Peritumoral vascular invasion and NHERF1 expression define an immunophenotype of grade 2 invasive breast cancer associated with poor prognosis
- Andrea Malfettone1,
- Concetta Saponaro1,
- Angelo Paradiso2,
- Giovanni Simone†3 and
- Annita Mangia†1Email author
© Malfettone et al; licensee BioMed Central Ltd. 2012
Received: 30 August 2011
Accepted: 22 March 2012
Published: 22 March 2012
Traditional determinants proven to be of prognostic importance in breast cancer include the TNM staging, histological grade, proliferative activity, hormone receptor status and HER2 overexpression. One of the limitations of the histological grading scheme is that a high percentage of breast cancers are still classified as grade 2, a category with ambiguous clinical significance. The aim of this study was to best characterize tumors scored as grade 2.
We investigated traditional prognostic factors and a panel of tumor markers not used in routine diagnosis, such as NHERF1, VEGFR1, HIF-1α and TWIST1, in 187 primary invasive breast cancers by immunohistochemistry, stratifying patients into good and poor prognostic groups by the Nottingham Prognostic Index.
Grade 2 subgroup analysis showed that the PVI (p = 0.023) and the loss of membranous NHERF1 (p = 0.028) were adverse prognostic factors. Relevantly, 72% of grade 2 tumors were associated to PVI+/membranous NHERF1- expression phenotype, characterizing an adverse prognosis (p = 0.000). Multivariate logistic regression analysis in the whole series revealed poor prognosis correlated with PVI and MIB1 (p = 0.000 and p = 0.001, respectively). Furthermore, in the whole series of breast cancers we found cytoplasmic NHERF1 expression positively correlated to VEGFR1 (r = 0.382, p = 0.000), and in VEGFR1-overexpressing tumors the oncogenic receptor co-localized with NHERF1 at cytoplasmic level.
The PVI+/membranous NHERF1- expression phenotype identifies a category of grade 2 tumors with the worst prognosis, including patient subgroup with a family history of breast cancer. These observations support the idea of the PVI+/membranous NHERF1- expression immunophenotype as a useful marker, which could improve the accuracy of predicting clinical outcome in grade 2 tumors.
KeywordsNHERF1 Peritumoral Vascular Invasion Histological grade Breast cancer VEGFR1 Nottingham Prognostic Index
Breast cancer represents a heterogeneous disease with an intrinsic complexity in cellular-biomolecular profile and in its responsiveness to treatment . The management of early-stage breast cancer is based on clinical and pathological parameters which are able to predict distinct patient outcomes. Traditional determinants proven to be of prognostic importance and used in routine practice include the pathological subtype, TNM staging information, histological grade, proliferative activity, receptor status and human epidermal growth factor receptor 2 (HER2) overexpression.
The degree of histological differentiation in operable breast carcinomas has long represented one of the best established prognostic factors which have been validated in multiple independent studies [2–4]. The Elston and Ellis modification of the Scarff-Bloom-Richardson grading system separates breast cancer patients into distinct prognosis groups: grade 1, 2 or 3, with a low, intermediate or high risk of recurrence, respectively . Although internationally accepted among pathologists, one of the limitations of the histological grading scheme is that a high percentage (30% to 60%) of breast cancer is still classified as grade 2, a category with ambiguous clinical significance .
To be of clinical use, a prognostic factor must show a wide separation in the outcome of the groups identified and select adequate numbers in each group . Notwithstanding many efforts, no single prognostic factor in breast cancer meets these criteria. Histological grading has been combined with tumor size and lymph node stage to form the Nottingham Prognostic Index (NPI), which allows stratification of patients into three different prognostic groups  and satisfying these criteria.
Within the last decade, several attempts have been performed to classify grade 2 tumors into two distinct molecular subclasses, improving biological and clinical usefulness of histological grading [8–15]. A multitude of factors, such as HER2, p53, proliferation markers and vascular channel invasion, has been extensively studied and tested in clinical settings, but their importance needs to be validated in statistically robust studies.
Over the last years, laboratory research has proposed novel prognostic markers but not sufficiently investigated to demonstrate their prognostic value. Most of these markers are involved in breast cancer biology and related to essential aspects of cell life, proliferation, transformation and apoptosis . Recently, we have demonstrated that the Na+⁄H+ exchanger regulatory factor 1 (NHERF1), an adaptor protein for membrane macromolecular complexes, is a potential candidate of clinical relevance for human breast cancer [17–19]. The strong correlation with poor vascularization and the hypoxia-inducible factor-1α (HIF-1α), a marker of hypoxic tumors, indicates that NHERF1 expression might play an important role in driving metastatic progression by modifying the tumor microenvironment . Among several hypoxia related genes, the vascular endothelial growth factor (VEGF) mediates its effects on proliferation and survival mostly through the VEGF receptor 1 (VEGFR1) and 2 (VEGFR2) within endothelial cells. Nevertheless, it has been demonstrated that VEGFR1 expression in breast cancer cells correlated significantly with high metastasis risk and relapse [21, 22]. During malignant cancer progression, TWIST1 plays a role in the development of distant metastasis by inducing an epithelial-to-mesenchymal transition of epithelial breast cancer cells and by prompting them to enter the bloodstream [23, 24].
In this study we examined traditional prognostic factors and a panel of protein markers associated with breast cancer progression, aggressiveness, hypoxic response and cell invasion/metastasis, respectively NHERF1, VEGFR1, HIF-1α and TWIST1, to determine whether they are differentially expressed in tumors scored as grade 2, trying to improve their prognosis definition.
Patients and tumor specimens
Clinicopathological features and tumor marker expressions in a cohort of 187 invasive breast cancer patients
Age at diagnosis
≤ 2 cm
> 2 cm
Histologic tumor type
Other histologic type
Good (≤ 3.4)
Poor (> 5.4)
Negative (≤ 10%)
Positive (> 10%)
Negative (≤ 10%)
Positive (> 10%)
Negative (≤ 20%)
Positive (> 20%)
Negative (≤ 40%)
Positive (> 40%)
Positive (> 0%)
Negative (≤ 2%)
Positive (> 2%)
Positive (> 0%)
Negative (≤ 3%)
Positive (> 3%)
The NPI was calculated according to the following equation: NPI = tumor size (cm) × 0.2 + tumor grade (1-3) + lymph node stage (A-C). Stage A, stage B and stage C denoted lesions with 0, with ≤ 3 and with > 3 involved lymph nodes, respectively . Thus, on the basis of obtained NPI, each patient was assigned to one of three prognostic groups: Good (NPI ≤ 3.4), Moderate (3.4 < NPI ≤ 5.4) and Poor (NPI > 5.4). Then, we verified whether breast cancers with Good, Moderate or Poor prognosis were associated with a series of well-defined biological factors and with tumor markers not currently used in routine diagnosis.
Variables evaluated for the expression analysis were: estrogen receptor (ER) and progesterone receptor (PR) status, tumor proliferative activity (MIB1), HER2 status, NHERF1, VEGFR1, HIF-1α and TWIST1.
Information regarding patient characteristics, including age, tumor size, nodal status, tumor grade, histologic tumor type, PVI, MIB1, ER, PR and HER2 status, was collected from the Pathology Department of our Institute. ER, PR and MIB1 immunostainings were confined to the nucleus and were performed according to method previously explained . ER and PR were regarded overexpressed when > 10% of nuclei were positive. Cases with a MIB1 index > 20% were considered high proliferating tumors. The MIB1 cut-off represents the median value of the scores relative to all breast tumor samples analyzed during the last five years within our Institute. The HER2 status was scored as 0, 1+, 2+ or 3+, using a monoclonal antibody (MoAb clone CB11, Novocastra Laboratories Ltd, Newcastle, UK), in accordance with the Herceptest scoring system (Food and Drug Administration accepted): 0, no membranous immunoreactivity or < 10% of cells reactive; 1+, incomplete membranous reactivity in > 10% of cells; 2+, > 10% of cells with weak to moderate complete membranous reactivity; and 3+, strong and complete membranous reactivity in > 10% of cells. Cytoplasmic immunoreactivity was ignored. Cases scored 0 and 1+ were classified as negative, and cases scored 3+ were classified as positive. Cases regarded as indeterminate (2+) were tested for HER2 gene amplification by fluorescence in situ hybridization (FISH), as previously reported . Briefly, using a dual probe system of different colors (PathVysion HER-2 DNA probe kit, Vysis-Olympus, Milan, Italy), the gene copy numbers of HER2 and centromeres of the corresponding chromosome 17 were retrieved. The FISH results were regarded as positive when the HER2/CEP17 ratio was ≥ 2.2. Cases with ratio 1.8 and 2.1 were defined as borderline. A signal was defined as significantly amplified if it was overrepresented in approximately 20% of nuclei. The study was performed with the approval of the Ethics Committee of our Institute. Each individual involved in the study signed an informed consent form authorizing the Institute to utilize their biological tissues for research purpose. All the analyses were performed in the ISO9001-2000 certified Clinical Experimental Oncology Laboratory of the National Cancer Centre of Bari (DNV Certificate No CERT-17885-2006-AQ-BRI-SINCERT).
Sections of 4 μm-thickness were immunohistochemically stained using standard immunoperoxidase techniques. Slides were deparaffinized and rehydrated through a graded ethanol series. Endogenous peroxidase activity was blocked by incubation in 0.3% H2O2 buffer solution. Epitope antigen retrieval was carried out by boiling of slides in 0.01 M sodium citrate buffer (pH 6.0). For NHERF1, sections were incubated with a rabbit polyclonal EBP50 antibody (PA1-090, 1:150 dilution; Affinity Bioreagents, Golden, CO, USA). Immunohistochemical analysis of NHERF1 was based on subcellular localization of the protein and classified as cytoplasmic and/or membranous for each sample, as previously described . According to median value cut-off, cases were classified positive when cytoplasmic NHERF1 immunoreactivity was present in > 40% of tumor cells and when membranous NHERF1 expression was detected in > 0% of tumor cells examined. HIF-1α staining was performed with a rabbit polyclonal antibody (H206, 1:100 dilution; Santa Cruz Biotechnology Inc., Santa Cruz, CA, USA). For HIF-1α only cells with completely and darkly stained epithelial nuclei were regarded as positive. HIF-1α was considered overexpressed when > 0% of nuclei were positive and the typical expression pattern (perinecrotic or diffuse) was noted . Cytoplasmic staining of HIF-1α, observed occasionally, was ignored. The rabbit polyclonal antibody anti-VEGFR1 (C-17, 1:100 dilution; Santa Cruz Biotechnology Inc.), which recognizes the C-terminus of the human receptor 1 for VEGF, was incubated for 1 h at room temperature . VEGFR1 was mainly observed in the cytoplasm of breast cancer tissues, and the staining was evaluated as percentage of immunoreactive cells. The cases were classified positive when VEGFR1 immunoreactivity was > 2% of tumor cells examined. For TWIST1 analysis, the sections were incubated with a mouse monoclonal antibody (Twist2C1a, 1:50 dilution; Abcam, Cambridge, United Kingdom) and only cells with > 3% of stained epithelial nuclei were regarded as positive, according to median value.
All immunohistochemically stained samples were scored in a blind manner by two independent observers. Protein expression was quantified by counting the positive cells in 3 representative areas for each section, and expressed as percentage of positive cells/section. Whether a section was uninformative, either lost or contained no tumor tissue, a case was judged as 'not evaluable' in the statistical analysis.
Immunofluorescent analysis was performed as described previously [17, 31]. Briefly, formalin-fixed and paraffin embedded tissue serial sections of 3 μm in thickness were deparaffinized with xylene, and rehydrated in an ethanol series. Antigen retrieval was carried out immersing slides in a 0.01 M saline citrated buffer (pH 6.0) at 95°C for 40 min, then tissues were permeabilized with 0.1% Triton X100-Phosphate Buffered Saline for 15 minutes, blocked 30 min with 1% Bovine Serum Albumin-Phosphate Buffered Saline and incubated overnight at 4°C in a humidified chamber or with mouse monoclonal antibody anti-NHERF1 (6/EBP50, 1:20 dilution; BD Transduction Laboratories, Franklin Lakes, NJ, USA) together with a rabbit polyclonal antibody anti-VEGFR1 (C-17, 1:40 dilution; Santa Cruz Biotechnology Inc.) or with a mouse monoclonal anti-CD31 (NCL-CD31-1A10, 1:50 dilution; Novocastra Laboratories Ltd.) together with a rabbit polyclonal anti-NHERF1 (PA1-090, 1 μg/100 μL dilution; Affinity Bio-Reagents). The slides were then incubated at room temperature for 1 h with the Alexa Fluor 488 and Alexa Fluor 568 immunoglobulin G secondary conjugated antibodies (1:2000 dilution; Molecular Probes Inc., Eugene, OR, USA) and mounted with DAPI (ProLong® Gold antifade reagent; Molecular Probes Inc.). Positive control slides that were run simultaneously were used for assessing the quality of immunoreactivity. For negative controls, slide sections that were immunopositive were treated with 1% Bovine Serum Albumin instead of the primary antibody, and no reactivity was observed in any of these controls. Images were obtained on a BX40 microscope (Olympus, Tokyo, Japan) with a SenSys 1401E-Photometrics charge-coupled device camera. To verify protein colocalization, each acquired stack was merged by transforming the three channels corresponding to red (tetramethylrhodamine B isothiocyanate), green (fluorescein isothiocyanate) and blue (4',6-diamidino-2-phenylindole) into a single three-color stack by using the "RGB merge" command of ImageJ software (National Institutes of Health Bethesda, MD).
Analysis of tumor marker expressions and various clinicopathological features was determined by the Fisher's exact, Pearson χ 2 or χ 2 test as appropriate. Correlation between two continuous variables was assessed by the Pearson's rank test. A multivariate logistic regression model was used for multivariate analysis, computing odds ratio (OR) and 95% confidence intervals (95% CI). All tests were two-sided with a 95% CI, and a p value less than 0.05 was considered statistically significant. Data analysis was carried out using the statistical package SPSS 15.0 (SPSS Inc., Chicago, IL, USA).
Relationship between tumor markers and clinicopathological features
A summary of the tumor marker expressions categorized according to the median values is provided in Table 1. Overexpression of cytoplasmic and membranous NHERF1, VEGFR1, HIF-1α and TWIST1 was shown in 31%, 13%, 50%, 37% and 51% of tumors, respectively.
Association between tumor markers expression and clinicopathological features
Out of 187 cancers, 87 (46%) were grade 2 (Table 1) and these statistically inversely correlated with the PVI (p = 0.000), tumor size (p = 0.036), nodal status (p = 0.012) and MIB1 (p = 0.000), and directly correlated with ER (p = 0.000) and PR (p = 0.025) status.
Multivariate logistic regression analysis for tumor markers predicting prognosis of 187 invasive breast cancer patients
6.186 - 9.862
0.000 - 0.013
4.160 - 6.995
0.624 - 1.830
0.458 - 1.865
Clinical and pathological factors, such as nodal status, tumor grade, proliferative activity, receptor status and HER2 overexpression, are currently used for determining the risk of relapse of breast cancer patients. Traditional prognostic factors have shown limited ability to predict distinct patient outcomes and individuals with the same clinical assessment can have markedly different courses . Prognostic heterogeneity is complicated by a myriad of liable alterations within multiple biological pathways, stressing the need for further studies on molecular events involved in cancerogenesis, tumor progression and metastasis.
In this study, we explored traditional prognostic factors and a panel of tumor markers not used in routine diagnosis, such as NHERF1, VEGFR1, HIF-1α and TWIST1, that have been respectively related to breast cancer progression [17–19], aggressiveness [21, 22], hypoxic response [29, 33] and cell invasion/metastasis [24, 34], assessing if they are differentially expressed in tumors scored as grade 2, in order to best characterize them. We showed that several parameters discriminated poor versus good clinical outcome on 187 patients, but the PVI together with MIB1 were the two variables that remained strongly associated with worse prognosis in multivariate analysis. Our results are consistent with numerous findings, which highlight proliferation-related genes as the main and common denominator for predicting clinical outcome [35, 36]. However, it is not surprising that these genes are involved in breast cancer prognosis, considering that the increased rate of proliferation and defects in cell-cycle regulators are two of the features common to breast carcinomas.
In the present study, overexpression of cytoplasmic NHERF1 resulted associated with unfavorable prognosis and aggressive clinical parameters, as previously demonstrated [18, 31]. However, in line with several reports describing the NHERF1 gene as transcriptionally regulated by estrogen [18, 31, 37], here we demonstrated that cytoplasmic NHERF1 expression was significantly correlated with increasing ER expression. Interestingly, we also observed a significant direct correlation between increased levels of cytoplasmic NHERF1 and VEGFR1. Tumors overexpressing NHERF1 and VEGFR1 revealed an association with poor outcome, being characterized by an increasing tumor grade, and negative status of steroid hormone receptors. It is now clear that NHERF1 promotes dimerization and activation of many tyrosine kinase receptors, such as the platelet derived growth factor receptor , the epidermal growth factor receptor  and the HER2 , known to directly regulate cell pathways related to cancer progression. Previously, we observed that VEGFR1 was expressed in the cytoplasm of breast cancer cells, where also NHERF1 expression was predominant . In this context, NHERF1 acts as a potential interacting partner of VEGFR1, a marker correlated with high metastasis risk and relapse [21, 22], probably promoting invasion of tumor cells through autocrine and paracrine mechanisms .
In our series, tumors of grade 2 represent 46% of the whole cohort, confirming previous observations that this constitutes a substantial proportion of cases in current routine breast cancer diagnostics . The Elston and Ellis modified grading system provides a simple, inexpensive and routinely applicable overview of the intrinsic biological characteristics and clinical behavior of tumors . Grade 2 tumors usually show an intermediate outcome during the early years of follow-up, leading to speculate the uncertain role of histological grade in therapeutic planning due to the not informative results for clinical decision making . Further sub-classification of grade 2 tumors, possibly into low and high risk categories, would be beneficial to improve prognostic stratification of these patients. Notably, we found that grade 2 tumors exhibited significant correlation with parameters of low-risk significance, such as small tumor size, lower nodal stage and proliferative activity and positive steroid hormone receptor status. Afterwards, we investigated what traditional clinicopathological parameters and new potential markers, such as NHERF1, VEGFR1, HIF-1α and TWIST1, could best characterize grade 2 tumors with poor prognosis. Our results demonstrated that a distinct immunophenotype, PVI/membranous NHERF1, is able to categorize grade 2 tumors into two defined subgroups, which exhibited significantly different prognosis. Interestingly, 72% of grade 2 tumors with the PVI+/membranous NHERF1- expression phenotype were associated to an adverse prognosis. However, a significant high proportion of grade 3 tumors showed the same PVI+/membranous NHERF1- expression phenotype, highlighting that grade 2 tumor subgroup with poor prognosis is regarded as being similar to grade 3 cancers. Relevantly, also in the whole cohort the PVI+/membranous NHERF1- expression phenotype displayed a significant correlation with poor prognosis tumors. Since, according to these results, the PVI+/membranous NHERF1- expression phenotype in grade 2 tumors is a poor prognosis factor, we have analyzed PVI/membranous NHERF1 immunophenotypes in a subgroup of patients stratified as having a family history of breast cancer, a category with high biological malignancy, as previously notified [1, 19]. Intriguingly, it was emerged that familial tumors with grade 2 were prevalently associated to the PVI+/membranous NHERF1-expression subset, confirming one more time the prognostic relevance of this tumor immunophenotype.
The pathological significance of the PVI, a marker of tumor with metastatic potential and a predictor of breast cancer outcome, has long been appreciated. In the 9th St Gallen meeting, the presence of vascular invasion was included in the category of relevant prognostic factors in lymph node-negative patients . Efforts to detect early metastatic activity, such as diligent pathological examination of sentinel lymph node biopsies would be complimented by the objective evaluation of vascular invasion status of the primary tumor . Vascular invasion has been recently reported as a histoclinical parameter independently associated with poorer survival inside both basal and triple-negative breast cancer phenotypes [44, 45]. However, in a our previous work, it has been demonstrated the predictive significance of the PVI for familial patients with BRCA gene mutation risk . Thus, on the basis of our results, the PVI assessment might provide additional information on disease evolution of grade 2 tumors.
The adaptor protein NHERF1 shows a physiological localization at the plasma membrane, but during breast cancerogenesis progressively loses its apical localization becoming mostly cytoplasmic in no longer polarized tumor cells . In our series, 13% of tumors showed NHERF1 still localized in the plasma membrane, and were positively associated with favorable prognosis parameters, such as low tumor grade, positive PR status, and low proliferative activity. The positive prognostic impact of membranous NHERF1 is in agreement with results obtained from our [17, 18] and other laboratories , suggesting that NHERF1 might behave either as a tumor suppressor, when it is localized at the plasma membrane, or as an oncogenic protein, when it is shifted to the cytoplasm, depending on its subcellular distribution.
Moreover, in the present study the good prognostic relevance of membranous NHERF1 has been demonstrated both in the whole cohort and in subgroup of grade 2 tumors. From a clinical perspective, the PVI+/membranous NHERF1- expression phenotype could improve the accuracy of predicting clinical outcome for a subgroup of patients. Therefore, the current results indicate that the combination of those two markers may be applicable as predictive markers to select patients for more aggressive treatment and follow-up.
We showed in this study that cytoplasmic NHERF1 colocalizes with the oncogenic receptor VEGFR1 and their significant correlation suggests new potential implications in breast tumor progression. The PVI results the major variable strongly associated with poor prognosis both in the whole series of invasive cancers and in the grade 2 tumors, improving ability to accurately predict risk of progression. Further, it has been demonstrated the intrinsic biological differences characterizing grade 2 tumors, which represent a combination of two histological subtypes with low or high clinical relevance. In particular, the PVI+/membranous NHERF1- expression immunophenotype identifies a category of grade 2 tumors with the worst prognosis, including patients with a family history of breast cancer. These observations support the idea of the PVI+/membranous NHERF1- expression phenotype as a useful marker for the identification of a subset of grade 2 tumors with clinical high risk of poorer prognosis.
We would like to thank Cesare Salvatore and Rossana Daprile for their expert technical assistance.
- Mangia A, Malfettone A, Simone G, Darvishian F: Old and new concepts in histopathological characterization of familial breast cancer. Ann Oncol. 2011, 22 (Suppl 1): i24-i30.View ArticlePubMedGoogle Scholar
- Elston CW, Ellis IO: Pathological prognostic factors in breast cancer. I. the value of histological grade in breast cancer: experience from a large study with long-term follow-up. C. W. elston & I. O. ellis. Histopathology. 1991, 19: 403-410. 10.1111/j.1365-2559.1991.tb00229.x. Histopathology. 2002 Sep;41(3A):151,2, discussion 152-3View ArticlePubMedGoogle Scholar
- Galea MH, Blamey RW, Elston CE, Ellis IO: The nottingham prognostic index in primary breast cancer. Breast Cancer Res Treat. 1992, 22 (3): 207-219. 10.1007/BF01840834.View ArticlePubMedGoogle Scholar
- Rakha EA, El-Sayed ME, Lee AH, Elston CW, Grainge MJ, Hodi Z, et al: Prognostic significance of nottingham histologic grade in invasive breast carcinoma. J Clin Oncol. 2008, 26 (19): 3153-3158. 10.1200/JCO.2007.15.5986.View ArticlePubMedGoogle Scholar
- Elston CW, Ellis IO: Pathological prognostic factors in breast cancer. I. the value of histological grade in breast cancer: Experience from a large study with long-term follow-up. Histopathology. 1991, 19 (5): 403-410. 10.1111/j.1365-2559.1991.tb00229.x.View ArticlePubMedGoogle Scholar
- Ignatiadis M, Sotiriou C: Understanding the molecular basis of histologic grade. Pathobiology. 2008, 75 (2): 104-111. 10.1159/000123848.View ArticlePubMedGoogle Scholar
- Blamey RW: The design and clinical use of the Nottingham Prognostic Index in breast cancer. Breast. 1996, 5: 156-157. 10.1016/S0960-9776(96)90064-8.View ArticleGoogle Scholar
- Dai H, van't Veer L, Lamb J, He YD, Mao M, Fine BM, et al: A cell proliferation signature is a marker of extremely poor outcome in a subpopulation of breast cancer patients. Cancer Res. 2005, 65 (10): 4059-4066. 10.1158/0008-5472.CAN-04-3953.View ArticlePubMedGoogle Scholar
- Sotiriou C, Wirapati P, Loi S, Harris A, Fox S, Smeds J, et al: Gene expression profiling in breast cancer: understanding the molecular basis of histologic grade to improve prognosis. J Natl Cancer Inst. 2006, 98 (4): 262-272. 10.1093/jnci/djj052.View ArticlePubMedGoogle Scholar
- Haibe-Kains B, Desmedt C, Piette F, Buyse M, Cardoso F, Van't Veer L, et al: Comparison of prognostic gene expression signatures for breast cancer. BMC Genomics. 2008, 9: 394-10.1186/1471-2164-9-394.View ArticlePubMedPubMed CentralGoogle Scholar
- Ma XJ, Salunga R, Dahiya S, Wang W, Carney E, Durbecq V, et al: A five-gene molecular grade index and HOXB13:IL17BR are complementary prognostic factors in early stage breast cancer. Clin Cancer Res. 2008, 14 (9): 2601-2608. 10.1158/1078-0432.CCR-07-5026.View ArticlePubMedGoogle Scholar
- Wirapati P, Sotiriou C, Kunkel S, Farmer P, Pradervand S, Haibe-Kains B, et al: Meta-analysis of gene expression profiles in breast cancer: toward a unified understanding of breast cancer subtyping and prognosis signatures. Breast Cancer Res. 2008, 10 (4): R65-10.1186/bcr2124.View ArticlePubMedPubMed CentralGoogle Scholar
- Bonnefoi H, Underhill C, Iggo R, Cameron D: Predictive signatures for chemotherapy sensitivity in breast cancer: are they ready for use in the clinic?. Eur J Cancer. 2009, 45 (10): 1733-1743. 10.1016/j.ejca.2009.04.036.View ArticlePubMedGoogle Scholar
- Cheang MC, Chia SK, Voduc D, Gao D, Leung S, Snider J, et al: Ki67 index, HER2 status, and prognosis of patients with luminal B breast cancer. J Natl Cancer Inst. 2009, 101 (10): 736-750. 10.1093/jnci/djp082.View ArticlePubMedPubMed CentralGoogle Scholar
- Abdel-Fatah TM, Powe DG, Ball G, Lopez-Garcia MA, Habashy HO, Green AR, et al: Proposal for a modified grading system based on mitotic index and Bcl2 provides objective determination of clinical outcome for patients with breast cancer. J Pathol. 2010, 222 (4): 388-399. 10.1002/path.2775.View ArticlePubMedGoogle Scholar
- Volpi A, Bacci F, Paradiso A, Saragoni L, Scarpi E, Ricci M, et al: Prognostic relevance of histological grade and its components in node-negative breast cancer patients. Mod Pathol. 2004, 17 (9): 1038-1044. 10.1038/modpathol.3800161.View ArticlePubMedGoogle Scholar
- Mangia A, Chiriatti A, Bellizzi A, Malfettone A, Stea B, Zito FA, et al: Biological role of NHERF1 protein expression in breast cancer. Histopathology. 2009, 55 (5): 600-608. 10.1111/j.1365-2559.2009.03424.x.View ArticlePubMedGoogle Scholar
- Bellizzi A, Malfettone A, Cardone RA, Mangia A: NHERF1/EBP50 in breast cancer: clinical perspectives. Breast Care (Basel). 2010, 5 (2): 86-90. 10.1159/000298962.View ArticleGoogle Scholar
- Mangia A, Malfettone A, Saponaro C, Tommasi S, Simone G, Paradiso A: Human epidermal growth factor receptor 2, na(+)/H(+) exchanger regulatory factor 1, and breast cancer susceptibility gene-1 as new biomarkers for familial breast cancers. Hum Pathol. 2011, 42 (11): 1589-1595. 10.1016/j.humpath.2011.01.010.View ArticlePubMedGoogle Scholar
- Cardone RA, Casavola V, Reshkin SJ: The role of disturbed pH dynamics and the Na+/H+ exchanger in metastasis. Nat Rev Cancer. 2005, 5 (10): 786-795. 10.1038/nrc1713.View ArticlePubMedGoogle Scholar
- Lee TH, Seng S, Sekine M, Hinton C, Fu Y, Avraham HK, et al: Vascular endothelial growth factor mediates intracrine survival in human breast carcinoma cells through internally expressed VEGFR1/FLT1. PLoS Med. 2007, 4 (6): e186-10.1371/journal.pmed.0040186.View ArticlePubMedPubMed CentralGoogle Scholar
- Dales JP, Garcia S, Carpentier S, Andrac L, Ramuz O, Lavaut MN, et al: Prediction of metastasis risk (11 year follow-up) using VEGF-R1, VEGF-R2, tie-2/Tek and CD105 expression in breast cancer (n = 905). Br J Cancer. 2004, 90 (6): 1216-1221. 10.1038/sj.bjc.6601452.View ArticlePubMedPubMed CentralGoogle Scholar
- Yang J, Mani SA, Donaher JL, Ramaswamy S, Itzykson RA, Come C, et al: Twist, a master regulator of morphogenesis, plays an essential role in tumor metastasis. Cell. 2004, 117 (7): 927-939. 10.1016/j.cell.2004.06.006.View ArticlePubMedGoogle Scholar
- Foubert E, De Craene B, Berx G: Key signalling nodes in mammary gland development and cancer. the Snail1-Twist1 conspiracy in malignant breast cancer progression. Breast Cancer Res. 2010, 12 (3): 206-10.1186/bcr2585.View ArticlePubMedPubMed CentralGoogle Scholar
- Mangia A, Chiriatti A, Tommasi S, Menolascina F, Petroni S, Zito FA, et al: BRCA1 expression and molecular alterations in familial breast cancer. Histol Histopathol. 2009, 24 (1): 69-76.PubMedGoogle Scholar
- Sobin LH, Hermanek P, Hutter RV: TNM classification of malignant tumors. A comparison between the new (1987) and the old editions. Cancer. 1988, 61 (11): 2310-2314. 10.1002/1097-0142(19880601)61:11<2310::AID-CNCR2820611127>3.0.CO;2-X.View ArticlePubMedGoogle Scholar
- Mangia A, Tommasi S, Bruno M, Malfettone A, D'Amico C, Zito FA, et al: Histological features of extratumoral breast lesions as a predictive factor of familial breast cancer. Oncol Rep. 2010, 23 (6): 1641-1645.View ArticlePubMedGoogle Scholar
- Du Toit RS, Locker AP, Ellis IO, Elston CW, Blamey RW: Evaluation of the prognostic value of triple node biopsy in early breast cancer. Br J Surg. 1990, 77 (2): 163-167. 10.1002/bjs.1800770216.View ArticlePubMedGoogle Scholar
- Bos R, van Diest PJ, de Jong JS, van der Groep P, van der Valk P, van der Wall E: Hypoxia-inducible factor-1alpha is associated with angiogenesis, and expression of bFGF, PDGF-BB, and EGFR in invasive breast cancer. Histopathology. 2005, 46 (1): 31-36. 10.1111/j.1365-2559.2005.02045.x.View ArticlePubMedGoogle Scholar
- Paradiso A, Mangia A, Chiriatti A, Tommasi S, Zito A, Latorre A, et al: Biomarkers predictive for clinical efficacy of taxol-based chemotherapy in advanced breast cancer. Ann Oncol. 2005, 16 (Suppl 4): iv14-iv19.PubMedGoogle Scholar
- Cardone RA, Bellizzi A, Busco G, Weinman , Dell'Aquila ME, Casavola V, et al: The NHERF1 PDZ2 domain regulates PKA-RhoA-p38-mediated NHE1 activation and invasion in breast tumor cells. Mol Biol Cell. 2007, 18 (5): 1768-1780. 10.1091/mbc.E06-07-0617.View ArticlePubMedPubMed CentralGoogle Scholar
- Early Breast Cancer Trialists' Collaborative Group (EBCTCG): Effects of chemotherapy and hormonal therapy for early breast cancer on recurrence and 15-year survival: An overview of the randomised trials. Lancet. 2005, 365 (9472): 1687-1717.View ArticleGoogle Scholar
- Yamamoto Y, Ibusuki M, Okumura Y, Kawasoe T, Kai K, Iyama K, et al: Hypoxia-inducible factor 1alpha is closely linked to an aggressive phenotype in breast cancer. Breast Cancer Res Treat. 2008, 110 (3): 465-475. 10.1007/s10549-007-9742-1.View ArticlePubMedGoogle Scholar
- Eckert MA, Lwin TM, Chang AT, Kim J, Danis E, Ohno-Machado L, et al: Twist1-induced invadopodia formation promotes tumor metastasis. Cancer Cell. 2011, 19 (3): 372-386. 10.1016/j.ccr.2011.01.036.View ArticlePubMedPubMed CentralGoogle Scholar
- Colozza M, Azambuja E, Cardoso F, Sotiriou C, Larsimont D, Piccart MJ: Proliferative markers as prognostic and predictive tools in early breast cancer: where are we now?. Ann Oncol. 2005, 16 (11): 1723-1739. 10.1093/annonc/mdi352.View ArticlePubMedGoogle Scholar
- Aleskandarany MA, Rakha EA, Macmillan RD, Powe DG, Ellis IO, Green AR: MIB1/Ki-67 labelling index can classify grade 2 breast cancer into two clinically distinct subgroups. Breast Cancer Res Treat. 2011, 127 (3): 591-599. 10.1007/s10549-010-1028-3.View ArticlePubMedGoogle Scholar
- Ediger TR, Kraus WL, Weinman EJ, Katzenellenbogen BS: Estrogen receptor regulation of the Na+/H+ exchange regulatory factor. Endocrinology. 1999, 140 (7): 2976-2982. 10.1210/en.140.7.2976.PubMedGoogle Scholar
- Maudsley S, Zamah AM, Rahman N, Blitzer JT, Luttrell LM, Lefkowitz RJ, et al: Platelet-derived growth factor receptor association with na(+)/H(+) exchanger regulatory factor potentiates receptor activity. Mol Cell Biol. 2000, 20 (22): 8352-8363. 10.1128/MCB.20.22.8352-8363.2000.View ArticlePubMedPubMed CentralGoogle Scholar
- Lazar CS, Cresson CM, Lauffenburger DA, Gill GN: The Na+/H+ exchanger regulatory factor stabilizes epidermal growth factor receptors at the cell surface. Mol Biol Cell. 2004, 15 (12): 5470-5480. 10.1091/mbc.E04-03-0239.View ArticlePubMedPubMed CentralGoogle Scholar
- Bachelder RE, Wendt MA, Mercurio AM: Vascular endothelial growth factor promotes breast carcinoma invasion in an autocrine manner by regulating the chemokine receptor CXCR4. Cancer Res. 2002, 62 (24): 7203-7206.PubMedGoogle Scholar
- Rakha EA, Reis-Filho JS, Baehner F, Dabbs DJ, Decker T, Eusebi V, et al: Breast cancer prognostic classification in the molecular era: the role of histological grade. Breast Cancer Res. 2010, 12 (4): 207-PubMedPubMed CentralGoogle Scholar
- Goldhirsch A, Glick JH, Gelber RD, Coates AS, Thurlimann B, Senn HJ, et al: Meeting highlights: international expert consensus on the primary therapy of early breast cancer 2005. Ann Oncol. 2005, 16 (10): 1569-1583. 10.1093/annonc/mdi326.View ArticlePubMedGoogle Scholar
- Mohammed RA, Martin SG, Mahmmod AM, Macmillan RD, Green AR, Paish EC, et al: Objective assessment of lymphatic and blood vascular invasion in lymph node-negative breast carcinoma: findings from a large case series with long-term follow-up. J Pathol. 2011, 223 (3): 358-365. 10.1002/path.2810.View ArticlePubMedGoogle Scholar
- Mohammed RA, Ellis IO, Mahmmod AM, Hawkes EC, Green AR, Rakha EA, et al: Lymphatic and blood vessels in basal and triple-negative breast cancers: characteristics and prognostic significance. Mod Pathol. 2011, 24 (6): 774-785. 10.1038/modpathol.2011.4.View ArticlePubMedGoogle Scholar
- Sabatier R, Jacquemier J, Bertucci F, Esterni B, Finetti P, Azario F, et al: Peritumoural vascular invasion: a major determinant of triple-negative breast cancer outcome. Eur J Cancer. 2011, 47 (10): 1537-1545. 10.1016/j.ejca.2011.02.002.View ArticlePubMedGoogle Scholar
- Georgescu MM, Morales FC, Molina JR, Hayashi Y: Roles of NHERF1/EBP50 in cancer. Curr Mol Med. 2008, 8 (6): 459-468. 10.2174/156652408785748031.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2407/12/106/prepub
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