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1.
J Mol Diagn ; 24(7): 775-783, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35526835

RESUMEN

Novel human epidermal growth factor receptor 2 (HER2)-directed antibody-drug conjugates have demonstrated efficacy in HER2-low expressing breast cancers, which are currently defined as those with immunohistochemistry (IHC) scores of 1+ or 2+ with a negative in situ hybridization assay. However, current HER2 testing methods are designed to identify HER2-amplified tumors with high expression levels. The true definition of HER2-low expressing breast cancers remains controversial. Using quantitative molecular analysis of breast cancers based on RNA expression, the dynamic range of HER2 expression exceeds that detected by in situ IHC approaches. Erb-B2 receptor tyrosine kinase 2 (ERBB2) mRNA expression levels across IHC groups using patient samples derived from the Tamoxifen Exemestane Adjuvant Multicenter Trial were investigated. The standardized mean differences in ERBB2 mRNA scores in log base 2 are 0.47 (95% CI, 0.36-0.57), 0.58 (95% CI, 0.26-0.70), and 0.32 (95% CI, -0.12 to 0.75) when comparing IHC 0+ without staining versus IHC 0+ with some staining, IHC 0+ with some staining versus IHC 1+, and IHC 1+ versus IHC 2+/fluorescence in situ hybridization-negative, respectively. The results showed immunohistochemical methods have a comparatively limited dynamic range for measuring HER2 protein expression. The range of expression based on RNA abundance suggests a molecular method defining HER2-low cancers may better serve the treatment decision needs of this group. Indeed, the validity of RNA abundance to identify HER2-low cancers and predict treatment response needs to be further evaluated by prospective clinical trials.


Asunto(s)
Neoplasias de la Mama , Receptor ErbB-2 , Biomarcadores de Tumor/metabolismo , Neoplasias de la Mama/patología , Femenino , Humanos , Inmunohistoquímica , Hibridación Fluorescente in Situ/métodos , Estudios Prospectivos , ARN Mensajero/genética , ARN Mensajero/metabolismo , Receptor ErbB-2/genética , Receptor ErbB-2/metabolismo
2.
J Clin Oncol ; 38(28): 3273-3281, 2020 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-32706636

RESUMEN

PURPOSE: Most distant recurrences (DRs) in women with hormone receptor-positive breast cancer occur after 5 years from diagnosis. The Clinical Treatment Score post-5 years (CTS5) estimates DRs after 5 years of adjuvant endocrine therapy (AET). The aim of this study was to externally validate the CTS5 as a prognostic/predictive tool. METHODS: The CTS5 categorizes patients who have been disease free for 5 years into low, intermediate, and high risk and calculates an absolute risk for developing DRs between 5 and 10 years. Discrimination and calibration were assessed using data from the TEAM and IDEAL trials. The predictive value of the CTS5 was tested with data from the IDEAL trial. RESULTS: A total of 5,895 patients from the TEAM trial and 1,591 patients from the IDEAL trial were included. When assessing the CTS5 discrimination, significantly more DRs were found at 10 years after diagnosis in the CTS5 high- and intermediate-risk groups than in the low-risk group (hazard ratio, 5.7 [95% CI, 3.6 to 8.8] and 2.8 [95% CI, 1.7 to 4.4], respectively). In low- and intermediate-risk patients, the CTS5-predicted DR rates were higher, although not statistically significantly so, than observed rates. However, in high-risk patients, the CTS5-predicted DR rates were significantly higher than observed rates (29% v 19%, respectively; P < .001). The CTS5 was not predictive for extended AET duration. CONCLUSION: The CTS5 score as applied to patients treated in the TEAM and IDEAL cohorts discriminates between risk categories but overestimates the risk of late DRs in high-risk patients. Therefore, the numerical risk assessment from the CTS5 calculator in its current form should be interpreted with caution when used in daily clinical practice, particularly in high-risk patients.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/epidemiología , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/epidemiología , Receptores de Estrógenos/metabolismo , Anciano , Androstadienos/administración & dosificación , Antineoplásicos Hormonales/administración & dosificación , Inhibidores de la Aromatasa/administración & dosificación , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Ensayos Clínicos Fase III como Asunto , Estudios de Cohortes , Femenino , Humanos , Letrozol/administración & dosificación , Persona de Mediana Edad , Recurrencia Local de Neoplasia/metabolismo , Pronóstico , Modelos de Riesgos Proporcionales , Ensayos Clínicos Controlados Aleatorios como Asunto , Reproducibilidad de los Resultados , Medición de Riesgo/métodos , Tamoxifeno/administración & dosificación
3.
Nat Commun ; 9(1): 4746, 2018 11 12.
Artículo en Inglés | MEDLINE | ID: mdl-30420699

RESUMEN

Biomarkers lie at the heart of precision medicine. Surprisingly, while rapid genomic profiling is becoming ubiquitous, the development of biomarkers usually involves the application of bespoke techniques that cannot be directly applied to other datasets. There is an urgent need for a systematic methodology to create biologically-interpretable molecular models that robustly predict key phenotypes. Here we present SIMMS (Subnetwork Integration for Multi-Modal Signatures): an algorithm that fragments pathways into functional modules and uses these to predict phenotypes. We apply SIMMS to multiple data types across five diseases, and in each it reproducibly identifies known and novel subtypes, and makes superior predictions to the best bespoke approaches. To demonstrate its ability on a new dataset, we profile 33 genes/nodes of the PI3K pathway in 1734 FFPE breast tumors and create a four-subnetwork prediction model. This model out-performs a clinically-validated molecular test in an independent cohort of 1742 patients. SIMMS is generic and enables systematic data integration for robust biomarker discovery.


Asunto(s)
Algoritmos , Biomarcadores de Tumor/análisis , Redes y Vías Metabólicas , Neoplasias/metabolismo , Benchmarking , Proliferación Celular , Humanos , Transducción de Señal , Resultado del Tratamiento
4.
Breast Cancer Res Treat ; 157(2): 281-294, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-27117158

RESUMEN

The aim of the study is to compare the efficacy of SPIO as a tracer in sentinel node biopsy (SNB) in breast cancer with Tc and patent blue in a multicentre prospective study and perform a meta-analysis of all published studies. It also aims to follow skin discoloration after SPIO injection and describe when and how it resolves. Totally 206 patients with early breast cancer were recruited. Tc and patent blue were administered in standard fashion. Patients were injected with SPIO (Sienna+) preoperatively. SNB was performed and detection rates were recorded for both methods. Skin discoloration was followed and documented postoperatively. Data extraction and subsequent meta-analysis of all previous studies were also performed. SN detection rates were similar between standard technique succeeded and SPIO both per patient (97.1 vs. 97.6 %, p = 0.76) as well as per node (91.3 vs. 93.3 %, p = 0.34), something which was not affected by the presence of malignancy. Concordance rates were also consistently high (98.0 % per patient and 95.9 % per node). Discoloring was present in 35.5 % of patients postoperatively, almost exclusively in breast conservation. It fades slowly and is still detectable in 8.6 % of patients after 15 months. Meta-analysis depicted similar detection rates (p = 0.71) and concordance rates (p = 0.82) per patient. However, it seems that SPIO is characterized by higher nodal retrieval (p < 0.001). SPIO is an effective method for the detection of SN in patients with breast cancer. It is comparable to the standard technique and seems to simplify logistics. Potential skin discoloration is something of consideration in patients planned for breast conservation.


Asunto(s)
Neoplasias de la Mama/patología , Colorantes/administración & dosificación , Compuestos Férricos/administración & dosificación , Radiofármacos/administración & dosificación , Colorantes de Rosanilina/administración & dosificación , Ganglio Linfático Centinela/diagnóstico por imagen , Agregado de Albúmina Marcado con Tecnecio Tc 99m/administración & dosificación , Neoplasias de la Mama/metabolismo , Dinamarca , Femenino , Humanos , Nanopartículas de Magnetita , Persona de Mediana Edad , Estudios Prospectivos , Biopsia del Ganglio Linfático Centinela/métodos , Suecia
5.
Arch Pathol Lab Med ; 140(1): 66-74, 2016 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-26717057

RESUMEN

CONTEXT: Hormone receptors HER2/neu and Ki-67 are markers of residual risk in early breast cancer. An algorithm (IHC4) combining these markers may provide additional information on residual risk of recurrence in patients treated with hormone therapy. OBJECTIVE: To independently validate the IHC4 algorithm in the multinational Tamoxifen Versus Exemestane Adjuvant Multicenter Trial (TEAM) cohort, originally developed on the trans-ATAC (Arimidex, Tamoxifen, Alone or in Combination Trial) cohort, by comparing 2 methodologies. DESIGN: The IHC4 biomarker expression was quantified on TEAM cohort samples (n = 2919) by using 2 independent methodologies (conventional 3,3'-diaminobezidine [DAB] immunohistochemistry with image analysis and standardized quantitative immunofluorescence [QIF] by AQUA technology). The IHC4 scores were calculated by using the same previously established coefficients and then compared with recurrence-free and distant recurrence-free survival, using multivariate Cox proportional hazards modeling. RESULTS: The QIF model was highly significant for prediction of residual risk (P < .001), with continuous model scores showing a hazard ratio (HR) of 1.012 (95% confidence interval [95% CI]: 1.010-1.014), which was significantly higher than that for the DAB model (HR: 1.008, 95% CI: 1.006-1.009); P < .001). Each model added significant prognostic value in addition to recognized clinical prognostic factors, including nodal status, in multivariate analyses. Quantitative immunofluorescence, however, showed more accuracy with respect to overall residual risk assessment than the DAB model. CONCLUSIONS: The use of the IHC4 algorithm was validated on the TEAM trial for predicting residual risk in patients with breast cancer. These data support the use of the IHC4 algorithm clinically, but quantitative and standardized approaches need to be used.


Asunto(s)
Algoritmos , Biomarcadores de Tumor/análisis , Neoplasias de la Mama/tratamiento farmacológico , Androstadienos/uso terapéutico , Antineoplásicos/uso terapéutico , Neoplasias de la Mama/mortalidad , Quimioterapia Adyuvante , Supervivencia sin Enfermedad , Femenino , Técnica del Anticuerpo Fluorescente , Humanos , Interpretación de Imagen Asistida por Computador , Inmunohistoquímica , Estimación de Kaplan-Meier , Pronóstico , Tamoxifeno/uso terapéutico , Resultado del Tratamiento
6.
Adv Ther ; 32(12): 1237-47, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26610383

RESUMEN

INTRODUCTION: The 21-gene Recurrence Score(®) assay (Oncotype DX(®), Genomic Health, Inc.) is a validated predictor of recurrence risk/chemotherapy benefit in patients with estrogen receptor-positive (ER+) early-stage breast cancer treated with endocrine therapy. The Prosigna(®) assay (NanoString Technologies Inc.) is a validated prognosticator in postmenopausal patients with low-risk ER+ early-stage breast cancer treated with endocrine therapy. The assays were analytically/clinically developed and validated differently. This study focused on comparing recurrence risk estimates as determined by these assays and is the first blinded comparison of these assays on matched patient samples. METHODS: Sequential breast cancer specimens from postmenopausal, node-negative, ER+ patients treated at the Marin General Hospital were analyzed: first by the 21-gene assay then by the Prosigna assay in an independent lab blinded to the Recurrence Score results. RESULTS: The final analysis included 52 patients. Correlation between the Recurrence Score and the Prosigna assay results was poor (r = 0.08). Agreement between risk classifications based on these assays was 54%; 4/7 of patients classified as high risk by the Prosigna assay had low Recurrence Score results. Two tumors with high Recurrence Score results had low ER expression (close to positivity threshold); both of which had a low/intermediate Prosigna assay result. The Prosigna assay classified 73.1% and 23.1% of samples as luminal A and luminal B, respectively. A range of Recurrence Score results was observed within the subtypes; 83% of luminal B samples had a low Recurrence Score result. CONCLUSION: Consistent with prior comparisons between the 21-gene and other genomic assays, our study demonstrated substantial differences in the way patients are risk stratified, suggesting that the different assays are not interchangeable. FUNDING: Genomic Health, Inc.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/patología , Receptores de Estrógenos/metabolismo , Anciano , Femenino , Perfilación de la Expresión Génica , Humanos , Persona de Mediana Edad , Estudios Prospectivos , Medición de Riesgo
7.
Cancer Metastasis Rev ; 29(4): 581-94, 2010 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-20830503

RESUMEN

Breast cancer is one of the leading causes of cancer-related deaths in women. Regardless of prognosis, all women with breast cancer are at risk for early recurrence. Nearly 50% of early recurrences occur within 5 years of surgery, and they peak at 2 years after surgery in women treated with adjuvant tamoxifen. Most early recurrences are distant metastases, which strongly correlate with increased mortality. Treatments that mitigate the risk of early distant metastases (DM) are, therefore, likely to improve overall survival in women with early breast cancer (EBC). Aromatase inhibitors (AIs)--anastrozole, letrozole, and exemestane-have been investigated as alternatives to tamoxifen for adjuvant treatment of hormone receptor-positive (HR+) EBC in postmenopausal women (PMW). AIs are better at minimizing risk of early relapse compared with tamoxifen. However, it is not clear if preferential use of AIs over tamoxifen will benefit all PMW with HR+ EBC. The ability to subtype HR+ breast cancer on the basis of biomarkers predictive of response to AIs and tamoxifen would likely be key to determining the most beneficial hormonal treatment within patient subpopulations, but this process requires thorough investigation. Until then, adjuvant therapies that provide the greatest reduction in risk of DM should be considered for all PMW with HR+ EBC. This article reviews the clinical trials of AI adjuvant therapies for hormone-sensitive breast cancer, particularly in the context of how they compare with tamoxifen in minimizing the risk of relapse, occurrence of DM, and breast cancer-related deaths.


Asunto(s)
Antineoplásicos Hormonales/uso terapéutico , Inhibidores de la Aromatasa/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias Hormono-Dependientes/tratamiento farmacológico , Neoplasias de la Mama/patología , Femenino , Humanos , Metástasis de la Neoplasia , Recurrencia Local de Neoplasia/patología , Neoplasias Hormono-Dependientes/patología , Posmenopausia , Resultado del Tratamiento
8.
Psychiatry Res ; 179(3): 333-7, 2010 Oct 30.
Artículo en Inglés | MEDLINE | ID: mdl-20493554

RESUMEN

Phantom breast syndrome (PBS) represents the experience of the continued presence of the breast, after mastectomy. Our aim was to assess PBS appearance by means of a structured questionnaire and to look into possible associations to disease and treatment parameters, in 105 women with breast cancer treated by mastectomy. PBS was recorded in 22.9% of the patients. In the majority of cases phantom experience had the size (88.9%), shape (76.5%) and weight (64.7%) of the normal breast and was localised in the entire breast (50%). Concerning disease parameters, no association with primary tumour size (T) or lymph node status was detected, but interestingly, in situ breast cancer (DCIS) was found to be more frequently associated with PBS, compared with invasive tumours. No significant associations of PBS with previous sensory experiences of the breast, radiotherapy or systemic treatment were assessed. The results are interpreted within the frame of Melzack's theory of a neuromatrix, assuming that PBS represents the continued existence, even after amputation, of a sensory engram of the breast. The absence of infiltration in primary tumour histology, probably through an unknown pathophysiological mechanism, might play a role for the significantly higher incidence of PBS in women undergoing mastectomy for DCIS.


Asunto(s)
Neoplasias de la Mama/cirugía , Carcinoma Intraductal no Infiltrante/cirugía , Mastectomía/psicología , Dolor Postoperatorio/psicología , Trastornos de la Percepción/psicología , Adulto , Anciano , Neoplasias de la Mama/psicología , Carcinoma Intraductal no Infiltrante/psicología , Femenino , Humanos , Modelos Logísticos , Persona de Mediana Edad , Estadísticas no Paramétricas , Encuestas y Cuestionarios
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