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1.
Ann Surg Oncol ; 20(1): 133-8, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23064777

ABSTRACT

PURPOSE: to determine the frequency of malignancy in subsequent breast excisions following core-needle biopsy (CNB) diagnosis of pure flat epithelial atypia (pFEA) and to evaluate the imaging features of the associated tumors. MATERIALS AND METHODS: Retrospective review of 8,996 image-guided CNB (2002-2010) identified 115 cases of FEA not associated with other atypia. Patients with history of breast cancer or radiation therapy were excluded. One hundred four cases (women) with pFEA (mean age 51 years, range 29-77 years) were reviewed. Stereotactic CNB was performed in 79 (76%) cases and ultrasound (US)-guided CNB in 25 (24%) cases. In 99 cases 14G needles were used, and 10G vacuum-assisted devices were used in 5 cases. Ninety-four patients had subsequent excision. Ten patients declined excision, and imaging follow-up (mean of 36 months) is available. The upgrade rate of pFEA was defined as the number of patients diagnosed with invasive carcinoma (IC) or carcinoma in situ (CIS) divided by the total number of patients. RESULTS: 10 of 104 (9.6%) patients were diagnosed with cancer: 9 presented as calcifications (89% fine pleomorphic and amorphous) and 1 case as a mammographically occult mass. The size of calcifications was not statistically significant (P=0.358). Five cases had ductal carcinoma in situ (DCIS) and five cases had IC (ductal and lobular) presenting as amorphous and pleomorphic calcifications. CONCLUSIONS: The upgrade rate of pFEA in our series was 9.6%. The presence of 4.8% of invasive cancers is substantial and warrants continuing management with surgical excision in all cases.


Subject(s)
Breast Neoplasms/pathology , Breast/pathology , Carcinoma in Situ/pathology , Carcinoma, Ductal, Breast/pathology , Carcinoma, Lobular/pathology , Adult , Aged , Biopsy, Needle , Breast Neoplasms/diagnostic imaging , Calcinosis/diagnostic imaging , Carcinoma in Situ/diagnostic imaging , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Lobular/diagnostic imaging , Epithelium/pathology , Female , Humans , Mammography , Middle Aged , Neoplasm Grading , Retrospective Studies
2.
BMC Cancer ; 11: 253:1-13, 2011 Jun 16.
Article in English | MEDLINE | ID: mdl-21679412

ABSTRACT

BACKGROUND: The ability of gene profiling to predict treatment response and prognosis in breast cancers has been demonstrated in many studies using DNA microarray analyses on RNA from fresh frozen tumor specimens. In certain clinical and research situations, performing such analyses on archival formalin fixed paraffin-embedded (FFPE) surgical specimens would be advantageous as large libraries of such specimens with long-term follow-up data are widely available. However, FFPE tissue processing can cause fragmentation and chemical modifications of the RNA. A number of recent technical advances have been reported to overcome these issues. Our current study evaluates whether or not the technology is ready for clinical applications. METHODS: A modified RNA extraction method and a recent DNA microarray technique, cDNA-mediated annealing, selection, extension and ligation (DASL, Illumina Inc) were evaluated. The gene profiles generated from FFPE specimens were compared to those obtained from paired fresh fine needle aspiration biopsies (FNAB) of 25 breast cancers of different clinical subtypes (based on ER and Her2/neu status). Selected RNA levels were validated using RT-qPCR, and two public databases were used to demonstrate the prognostic significance of the gene profiles generated from FFPE specimens. RESULTS: Compared to FNAB, RNA isolated from FFPE samples was relatively more degraded, nonetheless, over 80% of the RNA samples were deemed suitable for subsequent DASL assay. Despite a higher noise level, a set of genes from FFPE specimens correlated very well with the gene profiles obtained from FNAB, and could differentiate breast cancer subtypes. Expression levels of these genes were validated using RT-qPCR. Finally, for the first time we correlated gene expression profiles from FFPE samples to survival using two independent microarray databases. Specifically, over-expression of ANLN and KIF2C, and under-expression of MAPT strongly correlated with poor outcomes in breast cancer patients. CONCLUSION: We demonstrated that FFPE specimens retained important prognostic information that could be identified using a recent gene profiling technology. Our study supports the use of FFPE specimens for the development and refinement of prognostic gene signatures for breast cancer. Clinical applications of such prognostic gene profiles await future large-scale validation studies.


Subject(s)
Breast Neoplasms/pathology , Formaldehyde , Oligonucleotide Array Sequence Analysis , Paraffin Embedding , Tissue Fixation , Adult , Aged , Biomarkers, Tumor/metabolism , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Humans , Middle Aged , Prognosis , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Reproducibility of Results , Sensitivity and Specificity , Survival Analysis
3.
Ann Surg Oncol ; 15(6): 1710-6, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18324442

ABSTRACT

BACKGROUND: In some patients, the radiocolloid used to perform sentinel lymph node biopsy (SLNB) for breast cancer appears in a number of lymph nodes and in different levels of the axilla. Most positive sentinel lymph node specimens (SLNSs) removed during SLNB are identified in level I of the axilla and within the first 4 SLNSs. Our objective was to verify the staging accuracy of harvesting only the first 4 SLNSs and to determine the relevance of SLNSs that reside in level II of the axilla. METHODS: A prospective database documenting the method of identification, radioisotope count, order of retrieval, and axillary level of SLNSs from 893 SLNBs was analyzed. RESULTS: A median of 2 SLNSs (range 1-9) were removed per patient. More than 4 SLNSs were found in 8.0%. All SLNSs harboring the largest nodal metastases were identified within the first 4 harvested. Twenty-one percent (184 of 870) of patients had level II SLNSs; 4.9% (9 of 184) were positive. When SLNSs were positive in both levels I and II, the nodal metastases were always of greater or equal size in the level I nodes. Only one patient (0.5%) had a positive level II SLNS macrometastasis (> 2 mm, pN1), with a negative level I SLNS, but it was the hottest node and was removed first. CONCLUSIONS: Removal of more than the first 4 hottest SLNSs does not improve staging accuracy. Level II nodes can be ignored if a hotter level I SLNS is first identified.


Subject(s)
Breast Neoplasms/pathology , Lymph Nodes/pathology , Sentinel Lymph Node Biopsy , Adult , Aged , Axilla , Female , Humans , Lymph Node Excision/methods , Lymph Nodes/surgery , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging
4.
Nat Commun ; 8(1): 1245, 2017 11 01.
Article in English | MEDLINE | ID: mdl-29093438

ABSTRACT

Almost all genomic studies of breast cancer have focused on well-established tumours because it is technically challenging to study the earliest mutational events occurring in human breast epithelial cells. To address this we created a unique dataset of epithelial samples ductoscopically obtained from ducts leading to breast carcinomas and matched samples from ducts on the opposite side of the nipple. Here, we demonstrate that perturbations in mRNA abundance, with increasing proximity to tumour, cannot be explained by copy number aberrations. Rather, we find a possibility of field cancerization surrounding the primary tumour by constructing a classifier that evaluates where epithelial samples were obtained relative to a tumour (cross-validated micro-averaged AUC = 0.74). We implement a spectral co-clustering algorithm to define biclusters. Relating to over-represented bicluster pathways, we further validate two genes with tissue microarrays and in vitro experiments. We highlight evidence suggesting that bicluster perturbation occurs early in tumour development.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/genetics , Epithelial Cells/metabolism , Genome, Human/genetics , RNA, Messenger/metabolism , Transcriptome/genetics , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/pathology , Cell Cycle Proteins/genetics , Comparative Genomic Hybridization , Epithelial Cells/pathology , Female , Gene Expression Profiling , Genomics , Humans , MCF-7 Cells , Mutation , Neoplasm Grading , Oligonucleotide Array Sequence Analysis , RNA-Binding Proteins/genetics
5.
PLoS One ; 7(2): e30992, 2012.
Article in English | MEDLINE | ID: mdl-22363530

ABSTRACT

BACKGROUND: Breast cancer is the most common malignancy among women worldwide in terms of incidence and mortality. About 10% of North American women will be diagnosed with breast cancer during their lifetime and 20% of those will die of the disease. Breast cancer is a heterogeneous disease and biomarkers able to correctly classify patients into prognostic groups are needed to better tailor treatment options and improve outcomes. One powerful method used for biomarker discovery is sample screening with mass spectrometry, as it allows direct comparison of protein expression between normal and pathological states. The purpose of this study was to use a systematic and objective method to identify biomarkers with possible prognostic value in breast cancer patients, particularly in identifying cases most likely to have lymph node metastasis and to validate their prognostic ability using breast cancer tissue microarrays. METHODS AND FINDINGS: Differential proteomic analyses were employed to identify candidate biomarkers in primary breast cancer patients. These analyses identified decorin (DCN) and endoplasmin (HSP90B1) which play important roles regulating the tumour microenvironment and in pathways related to tumorigenesis. This study indicates that high expression of Decorin is associated with lymph node metastasis (p<0.001), higher number of positive lymph nodes (p<0.0001) and worse overall survival (p = 0.01). High expression of HSP90B1 is associated with distant metastasis (p<0.0001) and decreased overall survival (p<0.0001) these patients also appear to benefit significantly from hormonal treatment. CONCLUSIONS: Using quantitative proteomic profiling of primary breast cancers, two new promising prognostic and predictive markers were found to identify patients with worse survival. In addition HSP90B1 appears to identify a group of patients with distant metastasis with otherwise good prognostic features.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Decorin/metabolism , Membrane Glycoproteins/metabolism , Proteomics/methods , Amino Acid Sequence , Antibodies, Neoplasm/immunology , Biomarkers, Tumor/metabolism , Breast Neoplasms/immunology , Disease-Free Survival , Female , Humans , Immunohistochemistry , Lymphatic Metastasis/pathology , Mass Spectrometry , Molecular Sequence Data , Multivariate Analysis , Neoplasm Proteins/chemistry , Neoplasm Proteins/metabolism , Peptides/chemistry , Peptides/metabolism , Reproducibility of Results
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