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Petit T, Hajjaji N, Antoine E, Benderra M, Gozy M, Foa C, Mouysset J, Grenier J, Mousseau M, Mailliez A, Saghatchian M, Lachaier E, Desmoulins I, Hennequin A, Maes P, Loirat D, Ricci F, Diéras V, Berton D, Tiong FL, Teixeira L, Dohollou N, Lévy C, Bachelot T, Pierga J. Trastuzumab deruxtecan in previously treated HER2-positive metastatic or unresectable breast cancer: Real-life data from the temporary use authorization program in France. Cancer Med 2024; 13:e7168. [PMID: 38733172 PMCID: PMC11087844 DOI: 10.1002/cam4.7168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 02/21/2024] [Accepted: 03/27/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND Early access program (formerly cohort Temporary Authorization for Use) was granted for trastuzumab deruxtecan (T-DXd) in France based on DESTINY-Breast01 trial which demonstrated its efficacy and safety in HER2-positive metastatic/unresectable breast cancer after ≥2 anti-HER2-based regimens received at metastatic stage. METHODS This multicenter real-world early access program included HER2-positive metastatic/unresectable breast patients pretreated with at least two lines of anti-HER2 regimens who received T-DXd 5.4 mg/kg intravenously in monotherapy every 3 weeks. RESULTS Four hundred and fifty-nine patients (median age, 58 years; hormone receptor-positive, 67%; brain metastases, 28.1%) received T-DXd. Before inclusion, 81.7% of patients had radiation therapy and 76.5% had undergone surgery. Median number of prior metastatic treatment lines was four (range, 2-22); 99.8% patients had received trastuzumab, 94.8% trastuzumab emtansine and 79.3% pertuzumab. Follow-up was performed from September 30, 2020 to March 30, 2021; when the early access program stopped, the median duration of T-DXd treatment was 3.4 (range, 0-7.8) months. In 160 patients with available tumor assessment, objective response rate was 56.7% and 12.1% had progression. In 57 patients with available brain tumor assessment, complete or partial intracranial response was reported for 35.7% patients and 5.4% had progression. A total of 17 (3.7%) patients with interstitial lung disease (ILD) was reported with no cases of ILD-related death. CONCLUSIONS In this early access program in patients with heavily pretreated HER2-positive metastatic/unresectable breast cancer, T-DXd had antitumor activity with a similar response to that reported in previous clinical studies. T-DXd was well tolerated and no new safety signals were observed.
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Affiliation(s)
- Thierry Petit
- Département d'Oncologie MédicaleCentre Paul StraussStrasbourgFrance
| | - Nawale Hajjaji
- Département de Cancérologie Sénologique, Centre Oscar LambretINSERM U1192, Laboratoire PRISMLilleFrance
| | | | | | - Michel Gozy
- Département de Radiothérapie‐OncologieClinique de l'EuropeAmiensFrance
| | - Cyril Foa
- Département d'Oncologie MédicaleHôpital Saint‐JosephMarseilleFrance
| | - Jean‐Loup Mouysset
- Département de CancérologieHôpital Privé de ProvenceAix‐en‐ProvenceFrance
| | - Julien Grenier
- Unité Oncologie Sein‐GynécologieInstitut Sainte‐CatherineAvignonFrance
| | | | - Audrey Mailliez
- Département de Cancérologie Sénologique, Centre Oscar LambretINSERM U1192, Laboratoire PRISMLilleFrance
| | - Mahasti Saghatchian
- Département d'Oncologie MédicaleHôpital Américain de ParisNeuilly‐sur‐SeineFrance
| | - Emma Lachaier
- Département d'Oncologie MédicaleCHU AmiensAmiensFrance
| | | | - Audrey Hennequin
- Département d'Oncologie MédicaleCentre Georges François LeclercDijonFrance
| | - Patricia Maes
- Département d'OncologieHôpital Privé Le BoisLilleFrance
| | | | | | - Véronique Diéras
- Département d'Oncologie MédicaleCentre Eugène MarquisRennesFrance
| | - Dominique Berton
- Département d'Oncologie MédicaleInstitut de Cancérologie de l'OuestSaint‐HerblainFrance
| | | | - Luis Teixeira
- Breast Disease Unit, APHP, Hôpital Saint‐Louis, Pathophysiology of Breast Cancer TeamUniversité de Paris, INSERM U976, HIPIParisFrance
| | - Nadine Dohollou
- Service d'Oncologie MédicalePolyclinique Bordeaux Nord AquitaineBordeauxFrance
| | - Christelle Lévy
- Département d'Oncologie MédicaleCentre François BaclesseCaenFrance
| | - Thomas Bachelot
- Département d'Oncologie MédicaleCentre Léon BérardLyonFrance
| | - Jean‐Yves Pierga
- Département d'Oncologie MédicaleInstitut CurieParisFrance
- Université Paris CitéParisFrance
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2
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Wisztorski M, Aboulouard S, Roussel L, Duhamel M, Saudemont P, Cardon T, Narducci F, Robin YM, Lemaire AS, Bertin D, Hajjaji N, Kobeissy F, Leblanc E, Fournier I, Salzet M. Fallopian tube lesions as potential precursors of early ovarian cancer: a comprehensive proteomic analysis. Cell Death Dis 2023; 14:644. [PMID: 37775701 PMCID: PMC10541450 DOI: 10.1038/s41419-023-06165-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/08/2023] [Accepted: 09/20/2023] [Indexed: 10/01/2023]
Abstract
Ovarian cancer is the leading cause of death from gynecologic cancer worldwide. High-grade serous carcinoma (HGSC) is the most common and deadliest subtype of ovarian cancer. While the origin of ovarian tumors is still debated, it has been suggested that HGSC originates from cells in the fallopian tube epithelium (FTE), specifically the epithelial cells in the region of the tubal-peritoneal junction. Three main lesions, p53 signatures, STILs, and STICs, have been defined based on the immunohistochemistry (IHC) pattern of p53 and Ki67 markers and the architectural alterations of the cells, using the Sectioning and Extensively Examining the Fimbriated End Protocol. In this study, we performed an in-depth proteomic analysis of these pre-neoplastic epithelial lesions guided by mass spectrometry imaging and IHC. We evaluated specific markers related to each preneoplastic lesion. The study identified specific lesion markers, such as CAVIN1, Emilin2, and FBLN5. We also used SpiderMass technology to perform a lipidomic analysis and identified the specific presence of specific lipids signature including dietary Fatty acids precursors in lesions. Our study provides new insights into the molecular mechanisms underlying the progression of ovarian cancer and confirms the fimbria origin of HGSC.
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Affiliation(s)
- Maxence Wisztorski
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Soulaimane Aboulouard
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Lucas Roussel
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Marie Duhamel
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Philippe Saudemont
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Tristan Cardon
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
| | - Fabrice Narducci
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
- Department of Gynecology Oncology, Oscar Lambret Cancer Center, 59020, Lille, France
| | - Yves-Marie Robin
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
- Department of Gynecology Oncology, Oscar Lambret Cancer Center, 59020, Lille, France
| | - Anne-Sophie Lemaire
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
- Department of Gynecology Oncology, Oscar Lambret Cancer Center, 59020, Lille, France
| | - Delphine Bertin
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
- Department of Gynecology Oncology, Oscar Lambret Cancer Center, 59020, Lille, France
| | - Nawale Hajjaji
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France
- Medical Oncology Department, Oscar Lambret Cancer Center, 59020, Lille, France
| | - Firas Kobeissy
- Department of Neurobiology, Center for Neurotrauma, Multiomics & Biomarkers (CNMB), MorehouseSchool of Medicine, Atlanta, GA, 30310, USA
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Eric Leblanc
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France.
- Department of Gynecology Oncology, Oscar Lambret Cancer Center, 59020, Lille, France.
| | - Isabelle Fournier
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France.
- Institut Universitaire de France, 75000, Paris, France.
| | - Michel Salzet
- Univ.Lille, Inserm, CHU Lille, U-1192 - Laboratoire Protéomique Réponse Inflammatoire Spectrométrie de Masse - PRISM, F-59000, Lille, France.
- Institut Universitaire de France, 75000, Paris, France.
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3
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de Moura A, Vuagnat P, Renouf B, Pierga JY, Loirat D, Vaflard P, Lafayolle de la Bruyère C, Chaumard-Billotey N, Hajjaji N, Ladoire S, Dabakuyo S, Patsouris A, Frenel JS, Nicolai V, Alexandre M, Dohollou N, Grenier J, Bourien H, Bidard FC. Atezolizumab and paclitaxel as first line therapy in advanced triple-negative breast cancer patients included in the French early access program. Sci Rep 2023; 13:13427. [PMID: 37596388 PMCID: PMC10439112 DOI: 10.1038/s41598-023-40569-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 08/13/2023] [Indexed: 08/20/2023] Open
Abstract
Following the results of the IMpassion130 trial, an early access program (EAP) was opened in France, allowing patients with PD-L1-positive advanced triple negative breast cancer (aTNBC) to receive a combination of paclitaxel and atezolizumab as first line therapy. This EAP was later discontinued when the IMpassion131 trial read out with negative results. We performed a retrospective multicentric analysis in patients who were prospectively enrolled in the French EAP. Efficacy and toxicity data were obtained on 64 patients treated from August 2019 to August 2020 in 10 French cancer centers. Median progression-free survival (PFS) and overall survival (OS) were 4.1 months (95% CI [3.0-5.8]) and 17.9 months (95% CI [12.4-NR]), respectively. The 6-months PFS rate was 28% (95% CI [16-40%]) (N = 18/64), while N = 33/64 patients (52%, 95% CI [38-63%]) experienced a tumor response. Exploratory subgroup analyses retrieved that corticosteroid use at inclusion in the EAP, before treatment initiation, was the only independent unfavorable prognostic factor for PFS (HR 2.7, 95% CI [1.3-5.6]). No new safety signal was observed. This real-life study, unique by its setting (EAP granted by anticipation and later withdrawn), suggests atezolizumab and paclitaxel has a limited efficacy in PD-L1-positive aTNBC, especially in patients receiving corticosteroids as comedication before treatment start.
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Affiliation(s)
- Alexandre de Moura
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France.
- UVSQ, Université Paris-Saclay, Saint Cloud, France.
| | - Perrine Vuagnat
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
- UVSQ, Université Paris-Saclay, Saint Cloud, France
| | - Benjamin Renouf
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
- Université Paris Cité, Paris, France
| | - Delphine Loirat
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
| | - Pauline Vaflard
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
| | | | | | - Nawale Hajjaji
- Department of Breast Cancer Oncology, Centre Oscar Lambret, Lille, France
- Inserm, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Univ. Lille, Lille, France
| | - Sylvain Ladoire
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Sandrine Dabakuyo
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Anne Patsouris
- Department of Medical Oncology, Institut de Cancérologie de l'Ouest Pays de Loire, Angers & Nantes/Saint-Herblain, France
| | - Jean Sébastien Frenel
- Department of Medical Oncology, Institut de Cancérologie de l'Ouest Pays de Loire, Angers & Nantes/Saint-Herblain, France
| | - Vincent Nicolai
- Department of Medical Oncology, Institut Claudius Regaud-IUCT Oncopole, Toulouse, France
| | - Marie Alexandre
- Department of Medical Oncology, Institut du Cancer de Montpellier, Montpellier, France
| | - Nadine Dohollou
- Department of Medical Oncology, Polyclinique Bordeaux Nord Aquitaine, Bordeaux, France
| | - Julien Grenier
- Department of Medical Oncology, Institut Sainte-Catherine, Avignon, France
| | - Heloïse Bourien
- Department of Medical Oncology, Centre Eugène Marquis, Rennes, France
| | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris & Saint Cloud, France
- UVSQ, Université Paris-Saclay, Saint Cloud, France
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4
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Pasquier D, Bidaut L, Oprea-Lager DE, deSouza NM, Krug D, Collette L, Kunz W, Belkacemi Y, Bau MG, Caramella C, De Geus-Oei LF, De Caluwé A, Deroose C, Gheysens O, Herrmann K, Kindts I, Kontos M, Kümmel S, Linderholm B, Lopci E, Meattini I, Smeets A, Kaidar-Person O, Poortmans P, Tsoutsou P, Hajjaji N, Russell N, Senkus E, Talbot JN, Umutlu L, Vandecaveye V, Verhoeff JJC, van Oordt WMVDH, Zacho HD, Cardoso F, Fournier L, Van Duijnhoven F, Lecouvet FE. Designing clinical trials based on modern imaging and metastasis-directed treatments in patients with oligometastatic breast cancer: a consensus recommendation from the EORTC Imaging and Breast Cancer Groups. Lancet Oncol 2023; 24:e331-e343. [PMID: 37541279 DOI: 10.1016/s1470-2045(23)00286-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 06/06/2023] [Accepted: 06/09/2023] [Indexed: 08/06/2023]
Abstract
Breast cancer remains the most common cause of cancer death among women. Despite its considerable histological and molecular heterogeneity, those characteristics are not distinguished in most definitions of oligometastatic disease and clinical trials of oligometastatic breast cancer. After an exhaustive review of the literature covering all aspects of oligometastatic breast cancer, 35 experts from the European Organisation for Research and Treatment of Cancer Imaging and Breast Cancer Groups elaborated a Delphi questionnaire aimed at offering consensus recommendations, including oligometastatic breast cancer definition, optimal diagnostic pathways, and clinical trials required to evaluate the effect of diagnostic imaging strategies and metastasis-directed therapies. The main recommendations are the introduction of modern imaging methods in metastatic screening for an earlier diagnosis of oligometastatic breast cancer and the development of prospective trials also considering the histological and molecular complexity of breast cancer. Strategies for the randomisation of imaging methods and therapeutic approaches in different subsets of patients are also addressed.
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Affiliation(s)
- David Pasquier
- Academic Department of Radiation Oncology, Centre Oscar Lambret, Lille, France; University of Lille and CNRS, Centrale Lille, UMR 9189-CRIStAL, Lille, France.
| | - Luc Bidaut
- College of Science, University of Lincoln, Lincoln, UK
| | - Daniela Elena Oprea-Lager
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Nandita M deSouza
- The Institute of Cancer Research, London, UK; The Royal Marsden NHS Foundation Trust, Sutton, UK
| | - David Krug
- Department of Radiation Oncology, Universitaetsklinikum Schleswig-Holstein-Campus Kiel, Kiel, Germany
| | - Laurence Collette
- Former European Organisation for Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | - Wolfgang Kunz
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - Yazid Belkacemi
- AP-HP, Radiation Oncology Department, Henri Mondor University Hospital, Créteil, France; INSERM Unit 955 (-Bio), IMRB, University of Paris-Est (UPEC), Créteil, France
| | - Maria Grazia Bau
- Azienda Ospedaliera Città della Salute e della Scienza di Torino, Ospedale Sant'Anna, Turin, Italy
| | - Caroline Caramella
- Hôpital Marie Lannelongue, Groupe Hospitalier Paris Saint-Joseph, Paris, France
| | - Lioe-Fee De Geus-Oei
- Department of Radiology, Leiden University Medical Center, Leiden, Netherlands; Biomedical Photonic Imaging Group, University of Twente, Enschede, Netherlands; Department of Radiation Science and Technology, Delft University of Technology, Delft, Netherlands
| | - Alex De Caluwé
- Radiotherapy Department, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | | | - Olivier Gheysens
- Department of Nuclear Medicine, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, Institut du Cancer Roi Albert II, UCLouvain, Brussels, Belgium
| | - Ken Herrmann
- Department of Nuclear Medicine, University of Duisburg-Essen, Essen, Germany; German Cancer Consortium (DKTK), University Hospital Essen, Essen, Germany
| | - Isabelle Kindts
- Department of Radiation Oncology, Cancer Centre, General Hospital Groeninge, Kortrijk, Belgium
| | - Michalis Kontos
- National and Kapodistrian University of Athens, Athens, Greece
| | - Sherko Kümmel
- Breast Unit, Kliniken Essen-Mitte, Essen, Germany; Charité - Universitätsmedizin Berlin, Department of Gynecology with Breast Center, Berlin, Germany
| | - Barbro Linderholm
- Department of Oncolgy, Sahlgrenska University Hospital, Gothenburg, Sweden; Institution of Clinical Sciences, Department of Oncology, Sahlgrenska Academy at Gothenburg University, Gothenburg , Sweden
| | | | - Icro Meattini
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Florence, Italy; Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Orit Kaidar-Person
- Oncology Institute, Sheba Tel Hashomer, Ramat Gan, Israel; Tel-Aviv University, Tel-Aviv, Israel
| | - Philip Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | - Pelagia Tsoutsou
- Hôpitaux Universitaires de Genève, Site de Cluse-Roseraie, Geneva, Switzerland
| | - Nawale Hajjaji
- Medical Oncology Department, Centre Oscar Lambret, Lille, France; Laboratoire Protéomique, Réponse Inflammatoire, et Spectrométrie De Masse (PRISM), Inserm U1192, Lille, France
| | - Nicola Russell
- Department of Radiotherapy, The Netherlands Cancer Institute-Antoni Van Leeuwenhoekziekenhuis, Amsterdam, Netherlands
| | | | - Jean-Noël Talbot
- Institut National des Sciences et Techniques Nucléaires, CEA-Saclay, Paris, France
| | - Lale Umutlu
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
| | | | - Joost J C Verhoeff
- Department of Radiotherapy, University Medical Center Utrecht, Utrecht, Netherlands
| | | | - Helle D Zacho
- Department of Nuclear Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Centre, Champalimaud Foundation, Lisbon, Portugal
| | - Laure Fournier
- Université Paris Descartes Sorbonne Paris Cité, Assistance Publique-Hôpitaux de Paris, Hôpital Européen Georges Pompidou, Paris, France
| | - Frederieke Van Duijnhoven
- Department of Surgical Oncology, The Netherlands Cancer Institute-Antoni Van Leeuwenhoekziekenhuis, Amsterdam, Netherlands
| | - Frédéric E Lecouvet
- Department of Radiology, Institut de Recherche Expérimentale et Clinique (IREC), Cliniques Universitaires Saint-Luc, Institut du Cancer Roi Albert II, UCLouvain, Brussels, Belgium
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5
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Hequet D, Hajjaji N, Charafe‐Jauffret E, Boucrauta A, Dalenc F, Nicolai V, Lopez J, Tredan O, Deluche E, Fermeaux V, Tixier L, Cayre A, Menet E, Lerebours F, Rouzier R. Compliance to genomic test recommendations to guide adjuvant chemotherapy decision-making in the case of hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer, in real-life settings. Cancer Med 2023; 12:16889-16895. [PMID: 37409516 PMCID: PMC10501273 DOI: 10.1002/cam4.6315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/06/2023] [Accepted: 06/23/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Genomic tests are a useful tool for adjuvant chemotherapy decision-making in the case of hormone receptor-positive (HR+), and human epidermal growth factor receptor 2-negative (HER2-) breast cancer with intermediate prognostic factors. Real-life data on the use of tests can help identify the target population for testing. METHODS French multicentric study (8 centers) including patients, all candidates for adjuvant chemotherapy for HR-positive, HER2-negative early breast cancer. We describe the percentage of tests performed outside recommendations, according to the year of testing. We calculated a ratio defined as the number of tests required to avoid chemotherapy for one patient, and according to patient and cancer characteristics. We then performed a cost-saving analysis using medical cost data over a period of 1 year from diagnosis, calculated from a previous study. Finally, we calculated the threshold of the ratio (number of tests required to avoid chemotherapy for one patient) below which the use of genomic tests was cost-saving. RESULTS A total of 2331 patients underwent a Prosigna test. The ratio (performed test/avoided chemotherapy) was 2.8 [95% CI: 2.7-2.9] in the whole population. In the group following recommendations for test indication, the ratio was 2.3 [95% CI: 2.2-2.4]. In the case of non-abidance by recommendations, the ratio was 3 [95% CI: 2.8-3.2]. Chemotherapy was avoided in 841 patients (36%) following the results of the Prosigna test. The direct medical costs saved over 1 year of care were 3,878,798€ and 1,718,472€ in the group of patients following test recommendations. We calculated that the ratio (performed test/avoided chemotherapy) needed to be under 6.9 for testing to prove cost-saving. CONCLUSION The use of genomic testing proved cost-saving in this large multicentric real-life analysis, even in certain cases when the test was performed outside recommendations.
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Affiliation(s)
- D. Hequet
- Surgery DepartmentInstitut CurieSt. CloudFrance
- PSLSt. CloudU900INSERMFrance
| | - N. Hajjaji
- Breast Cancer DepartmentOscar Lambret Cancer CenterLilleFrance
- Laboratoire Protéomique, Réponse inflammatoire et Spectométrie de Masse (PRISM)University of LilleLilleU1192InsermFrance
| | | | - A. Boucrauta
- Department of BiopathologyInstitut Paoli CalmettesMarseilleFrance
| | - F. Dalenc
- Department of Medical OncologyInstitut universitaire du cancer‐oncopole, Institut Claudius‐RegaudToulouseFrance
| | - V. Nicolai
- Department of Medical OncologyInstitut universitaire du cancer‐oncopole, Institut Claudius‐RegaudToulouseFrance
| | - J. Lopez
- Department of BiopathologyHospices Civiles de LyonLyonFrance
| | - O. Tredan
- Department of Medical OncologyCentre Leon BerardLyonFrance
- Centre de Recherche en Cancerologie de LyonLyonUMR5286CNRSFrance
| | - E. Deluche
- Department of Medical OncologyCHULimogesFrance
| | | | - L. Tixier
- Department of BiopathologyCenter Jean PerrinClermont FerrandFrance
- University Clermont AuvergneClermont‐FerrandU1240INSERMFrance
| | - A. Cayre
- Department of BiopathologyCenter Jean PerrinClermont FerrandFrance
- University Clermont AuvergneClermont‐FerrandU1240INSERMFrance
| | - E. Menet
- Pathology DepartmentInstitut CurieSt. CloudFrance
| | - F. Lerebours
- Oncology DepartmentInstitut CurieSt. CloudFrance
| | - R. Rouzier
- Surgery DepartmentCentre François BaclesseCaenFrance
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6
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Raffo-Romero A, Aboulouard S, Bouchaert E, Rybicka A, Tierny D, Hajjaji N, Fournier I, Salzet M, Duhamel M. Establishment and characterization of canine mammary tumoroids for translational research. BMC Biol 2023; 21:23. [PMID: 36737789 PMCID: PMC9898911 DOI: 10.1186/s12915-023-01516-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 01/17/2023] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Cancer heterogeneity is a main obstacle for the development of effective therapies, as its replication in in vitro preclinical models is challenging. Around 96% of developed drugs are estimated to fail from discovery to the clinical trial phase probably because of the unsuitability and unreliability of current preclinical models (Front Pharmacol 9:6, 2018; Nat Rev Cancer 8: 147-56, 2008) in replicating the overall biology of tumors, for instance the tumor microenvironment. Breast cancer is the most frequent cancer among women causing the greatest number of cancer-related deaths. Breast cancer can typically be modeled in vitro through the use of tumoroids; however, current approaches using mouse tumoroids fail to reproduce crucial aspect of human breast cancer, while access to human cells is limited and the focus of ethical concerns. New models of breast cancer, such as companion dogs, have emerged given the resemblance of developed spontaneous mammary tumors to human breast cancer in many clinical and molecular aspects; however, they have so far failed to replicate the tumor microenvironment. The present work aimed at developing a robust canine mammary tumor model in the form of tumoroids which recapitulate the tumor diversity and heterogeneity. RESULTS We conducted a complete characterization of canine mammary tumoroids through histologic, molecular, and proteomic analysis, demonstrating their strong similarity to the primary tumor. We demonstrated that these tumoroids can be used as a drug screening model. In fact, we showed that paclitaxel, a human chemotherapeutic, could kill canine tumoroids with the same efficacy as human tumoroids with 0.1 to 1 μM of drug needed to kill 50% of the cells. Due to easy tissue availability, canine tumoroids can be produced at larger scale and cryopreserved to constitute a biobank. We have demonstrated that cryopreserved tumoroids keep the same histologic and molecular features (ER, PR, and HER2 expression) as fresh tumoroids. Furthermore, two cryopreservation techniques were compared from a proteomic point of view which showed that tumoroids made from frozen material allowed to maintain the same molecular diversity as from freshly dissociated tumor. CONCLUSIONS These findings revealed that canine mammary tumoroids can be easily generated and may provide an adequate and more reliable preclinical model to investigate tumorigenesis mechanisms and develop new treatments for both veterinary and human medicine.
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Affiliation(s)
- Antonella Raffo-Romero
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France
| | - Soulaimane Aboulouard
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France
| | - Emmanuel Bouchaert
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France ,grid.487385.50000 0004 1789 0046OCR (Oncovet Clinical Research), Parc Eurasanté Lille Métropole, 80 Rue du Dr Yersin, 59120 Loos, France
| | - Agata Rybicka
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France ,grid.487385.50000 0004 1789 0046OCR (Oncovet Clinical Research), Parc Eurasanté Lille Métropole, 80 Rue du Dr Yersin, 59120 Loos, France
| | - Dominique Tierny
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France ,grid.487385.50000 0004 1789 0046OCR (Oncovet Clinical Research), Parc Eurasanté Lille Métropole, 80 Rue du Dr Yersin, 59120 Loos, France
| | - Nawale Hajjaji
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France ,grid.452351.40000 0001 0131 6312Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Isabelle Fournier
- grid.410463.40000 0004 0471 8845Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France ,grid.440891.00000 0001 1931 4817Institut Universitaire de France, Paris, France
| | - Michel Salzet
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France. .,Institut Universitaire de France, Paris, France.
| | - Marie Duhamel
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire Et Spectrométrie de Masse (PRISM), Lille, France.
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7
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Laurent G, Craynest F, Thobois M, Hajjaji N. Automatic Classification of Tumor Response From Radiology Reports With Rule-Based Natural Language Processing Integrated Into the Clinical Oncology Workflow. JCO Clin Cancer Inform 2023; 7:e2200139. [PMID: 36780606 DOI: 10.1200/cci.22.00139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023] Open
Abstract
PURPOSE Imaging reports in oncology provide critical information about the disease evolution that should be timely shared to tailor the clinical decision making and care coordination of patients with advanced cancer. However, tumor response stays unstructured in free-text and underexploited. Natural language processing (NLP) methods can help provide this critical information into the electronic health records (EHR) in real time to assist health care workers. METHODS A rule-based algorithm was developed using SAS tools to automatically extract and categorize tumor response within progression or no progression categories. 2,970 magnetic resonance imaging, computed tomography scan, and positron emission tomography French reports were extracted from the EHR of a large comprehensive cancer center to build a 2,637-document training set and a 603-document validation set. The model was also tested on 189 imaging reports from 46 different radiology centers. A tumor dashboard was created in the EHR using the Timeline tool of the vis.js javascript library. RESULTS An NLP methodology was applied to create an ontology of radiographic terms defining tumor response, mapping text to five main concepts, and application decision rules on the basis of clinical practice RECIST guidelines. The model achieved an overall accuracy of 0.88 (ranging from 0.87 to 0.94), with similar performance on both progression and no progression classification. The overall accuracy was 0.82 on reports from different radiology centers. Data were visualized and organized in a dynamic tumor response timeline. This tool was deployed successfully at our institution both retrospectively and prospectively as part of an automatic pipeline to screen reports and classify tumor response in real time for all metastatic patients. CONCLUSION Our approach provides an NLP-based framework to structure and classify tumor response from the EHR and integrate tumor response classification into the clinical oncology workflow.
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Affiliation(s)
- Gery Laurent
- Department of Information Systems, Oscar Lambret Cancer Center, Lille, France
| | - Franck Craynest
- Department of Information Systems, Oscar Lambret Cancer Center, Lille, France
| | - Maxime Thobois
- Department of Information Systems, Oscar Lambret Cancer Center, Lille, France
| | - Nawale Hajjaji
- Department of Medical Oncology, Oscar Lambret Cancer Center, Lille, France.,Inserm, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), University of Lille, Lille, France
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8
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Andre F, Filleron T, Kamal M, Mosele F, Arnedos M, Dalenc F, Sablin MP, Campone M, Bonnefoi H, Lefeuvre-Plesse C, Jacot W, Coussy F, Ferrero JM, Emile G, Mouret-Reynier MA, Thery JC, Isambert N, Mege A, Barthelemy P, You B, Hajjaji N, Lacroix L, Rouleau E, Tran-Dien A, Boyault S, Attignon V, Gestraud P, Servant N, Le Tourneau C, Cherif LL, Soubeyran I, Montemurro F, Morel A, Lusque A, Jimenez M, Jacquet A, Gonçalves A, Bachelot T, Bieche I. Genomics to select treatment for patients with metastatic breast cancer. Nature 2022; 610:343-348. [PMID: 36071165 DOI: 10.1038/s41586-022-05068-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 07/03/2022] [Indexed: 01/04/2023]
Abstract
Cancer progression is driven in part by genomic alterations1. The genomic characterization of cancers has shown interpatient heterogeneity regarding driver alterations2, leading to the concept that generation of genomic profiling in patients with cancer could allow the selection of effective therapies3,4. Although DNA sequencing has been implemented in practice, it remains unclear how to use its results. A total of 1,462 patients with HER2-non-overexpressing metastatic breast cancer were enroled to receive genomic profiling in the SAFIR02-BREAST trial. Two hundred and thirty-eight of these patients were randomized in two trials (nos. NCT02299999 and NCT03386162) comparing the efficacy of maintenance treatment5 with a targeted therapy matched to genomic alteration. Targeted therapies matched to genomics improves progression-free survival when genomic alterations are classified as level I/II according to the ESMO Scale for Clinical Actionability of Molecular Targets (ESCAT)6 (adjusted hazards ratio (HR): 0.41, 90% confidence interval (CI): 0.27-0.61, P < 0.001), but not when alterations are unselected using ESCAT (adjusted HR: 0.77, 95% CI: 0.56-1.06, P = 0.109). No improvement in progression-free survival was observed in the targeted therapies arm (unadjusted HR: 1.15, 95% CI: 0.76-1.75) for patients presenting with ESCAT alteration beyond level I/II. Patients with germline BRCA1/2 mutations (n = 49) derived high benefit from olaparib (gBRCA1: HR = 0.36, 90% CI: 0.14-0.89; gBRCA2: HR = 0.37, 90% CI: 0.17-0.78). This trial provides evidence that the treatment decision led by genomics should be driven by a framework of target actionability in patients with metastatic breast cancer.
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Affiliation(s)
- Fabrice Andre
- Department of Medical Oncology, Gustave Roussy, Villejuif, France. .,INSERM U981, Gustave Roussy, Villejuif, France. .,PRISM Center for personalized medicine, Gustave Roussy, Villejuif, France. .,Medical School, Université Paris Saclay, Kremlin Bicetre, France.
| | - Thomas Filleron
- Department of Biostatistics, Institut Claudius Regaud, IUCT oncopole, Toulouse, France
| | - Maud Kamal
- Department of Drug Development and Innovation, Institut Curie, Saint Cloud, France
| | | | - Monica Arnedos
- Department of Medical Oncology, Gustave Roussy, Villejuif, France
| | - Florence Dalenc
- Department of Medical Oncology, Institut Claudius-Regaud IUCT oncopole and University of Paul Sabatier, Toulouse, France
| | - Marie-Paule Sablin
- Department of Drug Development and Innovation, Institut Curie, Saint Cloud, France.,Department of Medical Oncology, Institut Curie, Paris, France
| | - Mario Campone
- Institut de Cancérologie de l'Ouest - René Gauducheau, Saint Herblain, University of Angers, Angers, France
| | - Hervé Bonnefoi
- Department of Medical Oncology, Institut Bergonié INSERM U1218 and Université of Bordeaux, Bordeaux, France
| | | | - William Jacot
- Department of Medical Oncology, Institut du Cancer de Montpellier, Institut de Recherche en Cancérologie de Montpellier INSERM U1194 and Montpellier University, Montpellier, France
| | - Florence Coussy
- Department of Medical Oncology, Institut Curie, Saint-Cloud, France
| | - Jean-Marc Ferrero
- Department of Medical Oncology, Centre Antoine Lacassagne, University Côte d'Azur, Nice, France
| | - George Emile
- Department of Medical Oncology, Centre François Baclesse, Caen, France
| | | | - Jean-Christophe Thery
- Department of Medical Oncology, Centre Hennri Becquerel, University of Medicine of Rouen, Rouen, France
| | - Nicolas Isambert
- Department of Medical Oncology, Centre Georges François Leclerc, Dijon, France
| | - Alice Mege
- Institut Sainte Catherine, Avignon, France
| | | | - Benoit You
- Department of Medical Oncology, Institut de Cancérologie des Hospices Civils de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Nawale Hajjaji
- Department of Medical Oncology, Centre Oscar Lambret INSERM U1192 PRISM Laboratory and University of Lille, Lille, France
| | - Ludovic Lacroix
- Cancer Genetics Laboratory, Department of Pathology and Medical Biology, Gustave Roussy, Villejuif, France
| | - Etienne Rouleau
- Cancer Genetics Laboratory, Department of Pathology and Medical Biology, Gustave Roussy, Villejuif, France
| | - Alicia Tran-Dien
- INSERM U981, Gustave Roussy, Villejuif, France.,PRISM Center for personalized medicine, Gustave Roussy, Villejuif, France.,Bioinformatic Core Facility, UMS AMMICA, Gustave Roussy, Villejuif, France
| | - Sandrine Boyault
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Valery Attignon
- Department of Translational Research and Innovation, Centre Léon Bérard, Lyon, France
| | - Pierre Gestraud
- Bioinformatics and Computational Systems Biology of Cancer, PSL Research University, Mines Paris Tech, INSERM U900, Paris, France
| | - Nicolas Servant
- Bioinformatics and Computational Systems Biology of Cancer, PSL Research University, Mines Paris Tech, INSERM U900, Paris, France
| | | | - Linda Larbi Cherif
- Department of Drug Development and Innovation, Institut Curie, Saint Cloud, France
| | - Isabelle Soubeyran
- Unit of Molecular Pathology - Department of Biopathology, Institut Bergonié, Bordeaux, France
| | | | - Alain Morel
- Department of Innate Immunity and Immunotherapy, Institut de Cancérologie de l'Ouest - Centre Paul Papin, Angers, France
| | - Amelie Lusque
- Department of Biostatistics, Institut Claudius Regaud, IUCT oncopole, Toulouse, France
| | | | | | - Anthony Gonçalves
- Department of Medical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Thomas Bachelot
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Ivan Bieche
- Department of Genetics, Institut Curie, INSERM U1016, Université Paris Cité, Paris, France
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9
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Hajjaji N, Lepoutre K, Lakhdar S, Bécourt S, Bellier C, Kaczmarek E, Broyelle A, Giscard S, Lartigau E. 16 Months Follow Up of Patients’ Behavior and Mild COVID-19 Patterns in a Large Cohort of Cancer Patients During the Pandemic. Front Oncol 2022; 12:901426. [PMID: 35747798 PMCID: PMC9209649 DOI: 10.3389/fonc.2022.901426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/16/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Acute severe forms of COVID-19 infection are more likely in cancer patients and growing attention has been given to the persistent symptoms of the disease after severe COVID-19. However, mild illness is the dominant clinical presentation of COVID-19 infection. To investigate patients’ behavior and the short- and longer-term pattern of the disease in cancer patients with mild COVID infection, a longitudinal online survey was conducted for 16 months during the pandemic in a large cohort of cancer patients from a French COVID-19 hot spot. An online questionnaire was administered at three time points between the first wave of the pandemic in France and the fourth wave. The questionnaire was completed by 1415 to 2224 patients, which queried patients’ demographics, their behavior, and COVID infection patterns. Seventy percent of the patients were female, and 40% had a comorbid condition. More than one-third of the participants had breast cancer, and half were survivors. The rate of infection was 30% during wave 1 and 10% in wave 4; most patients had a mild COVID-19 infection. Twenty-five percent of infected patients during wave 4 did not seek medical advice. At wave 4, 87% of the patients received at least one dose of vaccine. Systematic compliance to shielding measures decreased over time. The short-term pattern of mild COVID changed between wave 1 and wave 4. Twenty-two percent of infected patients experienced persistent signs for more than 6 months with a negative impact on sleep, social behavior, and increased consumption of stress-relieving drugs. Our results showed a high prevalence of long-lasting symptoms in cancer patients with mild COVID-19 infection and inadequate behavior toward the disease and prevention measures among patients.
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Affiliation(s)
- Nawale Hajjaji
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
- Inserm, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Univ. Lille, Lille, France
- *Correspondence: Nawale Hajjaji,
| | | | - Sarra Lakhdar
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
| | - Stéphanie Bécourt
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
| | - Charlotte Bellier
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
| | - Emilie Kaczmarek
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
| | - Antonin Broyelle
- Medical Oncology department, Oscar Lambret Cancer Center, Lille, France
| | | | - Eric Lartigau
- Radiotherapy department, Oscar Lambret Cancer Center, Lille, France
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10
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Petit T, Hajjaji N, Antoine EC, Benderra MA, Gozy M, Foa C, Mouysset JL, Grenier J, Mousseau M, Mailliez A, Saghatchian M, Lachaier E, Desmoulins I, Hennequin A, Maes P, Loirat D, Ricci F, Diéras V, Berton D, Tiong FL, Teixeira L, Dohollou N, Lévy C, Bachelot T, Pierga JY. Abstract P2-13-26: Trastuzumab deruxtecan in previously treated HER2-positive metastatic or unresectable breast cancer (BC): First real-life data from the cohort temporary authorization for use (cATU) program in France. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p2-13-26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background Trastuzumab deruxtecan (T-DXd) is an antibody-drug conjugate (ADC) composed of an HER2-directed antibody and a topoisomerase I inhibitor covalently linked via a tetrapeptide-based cleavable linker. In DESTINY-Breast01, tolerability and efficacy of T-DXd including overall response rate, progression-free survival, duration of response and overall survival have been demonstrated for HER2-positive metastatic and/or unresectable BC in patients (pts) relapsing after 2 or more anti-HER2-based regimens. In France, rapid and fair access to innovative drugs outside clinical trials, prior to their marketing authorization in a given indication, is granted by the French Health Agency, ANSM (Agence Nationale de Sécurité du Médicament et des Produits de Santé), through cATU program. Here we report first real world evidence data from cATU program in HER2+ BC pts treated with T-DXd. Methods T-DXd 5.4mg/kg was given intravenously in monotherapy every 3 weeks in HER2-positive metastatic and/or unresectable BC pts who had previously received at least 2 lines of anti-HER2 regimens in the metastatic setting. Eligible pts needed to have normal neutrophil count and no left ventricular dysfunction. Pts with active or history of interstitial lung disease (ILD), pneumonitis, severe pulmonary disease were excluded. Clinical, biological and safety data were collected until the end of cATU, as well as treatment response according to RECIST 1.1., dose modification, treatment interruption and discontinuation. Analysis was performed on March 31th, 2021 on the basis of available collected data. Results From September 30th, 2020 to March 31th, 2021, 155 centers requested at least one ATU for a total of 539 adult pts; 468 requests were accepted and 71 were refused as they did not meet eligibility criteria. T-DXd was received by 459 pts with the following characteristics: 99.1% were women, median age was 58 years, 90.4% had a ECOG score of 0-1, 98.9% had initial HER2-positive BC (IHC 3+ or IHC 2+/ISH+), 67% were hormone receptor positive. The main sites of metastases were bones (57.3%), lymph nodes (51.6%), lungs (36.2%), liver (33.1%), brain (28.1%) and cutaneous/subcutaneous (13.9%). Median time between initial diagnosis of primary BC and inclusion was 6.6 years (range: 6.6 months - 33.9 years). 81.7% of pts had previously received radiotherapy and 76.5% underwent surgery. The median number of prior cancer regimens in the metastatic setting was 4 (range: 2-22). 21.1% received 2 prior lines of metastatic treatments, 19.6% received 3 lines and 59.3% received 4 lines or more. 94.8% pts received prior trastuzumab emtansine, and 79.3% had prior pertuzumab. During follow-up, data on tumor assessment were available for 160 pts. Of these, 56.7% had complete or partial response and 12.1% had progression. Of the 459 treated pts, 97 pts (21.1%) experienced ≥ 1 Adverse Drug Reaction (ADR) including 41 pts (8.9%) with ≥ 1 serious ADR. Most frequent ADRs were related to gastrointestinal toxicity (35.4%). During cATU, 17 cases (3.7%) with ILD or considered as ILD were reported but no cases had a fatal outcome (only grade 1 or 2 when reported by physicians). 13 fatal cases were reported (no drug-related deaths, attributed by physician). ADRs leading to T-DXd discontinuation were reported in 4 pts (0.9%). Dose reductions were reported in 17 pts (3.7%) and 21 pts (4.6%) had temporary interruptions. Conclusions We report here the first real world data from the French cATU in HER2-positive BC pts treated by T-DXd. The enrolment of 468 pts in 6 months illustrated the unmet medical need for this population. T-DXd had antitumor activity with a similar response rate to that reported in previous clinical studies. T-DXd was well tolerated and no new safety signals were observed.
Citation Format: Thierry Petit, Nawale Hajjaji, Eric-Charles Antoine, Marc-Antoine Benderra, Michel Gozy, Cyril Foa, Jean-Loup Mouysset, Julien Grenier, Mireille Mousseau, Audrey Mailliez, Mahasti Saghatchian, Emma Lachaier, Isabelle Desmoulins, Audrey Hennequin, Patricia Maes, Delphine Loirat, Francesco Ricci, Véronique Diéras, Dominique Berton, Florence Lai Tiong, Luis Teixeira, Nadine Dohollou, Christelle Lévy, Thomas Bachelot, Jean-Yves Pierga. Trastuzumab deruxtecan in previously treated HER2-positive metastatic or unresectable breast cancer (BC): First real-life data from the cohort temporary authorization for use (cATU) program in France [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P2-13-26.
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Affiliation(s)
- Thierry Petit
- Département d’Oncologie Médicale, Centre Paul Strauss, Strasbourg, France
| | - Nawale Hajjaji
- Département de Cancérologie Sénologique, Centre Oscar Lambret, Lille, France
| | | | | | - Michel Gozy
- Département de Radiothérapie-Oncologie, Clinique de l’Europe, Amiens, France
| | - Cyril Foa
- Département d’Oncologie Médicale, Hôpital Saint-Joseph, Marseille, France
| | - Jean-Loup Mouysset
- Département de Cancérologie, Hôpital Privé de Provence, Aix-en-Provence, France
| | - Julien Grenier
- Unité Oncologie Sein-Gynécologie, Institut Sainte-Catherine, Avignon, France
| | | | - Audrey Mailliez
- Département de Cancérologie Sénologique, Centre Oscar Lambret, Lille, France
| | - Mahasti Saghatchian
- Département d’Oncologie Médicale, Hôpital Américain de Paris, Neuilly-sur-Seine, France
| | - Emma Lachaier
- Département d’Oncologie Médicale, CHU Amiens, Amiens, France
| | - Isabelle Desmoulins
- Département d’Oncologie Médicale, Centre Georges François Leclerc, Dijon, France
| | - Audrey Hennequin
- Département d’Oncologie Médicale, Centre Georges François Leclerc, Dijon, France
| | - Patricia Maes
- Département d’Oncologie, Hôpital Privé Le Bois, Lille, France
| | - Delphine Loirat
- Département d’Oncologie Médicale, Institut Curie, Paris, France
| | - Francesco Ricci
- Département d’Oncologie Médicale, Institut Curie, Paris, France
| | - Véronique Diéras
- Département d’Oncologie Médicale, Centre Eugène Marquis, Rennes, France
| | - Dominique Berton
- Département d’Oncologie Médicale, Institut de Cancérologie de l’Ouest, Saint-Herblain, France
| | | | - Luis Teixeira
- Breast Disease Unit, APHP, Hôpital Saint-Louis, Pathophysiology of Breast Cancer Team, Université de Paris, INSERM U976, HIPI, Paris, France
| | - Nadine Dohollou
- Service d’Oncologie Médicale, Polyclinique Bordeaux Nord Aquitaine, Bordeaux, France
| | - Christelle Lévy
- Département d’Oncologie Médicale, Centre François Baclesse, Caen, France
| | - Thomas Bachelot
- Département d’Oncologie Médicale, Centre Léon Bérard, Lyon, France
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Hajjaji N, Aboulouard S, Cardon T, Bertin D, Robin YM, Fournier I, Salzet M. Path to Clonal Theranostics in Luminal Breast Cancers. Front Oncol 2022; 11:802177. [PMID: 35096604 PMCID: PMC8793283 DOI: 10.3389/fonc.2021.802177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 12/06/2021] [Indexed: 12/18/2022] Open
Abstract
Integrating tumor heterogeneity in the drug discovery process is a key challenge to tackle breast cancer resistance. Identifying protein targets for functionally distinct tumor clones is particularly important to tailor therapy to the heterogeneous tumor subpopulations and achieve clonal theranostics. For this purpose, we performed an unsupervised, label-free, spatially resolved shotgun proteomics guided by MALDI mass spectrometry imaging (MSI) on 124 selected tumor clonal areas from early luminal breast cancers, tumor stroma, and breast cancer metastases. 2868 proteins were identified. The main protein classes found in the clonal proteome dataset were enzymes, cytoskeletal proteins, membrane-traffic, translational or scaffold proteins, or transporters. As a comparison, gene-specific transcriptional regulators, chromatin related proteins or transmembrane signal receptor were more abundant in the TCGA dataset. Moreover, 26 mutated proteins have been identified. Similarly, expanding the search to alternative proteins databases retrieved 126 alternative proteins in the clonal proteome dataset. Most of these alternative proteins were coded mainly from non-coding RNA. To fully understand the molecular information brought by our approach and its relevance to drug target discovery, the clonal proteomic dataset was further compared to the TCGA breast cancer database and two transcriptomic panels, BC360 (nanoString®) and CDx (Foundation One®). We retrieved 139 pathways in the clonal proteome dataset. Only 55% of these pathways were also present in the TCGA dataset, 68% in BC360 and 50% in CDx. Seven of these pathways have been suggested as candidate for drug targeting, 22 have been associated with breast cancer in experimental or clinical reports, the remaining 19 pathways have been understudied in breast cancer. Among the anticancer drugs, 35 drugs matched uniquely with the clonal proteome dataset, with only 7 of them already approved in breast cancer. The number of target and drug interactions with non-anticancer drugs (such as agents targeting the cardiovascular system, metabolism, the musculoskeletal or the nervous systems) was higher in the clonal proteome dataset (540 interactions) compared to TCGA (83 interactions), BC360 (419 interactions), or CDx (172 interactions). Many of the protein targets identified and drugs screened were clinically relevant to breast cancer and are in clinical trials. Thus, we described the non-redundant knowledge brought by this clone-tailored approach compared to TCGA or transcriptomic panels, the targetable proteins identified in the clonal proteome dataset, and the potential of this approach for drug discovery and repurposing through drug interactions with antineoplastic agents and non-anticancer drugs.
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Affiliation(s)
- Nawale Hajjaji
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Soulaimane Aboulouard
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Tristan Cardon
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Delphine Bertin
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Yves-Marie Robin
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Isabelle Fournier
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut universitaire de France, Paris, France
| | - Michel Salzet
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut universitaire de France, Paris, France
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Rose M, Cardon T, Aboulouard S, Hajjaji N, Kobeissy F, Duhamel M, Fournier I, Salzet M. Surfaceome Proteomic of Glioblastoma Revealed Potential Targets for Immunotherapy. Front Immunol 2021; 12:746168. [PMID: 34646273 PMCID: PMC8503648 DOI: 10.3389/fimmu.2021.746168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 09/08/2021] [Indexed: 12/21/2022] Open
Abstract
Glioblastoma (GBM) is the most common and devastating malignant brain tumor in adults. The mortality rate is very high despite different treatments. New therapeutic targets are therefore highly needed. Cell-surface proteins represent attractive targets due to their accessibility, their involvement in essential signaling pathways, and their dysregulated expression in cancer. Moreover, they are potential targets for CAR-based immunotherapy or mRNA vaccine strategies. In this context, we investigated the GBM-associated surfaceome by comparing it to astrocytes cell line surfaceome to identify new specific targets for GBM. For this purpose, biotinylation of cell surface proteins has been carried out in GBM and astrocytes cell lines. Biotinylated proteins were purified on streptavidin beads and analyzed by shotgun proteomics. Cell surface proteins were identified with Cell Surface Proteins Atlas (CSPA) and Gene Ontology enrichment. Among all the surface proteins identified in the different cell lines we have confirmed the expression of 66 of these in patient’s glioblastoma using spatial proteomic guided by MALDI-mass spectrometry. Moreover, 87 surface proteins overexpressed or exclusive in GBM cell lines have been identified. Among these, we found 11 specific potential targets for GBM including 5 mutated proteins such as RELL1, CYBA, EGFR, and MHC I proteins. Matching with drugs and clinical trials databases revealed that 7 proteins were druggable and under evaluation, 3 proteins have no known drug interaction yet and none of them are the mutated form of the identified proteins. Taken together, we discovered potential targets for immune therapy strategies in GBM.
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Affiliation(s)
- Mélanie Rose
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Tristan Cardon
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Soulaimane Aboulouard
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Nawale Hajjaji
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Firas Kobeissy
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Marie Duhamel
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Isabelle Fournier
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut Universitaire de France, Paris, France
| | - Michel Salzet
- Université Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut Universitaire de France, Paris, France
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Hajjaji N. 178P Age-related mutational landscape of luminal breast cancers. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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14
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Hequet D, Rouzier R, Lerebours F, Menet E, Dalenc F, Nicolai V, Hajjaji N, Lavau-Denes S, Fermeaux V, Texier L, Cayre A, Jauffret EC, Boucrauta A, Tredan O, Lopez J. 175P Prosigna test for early breast cancer patients in real-life. Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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15
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Hajjaji N, Aboulouard S, Bertin D, Robin YM, Fournier I, Salzet M. Abstract PS18-36: Proteomic profiling of specific tumor clones using spatially resolved mass spectrometry technologies for precision oncology. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps18-36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Breast cancer (BC) remains a leading cause of cancer-related death among women worldwide. The complexity of this disease, especially its heterogeneity, have prevented its eradication and driven resistance to treatments. To reach precision oncology to eradicate BC, therapy needs to be specific to each tumor clone. Yielding enough molecular information from tumor clones to identify new drug targets represents a technical challenge due to sample size limitation or loss of spatial resolution. Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry combined with microproteomics enables a spatially-resolved unlabeled tumor imaging of its protein distribution, thus revealing proteomic clones. Our aims were to analyze the clonal proteome of luminal breast cancers, and explore its potential to expand new drug target discovery and drug repurposing.
Methods
A retrospective study at the Comprehensive Cancer Centre Oscar Lambret (Lille, France) was conducted to analyze 76 FFPE luminal HER2 negative tumors: 52 primary tumors from patients with early BC and 24 BC metastases. Patients gave their informed consent and the study was approved by the local institutional review board. MALDI mass spectrometry imaging and spatially-resolved on-tissue shotgun microproteomics were performed on FFPE slides of tumor tissue to determine the proteomic profile of selected clones using nanoLC-MS & MS/MS. Protein identification was performed using MaxQuant software against the Uniprot database. Functional annotation and characterization of the identified proteins were performed using Panther software. Candidate druggable targets were searched using DrugCentral druggable genome database, and their druggability level was assessed using the classification by the Illuminating the Druggable Genome Knowledge Management Center. The clonal proteome dataset was compared to publically available TCGA, BC360, and CDx datasets.
Results
The clonal proteome analysis identified a total of 2868 different proteins; 780 proteins were found in more than 50% of the patients. Panther analysis showed that 22% of the proteins were classified as enzymes, 15% were related to DNA processes, 6% were structural proteins, and less than 2% were related to immunity. Panther identified 139 pathways in the clonal proteome dataset. The clonal proteome analysis yielded the highest number of pathways compared to TCGA, BC360, and CDx datasets. 41 pathways (mainly metabolic pathways) were exclusive to the clonal proteome dataset. 1495 proteins of this dataset had an entry and were druggable in DrugCentral database, with 52% of them with known mechanisms of action and drug interaction. The main target classes were enzymes (60%), kinases (23%) and transporters (7%), whereas kinases were dominant in TCGA, BC360, and CDx datasets (46% to 77%). To explore the clonal proteome potential for repurposing anticancer drugs in luminal breast cancers, protein targets matching approved antineoplastic agents were searched using DrugCentral database. 97 approved anticancer drugs were identified, mostly chemotherapy (33%) or protein kinase inhibitors (28%), of whom only 17 were approved for breast cancer treatment. Compared to publically available TCGA, BC360, and CDx datasets, the clonal proteome analysis yielded the highest number of drug target candidate.
Conclusion
Mass spectrometry-based analysis of BC proteomic clones provides the technological means to access large functional molecular information at a clonal level to develop clone specific strategies for drug target discovery and drug repurposing in BC.
Citation Format: Nawale Hajjaji, Soulaimane Aboulouard, Delphine Bertin, Yves Marie Robin, Isabelle Fournier, Michel Salzet. Proteomic profiling of specific tumor clones using spatially resolved mass spectrometry technologies for precision oncology [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS18-36.
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Affiliation(s)
| | | | | | | | | | - Michel Salzet
- 2PRISM Laboratory Inserm U1192, University of Lille, Lille, France
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Hajjaji N, Lakhdar S, Kaczmarek E, Bellier C, Bécourt S, Broyelle A, Girard E, Giscard S, Lartigau E. 1708P Online survey on SARS-CoV-2 infections in cancer patients during a nationwide lockdown in France. Ann Oncol 2020. [PMCID: PMC7506442 DOI: 10.1016/j.annonc.2020.08.1772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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17
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Damej M, Chebabe D, Abbout S, Erramli H, Oubair A, Hajjaji N. Corrosion inhibition of brass 60Cu-40Zn in 3% NaCl solution by 3-amino-1, 2, 4-triazole-5-thiol. Heliyon 2020; 6:e04026. [PMID: 32529064 PMCID: PMC7283155 DOI: 10.1016/j.heliyon.2020.e04026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 01/29/2020] [Accepted: 05/15/2020] [Indexed: 11/29/2022] Open
Abstract
In this article, we tested a new organic molecule used as a corrosion inhibitor of the 60Cu–40Zn alloy in an aqueous solution similar to sea water 3% NaCl namely 3-amino-1,2,4-triazole-5-thiol (ATT) using stationary and transient electrochemical methods (polarization curves and electrochemical impedance spectroscopy (EIS)). In addition, the metal surface analysis was performed by the scanning electron microscopy (SEM) coupled with the X-ray dispersion energy (EDX) in the absence and in the presence of the inhibitor tested. Analysis of the polarization curves reveals that the ATT acts as a mixed inhibitor, while the inhibition efficiency reaches a value of 97% for a concentration of 1mM of ATT, these results are confirmed by the EIS techniques, indicating that the value of the charge transfer resistance increases with increasing of ATT concentrations, consequently the inhibitory efficiency increases and reaches a maximum value of 99% in the presence of 1mM of ATT. the influence of the immersion time shows that the corrosion inhibition of the brass 60Cu–40Zn improves with the increase of the immersion time and that the molecule adsorbs chemically and follows the Langmuir isotherm. SEM/EDS study confirms the presence of protective film on the Brass surface.
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Affiliation(s)
- M Damej
- Laboratory of Materials, Electrochemistry and Environment, Team of Corrosion, Protection and Environment, Department of Chemistry, Faculty of Sciences, Ibn Tofail University, BP 133, 14000 Kenitra, Morocco
| | - D Chebabe
- Laboratory of Natural Substances & Synthesis and Molecular Dynamic, Faculty of Sciences and Techniques, Moulay Ismail University of Meknes, BP 509, Boutalamine, 52000 Errachidia, Morocco
| | - S Abbout
- Laboratory of Materials, Electrochemistry and Environment, Team of Corrosion, Protection and Environment, Department of Chemistry, Faculty of Sciences, Ibn Tofail University, BP 133, 14000 Kenitra, Morocco
| | - H Erramli
- Laboratory of Materials, Electrochemistry and Environment, Team of Corrosion, Protection and Environment, Department of Chemistry, Faculty of Sciences, Ibn Tofail University, BP 133, 14000 Kenitra, Morocco
| | - A Oubair
- Laboratory of Natural Substances & Synthesis and Molecular Dynamic, Faculty of Sciences and Techniques, Moulay Ismail University of Meknes, BP 509, Boutalamine, 52000 Errachidia, Morocco
| | - N Hajjaji
- Laboratory of Materials, Electrochemistry and Environment, Team of Corrosion, Protection and Environment, Department of Chemistry, Faculty of Sciences, Ibn Tofail University, BP 133, 14000 Kenitra, Morocco
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Hajjaji N, Abbouchi M, Nguyen LA, Charles S, Leclercq S, Bertin D, Robin YM, Fournier I, Salzet M. A novel proteomic mass spectrometry-based approach to reveal functionally heterogeneous tumor clones in breast cancer metastases and identify clone-specific drug targets. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.e13063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e13063 Background: Breast cancer mortality is expected to rise by almost 30% by 2030 worldwide, mainly due to the occurrence of distant metastases. The development of drugs specifically targeted at tumor drivers has not yet curbed resistance to treatment, which prevents metastases curability. There is a need for new molecular approaches to tackle metastases complex biology, particularly tumor heterogeneity, a main determinant of resistance. The aim of this study was to use a proteomic mass spectrometry-based approach to reveal functionally heterogeneous’ tumor subpopulations in breast cancer metastases, and identify clone specific drug targets. Methods: Metastasis biopsies (n = 21) were collected retrospectively from patients with advanced breast cancer treated at Oscar Lambret Cancer Center (Lille, France). Tumor heterogeneity was analyzed directly on FFPE tissue sections using MALDI mass spectrometry imaging (MSI) on a RapifleX Tissuetyper. Unsupervised spatial segmentation was performed to reveal tumor subpopulations with distinct proteomic profiles within each metastasis. The full proteomic characterization of these tumor clones was further performed with spatially resolved proteomic mass spectrometry. Results: MSI revealed that breast cancer metastases contained 2 to 5 functionally distinct tumor clones (proteomic clones). Although the clone profiles within a metastasis were correlated, unsupervised hierarchical clustering showed a clear distinction between them and specific proteomic signatures. Enrichment analysis showed that differentially expressed proteins were involved in a variety of biological processes or pathways including regulation of histone acetylation, extracellular matrix degradation, DNA repair, NOTCH pathway, estrogen-responsive target genes or exocytosis. The evolution of the proteomic clones profile during disease progression was also determined by comparison of paired biopsies. To identify the candidate treatments best fitted to metastasis heterogeneity, the specific proteomic signatures of the clones were matched against a druggable genome database. It was possible to unveil candidate drug targets personalized to each metastasis functional clone. Conclusions: MALDI mass spectrometry imaging combined with spatially resolved proteomics has the potential to tackle breast cancer metastases heterogeneity, and identify candidate drug targets specific to functional clones to personalize treatments.
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Affiliation(s)
| | - Mira Abbouchi
- PRISM Laboratory Inserm U1192 University of Lille, Lille, France
| | | | - Samuel Charles
- PRISM Laboratory Inserm U1192 University of Lille, Lille, France
| | - Sarah Leclercq
- PRISM Laboratory Inserm U1192 University of Lille, Lille, France
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Abstract
Background: Multigene signatures refine the risk of recurrence and guide adjuvant chemotherapy decision in luminal breast cancers. The decision to perform the assay is highly variable among oncologists. In order to guide the appropriate clinical group in whom to perform a genomic signature, our study analyzed in a homogeneous cohort which clinical risk groups triggered the use of the PAM50-based signature and their concordance with the genomic risk. Methods: A real life cohort of 222 early breast cancer patients with hormone receptor positive and HER2 negative disease had a commercial PAM50-based assay (Prosigna®) performed at our institution. The assay provided the risk group, the 10-year risk of distant recurrence and the intrinsic molecular subtype of breast cancer. Results: Based on nodal involvement, Ki67, tumor grade, mitotic index, and tumor size, no clinical pattern could identify a specific genomic risk group. The discordance with the genomic risk was high in patients with clinical low risk tumors, both in node negative and node positive patients. Up to 60% of them had a 10% or more risk of distant recurrence. Moreover, we identified a subgroup of luminal A tumors with a high genomic risk of recurrence. Genomic risk and intrinsic subtype were strong determinants of chemotherapy decision. Conclusions: Clinical profiles could not reliably identify genomic risk groups and guide the decision to use a multigene signature. Significant discordance with the genomic risk was observed within low clinical risk and luminal A tumors.
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Affiliation(s)
- Nawale Hajjaji
- Breast Cancer Department, Oscar Lambret Cancer Center, Lille, France.,Prism Laboratory, Inserm, University of Lille, Lille, France
| | - Yves Marie Robin
- Prism Laboratory, Inserm, University of Lille, Lille, France.,Pathology Department, Oscar Lambret Cancer Center, Lille, France
| | - Jacques Bonneterre
- Breast Cancer Department, Oscar Lambret Cancer Center, Lille, France.,School of Medicine, University of Lille, Lille, France
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20
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Hajjaji N, Aboulouard S, Robin YM, Bertin D, Fournier I, Bonneterre J, Salzet M. Proteomic profile of high-risk luminal A early breast cancers. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.3077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3077 Background: Breast cancer is a heterogeneous disease with a wide range of outcomes. Among the intrinsic breast cancer subtypes, luminal A tumors are considered to have a favorable prognosis. However, molecular studies characterizing the genomic landscape of luminal A tumors revealed a molecular heterogeneity within this subtype, which also translated to variability in survival. A better understanding of the biology of this tumor subgroup is therefore needed to determine the appropriate therapeutic strategy. The aims of the study were to determine the frequency of high-risk luminal A tumors in a real life cohort of early breast cancers and provide a proteomic characterization of this subgroup using a mass spectrometry approach. Methods: 222 early breast cancer patients with hormone receptor positive and HER2 negative tumors treated at our institution had a PAM50-based genomic assay Prosigna to estimate their risk of recurrence. This assay assigned each tumor sample to an intrinsic molecular subtype of breast cancer. Luminal A and B tumors were analyzed with MALDI mass spectrometry imaging combined with microproteomics, a spatially-resolved on-tissue shotgun proteomic technology, to determine the proteomic profiles of both cancer cells and stroma. Results: Among the 129 luminal A breast cancers identified in our cohort, 67 (51%) had a risk of distant recurrence of 10% or more (32% had a 10% to 15% risk, and 19% a risk greater than 15%). High-risk luminal A tumors had a distinctive proteomic profile compared to low-risk luminal A or to luminal B tumors. Overexpression of the methionine biosynthesis pathway was the main differential protein expression observed in cancer cells and stroma of high-risk luminal A. Inflammation mediated by chemokine and cytokine signaling pathway and integrin signaling were also overexpressed in high risk luminal A compared to luminal B. In the stroma of luminal B tumors, EGR signaling, Ras and FGF pathways and angiogenesis were overexpressed compared to high-risk luminal A tumors. Conclusions: Real life data showed a significant proportion of high-risk luminal A breast cancers. MALDI mass spectrometry proteomics revealed distinctive tumor and microenvironment profiles in this breast cancer subgroup.
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Hajjaji N, Aboulouard S, Robin YM, Bertin D, Fournier I, Bonneterre J, Salzet M. Abstract P3-08-19: Proteomic tracking of breast cancer metastasis progression. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p3-08-19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Metastases from breast cancers have not yet reached curability mainly because of the continuous evolution of cancer cells leading to treatment resistance and tumor progression. Despite the identification of the main genomic drivers of breast cancer resistance, and the development of specific targeted therapies, resistance has not been eradicated. A deeper understanding of tumor biology underlying treatment escape and tumor progression is necessary to find new targets. The aim of this study was to determine whether mass spectrometry based imaging and microproteomics are able to capture changes in protein expression and pathways occurring during metastasis progression.
Methods
Ten tumor samples from five progressing metastatic breast cancer patients treated at Oscar Lambret Cancer Center (France) were selected based on the availability of paired metastasis biopsy performed at two time points during the evolution of the disease. The proteomic profiles of paired tumor samples were analyzed using MALDI mass spectrometry imaging combined with microproteomics, a spatially resolved proteomic technology.
Results
Comparison of paired samples showed gain and loss of proteins associated with tumor progression. However, few were shared between patients. The pathways and biological processes mainly represented during tumor progression, and which were found in at least two patients, were those involved in the negative regulation of leukocyte mediated cytotoxicity, the metabolism of carboxilic acid, peptides and nucleosides, in response to stress, oxidation-reduction process, endocytosis, catabolic processes, actin regulation, and extracellular matrix organization. During metastasis evolution, few shared proteins were identified in at least 3 patients such as SRPX2, CILP1, collagen alpha-2(V) chain, Ras-related C3 botulinum toxin substrate 1, filamin-C, PDZ and LIM domain protein 2 and chloride intracellular channel protein 4. The main proteins lost during progression and found in at least 2 patients were cell surface glycoprotein MUC18, collagen alpha-2(IV) chain, polyadenylate-binding protein 2, and latent-transforming growth factor beta-binding protein 4 (LTAGP4). Results from an expanded cohort will be presented at the meeting.
Conclusion
MALDI mass spectrometry proteomics identified private and shared changes in proteins and biological processes associated with breast cancer metastasis progression.
Citation Format: Hajjaji N, Aboulouard S, Robin YM, Bertin D, Fournier I, Bonneterre J, Salzet M. Proteomic tracking of breast cancer metastasis progression [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P3-08-19.
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Affiliation(s)
- N Hajjaji
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - S Aboulouard
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - YM Robin
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - D Bertin
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - I Fournier
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - J Bonneterre
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - M Salzet
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
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Hajjaji N, Aboulouard S, Robin YM, Bertin D, Fournier I, Bonneterre J, Salzet M. Abstract P3-08-15: Proteomic profile of PAM50 intermediate risk early breast cancers. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p3-08-15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Breast cancer is a heterogeneous disease with a wide range of outcomes that are not fully predicted by routine clinical and pathologic features. The risk of recurrence of hormone receptor positive early-stage breast cancer, the most frequent tumor subtype, increases continuously over time. Genomic-based signatures have been developed to categorize patients according to their risk of recurrence and guide therapeutic decisions in this tumor subtype. However, the main genomic-based assays used in clinical practice classify up to 40% of the patients in an intermediate risk group. Many interrogations remain about the optimal strategy in this group. The aim of this study was to refine the molecular characterization of the intermediate risk group and determine the proportion of shared features with the low or high-risk groups using a mass spectrometry based proteomic approach.
Methods
Tumors with available routine PAM50 assay (PROSIGNA) results were selected from a cohort of breast cancer patients treated at Oscar Lambret Cancer Center (France). Fifteen tumors evenly split between PAM50 low, intermediate and high-risk groups were analyzed to determine the proteomic profiles of both cancer cells and stroma using MALDI mass spectrometry imaging combined with microproteomics, a spatially resolved proteomic technology.
Results
PAM50-Intermediate risk tumors had a distinctive proteomic profile compared to low and high-risk tumors. Heterogeneous nuclear ribonucleoproteins, 4-aminobutyrate aminotransferase, and pleckstrin homology-like domain family A member 1 are discriminating proteins between intermediate risk and low risk tumors. Differences were observed in expression of integrin beta-1, DNA replication licensing factors, splicing factors and interleukin enhancer-binding factor 2 between intermediate and high-risk tumors. Proteomic profiles of stroma according to tumor risk groups also showed differential protein expressions mainly between intermediate and high-risk groups. Breast cancer markers such as nuclear mitotic apparatus protein 1(NUMA1), C-1-tetrahydrofolate synthase (MTHFD1), cystatin-C (CST3), and T-cell immune regulator 1 (TCIRG1) were identified in high-risk tumors. Specific protein profiles were identified in stroma versus tumor. Immunoglobulin kappa chain, IGHG1, IGHM, IGHM, MMP2, ORM1 & ORM2, podocan, asprorin, immunoglobulin superfamily containing leucine-rich repeat protein (ISLR) were detected in stroma. By contrast, squamous cell carcinoma antigen recognized by T-cells 3 (SART3), shootin-1, mitotic checkpoint protein BUB3, XRCC5 &XRCC6, membrane-associated progesterone receptor component 2 (PGRMC) and hepatocyte growth factor-regulated tyrosine kinase substrate (HGS) were specifically detected in tumor. Further analyses on an expanded cohort of patients will be presented.
Conclusion
MALDI mass spectrometry proteomics reveal distinctive tumor and microenvironment profiles in PAM50 intermediate risk early breast cancers.
Citation Format: Hajjaji N, Aboulouard S, Robin YM, Bertin D, Fournier I, Bonneterre J, Salzet M. Proteomic profile of PAM50 intermediate risk early breast cancers [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P3-08-15.
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Affiliation(s)
- N Hajjaji
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - S Aboulouard
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - YM Robin
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - D Bertin
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - I Fournier
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - J Bonneterre
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
| | - M Salzet
- Oscar Lambret Cancer Center, Lille, France; PRISM Laboratory U1192 - University of Lille, Lille, France
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Hajjaji N, Robin Y, Bertin D, Bonneterre J. Early breast cancer classified as intermediate risk by the Prosigna assay: Characteristics and treatment strategy. Ann Oncol 2018. [DOI: 10.1093/annonc/mdy270.208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Hajjaji N, Arbion F, Fautrel A, Villalva C, Karayan-Tapon L, Jourdan ML. Abstract 1051: Activation of PI3K pathway in breast cancer associates with tumor phospholipid fatty acid composition. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-1051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Ever since the discovery of the PI3K/Akt/mTOR pathway key role in breast cancer resistance, several molecules have been developed to target this pathway. However, mechanisms of resistance restrain their efficacy. An in-depth understanding of the interactions of PI3K pathway is essential to improve its blockade and avoid resistance. Preclinical studies reported that lipid composition of cancer cells altered the activation of PI3K pathway, thus suggesting another possible molecular interaction with lipid metabolism. The aim of this study was to analyze the relationship between the activation of PI3K pathway and tumor lipid composition in breast cancer patients.
Methods
Frozen and formalin-fixed paraffin-embedded tumor specimens were retrieved for 50 French patients with stage I to III primary breast cancer treated uniformly with surgery, adjuvant chemotherapy, radiation therapy and endocrine therapy. The tumor specimens were analyzed for PIK3CA gene mutation, PTEN protein expression by immunohistochemistry, and pAktS473, pAktT308, mTOR, pS6K, and S6RP by protein array. Tumor total fatty acid (FA) and phospholipid FA compositions were analysed using mass spectroscopy. Pearson test was used for correlation analyses.
Results
Mean age was 53 years. All tumors were ER or PR positive and HER-2 negative, and 76% were node positive. PI3K mutation was observed in 14% of cases, and 34% were PTEN negative or had low PTEN expression. Mean tumor satured fatty acid (SFA) level was 33.78 mol%, monounsaturated FA (MUFA) level was 46.46 mol%, n-6 polyunsaturated FA (PUFA) level was 18.08 mol%, and n-3 PUFA level was 1.68 mol%. Large and high grade tumors had a higher SFA content. MUFA rich tumors were frequently low grade. There was a positive correlation between d18:1/C20:0 ceramide level and Akt, mTOR and p70S6K expression. mTOR expression also correlated with 18:0 lysophosphatidylserine (lysoPS), 36:1 PS, 38:3 PS, 38:5 PS, 40:5 PS, 40:6 PS, 34:0 phosphatidylcholine (PC), 34:1 PC, and 38:3 PC.
Conclusions
Our results show that SFA associated with a more aggressive tumor phenotype and that PI3K pathway activation significantly correlated with fatty acid composition of specific tumor phospholipids. These results suggest a potential role of tumor lipid metabolism in PI3K pathway activation.
Citation Format: Nawale Hajjaji, Flavie Arbion, Alain Fautrel, Claire Villalva, Lucie Karayan-Tapon, Marie-Lise Jourdan. Activation of PI3K pathway in breast cancer associates with tumor phospholipid fatty acid composition. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1051.
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Chellouli M, Chebabe D, Dermaj A, Erramli H, Bettach N, Hajjaji N, Casaletto M, Cirrincione C, Privitera A, Srhiri A. Corrosion inhibition of iron in acidic solution by a green formulation derived from Nigella sativa L. Electrochim Acta 2016. [DOI: 10.1016/j.electacta.2016.04.015] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Vinceneux A, Flechon A, Boyle HJ, Vegas H, Linassier C, Hajjaji N. Predictive value of hypercholesterolemia on progression free survival in patients treated with everolimus for renal cell carcinoma. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.e15598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | - Helene Vegas
- Centre Hospitalier Unversitarie De Tours, Tours, France
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Hajjaji N, Chocteau D, Gerard S, Orgerie MB. Abstract 3842: Relationship between weight change and response to trastuzumab-based neoadjuvant chemotherapy among women with operable HER2 overexpressing breast cancer. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-3842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose
Weight change (gain or loss) in early breast cancer patients is associated with worse survival. However, limited research investigates the impact of weight change in the neoadjuvant setting in women with HER2 overexpressing breast cancer. The goals of this study were to examine i) the relationship between weight change during trastuzumab-based neoadjuvant chemotherapy and pathologic response, and ii) determine whether weight change during post-operative trastuzumab was associated with outcome.
Patients and methods
From March 2004 to March 2013, 52 patients diagnosed with invasive non-metastatic HER2 overexpressing breast cancer were recruited from H.S. Kaplan Cancer center, France. They received trastuzumab-based neoadjuvant chemotherapy (NAC) before surgery, followed by adjuvant trastuzumab. Patients were distributed in the “weight loss” or “weight gain/stable” categories according to their relative weight change after NAC, and after adjuvant trastuzumab. Logistic regression was used to examine associations between weight change and pathologic response. The Kaplan-Meier method and Cox proportional hazards regression analysis were used to evaluate the relationship between weight change and progression free survival (PFS).
Results
Median age was 50 years (range 21 to 71 years); 25% of women experienced body weight loss during NAC, 40% had stable body weight, and 35% gained weight. In multivariate analysis, weight loss was significantly associated with worse pathologic complete response (pCR) in tumor compared with the weight gain/stable group (OR = 0.18; 95% CI, 0.04 to 0.84). There was no difference in pCR in nodes according to weight change (OR = 0.34; 95% CI, 0.06 to 1.76). Body mass index was not associated with pCR. At a median follow up time of 3 years, PFS was not associated with weight change during NAC but with weight change during adjuvant trastuzumab. PFS was worse in patients loosing weight during adjuvant trastuzumab (OR = 0.05; 95% CI, 0.01 to 0.34).
Conclusion
Weight loss was associated with worse pCR to trastuzumab-based neoadjuvant chemotherapy. In addition, weight loss during adjuvant trastuzumab was associated with worse PFS. These results suggest that weight control and promotion of weight maintenance in women with HER2 overexpressing breast cancer should be integrated within cancer treatment to optimize patient outcomes.
Citation Format: Nawale Hajjaji, Dorothee Chocteau, Sylvie Gerard, Marie Brigitte Orgerie. Relationship between weight change and response to trastuzumab-based neoadjuvant chemotherapy among women with operable HER2 overexpressing breast cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 3842. doi:10.1158/1538-7445.AM2014-3842
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Hajjaji N. Abstract P1-09-21: Impact of the benfluorex scandal on French cancer patients’ attitude toward clinical trials. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p1-09-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
Enrolling cancer patients into clinical trials is an endearing process. Pharmaceutical companies fund nearly 40% of these cancer trials. A variety of considerations take part in a patient's decision to participate to a clinical trial, including their opinion regarding the pharmaceutical industry. Recently, benfluorex (Mediator®), a drug first marketed in 1976 for hyperlipidemia and diabetes by a French pharmaceutical company, has filled the French headlines repeatedly because of efficacy and safety issues. The impact of this scandal on French cancer patients’ attitude toward clinical trials is not known. The aims of this study were to determine i) cancer patients’ opinion toward the pharmaceutical industry, physicians, and research, and ii) their willingness to participate to clinical trials, in the context of the benfluorex scandal.
Methods
To investigate this issue, a self-administered anonymous survey was performed in 221 French cancer patients. The survey instrument collected information about age, gender, and whether the patient already participated to a clinical trial. A question with multiple answers queried whether the benfluorex situation casted suspicion on the pharmaceutical industry, physicians, clinical research funded by the pharmaceutical industry, or research as a whole. A yes or no question queried patients’ willingness to participate to clinical trials funded by the pharmaceutical industry. Logistic regression was used to examine the relationship between patients’ characteristics and the dependent variables.
Results
Median age was 64 years (range 19 to 86 years) and 57% of the patients were female. Thirty three percent of the patients had already participated to a clinical trial. Eighty five percent of the patients declared that clinical research was necessary, 11% that it was useful, less than 1% that it was not useful, and 4% of the patients did not know. The benfluorex scandal induced distrust toward the pharmaceutical companies in 75% of the patients, toward research funded by these companies in 43% of the patients, research as a whole in 20% of the patients, and toward physicians in 14% of the patients. These results were not influenced by age, gender, or previous participation to a clinical trial. Regarding their attitude toward clinical trials funded by the pharmaceutical industry, 60% of the patients declared that they were not willing to participate, 25% of them that they would participate, and 15% that they did not know. A negative answer was less likely when patients had previously participated to a clinical trial.
Conclusions
Although no connection exists between benfluorex and cancer, these results show that this scandal significantly impaired French cancer patients’ trust toward the pharmaceutical companies and research, and their willingness to participate to clinical trials funded by the pharmaceutical industry. These results highlight the need to better understand patients’ motivation to help implement strategies to maintain their participation to clinical trials.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P1-09-21.
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Affiliation(s)
- N Hajjaji
- University Hospital of Tours, Tours, France
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Hajjaji N, Couet C, Besson P, Bougnoux P. DHA Effect on Chemotherapy-Induced Body Weight Loss: An Exploratory Study in a Rodent Model of Mammary Tumors. Nutr Cancer 2012; 64:1000-7. [DOI: 10.1080/01635581.2012.714832] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Hajjaji N, Bougnoux P. Selective sensitization of tumors to chemotherapy by marine-derived lipids: a review. Cancer Treat Rev 2012; 39:473-88. [PMID: 22850619 DOI: 10.1016/j.ctrv.2012.07.001] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2012] [Revised: 06/27/2012] [Accepted: 07/02/2012] [Indexed: 12/21/2022]
Abstract
Despite great improvements, a significant proportion of cancer patients still die, mainly because of the development of metastases. At this stage, current treatments still rely heavily on conventional chemotherapy for most cancers. The efficacy of chemotherapy is dose-dependent, which is limited by toxicity to non-tumor tissues, as a result of its poor tumor selectivity. To improve survival length and preserve quality of life, the challenge is to develop approaches aimed at increasing chemotherapy toxicity to tumor tissue while not affecting non-tumor tissues. Marine-derived lipids, docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA), have the potential to differentially sensitize tissues to chemotherapy. These lipids enhance the cytotoxicity of 15 anticancer drugs (antimetabolites, alkylating or intercalating agents, microtubule stabilizers, Abl tyrosine kinase inhibitor and arsenic trioxide) to a variety of cancer cell lines or tumors in animals, used as models for breast, prostate, colonic, lung, cervical, ovarian cancers, neuroblastomas, leukemia or lymphomas. However, DHA and EPA do not sensitize non-tumor tissues to anticancer drugs, which suggests that the effect of these lipids is tumor selective. Two phase II clinical trials already support these results, and randomized, phase III trials are ongoing. In this review, we discuss the double-faceted properties of these lipids, and then focus on their potential for transfer to the patient in the light of current therapeutic strategies. Should their beneficial effects be confirmed, the consequences could be considerable by opening up the prospect of systematic supplementation during cancer treatment, a significant shift in current cancer therapeutic paradigms.
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Affiliation(s)
- Nawale Hajjaji
- Cancer Research Laboratory, University Hospital of Tours, France.
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Hajjaji N, Besson P, Bougnoux P. Tumor and non-tumor tissues differential oxidative stress response to supplemental DHA and chemotherapy in rats. Cancer Chemother Pharmacol 2012; 70:17-23. [DOI: 10.1007/s00280-012-1884-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2012] [Accepted: 05/02/2012] [Indexed: 12/14/2022]
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Hajjaji N, Schubnel V, Bougnoux P. Determinants of DHA incorporation into tumor tissue during dietary DHA supplementation. Lipids 2011; 46:1063-9. [PMID: 21638063 DOI: 10.1007/s11745-011-3573-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Accepted: 05/14/2011] [Indexed: 01/11/2023]
Abstract
Docosahexaenoic acid (DHA), upon incorporation into tumor tissue, has the potential to sensitize tumors to the effects of chemotherapy or radiation therapy. Although DHA has usually been supplied to tumor tissue in the diet, appropriate dietary conditions required to obtain optimal tumor levels have not been established. Hence, we studied mammary tumor tissue responses in rats fed various durations and doses of DHA. Rats fed a palm oil enriched diet (diet 0) were switched to diets providing either 0.8 g DHA/day (diet 1) or 1.5 g DHA/day (diet 2). Tumor tissue fatty acid composition was analysed at baseline (diet 0), at weeks 1, 4 and 9 during diet 1 and at week 4 during diet 2. Dietary DHA supplementation differentially increased DHA within phospholipids (PL) and triacylglycerol (TAG) fractions in tumors. DHA level equilibrated between 2 and 4 weeks in PL while DHA increase was more progressive in TAG and did not reach a steady state. A higher dose of DHA further increased DHA content in tumor PL and TAG (P = 0.018 and P < 0.001, respectively). DHA concentration in plasma PL was positively correlated with DHA in tumor PL (r = 0.72; P = 0.0003) and TAG (r = 0.64; P = 0.003). We conclude that dietary DHA supplementation enhances tumor content of DHA in a time- and dose-dependent manner, and that the DHA level in plasma PL could be used as a proxy for tumor DHA. These findings have implications for dietary DHA supplementations in cancer patients.
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Affiliation(s)
- Nawale Hajjaji
- INSERM U921, 10 Boulevard Tonnellé, 37 044, Tours, France.
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Bougnoux P, Hajjaji N, Maheo K, Couet C, Chevalier S. Fatty acids and breast cancer: Sensitization to treatments and prevention of metastatic re-growth. Prog Lipid Res 2010; 49:76-86. [DOI: 10.1016/j.plipres.2009.08.003] [Citation(s) in RCA: 104] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2009] [Revised: 08/20/2009] [Accepted: 08/21/2009] [Indexed: 10/20/2022]
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Abstract
The potential for dietary fat to prevent breast cancer makes identification of defined molecules a mandatory step. In order to circumvent the limitations and/or bias of dietary exposure assessment tools, we have used the fatty acid composition of white adipose tissue as biomarker of past lipid intake. When considered separately, candidate fatty acids identified as favourable on the basis of their association with breast cancer risk have usually led to inconsistent results in dietary intervention studies carried out in rats. This inconsistency indicates that any approach based on a single fatty acid should be abandoned for an integrated view over the complex lipid interactions, which finally determines the lipidome, the lipid profile that is found in individuals. We reappraised the role of the complete lipid profile through a comprehensive study of adipose tissue fatty acids obtained in patients with benign or malignant breast tumors. Rather than a single fatty acid, a composite indicator combining elevated monounsaturates and low n-6/n-3 fatty acid ratio was associated with decreased breast cancer risk. The lipidome may provide the opportunity to quantify the modifiable part of the risk of breast cancer. The lipidome may be used as a template for designing proper dietary modifications in order to delay the occurrence of breast cancer. Which dietary modifications should be undertaken in order to bring a pertinent change to the lipidome with respect to the risk of breast cancer is currently unknown. The lipidome may allow the individualization of a high risk population of women, who may be targeted for a dietary prevention of breast cancer. The setting and validation of a high-throughput lipidomic station with analytical capabilities fitted to the need of mass screening is required. These two locks must be resolved before a primary prevention of breast cancer by diet could be contemplated.
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Affiliation(s)
- Philippe Bougnoux
- INSERM U921 Nutrition, Croissance et Cancer, HS Kaplan Cancer Center - CHU Bretonneau, 2 bis Boulevard Tonnellé, 37044 Tours, France.
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Rahmouni K, Hajjaji N, Keddam M, Srhiri A, Takenouti H. The inhibiting effect of 3-methyl 1,2,4-triazole 5-thione on corrosion of copper in 3% NaCl in presence of sulphide. Electrochim Acta 2007. [DOI: 10.1016/j.electacta.2006.12.079] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Hajjaji N, Hocqueloux L, Kerdraon R, Bret L. Bone infection in cat-scratch disease: A review of the literature. J Infect 2007; 54:417-21. [PMID: 17140668 DOI: 10.1016/j.jinf.2006.10.045] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2006] [Accepted: 10/16/2006] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To describe the main features of bone infection associated with Cat-scratch disease (CSD). METHODS We searched for articles indexed in the international literature databases by using the following key words: "Bartonella", "bone", "cat-scratch", "osteomyelitis" and "osteolytic". RESULTS Cases of 47 patients were reviewed. The median age was 9 years, with an equal sex distribution. Bone pain and fever were the main symptoms. The presence of fever and increased age were more common in patients with bone infection than classically reported in uncomplicated (i.e. nodal) CSD. The vertebral column and pelvic girdle were the most common sites of infection. Radiological examination typically confirmed bone osteolysis. All patients recovered without complications or chronic infection, although they received a various combination antibiotic regimen and duration therapy. The mechanism by which infection might spread to the bone is via the haematogenous route, accounting for most of the disseminated cases and via the lymphatic route, for those with regional limited extension. CONCLUSIONS Bone infection is rare but should be considered when bone pain and fever are present in a patient with nodal CSD. The prognosis is good, whatever treatment is given. Thus bone biopsy should be recommended only in a difficult diagnostic setting, when other bacteria or malignant disease are suspected.
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Affiliation(s)
- Nawale Hajjaji
- Service des Maladies Infectieuses et Tropicales, Centre Hospitalier Régional-La Source, BP 86709, 45067 Orléans Cedex 2, France
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Dermaj A, Hajjaji N, Joiret S, Rahmouni K, Srhiri A, Takenouti H, Vivier V. Electrochemical and spectroscopic evidences of corrosion inhibition of bronze by a triazole derivative. Electrochim Acta 2007. [DOI: 10.1016/j.electacta.2007.01.068] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Bigot YL, Hajjaji N, Rico I, Lattes A, Delmas M, Gaset A. A Simplified Wittig Synthesis Using a Solid-Liquid Transfer Process: V - The use of Formamide as Catalyst for the Synthesis of Alkenes From Carbonyl Compounds. SYNTHETIC COMMUN 2006. [DOI: 10.1080/00397918508063832] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Hajjaji N, Cattier B, Lanotte P, Legras A, Perrotin D. Myosite à Mycobacterium chelonae. Presse Med 2004; 33:1519-20. [PMID: 15614176 DOI: 10.1016/s0755-4982(04)98976-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
INTRODUCTION Mycobacteria are only exceptionally responsible for infection of the skin and soft tissues. A Mycobacterium chelonae myositis occurred in an immunodepressed patient. OBSERVATION A 49 year-old man, treated for many years with corticosteroids for vasculitis of the lower limbs associated with rheumatoid polyarthritis, was hospitalized for invasive pulmonary aspergillosis. Ten days later he developed myositis of the right arm with multiple subcutaneous abscesses. Culture of the purulent substance isolated Mycobacterium chelonae. Treatment with ciprofloxacine and clarithromycine led to the regression of the lesions. He was followed-up for 12 months. DISCUSSION M. chelonae is found in large quantities in the environment. Infection with this mycobacteria is enhanced by immunodepression, notably that secondary to corticosteroid therapy. Resistance to antibiotics are frequent. Clarithromycine is highly effective against this mycobacteria. Bi-therapy is recommended to avoid the emergence of resistance.
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Affiliation(s)
- N Hajjaji
- Service de réanimation médicale, CHU de Tours
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Hajjaji N, Maillot F, Legras A, Beau-Salinas F, Renard J. Choc cardiogénique après injection intraveineuse de Subutex®. Rev Med Interne 2003. [DOI: 10.1016/s0248-8663(03)80627-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Maillot F, Viallard J, Hajjaji N, Renard J, Pellegrin J. Traitement de la fasciite avec éosinophiliepar méthotrexate. Rev Med Interne 2003. [DOI: 10.1016/s0248-8663(03)80474-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Hajjaji N, Lesire V, Leturgie P, Lafon B, Renard JP. [Paraneoplastic dermatopolymyositis with mild glomerular lesion nephropathy associated with non-Hodgkin's lymphoma]. Rev Med Interne 2002; 23:642-50. [PMID: 12162219 DOI: 10.1016/s0248-8663(02)00626-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Dermatopolymyositis is an inflammatory disorder of an unknown origin. Twenty to thirty percent cases of this disease are associated with a cancer. Glomerular lesions in dermatopolymyositis are rare. EXEGESIS We describe the case of a patient who presented a dermatopolymyositis together with a glomerulopathy and then a non Hodgkin's lymphoma. A treatment by corticoid and secondary intravenous immune globulins because of corticoid-resistance of the dermatopolymyositis and oesophagus injury led to a significant improvement of the cutaneous signs and of the muscular weakness. This favourable evolution was also determined by the chemotherapy for lymphoma. Nine months after the diagnosis of dermatopolymyositis remission for dermatopolymyositis and lymphoma is obtained. We also noticed a regression of the glomerular signs. CONCLUSION A diagnosis of dermatopolymyositis must lead to a meticulous search for an associated cancer. Data from literature indicate that a cancer is usually discovered within the first year of dermatopolymyositis' diagnosis but it can appear until five years after this diagnosis. The most frequent organs concerned by cancer are ovary and the digestive tract. A meta-analysis showed an incidence-standardised rate for lymphoma important in patients suffering from dermatopolymyositis. The treatment of the cancer can improve the evolution of the dermatopolymyositis. However corticoid must be the first treatment for dermatopolymyositis. In case of corticoid-resistant dermatopolymyositis or dermatopolymyositis involving oesophagus treatment by intravenous immune globulins is justified. At last when a glomerular nephropathy is discovered in such a situation, paraneoplasic glomerulopathy, renal lymphomatous infiltration or another associated immune disease must be called to mind.
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Affiliation(s)
- N Hajjaji
- Service de médecine interne, clinique médicale A2, CHRU de Tours, hôpital Bretonneau, 2, boulevard Tonnellé, 37044 Tours, France
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Bennaghmouch L, Hajjaji N, Zellou A, Cherrah Y. [Pharmacological study of Ajuga iva]. Ann Pharm Fr 2001; 59:284. [PMID: 11499386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Affiliation(s)
- L Bennaghmouch
- Laboratoire de synthèse organique et réactivité, Faculté des sciences de Kénitra, Maroc
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Greche H, Hajjaji N, Ismaïli-Alaoui M, Mrabet N, Benjilali B. Chemical Composition and Antifungal Properties of the Essential Oil ofTanacetum annuum. Journal of Essential Oil Research 2000. [DOI: 10.1080/10412905.2000.9712058] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Greche H, Ismaili-Alaoui M, Zrira S, Benjilali B, Belanger A, Hajjaji N. Composition ofTanacetum annuumL. Oil from Morocco. Journal of Essential Oil Research 1999. [DOI: 10.1080/10412905.1999.9701150] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Escoula B, Hajjaji N, Rico I, Lattes A. A new type of water insoluble surfactant: molecular aggregation of long chain phosphonium salts (Ph3P+–CH2CH2R,I–; R = alkyl or fluoroalkyl) in formamide. ACTA ACUST UNITED AC 1984. [DOI: 10.1039/c39840001233] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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