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Dive into the research topics where Ghizlane Rouas is active.

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Featured researches published by Ghizlane Rouas.


Journal of Clinical Oncology | 2013

Prognostic and Predictive Value of Tumor-Infiltrating Lymphocytes in a Phase III Randomized Adjuvant Breast Cancer Trial in Node-Positive Breast Cancer Comparing the Addition of Docetaxel to Doxorubicin With Doxorubicin-Based Chemotherapy: BIG 02-98

Sherene Loi; Nicolas Sirtaine; Fanny Piette; Roberto Salgado; Giuseppe Viale; Françoise Van Eenoo; Ghizlane Rouas; Prudence A. Francis; John Crown; Erika Hitre; Evandro de Azambuja; E. Quinaux; Angelo Di Leo; Stefan Michiels; Martine Piccart; Christos Sotiriou

PURPOSE Previous preclinical and clinical data suggest that the immune system influences prognosis and response to chemotherapy (CT); however, clinical relevance has yet to be established in breast cancer (BC). We hypothesized that increased lymphocytic infiltration would be associated with good prognosis and benefit from immunogenic CT-in this case, anthracycline-only CT-in selected BC subtypes. PATIENTS AND METHODS We investigated the relationship between quantity and location of lymphocytic infiltrate at diagnosis with clinical outcome in 2009 node-positive BC samples from the BIG 02-98 adjuvant phase III trial comparing anthracycline-only CT (doxorubicin followed by cyclophosphamide, methotrexate, and fluorouracil [CMF] or doxorubicin plus cyclophosphamide followed by CMF) versus CT combining doxorubicin and docetaxel (doxorubicin plus docetaxel followed by CMF or doxorubicin followed by docetaxel followed by CMF). Readings were independently performed by two pathologists. Disease-free survival (DFS), overall survival (OS), and interaction with type of CT associations were studied. Median follow-up was 8 years. RESULTS There was no significant prognostic association in the global nor estrogen receptor (ER) -positive/human epidermal growth factor receptor 2 (HER2) -negative population. However, each 10% increase in intratumoral and stromal lymphocytic infiltrations was associated with 17% and 15% reduced risk of relapse (adjusted P = .1 and P = .025), respectively, and 27% and 17% reduced risk of death in ER-negative/HER2-negative BC regardless of CT type (adjusted P = .035 and P = .023), respectively. In HER2-positive BC, there was a significant interaction between increasing stromal lymphocytic infiltration (10% increments) and benefit with anthracycline-only CT (DFS, interaction P = .042; OS, P = .018). CONCLUSION In node-positive, ER-negative/HER2-negative BC, increasing lymphocytic infiltration was associated with excellent prognosis. Further validation of the clinical utility of tumor-infiltrating lymphocytes in this context is warranted. Our data also support the evaluation of immunotherapeutic approaches in selected BC subtypes.


Journal of Clinical Oncology | 2011

Multifactorial Approach to Predicting Resistance to Anthracyclines

Christine Desmedt; Angelo Di Leo; Evandro de Azambuja; Denis Larsimont; Benjamin Haibe-Kains; Jean Selleslags; Suzette Delaloge; Caroline Duhem; Jean-Pierre Kains; Birgit Carly; Marie Maerevoet; Anita Vindevoghel; Ghizlane Rouas; Françoise Lallemand; Virginie Durbecq; Fatima Cardoso; Roberto Salgado; Rodrigo Kraft Rovere; Gianluca Bontempi; Stefan Michiels; Marc Buyse; Jean-Marie Nogaret; Yuan Qi; Fraser Symmans; Lajos Pusztai; Véronique D'hondt; Martine Piccart-Gebhart; Christos Sotiriou

PURPOSE Validated biomarkers predictive of response/resistance to anthracyclines in breast cancer are currently lacking. The neoadjuvant Trial of Principle (TOP) study, in which patients with estrogen receptor (ER) -negative tumors were treated with anthracycline (epirubicin) monotherapy, was specifically designed to evaluate the predictive value of topoisomerase II-α (TOP2A) and develop a gene expression signature to identify those patients who do not benefit from anthracyclines. PATIENTS AND METHODS The TOP trial included 149 patients, 139 of whom were evaluable for response prediction analyses. The primary end point was pathologic complete response (pCR). TOP2A and gene expression profiles were evaluated using pre-epirubicin biopsies. Gene expression data from ER-negative samples of the EORTC (European Organisation for Research and Treatment of Cancer) 10994/BIG (Breast International Group) 00-01 and MDACC (MD Anderson Cancer Center) 2003-0321 neoadjuvant trials were used for validation purposes. RESULTS A pCR was obtained in 14% of the evaluable patients in the TOP trial. TOP2A amplification, but not protein overexpression, was significantly associated with pCR (P ≤ .001 v P ≤ .33). We developed an anthracycline-based score (A-Score) combining three signatures: a TOP2A gene signature and two previously published signatures related to tumor invasion and immune response. The A-Score was characterized by a high negative predictive value ([NPV]; NPV, 0.98; 95% CI, 0.90 to 1.00) overall and in the human epidermal growth factor receptor 2 (HER2) -negative and HER2-positive subpopulations. Its performance was independently confirmed in the anthracycline-based arms of the two validation trials (BIG 00-01: NPV, 0.83; 95% CI, 0.64 to 0.94 and MDACC 2003-0321: NPV, 1.00; 95% CI, 0.80 to 1.00). CONCLUSION Given its high NPV, the A-Score could become, if further validated, a useful clinical tool to identify those patients who do not benefit from anthracyclines and could therefore be spared the non-negligible adverse effects.


Embo Molecular Medicine | 2011

DNA methylation profiling reveals a predominant immune component in breast cancers

Sarah Dedeurwaerder; Christine Desmedt; Emilie Calonne; Sandeep Singhal; Benjamin Haibe-Kains; Matthieu Defrance; Stefan Michiels; Michael Volkmar; Rachel Deplus; Judith Luciani; Françoise Lallemand; Denis Larsimont; Jérôme Toussaint; Sandy Haussy; Françoise Rothé; Ghizlane Rouas; Otto Metzger; Samira Majjaj; Kamal S. Saini; Pascale Putmans; Gérald Hames; Nicolas van Baren; Pierre Coulie; Martine Piccart; Christos Sotiriou; François Fuks

Breast cancer is a molecularly, biologically and clinically heterogeneous group of disorders. Understanding this diversity is essential to improving diagnosis and optimizing treatment. Both genetic and acquired epigenetic abnormalities participate in cancer, but the involvement of the epigenome in breast cancer and its contribution to the complexity of the disease are still poorly understood. By means of DNA methylation profiling of 248 breast tissues, we have highlighted the existence of previously unrecognized breast cancer groups that go beyond the currently known ‘expression subtypes’. Interestingly, we showed that DNA methylation profiling can reflect the cell type composition of the tumour microenvironment, and in particular a T lymphocyte infiltration of the tumours. Further, we highlighted a set of immune genes having high prognostic value in specific tumour categories. The immune component uncovered here by DNA methylation profiles provides a new perspective for the importance of the microenvironment in breast cancer, holding implications for better management of breast cancer patients.


Annals of Oncology | 2001

Evaluation of HER2, p53, bcl-2, topoisomerase II-α, heat shock proteins 27 and 70 in primary breast cancer and metastatic ipsilateral axillary lymph nodes

Fatima Cardoso; A. Di Leo; Denis Larsimont; D. Gancberg; Ghizlane Rouas; S. Dolci; Fábio de Oliveira Ferreira; Marianne Paesmans; Martine Piccart

BACKGROUND Breast cancer is a heterogeneous disease. Predictive biological markers (BM) of responsiveness to therapy need to be identified. Evaluation of BM is mainly done at the primary site. However, in the adjuvant therapy of breast cancer, the main goal is control of micrometastases. It is still unknown whether heterogeneity in the expression of BM between the primary site and its micrometastases exists. OBJECTIVE To evaluate the expression of some BM with potential predictive value from the primary breast cancer site and metastatic ipsilateral axillary lymph nodes. PATIENTS AND METHODS Focality (percentage of positive cells) and intensity staining scores were evaluated for each marker. Freshly cut sections (4 microm) from embedded blocks of breast cancer fixed in formalin or bouin were put onto superfrost slides (Menzel-Gläser). Protein expression was evaluated immunohistochemically (IHC) using monoclonal antibodies against: topo II-alpha (clone KiS1, 1 microg/ml, Roche) with a trypsine pre-treatment (P); HSP27 (clone G3.1, 1/60, Biogenex), HSP70 (clone BRM.22, 1/80, Biogenex) and HER2 (clone CB11, 1/40, Novocastra; without P); p53 (clone D07, 1/750, Dako) and bcl-2 (clone 124, 1/60, Dako) with citrate buffer as P. RESULTS Overall, the percentage of discordant marker status in the primary tumour and its metastatic lymph nodes was 2% for HER2, 6% for p53, 15% for bcl-2, 19% for topoisomerase II-alpha, 24% for HSP27 and 30% for HSP70. For the subgroup of patients with positive BM in the primary tumour, the percentage of discordance was 6% for HER2, 7% for p53, 14% for bcl-2, 19% for HSP70, 21% for topoisomerase II-alpha and 36% for HSP27. For the subgroup of patients with positive BM in the lymph nodes, the percentage of discordance was 9% for bcl-2, 15% for HER2 and p53, 21% for topoisomerase II-alpha, 22% for HSP27 and 25% for HSP70. CONCLUSIONS 1) No biological marker had 100% concordant results. 2) Although some discordant cases might be explained by the limitations of the IHC technique, future studies aiming to evaluate the predictive value of BM in the adjuvant therapy of breast cancer should take into account a possible difference in BM expression between the primary and the metastatic sites.


BMC Genomics | 2009

Improvement of the clinical applicability of the Genomic Grade Index through a qRT-PCR test performed on frozen and formalin-fixed paraffin-embedded tissues

Jérôme Toussaint; Anieta M. Sieuwerts; Benjamin Haibe-Kains; Christine Desmedt; Ghizlane Rouas; Adrian L. Harris; Denis Larsimont; Martine Piccart; John A. Foekens; Virginie Durbecq; Christos Sotiriou

BackgroundProliferation and tumor differentiation captured by the genomic grade index (GGI) are important prognostic indicators in breast cancer (BC) especially for the estrogen receptor positive (ER+) disease. The aims of this study were to convert this microarray index to a qRT-PCR assay (PCR-GGI), which could be realized on formalin fixed paraffin embedded samples (FFPE), and to assess its prognostic performance and predictive value of clinical benefit in early and advanced ER+ BC patients treated with tamoxifen.MethodsThe accuracy and concordance of the PCR-GGI with the GGI was assessed using BC patients for which frozen and FFPE tissues as well as microarray data were available (n = 19). The evaluation of the prognostic value of the PCR-GGI was assessed on FFPE material using a consecutive series of 212 systemically treated early BC patients. The predictive performance for tamoxifen benefit was assessed using two ER+ BC populations treated either with adjuvant tamoxifen only (n = 77+139) or first-line tamoxifen for advanced disease (n = 270).ResultsThe PCR-GGI is based on the expression of 8 genes (4 representative of the GGI and 4 reference genes). A significant correlation was observed between the microarray-derived GGI and the qRT-PCR assay using frozen (ρ = 0.95, p < 10E-06) and FFPE material (ρ = 0.89, p < 10E-06). The prognostic performance of the PCR-GGI was confirmed on FFPE samples (HRunivar. = 1.89; [95CI:1.01-3.54], p = 0.05). The PCR-GGI further identified two subgroups of patients with statistically different time to distant metastasis free survival (DMFS) across the two cohorts of ER+ BC patients treated with adjuvant tamoxifen. Additionally, the PCR-GGI was associated with response to tamoxifen in the advanced setting (HRunivar. = 1.98; [95CI:1.51-2.59], p = 6.9E-07).ConclusionPCR-GGI recapitulates in an accurate and reproducible manner the performances of the GGI using frozen and FFPE samples.


Journal of Clinical Oncology | 2016

Genomic Characterization of Primary Invasive Lobular Breast Cancer

Christine Desmedt; Gabriele Zoppoli; Gunes Gundem; Giancarlo Pruneri; Denis Larsimont; Marco Fornili; Debora Fumagalli; David Norman Brown; Françoise Rothé; Delphine Vincent; Naima Kheddoumi; Ghizlane Rouas; Samira Majjaj; Sylvain Brohée; Peter Van Loo; Patrick Maisonneuve; Roberto Salgado; Thomas Van Brussel; Diether Lambrechts; Ron Bose; Otto Metzger; Christine Galant; François Bertucci; Martine Piccart-Gebhart; Giuseppe Viale; Elia Biganzoli; Peter J. Campbell; Christos Sotiriou

PURPOSE Invasive lobular breast cancer (ILBC) is the second most common histologic subtype after invasive ductal breast cancer (IDBC). Despite clinical and pathologic differences, ILBC is still treated as IDBC. We aimed to identify genomic alterations in ILBC with potential clinical implications. METHODS From an initial 630 ILBC primary tumors, we interrogated oncogenic substitutions and insertions and deletions of 360 cancer genes and genome-wide copy number aberrations in 413 and 170 ILBC samples, respectively, and correlated those findings with clinicopathologic and outcome features. RESULTS Besides the high mutation frequency of CDH1 in 65% of tumors, alterations in one of the three key genes of the phosphatidylinositol 3-kinase pathway, PIK3CA, PTEN, and AKT1, were present in more than one-half of the cases. HER2 and HER3 were mutated in 5.1% and 3.6% of the tumors, with most of these mutations having a proven role in activating the human epidermal growth factor receptor/ERBB pathway. Mutations in FOXA1 and ESR1 copy number gains were detected in 9% and 25% of the samples. All these alterations were more frequent in ILBC than in IDBC. The histologic diversity of ILBC was associated with specific alterations, such as enrichment for HER2 mutations in the mixed, nonclassic, and ESR1 gains in the solid subtype. Survival analyses revealed that chromosome 1q and 11p gains showed independent prognostic value in ILBC and that HER2 and AKT1 mutations were associated with increased risk of early relapse. CONCLUSION This study demonstrates that we can now begin to individualize the treatment of ILBC, with HER2, HER3, and AKT1 mutations representing high-prevalence therapeutic targets and FOXA1 mutations and ESR1 gains deserving urgent dedicated clinical investigation, especially in the context of endocrine treatment.


Analyst | 2014

Infrared imaging in breast cancer: automated tissue component recognition and spectral characterization of breast cancer cells as well as the tumor microenvironment

Audrey Bénard; Christine Desmedt; Margarita Smolina; Philippe Szternfeld; Magali Verdonck; Ghizlane Rouas; Naima Kheddoumi; Françoise Rothé; Denis Larsimont; Christos Sotiriou; Erik Goormaghtigh

Current evaluation of histological sections of breast cancer samples remains unsatisfactory. The search for new predictive and prognostic factors is ongoing. Infrared spectroscopy and its potential to probe tissues and cells at the molecular level without requirement for contrast agents could be an attractive tool for clinical and diagnostic analysis of breast cancer. In this study, we report the successful application of FTIR (Fourier transform infrared) imaging for breast tissue component characterization. We show that specific FTIR spectral signatures can be assigned to the major tissue components of breast tumor samples. We demonstrate that a tissue component classifier can be built based on a spectral database of well-annotated tissues and successfully validated on independent breast samples. We also demonstrate that spectral features can reveal subtle differences within a tissue component, capturing for instance lymphocytic and stromal activation. By investigating in parallel lymph nodes, tonsils and wound healing tissues, we prove the uniqueness of the signature of both lymphocytic infiltrate and tumor microenvironment in the breast disease context. Finally, we demonstrate that the biochemical information reflected in the epithelial spectra might be clinically relevant for the grading purpose, suggesting potential to improve breast cancer management in the future.


Breast Cancer Research | 2014

International study on inter-reader variability for circulating tumor cells in breast cancer

Michail Ignatiadis; Sabine Riethdorf; François-Clément Bidard; Isabelle Vaucher; Mustapha Khazour; Françoise Rothé; Jessica Metallo; Ghizlane Rouas; Rachel E. Payne; Raoul Charles Coombes; Ingrid Teufel; Ulrich Andergassen; Stella Apostolaki; Eleni Politaki; Dimitris Mavroudis; Silvia Bessi; Martta Pestrin; Angelo Di Leo; Michael B. Campion; Monica M. Reinholz; Edith A. Perez; Martine Piccart; Elin Borgen; Bjørn Naume; Jose L. Jimenez; Claudia Aura; Laura Zorzino; Maria Cristina Cassatella; Maria Teresa Sandri; Bianca Mostert

IntroductionCirculating tumor cells (CTCs) have been studied in breast cancer with the CellSearch® system. Given the low CTC counts in non-metastatic breast cancer, it is important to evaluate the inter-reader agreement.MethodsCellSearch® images (N = 272) of either CTCs or white blood cells or artifacts from 109 non-metastatic (M0) and 22 metastatic (M1) breast cancer patients from reported studies were sent to 22 readers from 15 academic laboratories and 8 readers from two Veridex laboratories. Each image was scored as No CTC vs CTC HER2- vs CTC HER2+. The 8 Veridex readers were summarized to a Veridex Consensus (VC) to compare each academic reader using % agreement and kappa (κ) statistics. Agreement was compared according to disease stage and CTC counts using the Wilcoxon signed rank test.ResultsFor CTC definition (No CTC vs CTC), the median agreement between academic readers and VC was 92% (range 69 to 97%) with a median κ of 0.83 (range 0.37 to 0.93). Lower agreement was observed in images from M0 (median 91%, range 70 to 96%) compared to M1 (median 98%, range 64 to 100%) patients (P < 0.001) and from M0 and <3CTCs (median 87%, range 66 to 95%) compared to M0 and ≥3CTCs samples (median 95%, range 77 to 99%), (P < 0.001). For CTC HER2 expression (HER2- vs HER2+), the median agreement was 87% (range 51 to 95%) with a median κ of 0.74 (range 0.25 to 0.90).ConclusionsThe inter-reader agreement for CTC definition was high. Reduced agreement was observed in M0 patients with low CTC counts. Continuous training and independent image review are required.


PLOS ONE | 2010

Low CD10 mRNA expression identifies high-risk ductal carcinoma in situ (DCIS).

Jérôme Toussaint; Virginie Durbecq; Sevilay Altintas; Valérie Doriath; Ghizlane Rouas; Marianne Paesmans; Philippe L. Bedard; Benjamin Haibe-Kains; Wiebren A.A. Tjalma; Denis Larsimont; Martine Piccart; Christos Sotiriou

Purpose Optimal management of breast ductal carcinoma in situ (DCIS) is controversial, and many patients are still overtreated. The local death of myoepithelial cells (MECs) is believed to be a pre-requisite to tumor invasion. We thus hypothesized that loss of CD10 expression, a MEC surface peptidase, would signify basement membrane disruption and confer increased risk of relapse in DCIS. The aim of our study was to retrospectively evaluate the prognostic value of CD10 in DCIS. Experimental Design CD10 expression was evaluated by quantitative RT-PCR and immunohistochemistry using paraffin-embedded samples of normal breast tissue (n = 11); of morphologically normal ducts associated with DCIS (n = 10); and of DCIS without an invasive component (n = 154). Results CD10 immunostaining was only observed in MECs in normal tissue and in DCIS. Normal tissue showed high mRNA expression levels of CD10, whereas DCIS showed a variable range. After a median follow-up of 6 years, DCIS with CD10 expression below the levels observed in normal tissue (71%) demonstrated a higher risk of local relapse (HR = 1.88; [95CI:1.30–2.70], p = 0.001) in univariate analysis. No relapse was observed in patients expressing high CD10 mRNA levels (29%) similar to the ones observed in normal tissue. In multivariate analysis including known prognostic factors, low CD10 mRNA expression remained significant (HR = 2.25; [95%CI:1.24–4.09], p = 0.008), as did the recently revised Van Nuys Prognostic Index (VNPI) score (HR = 2.03; [95%CI:1.23–3.35], p = 0.006). Conclusion The decrease of CD10 expression in MECs is associated with a higher risk of relapse in DCIS; this knowledge has the potential to improve DCIS management.


Breast Cancer Research and Treatment | 2003

Comparison of Topoisomerase-IIα Gene Status between Primary Breast Cancer and Corresponding Distant Metastatic Sites

Virginie Durbecq; A. Di Leo; Fatima Cardoso; Ghizlane Rouas; Jean-Yves Leroy; Martine Piccart; Denis Larsimont

AbstractBackground. Topoisomerase-IIα (topo-IIα) is a key enzyme in DNA replication and a molecular target for anti-cancer drugs called topoisomerase-II inhibitors, such as anthracyclines. Its value as a predictive marker of responsiveness to these cytotoxic drugs is currently being evaluated with promising results. However, even in the metastatic setting, the choice of treatment is based on the biologic characteristics of the primary tumor. Few data are available regarding the expression of biological markers between the primary tumor and the corresponding distant metastases. Methods. Topo-IIα gene status was evaluated in 29 breast cancer patients in which a primary tumor sample and a corresponding metastatic sample were both available. Fluorescent in situ hybridization (FISH) with the Vysis triple probe (Vysis multi-color topo-IIα spectrum orange, Her-2 spectrum green and CEP17 spectrum aqua probe) was used, which allowed the concomitant evaluation of HER-2 gene status. Results. As previously reported, topo-IIα gene aberrations are always associated with HER-2 gene amplification; indeed no topo-IIα gene aberrations have been observed in the HER-2 negative tumors. Conversely, 38.5% (five patients) of the HER-2 positive primary breast tumors (13 patients) were topo-IIα amplified, while 61.5% (eight patients) had a normal topo-IIα gene. No topo-IIα gene deletion was found in our series. Topo-IIα gene amplification in the primary tumor was always associated with amplification in the corresponding metastases, and no metastases with topo-IIα gene amplification were seen without amplification in the primary tumor. Furthermore, the amplification level of topo-IIα (i.e., ratio topo-IIα: CEP17) remained unchanged in primary and metastatic sites. Conclusion. Despite the low number of patients, our results seem to indicate that topo-IIα gene status evaluation in the primary breast tumor accurately reflects its status in the corresponding distant metastases.

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Christos Sotiriou

Université libre de Bruxelles

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Denis Larsimont

Université libre de Bruxelles

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Christine Desmedt

Université libre de Bruxelles

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Martine Piccart

Université libre de Bruxelles

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Françoise Rothé

Université libre de Bruxelles

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Martine Piccart-Gebhart

Université libre de Bruxelles

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Roberto Salgado

Université libre de Bruxelles

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Angelo Di Leo

Université libre de Bruxelles

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Marianne Paesmans

Université libre de Bruxelles

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