RESUMEN

AIMS: Expression of Claudin-1 has been associated with prognosis in several cancers. Here we investigated the expression pattern of Claudin-1 in borderline tumours of the ovary (BOT). METHODS: We analysed a cohort of 114 cases of borderline tumour (BOT). Claudin-1 expression was studied by immunohistochemistry using a polyclonal antibody and was compared with clinical and histopathological characteristics. RESULTS: Strong Claudin-1 expression was found in 30 cases (26.3%) independent of histological subtype. Expression was significantly less frequent in International Federation of Gynecology and Obstetrics (FIGO) stage I (p= 0.045), while the presence of microinvasion did not correlate with Claudin-1 expression. In contrast, we detected a highly significant association of Claudin-1 expression with the presence of peritoneal implants (p=0.003) and micropapillary pattern (p=0.047), which are features exclusively seen in serous BOT. Moreover, when we restricted our analysis to the subtype of serous BOT, the association of Claudin-1 expression with peritoneal implants (p<0.001) and micropapillary pattern (p =0.003) remained highly significant. CONCLUSIONS: In conclusion, Claudin-1 expression is associated with the presence of peritoneal implants and micropapillary pattern, which have been shown to be associated with poor prognosis. We speculate that overexpression of Claudin-1 might be linked to the mitogen-activated protein kinase pathway activation in BOT and suggest further studies to define its prognostic and potential therapeutic value.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Claudina-1/metabolismo , Neoplasias Ováricas/diagnóstico , Estudios de Cohortes , Femenino , Humanos , Inmunohistoquímica , Persona de Mediana Edad , Proteínas Quinasas Activadas por Mitógenos , Neoplasias Ováricas/genética , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/patología , Ovario/metabolismo , Ovario/patología , Pronóstico , Transducción de Señal
19.
Anticancer Res ; 37(2): 583-588, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-28179304

RESUMEN

BACKGROUND/AIM: Borderline ovarian tumors (BOTs) have a less aggressive behavior than invasive epithelial ovarian tumors. Still some patients relapse or succumb to disease. Molecular markers that reliably predict prognosis are lacking. Insulin-like growth factor II mRNA-binding protein (IMP3) has been suggested as a prognostic marker in colorectal, hepatocellular, and ovarian clear-cell carcinomas. MATERIALS AND METHODS: We analyzed the expression of IMP3 by immunohistochemistry in a cohort of 140 BOT and its association with histopathological features. RESULTS: We found no association of IMP3 expression with patients' age, FIGO stage, microinvasion, and presence of implants. In contrast, IMP3 expression correlated to mucinous subtype of BOTs (42.2% vs. 9.5% among other subtypes) (p<0.001). IMP3 expression was found to be associated with the presence of in situ carcinoma in MBOT, but not in other subtypes (p=0.021). CONCLUSION: Expression of IMP3 in BOT is associated with the mucinous subtype and may serve as an early indicator for the development of malignant features.


Asunto(s)
Biomarcadores de Tumor/biosíntesis , Neoplasias Glandulares y Epiteliales/metabolismo , Neoplasias Ováricas/metabolismo , Proteínas de Unión al ARN/biosíntesis , Adenocarcinoma Mucinoso/metabolismo , Adenocarcinoma Mucinoso/patología , Adulto , Carcinoma in Situ/metabolismo , Carcinoma in Situ/patología , Femenino , Humanos , Inmunohistoquímica , Persona de Mediana Edad , Invasividad Neoplásica , Estadificación de Neoplasias , Neoplasias Glandulares y Epiteliales/patología , Neoplasias Ováricas/patología , Pronóstico , Estudios Retrospectivos
20.
JAMA Oncol ; 3(12): 1707-1711, 2017 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-28750120

RESUMEN

Importance: Why some triple-negative breast cancers (TNBCs) have high and others have low immune cell infiltration is unknown. Understanding how immune surveillance shapes the cancer genome could help in the selection of patients and the development of more effective immunotherapy strategies. Objective: To examine the association between genomic metrics and the extent of immune infiltration in TNBCs. Design, Setting, and Participants: This study, performed from June 1, 2015, through January 31, 2017, used DNA and RNA sequencing data and messenger RNA expression results from The Cancer Genome Atlas (TCGA) breast cancer data set (n = 1215) to calculate previously described immune metagene expression values and histologic lymphocyte counts to quantify immune infiltration and assign prognostic categories to TNBCs. It used the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) data set as an independent validation cohort. The study compared clonal heterogeneity, somatic total mutational load, neoantigen load, and somatic copy number alteration levels between immune-rich TNBC cohorts with good prognosis and immune-poor TNBC cohorts with poor prognosis. The study also compared the distribution of mutations in 119 canonical cancer genes. Main Outcomes and Measures: Correlation between immune prognostic category and genomic metrics of the cancer. Results: This study of 193 TNBC samples with patient survival information found an inverse association between clonal heterogeneity and immune metagene expression (ρ = −0.395, P = 2 × 10−8). The study also found an inverse association between immune metagene expression and somatic copy number alteration levels (ρ = −0.484, P = 2 × 10−10). Lymphocyte-rich TNBCs with good prognosis had significantly lower mutation and neoantigen counts than did lymphocyte-poor TNBCs with poor prognosis. The robustness of the study results was confirmed by using various immune metagenes in the same TCGA data set and in the independent METABRIC data set. Conclusions and Relevance: This study suggests that immune-rich TNBCs may be under an immune surveillance that continuously eliminates many immunogenic clones, resulting in lower clonal heterogeneity. These cancers may also represent the subset of TNBCs that could derive benefit from immune checkpoint inhibitor therapy to tilt the balance in favor of the immune system.


Asunto(s)
Biomarcadores de Tumor/genética , Dosificación de Gen , Perfilación de la Expresión Génica/métodos , Linfocitos Infiltrantes de Tumor/metabolismo , Análisis de Secuencia de ADN/métodos , Neoplasias de la Mama Triple Negativas/inmunología , Estudios de Cohortes , Regulación Neoplásica de la Expresión Génica , Heterogeneidad Genética , Humanos , Vigilancia Inmunológica , Recuento de Linfocitos , Pronóstico , Análisis de Secuencia de ARN/métodos , Análisis de Supervivencia , Neoplasias de la Mama Triple Negativas/genética
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