1
|
Blanco-Heredia J, Souza CA, Trincado JL, Gonzalez-Cao M, Gonçalves-Ribeiro S, Gil SR, Pravdyvets D, Cedeño S, Callari M, Marra A, Gazzo AM, Weigelt B, Pareja F, Vougiouklakis T, Jungbluth AA, Rosell R, Brander C, Tresserra F, Reis-Filho JS, Tiezzi DG, de la Iglesia N, Heyn H, De Mattos-Arruda L. Converging and evolving immuno-genomic routes toward immune escape in breast cancer. Nat Commun 2024; 15:1302. [PMID: 38383522 PMCID: PMC10882008 DOI: 10.1038/s41467-024-45292-1] [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: 08/21/2023] [Accepted: 01/19/2024] [Indexed: 02/23/2024] Open
Abstract
The interactions between tumor and immune cells along the course of breast cancer progression remain largely unknown. Here, we extensively characterize multiple sequential and parallel multiregion tumor and blood specimens of an index patient and a cohort of metastatic triple-negative breast cancers. We demonstrate that a continuous increase in tumor genomic heterogeneity and distinct molecular clocks correlated with resistance to treatment, eventually allowing tumors to escape from immune control. TCR repertoire loses diversity over time, leading to convergent evolution as breast cancer progresses. Although mixed populations of effector memory and cytotoxic single T cells coexist in the peripheral blood, defects in the antigen presentation machinery coupled with subdued T cell recruitment into metastases are observed, indicating a potent immune avoidance microenvironment not compatible with an effective antitumor response in lethal metastatic disease. Our results demonstrate that the immune responses against cancer are not static, but rather follow dynamic processes that match cancer genomic progression, illustrating the complex nature of tumor and immune cell interactions.
Collapse
Affiliation(s)
- Juan Blanco-Heredia
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carla Anjos Souza
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Juan L Trincado
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Josep Carreras Leukemia Research Institute, Barcelona, Spain
| | | | | | - Sara Ruiz Gil
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
| | | | - Samandhy Cedeño
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
| | - Maurizio Callari
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
| | - Antonio Marra
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea M Gazzo
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Theodore Vougiouklakis
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Achim A Jungbluth
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rafael Rosell
- Dexeus Institute of Oncology, Quironsalud Group, Barcelona, Spain
| | - Christian Brander
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- ICREA, Passeig de Lluís Companys, 23, Barcelona, Spain
- Universitat de Vic-Universitat Central de Catalunya, Catalunya, Spain
| | | | - Jorge S Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Daniel Guimarães Tiezzi
- Department of Gynecology and Obstetrics - Breast Disease Division and Laboratory for Translational Data Science, Ribeirao Preto Medical School, University of Sao Paulo, Ribeirao Preto, Brazil
- Advanced Research Center in Medicine (CEPAM), Union of the Colleges of the Great Lakes (UNILAGO), São José do Rio Preto, Brazil
| | | | - Holger Heyn
- Centro Nacional de Análisis Genómico (CNAG), Barcelona, Spain
- Omniscope, Barcelona, Spain
| | - Leticia De Mattos-Arruda
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain.
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.
| |
Collapse
|
2
|
Gerratana L, Pierga JY, Reuben JM, Davis AA, Wehbe FH, Dirix L, Fehm T, Nolé F, Gisbert-Criado R, Mavroudis D, Grisanti S, Garcia-Saenz JA, Stebbing J, Caldas C, Gazzaniga P, Manso L, Zamarchi R, Bonotto M, Fernandez de Lascoiti A, De Mattos-Arruda L, Ignatiadis M, Sandri MT, Generali D, De Angelis C, Dawson SJ, Janni W, Carañana V, Riethdorf S, Solomayer EF, Puglisi F, Giuliano M, Pantel K, Bidard FC, Cristofanilli M. Modeling the Prognostic Impact of Circulating Tumor Cells Enumeration in Metastatic Breast Cancer for Clinical Trial Design Simulation. Oncologist 2022; 27:e561-e570. [PMID: 35278078 PMCID: PMC9255982 DOI: 10.1093/oncolo/oyac045] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 12/31/2021] [Indexed: 11/15/2022] Open
Abstract
Despite the strong prognostic stratification of circulating tumor cells (CTCs) enumeration in metastatic breast cancer (MBC), current clinical trials usually do not include a baseline CTCs in their design. This study aimed to generate a classifier for CTCs prognostic simulation in existing datasets for hypothesis generation in patients with MBC. A K-nearest neighbor machine learning algorithm was trained on a pooled dataset comprising 2436 individual MBC patients from the European Pooled Analysis Consortium and the MD Anderson Cancer Center to identify patients likely to have CTCs ≥ 5/7 mL blood (StageIVaggressive vs StageIVindolent). The model had a 65.1% accuracy and its prognostic impact resulted in a hazard ratio (HR) of 1.89 (Simulatedaggressive vs SimulatedindolentP < .001), similar to patients with actual CTCs enumeration (HR 2.76; P < .001). The classifier's performance was then tested on an independent retrospective database comprising 446 consecutive hormone receptor (HR)-positive HER2-negative MBC patients. The model further stratified clinical subgroups usually considered prognostically homogeneous such as patients with bone-only or liver metastases. Bone-only disease classified as Simulatedaggressive had a significantly worse overall survival (OS; P < .0001), while patients with liver metastases classified as Simulatedindolent had a significantly better prognosis (P < .0001). Consistent results were observed for patients who had undergone CTCs enumeration in the pooled population. The differential prognostic impact of endocrine- (ET) and chemotherapy (CT) was explored across the simulated subgroups. No significant differences were observed between ET and CT in the overall population, both in terms of progression-free survival (PFS) and OS. In contrast, a statistically significant difference, favoring CT over ET was observed among Simulatedaggressive patients (HR: 0.62; P = .030 and HR: 0.60; P = .037, respectively, for PFS and OS).
Collapse
Affiliation(s)
- Lorenzo Gerratana
- Department of Medical Oncology, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano (PN), Italy
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, Paris University, Paris, France
| | - James M Reuben
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrew A Davis
- Division of Hematology and Oncology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Medicine, Division of Oncology, Washington University School of Medicine in St. Louis, MO, USA
| | - Firas H Wehbe
- Division of Hematology and Oncology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Luc Dirix
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Tanja Fehm
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Franco Nolé
- Medical Oncology Division of Urogenital and Head & Neck Tumours IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
- Department of Medical Oncology, University Hospitalof Heraklion, Greece
| | - Salvatore Grisanti
- epartment of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | - Jose A Garcia-Saenz
- Instituto de Investigación Sanitaria Hospital Clinico San Carlos (IdISSC), CIBERONC, Madrid, Spain
| | - Justin Stebbing
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Paola Gazzaniga
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Rita Zamarchi
- Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Marta Bonotto
- Department of Oncology, ASUFC University Hospital, Udine, Italy
| | | | - Leticia De Mattos-Arruda
- Val d’Hebron Institute of Oncology, Val d’Hebron University Hospital, and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Michail Ignatiadis
- Department of Medical Oncology and Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Maria-Teresa Sandri
- Division of Laboratory Medicine, Humanitas Reseach Hospital, Rozzano, Milan, Italy
| | - Daniele Generali
- Women Cancer Center, Azienda Socio-Sanitaria Territoriale di Cremona, Cremona, Italy
- University of Trieste, Trieste, Italy
| | - Carmine De Angelis
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
- Lester and Sue Smith Breast Center, Baylor College of Medicine, Houston, TX, USA
| | - Sarah-Jane Dawson
- Centre for Cancer Research and Sir Peter MacCallum Department of Oncology, The University ofMelbourne, VIC, Australia
| | | | | | - Sabine Riethdorf
- Department of Tumor Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Fabio Puglisi
- Department of Medical Oncology, Centro di Riferimento Oncologico (CRO), IRCCS, Aviano (PN), Italy
- Department of Medicine, University of Udine, Udine, UD, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Klaus Pantel
- Department of Tumor Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, Paris University, Paris, France
| | - Massimo Cristofanilli
- Division of Hematology and Oncology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Medicine, Division of Hematology-Oncology, Weill Cornell Medicine/New York-Presbyterian Hospital, New York, NY, USA
| |
Collapse
|
3
|
Pascual J, Attard G, Bidard FC, Curigliano G, De Mattos-Arruda L, Diehn M, Italiano A, Lindberg J, Merker JD, Montagut C, Normanno N, Pantel K, Pentheroudakis G, Popat S, Reis-Filho JS, Tie J, Seoane J, Tarazona N, Yoshino T, Turner NC. ESMO recommendations on the use of circulating tumour DNA assays for patients with cancer: a report from the ESMO Precision Medicine Working Group. Ann Oncol 2022; 33:750-768. [PMID: 35809752 DOI: 10.1016/j.annonc.2022.05.520] [Citation(s) in RCA: 164] [Impact Index Per Article: 82.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/30/2022] [Accepted: 05/31/2022] [Indexed: 12/16/2022] Open
Abstract
Circulating tumour DNA (ctDNA) assays conducted on plasma are rapidly developing a strong evidence base for use in patients with cancer. The European Society for Medical Oncology convened an expert working group to review the analytical and clinical validity and utility of ctDNA assays. For patients with advanced cancer, validated and adequately sensitive ctDNA assays have utility in identifying actionable mutations to direct targeted therapy, and may be used in routine clinical practice, provided the limitations of the assays are taken into account. Tissue based testing remains the preferred test for many cancer patients, due to limitations of ctDNA assays detecting fusion events and copy number changes, although ctDNA assays may be routinely used when faster results will be clinically important, or when tissue biopsies are not possible or inappropriate. Reflex tumour testing should be considered following a non-informative ctDNA result, due to false negative results with ctDNA testing. In patients treated for early-stage cancers, detection of molecular residual disease (MRD) or molecular relapse (MR), has high evidence of clinical validity in anticipating future relapse in many cancers. MRD/MR detection cannot be recommended in routine clinical practice, as currently there is no evidence for clinical utility in directing treatment. Additional potential applications of ctDNA assays, under research development and not recommended for routine practice, include identifying patients not responding to therapy with early dynamic changes in ctDNA levels, monitoring therapy for the development of resistance mutations prior to clinical progression, and in screening asymptomatic people for cancer. Recommendation for reporting of results, future development of ctDNA assays, and future clinical research are made.
Collapse
Affiliation(s)
- Javier Pascual
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Gerhardt Attard
- Urological Cancer Research, University College London, London, UK
| | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris, France; University of Versailles Saint-Quentin-en-Yvelines (UVSQ)/Paris-Saclay University, Saint Cloud, France
| | - Giuseppe Curigliano
- Department of Oncology and Hemato-Oncology, University of Milano, Milano, Italy; Division of Early Drug Development, European Institute of Oncology, IRCCS, Milano, Italy
| | - Leticia De Mattos-Arruda
- IrsiCaixa, Hospital Universitari Trias i Pujol, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, CA, US
| | - Antoine Italiano
- Early Phase Trials and Sarcoma Units, Institut Bergonie, Bordeaux, France; DITEP, Gustave Roussy, Villejuif, France; Faculty of Medicine, University of Bordeaux, Bordeaux, France
| | - Johan Lindberg
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Jason D Merker
- Departments of Pathology and Laboratory Medicine & Genetics, UNC School of Medicine, Chapel Hill, NC, US
| | - Clara Montagut
- Medical Oncology Department, Hospital del Mar-IMIM, CIBERONC, Universitat Pompeu Fabra, Barcelona, Spain
| | - Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori, 'Fondazione G. Pascale' - IRCCS, Naples, Italy
| | - Klaus Pantel
- Institute for Tumour Biology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - George Pentheroudakis
- Scientific and Medical Division, European Society for Medical Oncology, Lugano, Switzerland
| | - Sanjay Popat
- Royal Marsden Hospital, London, UK; Institute of Cancer Research, London, UK
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, US
| | - Jeanne Tie
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia; Division of Personalised Oncology, Walter and Eliza Hall Institute of Medical Research, Melbourne, Australia
| | - Joan Seoane
- Preclinical and Translational Research Programme, Vall d'Hebron Institute of Oncology (VHIO), ICREA, CIBERONC, Barcelona, Spain,; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Noelia Tarazona
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; Instituto de Salud Carlos III, CIBERONC, Madrid, Spain
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Nicholas C Turner
- Royal Marsden Hospital, London, UK; Institute of Cancer Research, London, UK
| |
Collapse
|
4
|
De Mattos-Arruda L. PIK3CA mutation inhibition in hormone receptor-positive breast cancer: time has come. ESMO Open 2021; 5:S2059-7029(20)32667-3. [PMID: 32817061 PMCID: PMC7437706 DOI: 10.1136/esmoopen-2020-000890] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 07/04/2020] [Indexed: 01/04/2023] Open
Affiliation(s)
- Leticia De Mattos-Arruda
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain .,Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| |
Collapse
|
5
|
De Mattos-Arruda L, Cortes J, Blanco-Heredia J, Tiezzi DG, Villacampa G, Gonçalves-Ribeiro S, Paré L, Souza CA, Ortega V, Sammut SJ, Cusco P, Fasani R, Chin SF, Perez-Garcia J, Dienstmann R, Nuciforo P, Villagrasa P, Rubio IT, Prat A, Caldas C. The temporal mutational and immune tumour microenvironment remodelling of HER2-negative primary breast cancers. NPJ Breast Cancer 2021; 7:73. [PMID: 34099718 PMCID: PMC8185105 DOI: 10.1038/s41523-021-00282-0] [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] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 05/03/2021] [Indexed: 12/30/2022] Open
Abstract
The biology of breast cancer response to neoadjuvant therapy is underrepresented in the literature and provides a window-of-opportunity to explore the genomic and microenvironment modulation of tumours exposed to therapy. Here, we characterised the mutational, gene expression, pathway enrichment and tumour-infiltrating lymphocytes (TILs) dynamics across different timepoints of 35 HER2-negative primary breast cancer patients receiving neoadjuvant eribulin therapy (SOLTI-1007 NEOERIBULIN-NCT01669252). Whole-exome data (N = 88 samples) generated mutational profiles and candidate neoantigens and were analysed along with RNA-Nanostring 545-gene expression (N = 96 samples) and stromal TILs (N = 105 samples). Tumour mutation burden varied across patients at baseline but not across the sampling timepoints for each patient. Mutational signatures were not always conserved across tumours. There was a trend towards higher odds of response and less hazard to relapse when the percentage of subclonal mutations was low, suggesting that more homogenous tumours might have better responses to neoadjuvant therapy. Few driver mutations (5.1%) generated putative neoantigens. Mutation and neoantigen load were positively correlated (R2 = 0.94, p = <0.001); neoantigen load was weakly correlated with stromal TILs (R2 = 0.16, p = 0.02). An enrichment in pathways linked to immune infiltration and reduced programmed cell death expression were seen after 12 weeks of eribulin in good responders. VEGF was downregulated over time in the good responder group and FABP5, an inductor of epithelial mesenchymal transition (EMT), was upregulated in cases that recurred (p < 0.05). Mutational heterogeneity, subclonal architecture and the improvement of immune microenvironment along with remodelling of hypoxia and EMT may influence the response to neoadjuvant treatment.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain.
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK.
| | - Javier Cortes
- Oncology Department International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain
- Medica Scientia Innovation Research (MedSIR), Ridgewood, NJ, USA
- Breast Cancer Research program, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Universidad Europea de Madrid, Faculty of Biomedical and Health Sciences, Department of Medicine, Madrid, Spain
| | - Juan Blanco-Heredia
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Daniel G Tiezzi
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
- Breast Disease Division, Ribeirão Preto School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Guillermo Villacampa
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Laia Paré
- Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
- SOLTI Breast Cancer Research Group, Barcelona, Spain
- Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute, Barcelona, Spain
| | - Carla Anjos Souza
- IrsiCaixa, Germans Trias i Pujol University Hospital, Badalona, Spain
- Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Vanesa Ortega
- Breast Cancer Research program, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Stephen-John Sammut
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Pol Cusco
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Roberta Fasani
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Suet-Feung Chin
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
| | - Jose Perez-Garcia
- Oncology Department International Breast Cancer Center (IBCC), Quiron Group, Barcelona, Spain
- Medica Scientia Innovation Research (MedSIR), Barcelona, Spain
- Medica Scientia Innovation Research (MedSIR), Ridgewood, NJ, USA
| | - Rodrigo Dienstmann
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Isabel T Rubio
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Aleix Prat
- Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
- SOLTI Breast Cancer Research Group, Barcelona, Spain
- Translational Genomics and Targeted Therapeutics in Solid Tumors, August Pi i Sunyer Biomedical Research Institute, Barcelona, Spain
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, Robinson Way, Cambridge, UK
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| |
Collapse
|
6
|
Magbanua MJM, Hendrix LH, Hyslop T, Barry WT, Winer EP, Hudis C, Toppmeyer D, Carey LA, Partridge AH, Pierga JY, Fehm T, Vidal-Martínez J, Mavroudis D, Garcia-Saenz JA, Stebbing J, Gazzaniga P, Manso L, Zamarchi R, Antelo ML, Mattos-Arruda LD, Generali D, Caldas C, Munzone E, Dirix L, Delson AL, Burstein HJ, Qadir M, Ma C, Scott JH, Bidard FC, Park JW, Rugo HS. Serial Analysis of Circulating Tumor Cells in Metastatic Breast Cancer Receiving First-Line Chemotherapy. J Natl Cancer Inst 2021; 113:443-452. [PMID: 32770247 PMCID: PMC8023821 DOI: 10.1093/jnci/djaa113] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 06/23/2020] [Accepted: 07/29/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND We examined the prognostic significance of circulating tumor cell (CTC) dynamics during treatment in metastatic breast cancer (MBC) patients receiving first-line chemotherapy. METHODS Serial CTC data from 469 patients (2202 samples) were used to build a novel latent mixture model to identify groups with similar CTC trajectory (tCTC) patterns during the course of treatment. Cox regression was used to estimate hazard ratios for progression-free survival (PFS) and overall survival (OS) in groups based on baseline CTCs, combined CTC status at baseline to the end of cycle 1, and tCTC. Akaike information criterion was used to select the model that best predicted PFS and OS. RESULTS Latent mixture modeling revealed 4 distinct tCTC patterns: undetectable CTCs (56.9% ), low (23.7%), intermediate (14.5%), or high (4.9%). Patients with low, intermediate, and high tCTC patterns had statistically significant inferior PFS and OS compared with those with undetectable CTCs (P < .001). Akaike Information Criterion indicated that the tCTC model best predicted PFS and OS compared with baseline CTCs and combined CTC status at baseline to the end of cycle 1 models. Validation studies in an independent cohort of 1856 MBC patients confirmed these findings. Further validation using only a single pretreatment CTC measurement confirmed prognostic performance of the tCTC model. CONCLUSIONS We identified 4 novel prognostic groups in MBC based on similarities in tCTC patterns during chemotherapy. Prognostic groups included patients with very poor outcome (intermediate + high CTCs, 19.4%) who could benefit from more effective treatment. Our novel prognostic classification approach may be used for fine-tuning of CTC-based risk stratification strategies to guide future prospective clinical trials in MBC.
Collapse
Affiliation(s)
| | | | - Terry Hyslop
- Duke Cancer Institute, Duke University, Durham, NC, USA
| | - William T Barry
- Alliance Statistics and Data Center, Dana-Farber/Partners CancerCare, Boston, MA, USA
- Rho Inc., Raleigh, NC, USA
| | - Eric P Winer
- Dana-Farber/Partners CancerCare, Boston, MA, USA
| | - Clifford Hudis
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Lisa Anne Carey
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | | | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Tanja Fehm
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | | | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
- Department of Medical Oncology, University Hospital of Heraklion, Greece
| | | | - Justin Stebbing
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Paola Gazzaniga
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Rita Zamarchi
- Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - María Luisa Antelo
- Department of Hematology, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Leticia De Mattos-Arruda
- Val d’Hebron Institute of Oncology, Val d’Hebron University Hospital, and Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Elisabetta Munzone
- Division of Medical Senology, European Institute of Oncology, IRCCS, Milano, Italy
| | - Luc Dirix
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
- University of Antwerp, Antwerp, Belgium
| | - Amy L Delson
- Breast Science Advocacy Group, University of California San Francisco, San Francisco, CA, USA
| | | | - Misbah Qadir
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | - Cynthia Ma
- Washington University School of Medicine, St. Louis, MO, USA
| | - Janet H Scott
- Division of Hematology Oncology, University of California San Francisco, San Francisco, CA, USA
| | | | - John W Park
- Division of Hematology Oncology, University of California San Francisco, San Francisco, CA, USA
| | - Hope S Rugo
- Division of Hematology Oncology, University of California San Francisco, San Francisco, CA, USA
| |
Collapse
|
7
|
Quintana Á, Peg V, Prat A, Moliné T, Villacampa G, Paré L, Galván P, Dientsmann R, Schmid P, Curigliano G, Muñoz-Couselo E, Perez-García J, Marti M, Blanco-Heredia J, Anjos CD, Vazquez M, De Mattos-Arruda L, Cortés J. Immune analysis of lymph nodes in relation to the presence or absence of tumor infiltrating lymphocytes in triple-negative breast cancer. Eur J Cancer 2021; 148:134-145. [PMID: 33743482 DOI: 10.1016/j.ejca.2021.01.037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 01/26/2021] [Accepted: 01/28/2021] [Indexed: 11/28/2022]
Abstract
Triple-negative breast cancer (TNBC) is a subtype of breast cancer with unmet medical needs. Several studies have proved that high levels of tumor infiltrating lymphocytes (TILs) at diagnosis of TNBC confer better prognosis and patients respond better to specific chemotherapies. Nonetheless, current evidence suggests that only 15% of TNBC patients have very high levels of TILs, and another 15% lacks TILs. One possible reason to explain why patients have low TILs at diagnosis is that lymphocytes might be deactivated by an immune checkpoint in local lymph nodes, provoking their retention in there as they are unresponsive to other immune stimuli. We have identified 15 high TILs (≥50%) and 20 low TILs (≤5%) TNBC patients with localised tumour (T1c-T2N0M0) and compared the protein expression of five immune checkpoints in lymph nodes. We have also performed a customised 50-immune gene NanoString expression panel, the NanoString 360 Breast Cancer panel, and whole exome sequencing for mutation and neoantigen load analyses. In low TILs, we observed higher expression of CTLA-4 in local lymph nodes, which could explain why lymphocytes get retained in there and do not migrate to tumour. These patients have also higher neoantigen load and higher expression of B7.H3 and B7.H4 in the tumour. In high TILs, we observed more PD-L1+ tumour cells and more expanded humoral response. These results could provide a strategy to revert low tumour immune infiltration at diagnosis of TNBC, improving their prognosis.
Collapse
Affiliation(s)
- Ángela Quintana
- Vall D'Hebrón Institute of Oncology, Barcelona, Spain; Universidad Autónoma de Barcelona, Barcelona, Spain
| | - Vicente Peg
- Universidad Autónoma de Barcelona, Barcelona, Spain; Department of Pathology, Vall D'Hebron University Hospital, Barcelona, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain
| | - Aleix Prat
- Medical Oncology Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapeutics Group, IDIBAPS, Barcelona, Spain
| | - Teresa Moliné
- Department of Pathology, Vall D'Hebron University Hospital, Barcelona, Spain
| | - Guillermo Villacampa
- Oncology Data Science (ODysSey Group), Vall D'Hebron Institute of Oncology, Barcelona, Spain
| | - Laia Paré
- Translational Genomics and Targeted Therapeutics Group, IDIBAPS, Barcelona, Spain
| | - Patricia Galván
- Medical Oncology Hospital Clinic, Barcelona, Spain; Translational Genomics and Targeted Therapeutics Group, IDIBAPS, Barcelona, Spain
| | - Rodrigo Dientsmann
- Oncology Data Science (ODysSey Group), Vall D'Hebron Institute of Oncology, Barcelona, Spain
| | - Peter Schmid
- Barts Cancer Institute, Queen Mary University London, United Kingdom
| | - Giuseppe Curigliano
- European Institute of Oncology, IRCCS, And University of Milano, Milan, Italy
| | - Eva Muñoz-Couselo
- Vall D'Hebrón Institute of Oncology, Barcelona, Spain; Medical Oncology Hospital Vall D'Hebrón, Barcelona, Spain
| | | | - Merce Marti
- Universidad Autónoma de Barcelona, Barcelona, Spain
| | | | - Carla Dos Anjos
- IrsiCaixa, Hospital Universitari Trias I Pujol, Badalona, Spain
| | | | | | - Javier Cortés
- Vall D'Hebrón Institute of Oncology, Barcelona, Spain; IOB Institute of Oncology, Quironsalud Group, Barcelona, Spain; IOB Institute of Oncology, Quironsalud Group, Madrid, Spain; Medica Scientia Innovation Research (MedSIR), Barcelona, Spain.
| |
Collapse
|
8
|
Invernizzi M, Lopez G, Michelotti A, Venetis K, Sajjadi E, De Mattos-Arruda L, Ghidini M, Runza L, de Sire A, Boldorini R, Fusco N. Integrating Biological Advances Into the Clinical Management of Breast Cancer Related Lymphedema. Front Oncol 2020; 10:422. [PMID: 32300557 PMCID: PMC7142240 DOI: 10.3389/fonc.2020.00422] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 12/02/2019] [Accepted: 03/10/2020] [Indexed: 12/15/2022] Open
Abstract
Breast cancer-related lymphedema (BCRL) occurs in a significant number of breast cancer survivors as a consequence of the axillary lymphatics' impairment after therapy (mainly axillary surgery and irradiation). Despite the recent achievements in the clinical management of these patients, BCRL is often diagnosed at its occurrence. In most cases, it remains a progressive and irreversible condition, with dramatic consequences in terms of quality of life and on sanitary costs. There are still no validated pre-surgical strategies to identify individuals that harbor an increased risk of BCRL. However, clinical, therapeutic, and tumor-specific traits are recurrent in these patients. Over the past few years, many studies have unraveled the complexity of the molecular and transcriptional events leading to the lymphatic system ontogenesis. Additionally, molecular insights are coming from the study of the germline alterations involved at variable levels in BCRL models. Regrettably, there is a substantial lack of predictive biomarkers for BCRL, given that our knowledge of its molecular milieu remains extremely puzzled. The purposes of this review were (i) to outline the biology underpinning the ontogenesis of the lymphatic system; (ii) to assess the current state of knowledge of the molecular alterations that can be involved in BCRL pathogenesis and progression; (iii) to discuss the present and short-term future perspectives in biomarker-based patients' risk stratification; and (iv) to provide practical information that can be employed to improve the quality of life of these patients.
Collapse
Affiliation(s)
- Marco Invernizzi
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont "A. Avogadro", Novara, Italy
| | - Gianluca Lopez
- School of Pathology, University of Milan, Milan, Italy.,Division of Pathology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Anna Michelotti
- Division of Pathology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Konstantinos Venetis
- Ph.D. Program in Translational Medicine, University of Milan, Milan, Italy.,Divison of Pathology, IRCCS European Institute of Oncology (IEO), Milan, Italy
| | - Elham Sajjadi
- Division of Pathology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Michele Ghidini
- Division of Medical Oncology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Letterio Runza
- Division of Pathology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Alessandro de Sire
- Physical and Rehabilitative Medicine, Department of Health Sciences, University of Eastern Piedmont "A. Avogadro", Novara, Italy.,Rehabilitation Unit, "Mons. L. Novarese" Hospital, Moncrivello, Italy
| | - Renzo Boldorini
- Pathology Unit, Department of Health Sciences, Novara Medical School, Novara, Italy
| | - Nicola Fusco
- Divison of Pathology, IRCCS European Institute of Oncology (IEO), Milan, Italy.,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| |
Collapse
|
9
|
De Mattos-Arruda L, Blanco-Heredia J, Aguilar-Gurrieri C, Carrillo J, Blanco J. New emerging targets in cancer immunotherapy: the role of neoantigens. ESMO Open 2020; 4:e000684. [PMID: 32269031 PMCID: PMC7326255 DOI: 10.1136/esmoopen-2020-000684] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/19/2020] [Accepted: 02/20/2020] [Indexed: 12/24/2022] Open
Abstract
The success of cancer therapies with immune checkpoint inhibitors is transforming the treatment of patients with cancer and fostering cancer research. Therapies that target immune checkpoint inhibitors have shown unprecedented rates of durable long-lasting responses in patients with various cancer types, but only in a fraction of patients. Thus, novel approaches are needed to make immunotherapy more precise and also less toxic. The advances of next-generation sequencing technologies have allowed fast detection of somatic mutations in genes present in the exome of an individual tumour. Targeting neoantigens, the mutated peptides expressed only by tumour cells, may enable antitumour T-cell responses and tumour destruction without causing harm to healthy tissues. Currently, neoantigens can be identified in tumour clinical samples by using genomic-based computational tools. The two main treatment modalities targeting neoantigens that have been investigated in clinical trials are personalised vaccines and tumour infiltrating lymphocytes-based adoptive T-cell therapy. In this mini review, we discuss the promises and challenges for using neoantigens as emergent targets to personalise and guide cancer immunotherapy in a broader set of cancers.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- IrsiCaixa AIDS Research Institute, Germans Trias i Pujol University Hospital, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain.
| | - Juan Blanco-Heredia
- IrsiCaixa AIDS Research Institute, Germans Trias i Pujol University Hospital, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Carmen Aguilar-Gurrieri
- IrsiCaixa AIDS Research Institute, Germans Trias i Pujol University Hospital, Badalona, Spain
| | - Jorge Carrillo
- IrsiCaixa AIDS Research Institute, Germans Trias i Pujol University Hospital, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Julià Blanco
- IrsiCaixa AIDS Research Institute, Germans Trias i Pujol University Hospital, Badalona, Spain; Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain; Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Vic, Spain
| |
Collapse
|
10
|
Ramón Y Cajal S, Sesé M, Capdevila C, Aasen T, De Mattos-Arruda L, Diaz-Cano SJ, Hernández-Losa J, Castellví J. Clinical implications of intratumor heterogeneity: challenges and opportunities. J Mol Med (Berl) 2020; 98:161-177. [PMID: 31970428 PMCID: PMC7007907 DOI: 10.1007/s00109-020-01874-2] [Citation(s) in RCA: 202] [Impact Index Per Article: 50.5] [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: 05/10/2019] [Revised: 11/05/2019] [Accepted: 01/07/2020] [Indexed: 02/06/2023]
Abstract
In this review, we highlight the role of intratumoral heterogeneity, focusing on the clinical and biological ramifications this phenomenon poses. Intratumoral heterogeneity arises through complex genetic, epigenetic, and protein modifications that drive phenotypic selection in response to environmental pressures. Functionally, heterogeneity provides tumors with significant adaptability. This ranges from mutual beneficial cooperation between cells, which nurture features such as growth and metastasis, to the narrow escape and survival of clonal cell populations that have adapted to thrive under specific conditions such as hypoxia or chemotherapy. These dynamic intercellular interplays are guided by a Darwinian selection landscape between clonal tumor cell populations and the tumor microenvironment. Understanding the involved drivers and functional consequences of such tumor heterogeneity is challenging but also promises to provide novel insight needed to confront the problem of therapeutic resistance in tumors.
Collapse
Affiliation(s)
- Santiago Ramón Y Cajal
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain. .,Pathology Department, Vall d'Hebron Hospital, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain. .,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain. .,Department of Pathology, Vall d'Hebron University Hospital, Autonomous University of Barcelona, Pg. Vall d'Hebron, 119-129, 08035, Barcelona, Spain.
| | - Marta Sesé
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Claudia Capdevila
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Department of Genetics and Development, Columbia University Medical Center, New York, NY, 10032, USA
| | - Trond Aasen
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Leticia De Mattos-Arruda
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, c/Natzaret, 115-117, 08035, Barcelona, Spain
| | - Salvador J Diaz-Cano
- Department of Histopathology, King's College Hospital and King's Health Partners, London, UK
| | - Javier Hernández-Losa
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Pathology Department, Vall d'Hebron Hospital, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| | - Josep Castellví
- Translational Molecular Pathology, Vall d'Hebron Institute of Research (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Pathology Department, Vall d'Hebron Hospital, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Barcelona, Spain
| |
Collapse
|
11
|
De Mattos-Arruda L, Sammut SJ, Ross EM, Bashford-Rogers R, Greenstein E, Markus H, Morganella S, Teng Y, Maruvka Y, Pereira B, Rueda OM, Chin SF, Contente-Cuomo T, Mayor R, Arias A, Ali HR, Cope W, Tiezzi D, Dariush A, Dias Amarante T, Reshef D, Ciriaco N, Martinez-Saez E, Peg V, Ramon Y Cajal S, Cortes J, Vassiliou G, Getz G, Nik-Zainal S, Murtaza M, Friedman N, Markowetz F, Seoane J, Caldas C. The Genomic and Immune Landscapes of Lethal Metastatic Breast Cancer. Cell Rep 2019; 27:2690-2708.e10. [PMID: 31141692 PMCID: PMC6546974 DOI: 10.1016/j.celrep.2019.04.098] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 12/13/2018] [Accepted: 04/22/2019] [Indexed: 02/07/2023] Open
Abstract
The detailed molecular characterization of lethal cancers is a prerequisite to understanding resistance to therapy and escape from cancer immunoediting. We performed extensive multi-platform profiling of multi-regional metastases in autopsies from 10 patients with therapy-resistant breast cancer. The integrated genomic and immune landscapes show that metastases propagate and evolve as communities of clones, reveal their predicted neo-antigen landscapes, and show that they can accumulate HLA loss of heterozygosity (LOH). The data further identify variable tumor microenvironments and reveal, through analyses of T cell receptor repertoires, that adaptive immune responses appear to co-evolve with the metastatic genomes. These findings reveal in fine detail the landscapes of lethal metastatic breast cancer.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK; Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona 08035, Spain
| | - Stephen-John Sammut
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Edith M Ross
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | | | - Erez Greenstein
- Department of Immunology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Havell Markus
- Center for Noninvasive Diagnostics, Translational Genomics Research Institute, Phoenix, AZ 85004, USA; Mayo Clinic Center for Individualized Medicine, Scottsdale, AZ, USA
| | - Sandro Morganella
- Department of Medical Genetics, The Clinical School, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Yvonne Teng
- Cancer Molecular Diagnosis Laboratory, NIHR Cambridge Biomedical Research Centre, Cambridge, UK
| | - Yosef Maruvka
- The Broad Institute, Cambridge, MA 02142, USA; Massachusetts General Hospital Cancer Center and Department of Pathology, Charlestown, MA 02129, USA
| | - Bernard Pereira
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Oscar M Rueda
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Suet-Feung Chin
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Tania Contente-Cuomo
- Center for Noninvasive Diagnostics, Translational Genomics Research Institute, Phoenix, AZ 85004, USA; Mayo Clinic Center for Individualized Medicine, Scottsdale, AZ, USA
| | - Regina Mayor
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona 08035, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain
| | - Alexandra Arias
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona 08035, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain
| | - H Raza Ali
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Wei Cope
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Daniel Tiezzi
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Aliakbar Dariush
- Institute of Astronomy, University of Cambridge, Cambridge CB3 0HA, UK
| | - Tauanne Dias Amarante
- Department of Medical Genetics, The Clinical School, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Dan Reshef
- Department of Immunology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Nikaoly Ciriaco
- Department of Pathology, Vall d'Hebron University Hospital, 08035 Barcelona, Spain
| | - Elena Martinez-Saez
- Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain; Department of Pathology, Vall d'Hebron University Hospital, 08035 Barcelona, Spain
| | - Vicente Peg
- Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain; Department of Pathology, Vall d'Hebron University Hospital, 08035 Barcelona, Spain; Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Santiago Ramon Y Cajal
- Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain; Department of Pathology, Vall d'Hebron University Hospital, 08035 Barcelona, Spain; Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Javier Cortes
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona 08035, Spain; Ramon y Cajal Hospital, 28034 Madrid, Spain
| | - George Vassiliou
- Cancer Molecular Diagnosis Laboratory, NIHR Cambridge Biomedical Research Centre, Cambridge, UK; Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK; Wellcome Trust/MRC Cambridge Stem Cell Institute, Cambridge, UK
| | - Gad Getz
- The Broad Institute, Cambridge, MA 02142, USA; Massachusetts General Hospital Cancer Center and Department of Pathology, Charlestown, MA 02129, USA
| | - Serena Nik-Zainal
- Department of Medical Genetics, The Clinical School, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Muhammed Murtaza
- Center for Noninvasive Diagnostics, Translational Genomics Research Institute, Phoenix, AZ 85004, USA; Mayo Clinic Center for Individualized Medicine, Scottsdale, AZ, USA
| | - Nir Friedman
- Department of Immunology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Florian Markowetz
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK
| | - Joan Seoane
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona 08035, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Madrid, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona 08010, Spain.
| | - Carlos Caldas
- Department of Oncology and Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, UK; Breast Cancer Programme, Cancer Research UK Cambridge Cancer Centre, Cambridge CB2 2QQ, UK.
| |
Collapse
|
12
|
Cristofanilli M, Pierga JY, Reuben J, Rademaker A, Davis AA, Peeters DJ, Fehm T, Nolé F, Gisbert-Criado R, Mavroudis D, Grisanti S, Giuliano M, Garcia-Saenz JA, Stebbing J, Caldas C, Gazzaniga P, Manso L, Zamarchi R, de Lascoiti AF, De Mattos-Arruda L, Ignatiadis M, Cabel L, van Laere SJ, Meier-Stiegen F, Sandri MT, Vidal-Martinez J, Politaki E, Consoli F, Generali D, Cappelletti MR, Diaz-Rubio E, Krell J, Dawson SJ, Raimondi C, Rutten A, Janni W, Munzone E, Carañana V, Agelaki S, Almici C, Dirix L, Solomayer EF, Zorzino L, Darrigues L, Reis-Filho JS, Gerratana L, Michiels S, Bidard FC, Pantel K. The clinical use of circulating tumor cells (CTCs) enumeration for staging of metastatic breast cancer (MBC): International expert consensus paper. Crit Rev Oncol Hematol 2019; 134:39-45. [PMID: 30771872 DOI: 10.1016/j.critrevonc.2018.12.004] [Citation(s) in RCA: 148] [Impact Index Per Article: 29.6] [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: 11/02/2018] [Accepted: 12/17/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The heterogeneity of metastatic breast cancer (MBC) necessitates novel biomarkers allowing stratification of patients for treatment selection and drug development. We propose to use the prognostic utility of circulating tumor cells (CTCs) for stratification of patients with stage IV disease. METHODS In a retrospective, pooled analysis of individual patient data from 18 cohorts, including 2436 MBC patients, a CTC threshold of 5 cells per 7.5 ml was used for stratification based on molecular subtypes, disease location, and prior treatments. Patients with ≥ 5 CTCs were classified as Stage IVaggressive, those with < 5 CTCs as Stage IVindolent. Survival was analyzed using Kaplan-Meier curves and the log rank test. RESULTS For all patients, Stage IVindolent patients had longer median overall survival than those with Stage IVaggressive (36.3 months vs. 16.0 months, P < 0.0001) and similarly for de novo MBC patients (41.4 months Stage IVindolent vs. 18.7 months Stage IVaggressive, p < 0.0001). Moreover, patients with Stage IVindolent disease had significantly longer overall survival across all disease subtypes compared to the aggressive cohort: hormone receptor-positive (44 months vs. 17.3 months, P < 0.0001), HER2-positive (36.7 months vs. 20.4 months, P < 0.0001), and triple negative (23.8 months vs. 9.0 months, P < 0.0001). Similar results were obtained regardless of prior treatment or disease location. CONCLUSIONS We confirm the identification of two subgroups of MBC, Stage IVindolent and Stage IVaggressive, independent of clinical and molecular variables. Thus, CTC count should be considered an important tool for staging of advanced disease and for disease stratification in prospective clinical trials.
Collapse
Affiliation(s)
- Massimo Cristofanilli
- Department of Medicine, Division of Hematology and Oncology, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris, France
| | - James Reuben
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alfred Rademaker
- Department of Medicine, Division of Hematology and Oncology, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Andrew A Davis
- Department of Medicine, Division of Hematology and Oncology, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Dieter J Peeters
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | - Tanja Fehm
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Franco Nolé
- Division of Medical Senology, European Institute of Oncology, Milan, Italy
| | | | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece; Department of Medical Oncology, University Hospital of Heraklion, Greece
| | - Salvatore Grisanti
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | | | - Justin Stebbing
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Paola Gazzaniga
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Rita Zamarchi
- Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | | | - Leticia De Mattos-Arruda
- Val d'Hebron Institute of Oncology, Val d'Hebron University Hospital, and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Michail Ignatiadis
- Department of Medical Oncology and Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Steven J van Laere
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | - Franziska Meier-Stiegen
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Maria-Teresa Sandri
- Division of Laboratory Medicine, Humanitas Reseach Hospital, Rozzano, Milan, Italy
| | | | - Eleni Politaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece; Department of Medical Oncology, University Hospital of Heraklion, Greece
| | - Francesca Consoli
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | - Daniele Generali
- Women Cancer Center, Azienda Socio Sanitaria Territoriale di Cremona, University of Trieste, Italy
| | - Maria Rosa Cappelletti
- Women Cancer Center, Azienda Socio Sanitaria Territoriale di Cremona, University of Trieste, Italy
| | | | - Jonathan Krell
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Sarah-Jane Dawson
- Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Victoria, Australia
| | - Cristina Raimondi
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Annemie Rutten
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | | | - Elisabetta Munzone
- Division of Medical Senology, European Institute of Oncology, Milan, Italy
| | | | - Sofia Agelaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece; Department of Medical Oncology, University Hospital of Heraklion, Greece
| | - Camillo Almici
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | - Luc Dirix
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | | | - Laura Zorzino
- Division of Laboratory Medicine, Humanitas Reseach Hospital, Rozzano, Milan, Italy
| | - Lauren Darrigues
- Department of Medical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Lorenzo Gerratana
- Department of Medicine, Division of Hematology and Oncology, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Medicine, University of Udine, Udine, UD, Italy
| | - Stefan Michiels
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, CESP, INSERM U1018, University Paris-Saclay, University Paris-Sud, Villejuif, France
| | | | - Klaus Pantel
- Department of Tumor Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| |
Collapse
|
13
|
Balic M, Dedic N, De Mattos-Arruda L, Gampenrieder S. News from ASCO 2018. Breast Care (Basel) 2018; 13:298-302. [PMID: 30319333 DOI: 10.1159/000491564] [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: 11/19/2022] Open
Affiliation(s)
- Marija Balic
- Department of Internal Medicine, Division of Oncology, Medical University of Graz, Graz, Austria
| | - Natalija Dedic
- Department of Medical Oncology, University Hospital Centre Zagreb, Zagreb, Croatia
| | | | - Simon Gampenrieder
- University Clinic of Internal Medicine III, Paracelsus Medical University, Salzburg, Austria
| |
Collapse
|
14
|
Preusser M, De Mattos-Arruda L, Thill M, Criscitiello C, Bartsch R, Ruhstaller T, de Azambuja E, Zielinski CC. CDK4/6 inhibitors in the treatment of patients with breast cancer: summary of a multidisciplinary round-table discussion. ESMO Open 2018; 3:e000368. [PMID: 30167331 PMCID: PMC6109817 DOI: 10.1136/esmoopen-2018-000368] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [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: 03/27/2018] [Revised: 06/12/2018] [Accepted: 06/13/2018] [Indexed: 12/14/2022] Open
Abstract
This article is the result of a round-table discussion organised by ESMO Open in Vienna in December 2017. Its purpose is to discuss the background and advances in the evidence regarding cyclin-dependent kinase 4/6 inhibitors (palbociclib, ribociclib and abemaciclib) in the treatment of metastatic and early-stage breast cancer and to explore what the key open research questions are and next steps should be.
Collapse
Affiliation(s)
- Matthias Preusser
- Clinical Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Centre, Medical University Vienna - General Hospital, Vienna, Austria.
| | | | - Marc Thill
- Department of Gynaecology and Obstetrics, Agaplesion Markus Hospital, Frankfurt am Main, Germany
| | - Carmen Criscitiello
- Division of Experimental Therapeutics, European Institute of Oncology, Milano, Italy
| | - Rupert Bartsch
- Clinical Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria; German Breast Group, Neu-Isenburg, Germany
| | - Thomas Ruhstaller
- Breast Center St. Gallen, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Evandro de Azambuja
- Medicine Department, Institut Jules Bordet and L'Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Christoph C Zielinski
- Comprehensive Cancer Centre, Medical University Vienna - General Hospital, Vienna, Austria
| |
Collapse
|
15
|
De Mattos-Arruda L, Sammut SJ, Ross EM, Bashford-Rogers R, Greenstein E, Morganella S, Rueda OM, Martinez-Saez E, Peg V, Cortés J, Nik-Zainal S, Murtaza M, Friedman N, Markowetz F, Seoane J, Caldas C. The integrated genomic and immune landscapes of lethal metastatic breast cancer (MBC). J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.1009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [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)
| | | | - Edith M Ross
- University of Cambridge, Cancer Research UK Cambridge Institute, Cambridge, United Kingdom
| | | | - Erez Greenstein
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | | | - Oscar M Rueda
- Cancer Research UK Cambridge Institute, Cambridge, United Kingdom
| | | | - Vicente Peg
- Pathology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Javier Cortés
- Ramon y Cajal University Hospital, Madrid, and Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | | | | | - Nir Friedman
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | - Florian Markowetz
- Department of Oncology and Cancer Research UK Cambridge Institute, Cambridge, United Kingdom
| | - Joan Seoane
- Vall d’Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
16
|
De Mattos-Arruda L, Ng CKY, Piscuoglio S, Gonzalez-Cao M, Lim RS, De Filippo MR, Fusco N, Schultheis AM, Ortiz C, Viteri S, Arias A, Macedo GS, Oliveira M, Gomez P, Teixidó C, Nuciforo P, Peg V, Saura C, Ramon Y Cajal S, Casas FT, Weigelt B, Cortes J, Seoane J, Reis-Filho JS. Genetic heterogeneity and actionable mutations in HER2-positive primary breast cancers and their brain metastases. Oncotarget 2018; 9:20617-20630. [PMID: 29755676 PMCID: PMC5945519 DOI: 10.18632/oncotarget.25041] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [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: 01/16/2018] [Accepted: 03/12/2018] [Indexed: 12/19/2022] Open
Abstract
Brain metastases constitute a challenge in the management of patients with HER2-positive breast cancer treated with anti-HER2 systemic therapies. Here we sought to define the repertoire of mutations private to or enriched for in HER2-positive brain metastases. Massively parallel sequencing targeting all exons of 254 genes frequently mutated in breast cancers and/or related to DNA repair was used to characterize the spatial and temporal heterogeneity of HER2-positive breast cancers and their brain metastases in six patients. Data were analyzed with state-of-the-art bioinformatics algorithms and selected mutations were validated with orthogonal methods. Spatial and temporal inter-lesion genetic heterogeneity was observed in the HER2-positive brain metastases from an index patient subjected to a rapid autopsy. Genetic alterations restricted to the brain metastases included mutations in cancer genes FGFR2, PIK3CA and ATR, homozygous deletion in CDKN2A and amplification in KRAS. Shifts in clonal composition and the acquisition of additional mutations in the progression from primary HER2-positive breast cancer to brain metastases following anti-HER2 therapy were investigated in additional five patients. Likely pathogenic mutations private to or enriched in the brain lesions affected cancer and clinically actionable genes, including ATR, BRAF, FGFR2, MAP2K4, PIK3CA, RAF1 and TP53. Changes in clonal composition and the acquisition of additional mutations in brain metastases may affect potentially actionable genes in HER2-positive breast cancers. Our observations have potential clinical implications, given that treatment decisions for patients with brain metastatic disease are still mainly based on biomarkers assessed in the primary tumor.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain.,Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Institute of Pathology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Institute of Pathology, University Hospital Basel, Basel, Switzerland
| | | | - Raymond S Lim
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria R De Filippo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicola Fusco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anne M Schultheis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Carolina Ortiz
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Alexandra Arias
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Gabriel S Macedo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mafalda Oliveira
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Patricia Gomez
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Vicente Peg
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Cristina Saura
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain
| | - Santiago Ramon Y Cajal
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Javier Cortes
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain.,Universitat Autònoma de Barcelona, Barcelona, Spain.,Ramon y Cajal University Hospital, Madrid, Spain
| | - Joan Seoane
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron University Hospital, Barcelona, Spain.,Universitat Autònoma de Barcelona, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
17
|
De Mattos-Arruda L. Liquid biopsy for HER2-positive breast cancer brain metastasis: the role of the cerebrospinal fluid. ESMO Open 2017; 2:e000270. [PMID: 29067217 PMCID: PMC5640134 DOI: 10.1136/esmoopen-2017-000270] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 09/05/2017] [Indexed: 01/01/2023] Open
|
18
|
Ramón Y Cajal S, Capdevila C, Hernandez-Losa J, De Mattos-Arruda L, Ghosh A, Lorent J, Larsson O, Aasen T, Postovit LM, Topisirovic I. Cancer as an ecomolecular disease and a neoplastic consortium. Biochim Biophys Acta Rev Cancer 2017; 1868:484-499. [PMID: 28947238 DOI: 10.1016/j.bbcan.2017.09.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 09/19/2017] [Accepted: 09/20/2017] [Indexed: 12/26/2022]
Abstract
Current anticancer paradigms largely target driver mutations considered integral for cancer cell survival and tumor progression. Although initially successful, many of these strategies are unable to overcome the tremendous heterogeneity that characterizes advanced tumors, resulting in the emergence of resistant disease. Cancer is a rapidly evolving, multifactorial disease that accumulates numerous genetic and epigenetic alterations. This results in wide phenotypic and molecular heterogeneity within the tumor, the complexity of which is further amplified through specific interactions between cancer cells and the tumor microenvironment. In this context, cancer may be perceived as an "ecomolecular" disease that involves cooperation between several neoplastic clones and their interactions with immune cells, stromal fibroblasts, and other cell types present in the microenvironment. This collaboration is mediated by a variety of secreted factors. Cancer is therefore analogous to complex ecosystems such as microbial consortia. In the present article, we comment on the current paradigms and perspectives guiding the development of cancer diagnostics and therapeutics and the potential application of systems biology to untangle the complexity of neoplasia. In our opinion, conceptualization of neoplasia as an ecomolecular disease is warranted. Advances in knowledge pertinent to the complexity and dynamics of interactions within the cancer ecosystem are likely to improve understanding of tumor etiology, pathogenesis, and progression. This knowledge is anticipated to facilitate the design of new and more effective therapeutic approaches that target the tumor ecosystem in its entirety.
Collapse
Affiliation(s)
- Santiago Ramón Y Cajal
- Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain; Pathology Department, Vall d'Hebron Hospital, 08035 Barcelona, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Spain.
| | - Claudia Capdevila
- Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Javier Hernandez-Losa
- Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain; Pathology Department, Vall d'Hebron Hospital, 08035 Barcelona, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Spain
| | - Leticia De Mattos-Arruda
- Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Abhishek Ghosh
- Lady Davis Institute, JGH, SMBD, Gerald-Bronfman Department of Oncology, McGill University QC, Montreal H3T 1E2, Canada
| | - Julie Lorent
- Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet, 171 65 Solna, Sweden
| | - Ola Larsson
- Department of Oncology-Pathology, Science for Life Laboratory, Karolinska Institutet, 171 65 Solna, Sweden
| | - Trond Aasen
- Translational Molecular Pathology, Vall d'Hebron Research Institute (VHIR), Universitat Autònoma de Barcelona, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain; Spanish Biomedical Research Network Centre in Oncology (CIBERONC), Spain
| | - Lynne-Marie Postovit
- Cancer Research Institute of Northern Alberta Department of Oncology, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Ivan Topisirovic
- Lady Davis Institute, JGH, SMBD, Gerald-Bronfman Department of Oncology, McGill University QC, Montreal H3T 1E2, Canada
| |
Collapse
|
19
|
Aapro M, Astier A, Audisio R, Banks I, Bedossa P, Brain E, Cameron D, Casali P, Chiti A, De Mattos-Arruda L, Kelly D, Lacombe D, Nilsson PJ, Piccart M, Poortmans P, Riklund K, Saeter G, Schrappe M, Soffietti R, Travado L, van Poppel H, Wait S, Naredi P. Identifying critical steps towards improved access to innovation in cancer care: a European CanCer Organisation position paper. Eur J Cancer 2017; 82:193-202. [PMID: 28692951 DOI: 10.1016/j.ejca.2017.04.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Accepted: 04/03/2017] [Indexed: 12/25/2022]
Abstract
In recent decades cancer care has seen improvements in the speed and accuracy of diagnostic procedures; the effectiveness of surgery, radiation therapy and medical treatments; the power of information technology; and the development of multidisciplinary, specialist-led approaches to care. Such innovations are essential if we are to continue improving the lives of cancer patients across Europe despite financial pressures on our healthcare systems. Investment in innovation must be balanced with the need to ensure the sustainability of healthcare budgets, and all health professionals have a responsibility to help achieve this balance. It requires scrutiny of the way care is delivered; we must be ready to discontinue practices or interventions that are inefficient, and prioritise innovations that may deliver the best outcomes possible for patients within the limits of available resources. Decisions on innovations should take into account their long-term impact on patient outcomes and costs, not just their immediate costs. Adopting a culture of innovation requires a multidisciplinary team approach, with the patient at the centre and an integral part of the team. It must take a whole-system and whole-patient perspective on cancer care and be guided by high-quality real-world data, including outcomes relevant to the patient and actual costs of care; this accurately reflects the impact of any innovation in clinical practice. The European CanCer Organisation is committed to working with its member societies, patient organisations and the cancer community at large to find sustainable ways to identify and integrate the most meaningful innovations into all aspects of cancer care.
Collapse
Affiliation(s)
| | | | | | - Ian Banks
- ECCO Patient Advisory Committee (PAC)
| | | | | | | | | | | | | | | | - Denis Lacombe
- European Organisation for Research and Treatment of Cancer (EORTC)
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Callari M, Sammut SJ, De Mattos-Arruda L, Bruna A, Rueda OM, Chin SF, Caldas C. Intersect-then-combine approach: improving the performance of somatic variant calling in whole exome sequencing data using multiple aligners and callers. Genome Med 2017; 9:35. [PMID: 28420412 PMCID: PMC5394620 DOI: 10.1186/s13073-017-0425-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 03/24/2017] [Indexed: 02/02/2023] Open
Abstract
Bioinformatic analysis of genomic sequencing data to identify somatic mutations in cancer samples is far from achieving the required robustness and standardisation. In this study we generated a whole exome sequencing benchmark dataset using the platinum genome sample NA12878 and developed an intersect-then-combine (ITC) approach to increase the accuracy in calling single nucleotide variants (SNVs) and indels in tumour-normal pairs. We evaluated the effect of alignment, base quality recalibration, mutation caller and filtering on sensitivity and false positive rate. The ITC approach increased the sensitivity up to 17.1%, without increasing the false positive rate per megabase (FPR/Mb) and its validity was confirmed in a set of clinical samples.
Collapse
Affiliation(s)
- Maurizio Callari
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| | | | | | - Alejandra Bruna
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Oscar M. Rueda
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Suet-Feung Chin
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Carlos Caldas
- CRUK Cambridge Institute, University of Cambridge, Cambridge, UK
| |
Collapse
|
21
|
De Mattos-Arruda L, Bottai G, Nuciforo PG, Di Tommaso L, Giovannetti E, Peg V, Losurdo A, Pérez-Garcia J, Masci G, Corsi F, Cortés J, Seoane J, Calin GA, Santarpia L. MicroRNA-21 links epithelial-to-mesenchymal transition and inflammatory signals to confer resistance to neoadjuvant trastuzumab and chemotherapy in HER2-positive breast cancer patients. Oncotarget 2016; 6:37269-80. [PMID: 26452030 PMCID: PMC4741929 DOI: 10.18632/oncotarget.5495] [Citation(s) in RCA: 114] [Impact Index Per Article: 14.3] [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: 06/25/2015] [Accepted: 09/25/2015] [Indexed: 12/11/2022] Open
Abstract
Patients with primary HER2-positive breast cancer benefit from HER2-targeted therapies. Nevertheless, a significant proportion of these patients die of disease progression due to mechanisms of drug resistance. MicroRNAs (miRNAs) are emerging as critical core regulators of drug resistance that act by modulating the epithelial- to-mesenchymal transition (EMT) and cancer-related immune responses. In this study, we investigated the association between the expression of a specific subset of 14 miRNAs involved in EMT processes and immune functions and the response to neoadjuvant trastuzumab and chemotherapy in 52 patients with HER2-overexpressing breast tumors. The expression of only a single miRNA, miR-21, was significantly associated with residual disease (p = 0.030) and increased after trastuzumab-chemotherapy (p = 0.012). A target prediction analysis coupled with in vitro and in vivo validations revealed that miR-21 levels inversely correlated with the expression of PTEN (rs = −0.502; p = 0.005) and PDCD4 (rs = −0.426; p = 0.019), which differentially influenced the drug sensitivity of HER2-positive breast cancer cells. However, PTEN expression was only marginally associated with residual disease. We further demonstrated that miR-21 was able to affect the response to both trastuzumab and chemotherapy, triggering an IL-6/STAT3/NF-κB-mediated signaling loop and activating the PI3K pathway. Our findings support the ability of miR-21 signaling to sustain EMT and shape the tumor immune microenvironment in HER2-positive breast cancer. Collectively, these data provide a rationale for using miR-21 expression as a biomarker to select trastuzumab-chemotherapy-resistant HER2-positive breast cancer patients who may benefit from treatments containing PI3K inhibitors or immunomodulatory drugs.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Giulia Bottai
- Oncology Experimental Therapeutics Unit, IRCCS Humanitas Clinical and Research Institute, Rozzano, Milan, Italy
| | - Paolo G Nuciforo
- Molecular Oncology Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Luca Di Tommaso
- Division of Pathology, IRCCS Humanitas Clinical and Research Institute, Rozzano, Milan, Italy, University of Milan, Milan, Italy
| | - Elisa Giovannetti
- Department of Medical Oncology, VU University Medical Center, Amsterdam, The Netherlands.,Cancer Pharmacology Laboratory, AIRC Start-Up Unit, University of Pisa, Pisa, Italy
| | - Vicente Peg
- Pathology Department, Vall d'Hebron University Hospital, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Agnese Losurdo
- Division of Oncology and Hematology, IRCCS Humanitas Clinical and Research Institute, Rozzano, Milan, Italy
| | - José Pérez-Garcia
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Giovanna Masci
- Division of Oncology and Hematology, IRCCS Humanitas Clinical and Research Institute, Rozzano, Milan, Italy
| | - Fabio Corsi
- Deparment of Clinical and Biomedical Sciences "Luigi Sacco", University of Milan, Milan, Italy
| | - Javier Cortés
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain.,Ramon y Cajal University Hospital, Madrid, Spain
| | - Joan Seoane
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - George A Calin
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Libero Santarpia
- Oncology Experimental Therapeutics Unit, IRCCS Humanitas Clinical and Research Institute, Rozzano, Milan, Italy
| |
Collapse
|
22
|
De Mattos-Arruda L, Shen R, Reis-Filho JS, Cortés J. Translating neoadjuvant therapy into survival benefits: one size does not fit all. Nat Rev Clin Oncol 2016; 13:566-79. [PMID: 27000962 DOI: 10.1038/nrclinonc.2016.35] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Neoadjuvant therapy has been established as an effective therapeutic approach for patients with locally advanced breast cancer. Similar outcomes between neoadjuvant and adjuvant chemotherapy have been demonstrated in several trials. Nevertheless, neoadjuvant therapy has some advantages over adjuvant therapy, including tumour downstaging, in vivo assessment of therapeutic efficacy, reduced treatment durations, and the need to enrol fewer patients for clinical trials to reach their preplanned objectives. The number of neoadjuvant trials in patients with breast cancer has increased substantially in the past 5 years, particularly in the context of HER2-positive disease. Substantial improvements in the pathological complete response rate to anti-HER2 therapy, a proposed surrogate end point for long-term clinical benefit, have been observed with neoadjuvant dual-agent HER2 blockade. Thus, it was hypothesized that this approach would provide additional survival benefits over standard-of-care therapy with the anti-HER2 antibody trastuzumab in the adjuvant setting. Emerging data, however, are calling this notion into question. We discuss potential reasons why results of neoadjuvant trials of targeted therapies have not been mirrored in the adjuvant setting, and other than inherent differences in clinical-trial designs and statistical power, we consider how the biology of the disease, patient characteristics, and drug administration and schedule might influence the results.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA.,Medical Oncology Department, Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Paseo Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Faculty of Medicine, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaza Cívica, 08193 Bellaterra, Barcelona, Spain
| | - Ronglai Shen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Javier Cortés
- Medical Oncology Department, Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Paseo Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Ramon y Cajal University Hospital, Ctra. de Colmenar Viejo, 28034 Madrid, Spain.,Medica Scientia Innovation Research (MedSIR), C/ Rambla Catalunya 2, 2D, 08007 Barcelona, Spain
| |
Collapse
|
23
|
Piscuoglio S, Ng CKY, Murray MP, Guerini-Rocco E, Martelotto LG, Geyer FC, Bidard FC, Berman S, Fusco N, Sakr RA, Eberle CA, De Mattos-Arruda L, Macedo GS, Akram M, Baslan T, Hicks JB, King TA, Brogi E, Norton L, Weigelt B, Hudis CA, Reis-Filho JS. The Genomic Landscape of Male Breast Cancers. Clin Cancer Res 2016; 22:4045-56. [PMID: 26960396 DOI: 10.1158/1078-0432.ccr-15-2840] [Citation(s) in RCA: 99] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 02/29/2016] [Indexed: 01/07/2023]
Abstract
PURPOSE Male breast cancer is rare, and its genomic landscape has yet to be fully characterized. Lacking studies in men, treatment of males with breast cancer is extrapolated from results in females with breast cancer. We sought to define whether male breast cancers harbor somatic genetic alterations in genes frequently altered in female breast cancers. EXPERIMENTAL DESIGN All male breast cancers were estrogen receptor-positive, and all but two were HER2-negative. Fifty-nine male breast cancers were subtyped by immunohistochemistry, and tumor-normal pairs were microdissected and subjected to massively parallel sequencing targeting all exons of 241 genes frequently mutated in female breast cancers or DNA-repair related. The repertoires of somatic mutations and copy number alterations of male breast cancers were compared with that of subtype-matched female breast cancers. RESULTS Twenty-nine percent and 71% of male breast cancers were immunohistochemically classified as luminal A-like or luminal B-like, respectively. Male breast cancers displayed a heterogeneous repertoire of somatic genetic alterations that to some extent recapitulated that of estrogen receptor (ER)-positive/HER2-negative female breast cancers, including recurrent mutations affecting PIK3CA (20%) and GATA3 (15%). ER-positive/HER2-negative male breast cancers, however, less frequently harbored 16q losses, and PIK3CA and TP53 mutations than ER-positive/HER2-negative female breast cancers. In addition, male breast cancers were found to be significantly enriched for mutations affecting DNA repair-related genes. CONCLUSIONS Male breast cancers less frequently harbor somatic genetic alterations typical of ER-positive/HER2-negative female breast cancers, such as PIK3CA and TP53 mutations and losses of 16q, suggesting that at least a subset of male breast cancers are driven by a distinct repertoire of somatic changes. Given the genomic differences, caution may be needed in the application of biologic and therapeutic findings from studies of female breast cancers to male breast cancers. Clin Cancer Res; 22(16); 4045-56. ©2016 AACR.
Collapse
Affiliation(s)
- Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Melissa P Murray
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Elena Guerini-Rocco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York. Department of Pathology, European Institute of Oncology, Milan, Italy
| | - Luciano G Martelotto
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Felipe C Geyer
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York. Department of Pathology, Hospital Israelita Albert Einstein, Instituto Israelita de Ensino e Pesquisa, São Paulo, Brazil
| | - Francois-Clement Bidard
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York. Department of Medical Oncology, Institut Curie, Paris, France
| | - Samuel Berman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nicola Fusco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York. Division of Pathology, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Rita A Sakr
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Carey A Eberle
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Gabriel S Macedo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Muzaffar Akram
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Timour Baslan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York. Department of Molecular and Cellular Biology, Stony Brook University, Stony Brook, New York. Department of Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James B Hicks
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Tari A King
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Edi Brogi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Larry Norton
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Clifford A Hudis
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.
| |
Collapse
|
24
|
De Mattos-Arruda L, Caldas C. Cell-free circulating tumour DNA as a liquid biopsy in breast cancer. Mol Oncol 2016; 10:464-74. [PMID: 26776681 PMCID: PMC5528975 DOI: 10.1016/j.molonc.2015.12.001] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [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: 10/19/2015] [Revised: 11/26/2015] [Accepted: 12/03/2015] [Indexed: 12/14/2022] Open
Abstract
Recent developments in massively parallel sequencing and digital genomic techniques support the clinical validity of cell-free circulating tumour DNA (ctDNA) as a 'liquid biopsy' in human cancer. In breast cancer, ctDNA detected in plasma can be used to non-invasively scan tumour genomes and quantify tumour burden. The applications for ctDNA in plasma include identifying actionable genomic alterations, monitoring treatment responses, unravelling therapeutic resistance, and potentially detecting disease progression before clinical and radiological confirmation. ctDNA may be used to characterise tumour heterogeneity and metastasis-specific mutations providing information to adapt the therapeutic management of patients. In this article, we review the current status of ctDNA as a 'liquid biopsy' in breast cancer.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK; Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK; Department of Oncology, University of Cambridge, Cambridge, UK; Cambridge Experimental Cancer Medicine Centre and NIHR Cambridge Biomedical Research Centre, Cambridge, UK.
| |
Collapse
|
25
|
De Mattos-Arruda L, Mayor R, Ng CKY, Weigelt B, Martínez-Ricarte F, Torrejon D, Oliveira M, Arias A, Raventos C, Tang J, Guerini-Rocco E, Martínez-Sáez E, Lois S, Marín O, de la Cruz X, Piscuoglio S, Towers R, Vivancos A, Peg V, Ramon y Cajal S, Carles J, Rodon J, González-Cao M, Tabernero J, Felip E, Sahuquillo J, Berger MF, Cortes J, Reis-Filho JS, Seoane J. Cerebrospinal fluid-derived circulating tumour DNA better represents the genomic alterations of brain tumours than plasma. Nat Commun 2015; 6:8839. [PMID: 26554728 PMCID: PMC5426516 DOI: 10.1038/ncomms9839] [Citation(s) in RCA: 526] [Impact Index Per Article: 58.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 10/08/2015] [Indexed: 12/16/2022] Open
Abstract
Cell-free circulating tumour DNA (ctDNA) in plasma has been shown to be informative of the genomic alterations present in tumours and has been used to monitor tumour progression and response to treatments. However, patients with brain tumours do not present with or present with low amounts of ctDNA in plasma precluding the genomic characterization of brain cancer through plasma ctDNA. Here we show that ctDNA derived from central nervous system tumours is more abundantly present in the cerebrospinal fluid (CSF) than in plasma. Massively parallel sequencing of CSF ctDNA more comprehensively characterizes the genomic alterations of brain tumours than plasma, allowing the identification of actionable brain tumour somatic mutations. We show that CSF ctDNA levels longitudinally fluctuate in time and follow the changes in brain tumour burden providing biomarkers to monitor brain malignancies. Moreover, CSF ctDNA is shown to facilitate and complement the diagnosis of leptomeningeal carcinomatosis. DNA circulating in the plasma of cancer patients carries features of the primary tumour, however such DNA is found in low levels in brain cancer patients. Here, the authors show that circulating tumour DNA can be detected in the cerebral spinal fluid of cancer patients and that this better recapitulates the primary tumour compared to DNA from the plasma.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA.,Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Regina Mayor
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Francisco Martínez-Ricarte
- Universitat Autònoma de Barcelona, 08193 Barcelona, Spain.,Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Davis Torrejon
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Mafalda Oliveira
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Alexandra Arias
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Carolina Raventos
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Jiabin Tang
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Elena Guerini-Rocco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Elena Martínez-Sáez
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Sergio Lois
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Oscar Marín
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Xavier de la Cruz
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Russel Towers
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Vicente Peg
- Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Santiago Ramon y Cajal
- Universitat Autònoma de Barcelona, 08193 Barcelona, Spain.,Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Joan Carles
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Jordi Rodon
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | | | - Josep Tabernero
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Enriqueta Felip
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Joan Sahuquillo
- Universitat Autònoma de Barcelona, 08193 Barcelona, Spain.,Vall d'Hebron Institute of Research, Vall d'Hebron University Hospital, Ps Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Michael F Berger
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
| | - Javier Cortes
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Joan Seoane
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, P. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Universitat Autònoma de Barcelona, 08193 Barcelona, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| |
Collapse
|
26
|
De Mattos-Arruda L, Mayor R, Ng CKY, Weigelt B, Martínez-Ricarte F, Torrejon D, Oliveira M, Raventos C, Arias A, Guerini-Rocco E, Martínez-Sáez E, Lois S, Marín O, de la Cruz X, Piscuoglio S, Towers R, Vivancos A, Peg V, Ramon y Cajal S, Rodon J, Felip E, Sahuquillo J, Tabernero J, Cortes J, Reis-Filho JS, Seoane J. Abstract 930: Analysis of cell-free tumor DNA in cerebrospinal fluid to characterize and monitor the genetic alterations of brain tumors. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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: Genetic characterization and monitoring of brain tumors is challenging given the restricted sampling of tumors and the limited abundance of brain tumor-derived circulating tumor DNA (ctDNA) in the plasma. Here, we sought to define whether cerebrospinal fluid (CSF) could serve as a ‘liquid biopsy’ for the genetic characterization of tumor DNA originated from the central nervous system (CNS) of patients (pts) with brain tumors.
Methods: CSF, plasma and tumor tissue were obtained from pts with glioblastoma (GBM), brain metastases from breast (BMBC) and lung cancers (BMLC) and leptomeningeal carcinomatosis (LC). Whole exome sequencing was done in CSF and tumor (n = 3) and was coupled with digital PCR for monitoring CSF and plasma ctDNA (n = 6). Targeted capture massively parallel sequencing of 39 samples from 4 BMBC pts, including samples from CSF, plasma and matched metastatic sites obtained at autopsy was performed using two independent platforms (MSK-IMPACT (341 genes) and BC panel (254 genes most frequently mutated in BC)) comprising 488 unique genes. Sequencing was performed on an Illumina HiSeq2000. Single nucleotide variants were defined using MuTect, and indels using Varscan. Copy number alterations were assessed using Varscan2 and GISTIC.
Results: Whole exome sequencing of tumor and CSF DNA revealed a high proportion of tumor-derived cell-free DNA in the CSF of 3 pts (1 GBM, 2 BMBC). We identified actionable somatic mutations (EGFR L858R, IDH1 R132H) and also IDH1 mutations associated with molecular diagnosis of proneural GBM. In CSF and plasma ctDNA of 6 pts with GBM, BMBC, BMLC, we observed that the mutations present in the CSF ctDNA, but not plasma ctDNA, and their mutant allele fractions (MAFs) correlated with brain tumor burden. In 3 pts with suspected LC, we compared the results of cytopathologic analysis and CSF ctDNA obtained from samples used for cytopathologic diagnosis, and observed that CSF ctDNA was more robust and sensitive for the diagnosis of LC. The analysis of synchronous CSF ctDNA, plasma ctDNA and intra- and extra-cranial metastases from 4 autopsied BMBC pts showed that CSF ctDNA recapitulated the somatic genetic alterations present in the intra-cranial lesions. We detected similar MAFs for the truncal mutations (RB1, KMT2D, AHNAK2) in both CSF and plasma DNA of BMBC3, a pt with Li-Fraumeni syndrome and a diagnosis of concurrent BMBC and esthesioneuroblastoma; however, mutations in PIK3CB, PAK7, MSH5 found only in the CNS implant of each disease were only detected in the CSF but not in the plasma DNA.
Conclusions: Brain tumor-derived ctDNA is abundantly present in the CSF of brain cancer pts and compared to plasma ctDNA, CSF ctDNA is more representative of the brain lesions. Our results demonstrate that massively parallel sequencing can be performed using CSF DNA, allowing for the non-invasive genomic characterization and monitoring of brain lesions.
Citation Format: Leticia De Mattos-Arruda, Regina Mayor, Charlotte K. Y. Ng, Britta Weigelt, Francisco Martínez-Ricarte, Davis Torrejon, Mafalda Oliveira, Carolina Raventos, Alexandra Arias, Elena Guerini-Rocco, Elena Martínez-Sáez, Sergio Lois, Oscar Marín, Xavier de la Cruz, Salvatore Piscuoglio, Russell Towers, Ana Vivancos, Vicente Peg, Santiago Ramon y Cajal, Jordi Rodon, Enriqueta Felip, Joan Sahuquillo, Josep Tabernero, Javier Cortes, Jorge S. Reis-Filho, Joan Seoane. Analysis of cell-free tumor DNA in cerebrospinal fluid to characterize and monitor the genetic alterations of brain tumors. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 930. doi:10.1158/1538-7445.AM2015-930
Collapse
Affiliation(s)
| | - Regina Mayor
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | | - Sergio Lois
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | - Oscar Marín
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | | | - Ana Vivancos
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | - Vicente Peg
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Jordi Rodon
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | | | - Javier Cortes
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Joan Seoane
- 1Vall d'Hebron University Hospital, Barcelona, Spain
| |
Collapse
|
27
|
Guerini-Rocco E, Hodi Z, Piscuoglio S, Ng CKY, Rakha EA, Schultheis AM, Marchiò C, da Cruz Paula A, De Filippo MR, Martelotto LG, De Mattos-Arruda L, Edelweiss M, Jungbluth AA, Fusco N, Norton L, Weigelt B, Ellis IO, Reis-Filho JS. The repertoire of somatic genetic alterations of acinic cell carcinomas of the breast: an exploratory, hypothesis-generating study. J Pathol 2015; 237:166-78. [PMID: 26011570 DOI: 10.1002/path.4566] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Revised: 05/01/2015] [Accepted: 05/19/2015] [Indexed: 12/12/2022]
Abstract
Acinic cell carcinoma (ACC) of the breast is a rare form of triple-negative (that is, oestrogen receptor-negative, progesterone receptor-negative, HER2-negative) salivary gland-type tumour displaying serous acinar differentiation. Despite its triple-negative phenotype, breast ACCs are reported to have an indolent clinical behaviour. Here, we sought to define whether ACCs have a mutational repertoire distinct from that of other triple-negative breast cancers (TNBCs). DNA was extracted from microdissected formalin-fixed, paraffin-embedded sections of tumour and normal tissue from two pure and six mixed breast ACCs. Each tumour component of the mixed cases was microdissected separately. Tumour and normal samples were subjected to targeted capture massively parallel sequencing targeting all exons of 254 genes, including genes most frequently mutated in breast cancer and related to DNA repair. Selected somatic mutations were validated by targeted amplicon resequencing and Sanger sequencing. Akin to other forms of TNBC, the most frequently mutated gene found in breast ACCs was TP53 (one pure and six mixed cases). Additional somatic mutations affecting breast cancer-related genes found in ACCs included PIK3CA, MTOR, CTNNB1, BRCA1, ERBB4, ERBB3, INPP4B, and FGFR2. Copy number alteration analysis revealed complex patterns of gains and losses similar to those of common forms of TNBCs. Of the mixed cases analysed, identical somatic mutations were found in the acinic and the high-grade non-acinic components in two out of four cases analysed, providing evidence of their clonal relatedness. In conclusion, breast ACCs display the hallmark somatic genetic alterations found in high-grade forms of TNBC, including complex patterns of gene copy number alterations and recurrent TP53 mutations. Furthermore, we provide circumstantial genetic evidence to suggest that ACCs may constitute the substrate for the development of more aggressive forms of triple-negative disease.
Collapse
Affiliation(s)
- Elena Guerini-Rocco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,School of Pathology, University of Milan, Italy
| | - Zsolt Hodi
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emad A Rakha
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Anne M Schultheis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Caterina Marchiò
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medical Sciences, University of Turin, Turin, Italy
| | - Arnaud da Cruz Paula
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Maria R De Filippo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luciano G Martelotto
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Leticia De Mattos-Arruda
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Marcia Edelweiss
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Achim A Jungbluth
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicola Fusco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,School of Pathology, University of Milan, Italy
| | - Larry Norton
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ian O Ellis
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
28
|
Abstract
SUMMARY Technological development in the field of circulating biomarkers has allowed the identification of circulating tumor cells in the peripheral blood of patients with glioblastoma. This opens a new avenue of research with implications for the understanding and clinical managing of this fatal disease.
Collapse
Affiliation(s)
- Joan Seoane
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain. Universitat Autònoma de Barcelona, Barcelona, Spain. Institució Catalana de Recerca I Estudis Avançats (ICREA), Barcelona, Spain.
| | - Leticia De Mattos-Arruda
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain. Universitat Autònoma de Barcelona, Barcelona, Spain
| |
Collapse
|
29
|
Piscuoglio S, Hodi Z, Katabi N, Guerini-Rocco E, Macedo GS, Ng CKY, Edelweiss M, De Mattos-Arruda L, Wen HY, Rakha EA, Ellis IO, Rubin BP, Weigelt B, Reis-Filho JS. Are acinic cell carcinomas of the breast and salivary glands distinct diseases? Histopathology 2015; 67:529-37. [PMID: 25688711 DOI: 10.1111/his.12673] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2015] [Accepted: 02/11/2015] [Indexed: 02/04/2023]
Abstract
AIMS Acinic cell carcinomas (AcCC) of the breast have been reported to constitute the breast counterpart of salivary gland AcCCs, based on the similarities of their histological and immunohistochemical features. Breast AcCC is a vanishingly rare form of triple-negative breast cancer (TNBC). Recent studies have demonstrated that in TNBCs, the two driver genes most frequently mutated are TP53 (82%) and PIK3CA (10%). We sought to define whether breast AcCCs would harbour TP53 and PIK3CA somatic mutations, and if so, whether these would be present in salivary gland AcCCs. METHODS AND RESULTS Sanger sequencing of the entire coding region of TP53 and of PIK3CA hotspot mutation sites of 10 breast and 20 salivary gland microdissected AcCCs revealed eight TP53 (80%) and one PIK3CA (10%) somatic mutations in breast AcCCs. No somatic mutations affecting these genes were found in the 20 salivary gland AcCCs analysed. CONCLUSIONS Our findings demonstrate that breast AcCCs display TP53 and PIK3CA mutations at frequencies similar to those of common types of TNBCs, whereas these genes appear not to be altered in salivary gland AcCCs, suggesting that despite their similar histological appearances, AcCCs of the breast and salivary glands probably constitute unrelated diseases.
Collapse
Affiliation(s)
- Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zsolt Hodi
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Nora Katabi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elena Guerini-Rocco
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,School of Pathology, University of Milan, Milan, Italy
| | - Gabriel S Macedo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marcia Edelweiss
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Leticia De Mattos-Arruda
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Hannah Y Wen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Emad A Rakha
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Ian O Ellis
- Department of Pathology, University of Nottingham, Nottingham, UK
| | - Brian P Rubin
- Department of Pathology, Robert J Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
30
|
Piscuoglio S, Ng CKY, Martelotto LG, Eberle CA, Cowell CF, Natrajan R, Bidard FC, De Mattos-Arruda L, Wilkerson PM, Mariani O, Vincent-Salomon A, Weigelt B, Reis-Filho JS. Integrative genomic and transcriptomic characterization of papillary carcinomas of the breast. Mol Oncol 2014; 8:1588-602. [PMID: 25041824 PMCID: PMC5037246 DOI: 10.1016/j.molonc.2014.06.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [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: 03/09/2014] [Revised: 06/08/2014] [Accepted: 06/17/2014] [Indexed: 02/06/2023] Open
Abstract
Papillary carcinoma (PC) is a rare type of breast cancer, which comprises three histologic subtypes: encapsulated PC (EPC), solid PC (SPC) and invasive PC (IPC). Microarray‐based gene expression and Affymetrix SNP 6.0 gene copy number profiling, and RNA‐sequencing revealed that PCs are luminal breast cancers that display transcriptomic profiles distinct from those of grade‐ and estrogen receptor (ER)‐matched invasive ductal carcinomas of no special type (IDC‐NSTs), and that the papillary histologic pattern is unlikely to be underpinned by a highly recurrent expressed fusion gene or a highly recurrent expressed mutation. Despite displaying similar patterns of gene copy number alterations, significant differences in the transcriptomic profiles of EPCs, SPCs and IPCs were found, and may account for their different histologic features. Papillary carcinomas of the breast display distinctive transcriptomic profiles. Proliferation‐related genes are expressed at low levels in papillary carcinomas. Papillary carcinomas are unlikely to be underpinned by a highly recurrent fusion gene. Papillary carcinomas are unlikely to be underpinned by a highly recurrent expressed mutation.
Collapse
Affiliation(s)
- Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Luciano G Martelotto
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Carey A Eberle
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Catherine F Cowell
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Rachael Natrajan
- The Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, London, UK
| | - François-Clement Bidard
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA; Institut Curie, Department of Biopathology and INSERM U934, Paris, France
| | - Leticia De Mattos-Arruda
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Paul M Wilkerson
- The Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, London, UK
| | - Odette Mariani
- Institut Curie, Department of Biopathology and INSERM U934, Paris, France
| | | | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York 10065, NY, USA.
| |
Collapse
|
31
|
Bidard FC, Peeters DJ, Fehm T, Nolé F, Gisbert-Criado R, Mavroudis D, Grisanti S, Generali D, Garcia-Saenz JA, Stebbing J, Caldas C, Gazzaniga P, Manso L, Zamarchi R, de Lascoiti AF, De Mattos-Arruda L, Ignatiadis M, Lebofsky R, van Laere SJ, Meier-Stiegen F, Sandri MT, Vidal-Martinez J, Politaki E, Consoli F, Bottini A, Diaz-Rubio E, Krell J, Dawson SJ, Raimondi C, Rutten A, Janni W, Munzone E, Carañana V, Agelaki S, Almici C, Dirix L, Solomayer EF, Zorzino L, Johannes H, Reis-Filho JS, Pantel K, Pierga JY, Michiels S. Clinical validity of circulating tumour cells in patients with metastatic breast cancer: a pooled analysis of individual patient data. Lancet Oncol 2014; 15:406-14. [PMID: 24636208 DOI: 10.1016/s1470-2045(14)70069-5] [Citation(s) in RCA: 583] [Impact Index Per Article: 58.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND We aimed to assess the clinical validity of circulating tumour cell (CTC) quantification for prognostication of patients with metastatic breast cancer by undertaking a pooled analysis of individual patient data. METHODS We contacted 51 European centres and asked them to provide reported and unreported anonymised data for individual patients with metastatic breast cancer who participated in studies between January, 2003, and July, 2012. Eligible studies had participants starting a new line of therapy, data for progression-free survival or overall survival, or both, and CTC quantification by the CellSearch method at baseline (before start of new treatment). We used Cox regression models, stratified by study, to establish the association between CTC count and progression-free survival and overall survival. We used the landmark method to assess the prognostic value of CTC and serum marker changes during treatment. We assessed the added value of CTCs or serum markers to prognostic clinicopathological models in a resampling procedure using likelihood ratio (LR) χ(2) statistics. FINDINGS 17 centres provided data for 1944 eligible patients from 20 studies. 911 patients (46·9%) had a CTC count of 5 per 7·5 mL or higher at baseline, which was associated with decreased progression-free survival (hazard ratio [HR] 1·92, 95% CI 1·73-2·14, p<0·0001) and overall survival (HR 2·78, 95% CI 2·42-3·19, p<0·0001) compared with patients with a CTC count of less than 5 per 7·5 mL at baseline. Increased CTC counts 3-5 weeks after start of treatment, adjusted for CTC count at baseline, were associated with shortened progression-free survival (HR 1·85, 95% CI 1·48-2·32, p<0·0001) and overall survival (HR 2·26, 95% CI 1·68-3·03) as were increased CTC counts after 6-8 weeks (progression-free survival HR 2·20, 95% CI 1·66-2·90, p<0·0001; overall survival HR 2·91, 95% CI 2·01-4·23, p<0·0001). Survival prediction was significantly improved by addition of baseline CTC count to the clinicopathological models (progression-free survival LR 38·4, 95% CI 21·9-60·3, p<0·0001; overall survival LR 64·9, 95% CI 41·3-93·4, p<0·0001). This model was further improved by addition of CTC change at 3-5 weeks (progression-free survival LR 8·2, 95% CI 0·78-20·4, p=0·004; overall survival LR 11·5, 95% CI 2·6-25·1, p=0·0007) and at 6-8 weeks (progression-free survival LR 15·3, 95% CI 5·2-28·3; overall survival LR 14·6, 95% CI 4·0-30·6; both p<0·0001). Carcinoembryonic antigen and cancer antigen 15-3 concentrations at baseline and during therapy did not add significant information to the best baseline model. INTERPRETATION These data confirm the independent prognostic effect of CTC count on progression-free survival and overall survival. CTC count also improves the prognostication of metastatic breast cancer when added to full clinicopathological predictive models, whereas serum tumour markers do not. FUNDING Janssen Diagnostics, the Nuovo-Soldati foundation for cancer research.
Collapse
Affiliation(s)
- François-Clément Bidard
- Department of Medical Oncology and SIRIC, Institut Curie, Paris, France; Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Dieter J Peeters
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | - Tanja Fehm
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Franco Nolé
- Division of Medical Senology, European Institute of Oncology, Milan, Italy
| | | | | | - Salvatore Grisanti
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | | | - Jose A Garcia-Saenz
- Department of Oncology, Hospital Clinico San Carlos, Department of Medicine, University Complutense of Madrid, Spain
| | - Justin Stebbing
- Imperial College and Imperial College Healthcare NHS Trust, London, UK
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK; Cambridge Experimental Cancer Medicine Centre, Addenbrooke's Hospital, Cambridge University Hospital NHS Foundation Trust, and NIHR Cambridge Biomedical Research Centre, Cambridge, UK; Cambridge Breast Unit, Addenbrooke's Hospital, Cambridge University Hospital NHS Foundation Trust, and NIHR Cambridge Biomedical Research Centre, Cambridge, UK
| | - Paola Gazzaniga
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | | | | | - Leticia De Mattos-Arruda
- Val d'Hebron Institute of Oncology, Val d'Hebron University Hospital, and Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Michail Ignatiadis
- Department of Medical Oncology and Breast Cancer Translational Research Laboratory, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Ronald Lebofsky
- Department of Medical Oncology and SIRIC, Institut Curie, Paris, France
| | - Steven J van Laere
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium; Department of Oncology, KU-Leuven, Leuven, Belgium
| | - Franziska Meier-Stiegen
- Department of Gynecology and Obstetrics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Maria-Teresa Sandri
- Division of Laboratory Medicine, European Institute of Oncology, Milan, Italy
| | | | | | - Francesca Consoli
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | | | - Eduardo Diaz-Rubio
- Department of Oncology, Hospital Clinico San Carlos, Department of Medicine, University Complutense of Madrid, Spain
| | - Jonathan Krell
- Imperial College and Imperial College Healthcare NHS Trust, London, UK
| | - Sarah-Jane Dawson
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Cristina Raimondi
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Annemie Rutten
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | | | - Elisabetta Munzone
- Division of Medical Senology, European Institute of Oncology, Milan, Italy
| | | | | | - Camillo Almici
- Department of Transfusion Medicine, Laboratory for Stem Cells Manipulation and Cryopreservation, AO Spedali Civili di Brescia, Brescia, Italy
| | - Luc Dirix
- Translational Cancer Research Unit, GZA Hospitals Sint-Augustinus, Antwerp, Belgium; University of Antwerp, Antwerp, Belgium
| | | | - Laura Zorzino
- Division of Laboratory Medicine, European Institute of Oncology, Milan, Italy
| | - Helene Johannes
- International Drug Development Institute, Louvain-La-Neuve, Belgium
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Klaus Pantel
- Department of Tumor Biology, Center of Experimental Medicine, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jean-Yves Pierga
- Department of Medical Oncology and SIRIC, Institut Curie, Paris, France; Université Paris Descartes, Paris, France.
| | - Stefan Michiels
- Service de Biostatistique et d'Epidémiologie, Gustave Roussy, Université Paris-Sud, Villejuif, France
| |
Collapse
|
32
|
Hutka M, Sousa B, Ades F, van de Vorst J, Bonomo P, De Mattos-Arruda L. E10. Current multidisciplinary management in breast cancer. Eur J Cancer 2014. [DOI: 10.1016/s0959-8049(14)70062-0] [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: 11/16/2022]
|
33
|
De Mattos-Arruda L, Bidard FC, Won HH, Cortes J, Ng CKY, Peg V, Nuciforo P, Jungbluth AA, Weigelt B, Berger MF, Seoane J, Reis-Filho JS. Establishing the origin of metastatic deposits in the setting of multiple primary malignancies: the role of massively parallel sequencing. Mol Oncol 2014; 8:150-8. [PMID: 24220311 PMCID: PMC5528499 DOI: 10.1016/j.molonc.2013.10.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [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: 08/22/2013] [Revised: 10/08/2013] [Accepted: 10/11/2013] [Indexed: 01/03/2023] Open
Abstract
In this proof-of-principle study, we sought to define whether targeted capture massively parallel sequencing can be employed to determine the origin of metastatic deposits in cases of synchronous primary malignancies and metastases in distinct anatomical sites. DNA samples extracted from synchronous tumor masses in the breast, adnexal, and pelvic-peritoneal regions from a 62-year-old BRCA1 germline mutation carrier were subjected to targeted massively parallel sequencing using a platform comprising 300 cancer genes known to harbor actionable mutations. In addition to BRCA1 germline mutations, all lesions harbored somatic loss of the BRCA1 wild-type allele and TP53 somatic mutations. The primary breast cancer displayed a TP53 frameshift (p.Q317fs) mutation, whereas and the adnexal lesion harbored a TP53 nonsense (p.R213*) mutation, consistent with a diagnosis of two independent primary tumors (i.e. breast and ovarian cancer). The adnexal tumor and all pelvic-peritoneal implants harbored identical TP53 (p.R213*) and NCOA2 (p.G952R) somatic mutations. Evidence of genetic heterogeneity within and between lesions was observed, both in terms of somatic mutations and copy number aberrations. The repertoires of somatic genetic aberrations found in the breast, ovarian, and pelvic-peritoneal lesions provided direct evidence in support of the distinct origin of the breast and ovarian cancers, and established that the pelvic-peritoneal implants were clonally related to the ovarian lesion. These observations were consistent with those obtained with immunohistochemical analyses employing markers to differentiate between carcinomas of the breast and ovary, including WT1 and PAX8. Our results on this case of a patient with BRCA1-mutant breast and ovarian cancer demonstrate that massively parallel sequencing may constitute a useful tool to define the relationship, clonality and intra-tumor genetic heterogeneity between primary tumor masses and their metastatic deposits in patients with multiple primary malignancies and synchronous metastases.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Francois-Clement Bidard
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA; Department of Medical Oncology, Institut Curie, Paris, France
| | - Helen H Won
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Javier Cortes
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain; Medica Scientia Innovation Research (MedSIR), Barcelona, Spain
| | - Charlotte K Y Ng
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Vicente Peg
- Universitat Autònoma de Barcelona, Barcelona, Spain; Pathology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Achim A Jungbluth
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Michael F Berger
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Joan Seoane
- Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
| | - Jorge S Reis-Filho
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA; Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
34
|
Serra V, Vivancos A, Puente X, Felip E, Silberschmidt D, Caratù G, Parra JL, De Mattos-Arruda L, Grueso J, Hernández-Losa J, Arribas J, Prudkin L, Nuciforo P, Scaltriti M, Seoane J, Baselga J. Abstract C114: Clinical response to a lapatinib-based therapy of a Li-Fraumeni Syndrome patient with a novel HER2-V659E mutation. Mol Cancer Ther 2013. [DOI: 10.1158/1535-7163.targ-13-c114] [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
Genomic characterization of recurrent breast and lung tumors developed over the course of 10 years in a 29-year-old patient with a germline p53 mutation (Li-Fraumeni Syndrome) identified oncogenic alterations in the HER2 and EGFR genes across all tumors, including HER2 amplifications, an EGFR-exon 20 insertion, and the first-in-human HER2-V659E mutation showing a phenotypic convergent evolution towards HER2 and EGFR alterations. Following the identification of HER2-activating events in the most recent lung carcinoma and in circulating tumor cells, we treated the reminiscent metastatic lesions with a lapatinib-based therapy. A clinical response both symptomatic and radiologic was achieved. HER2-V659E sensitivity to lapatinib was confirmed in the laboratory.
Citation Information: Mol Cancer Ther 2013;12(11 Suppl):C114.
Citation Format: Violeta Serra, Ana Vivancos, Xose Puente, Enriqueta Felip, Daniel Silberschmidt, Ginevra Caratù, Josep-Lluis Parra, Leticia De Mattos-Arruda, Judit Grueso, Javier Hernández-Losa, Joaquín Arribas, Ludmila Prudkin, Paolo Nuciforo, Maurizio Scaltriti, Joan Seoane, José Baselga. Clinical response to a lapatinib-based therapy of a Li-Fraumeni Syndrome patient with a novel HER2-V659E mutation. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr C114.
Collapse
Affiliation(s)
| | - Ana Vivancos
- 1Vall d'Hebron Inst. of Oncology, Barcelona, Spain
| | - Xose Puente
- 22Instituto Universitario de Oncología, Universidad de Oviedo, Oviedo, Spain
| | | | | | | | | | | | - Judit Grueso
- 1Vall d'Hebron Inst. of Oncology, Barcelona, Spain
| | | | | | | | | | | | - Joan Seoane
- 1Vall d'Hebron Inst. of Oncology, Barcelona, Spain
| | - José Baselga
- 4Memorial Sloan-Kettering Cancer Center, New York, NY
| |
Collapse
|
35
|
Gonzalez Cao M, Martin Algarra S, Muñoz E, Mayo de las Casas C, Manzano JL, Cortes J, Molina-Vila MA, Berros JP, De Mattos-Arruda L, Sanmamed M, Gonzalez A, Alvarez C, Karachaliou N, Rosell R. Abstract C41: BRAFV600 serum/plasma analysis: Predictive value of survival in melanoma treated with BRAF inhibitors. Mol Cancer Ther 2013. [DOI: 10.1158/1535-7163.targ-13-c41] [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: BRAF mutation is present in 50% of metastatic melanoma patients. Treatment with BRAF inhibitors improves survival of BRAF mutant melanoma patients, with a median progression free survival time of 6 months. Twenty percent of patients are refractory to BRAF inhibitors, and others have early resistance development. Pretreatment analysis of BRAFV600 mutation in cell free DNA from serum or plasma could help to select patients for BRAF inhibitor treatments. We have investigated the sensitivity of the assay and its predictive value. Methods: Analysis of BRAFV600 mutation was performed in cell free DNA (cf DNA) from serum and plasma of 22 metastatic melanoma patients before starting a BRAF inhibitor treatment. Results: Six patients were women, median age was 62 years old (58-81). Four patients (18%) had complete response to treatment. Eleven patients (50%) had partial response to treatment. Two patients (9%) had progression disease as their best response. Median progression free survival time (PFS) for patients with complete response, partial response, stable disease and progression disease were: not reached, 4.6 months, 3 months and one month, respectively (p<0.00001). Twelve patients (54.5%) had BRAF positive analysis pretreatment in serum/plasma. From BRAF serum/plasma positive patients 1 had CR (8%) and 7 PR (58%). From BRAF serum/plasma negative patients: 3 (30%) CR and 4 (40%) PR. Median PFS for patients treated with BRAF inhibitors was 3.5 months for BRAF serum/plasma positive patients and 13.57 months for BRAF serum/plasma negative patients (p=0.026) Conclusion: BRAFV600 serum/plasma analysis is a good predictor of survival for patients treated with BRAF inhibitors.
Citation Information: Mol Cancer Ther 2013;12(11 Suppl):C41.
Citation Format: Maria Gonzalez Cao, Salvador Martin Algarra, Eva Muñoz, Clara Mayo de las Casas, Jose Luis Manzano, Javier Cortes, Miguel Angel Molina-Vila, Jose Pablo Berros, Leticia De Mattos-Arruda, Miguel Sanmamed, Alvaro Gonzalez, Carlos Alvarez, Niki Karachaliou, Rafael Rosell. BRAFV600 serum/plasma analysis: Predictive value of survival in melanoma treated with BRAF inhibitors. [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference: Molecular Targets and Cancer Therapeutics; 2013 Oct 19-23; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2013;12(11 Suppl):Abstract nr C41.
Collapse
|
36
|
Abstract
Advances in diagnostics and targeted therapies during the past decade have changed how oncology is viewed. "Stratified medicine" has emerged from the accumulated evidence garnered from matching targeted therapies with tumor molecular aberrations. Concomitantly, current knowledge derived from large-scale, massively parallel sequencing technologies and global research initiatives such as the international 1000 Genomes Project, the Cancer Genome Atlas, the International Cancer Genome Consortium, and publicly available catalogs such as the Catalogue of Somatic Mutations in Cancer and Genomics of Drug Sensitivity in Cancer have illuminated the utility of understanding the molecular basis of cancer through genome analysis. In addition, multiple collaborative efforts are widening the possibility of universally personalizing cancer care. Although several key challenges of personalized cancer medicine (PCM) need to be addressed, some pilot studies are transforming the way we analyze tumor tissue molecular aberrations, design clinical trials, and measure treatment efficacy. Taken together, these pilot studies are paving the way for clinical trials that are designed to empirically test the concept of PCM. In this paper, we describe lessons learned from the first pilot initiatives of PCM and how this knowledge is being used to design novel clinical trials.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Molecular Therapies Research Unit, Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | | |
Collapse
|
37
|
Serra V, Vivancos A, Puente XS, Felip E, Silberschmidt D, Caratù G, Parra JL, De Mattos-Arruda L, Grueso J, Hernández-Losa J, Arribas J, Prudkin L, Nuciforo P, Scaltriti M, Seoane J, Baselga J. Clinical response to a lapatinib-based therapy for a Li-Fraumeni syndrome patient with a novel HER2V659E mutation. Cancer Discov 2013; 3:1238-44. [PMID: 23950206 DOI: 10.1158/2159-8290.cd-13-0132] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [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
UNLABELLED Genomic characterization of recurrent breast and lung tumors developed over the course of 10 years in a 29-year-old patient with a germline TP53 mutation (Li-Fraumeni Syndrome) identified oncogenic alterations in the HER2 and EGFR genes across all tumors, including HER2 amplifications, an EGFR-exon 20 insertion, and the first-in-humans HER2V659E mutation showing a phenotypic convergent evolution toward HER2 and EGFR alterations. Following the identification of HER2-activating events in the most recent lung carcinoma and in circulating tumor cells, we treated the reminiscent metastatic lesions with a lapatinib-based therapy. A symptomatic and radiologic clinical response was achieved. HER2V659E sensitivity to lapatinib was confirmed in the laboratory. SIGNIFICANCE The precise knowledge of the genomic alterations present in tumors is critical to selecting the optimal treatment for each patient. Here, we report the molecular characterization and clinical response to a lapatinib-based therapy for the tumors of a Li-Fraumeni patient showing prevalence of HER2 and EGFR genomic alterations.
Collapse
Affiliation(s)
- Violeta Serra
- 1Vall d'Hebron Institut d'Oncologia; 2Vall d'Hebron Institut de Recerca; 3Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona; 4Instituto Universitario de Oncología, Universidad de Oviedo, Oviedo, Spain; and 5Human Oncology & Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, New York
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
38
|
De Mattos-Arruda L, Cortes J. Use of pertuzumab for the treatment of HER2-positive metastatic breast cancer. Adv Ther 2013; 30:645-58. [PMID: 23881722 DOI: 10.1007/s12325-013-0043-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2013] [Indexed: 12/28/2022]
Abstract
INTRODUCTION Targeting the human epidermal growth factor receptor (HER) family of tyrosine kinase receptors has proven to be effective as a therapeutic strategy for HER type 2 (HER2)-positive breast cancer. Since resistance to trastuzumab occurs relatively frequently, particularly in the metastatic setting, novel anti-HER2 targeted therapies with complementary and/or synergistic mechanisms of action have been under development. Pertuzumab, a HER2-targeted monoclonal antibody that prevents HER2 dimerisation, is the first of a class of promising targeted agents for the treatment of HER2-positive breast cancer. METHODS A review of the biomedical literature published prior to February 2013 was conducted in English using PubMed. ClinicalTrials.gov was searched for appropriate clinical trials. The search terms used included breast neoplasm, pertuzumab, dimerisation, and HER2-positive. Abstracts of studies presented at the ASCO and ESMO Annual Meetings, and San Antonio Breast Cancer Symposium were also included. RESULTS Pertuzumab represents a novel anti-HER2 targeted therapy for HER2-positive breast cancers. In this article, we describe the mechanism of action of pertuzumab, as well as its drug development process and preclinical testing results. Based on the results of ancillary studies, dual inhibition using pertuzumab and trastuzumab was shown to be effective for the management of HER2-positive metastatic breast cancers pre-treated with trastuzumab-based therapy. For the first-line setting, the combination of both pertuzumab and trastuzumab with docetaxel (CLEOPATRA trial; clinical evaluation of pertuzumab and trastuzumab) has changed the paradigm of patient management. CONCLUSION Pertuzumab provided a more comprehensive inhibition of HER2-driven signalling pathways. When administered together with trastuzumab, pertuzumab represent a significant advancement for the treatment of HER2-positive metastatic breast cancer patients.
Collapse
|
39
|
De Mattos-Arruda L, Siu LL, Cortes J, Berge Y, Razak ARA, Rodon Ahnert J, Cottura E, Bedard P, Akimov M, Lu H, Pain S, Kaag A, Delord JP. Phase I dose-escalation, open-label study of HSP990 administered orally in adult patients with advanced solid malignancies. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.15_suppl.2561] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [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
2561^ Background: NVP-HSP990 is a synthetic small molecule that potently and selectively inhibits heat-shock protein 90. HSP990 leads to degradation of client proteins, offering potential simultaneous blockade of multiple oncogenic signaling pathways. The primary objective of this Phase l first-in-man study (NCT00879905) was to determine the single-agent MTD of HSP990 administered once (qw) or twice (biw) weekly to patients (pts) with advanced solid malignancies (preselected CYP2C9 genotypes only). Secondary objectives included safety, efficacy, PK, and biomarkers. Methods: HSP990 was administered orally qw or biw in 28-day cycles. Dose escalation was guided by a Bayesian logistic regression model. The MTD was determined by assessing DLTs in Cycle 1. Eligible pts included those with histologically confirmed advanced solid tumors that had progressed on standard therapy or for whom no standard therapy exists. Results: 64 pts (median age 57 yr: 44% male; 37.5% Stage IV; WHO PS 0/1) received HSP990. 53 pts received HSP990 qw at 2.5, 5, 10, 20, 30, 50 or 60 mg; and 11 pts received HSP990 biw at 25 mg. Median duration of exposure was 8 wks; 12 pts remained on treatment for >16 wks. DLTs occurred in 7 pts: 4/22 at 50 mg qw (including G3 diarrhea, G3 QTc prolongation, G4 ALT/AST elevations); 2/5 at 60 mg qw (including G3 tremors); and 1/11 at 25 mg biw (including G2 ataxia, G2 confusion, G2 visual hallucination). The 50-mg qw dose was declared as the MTD. Further dose escalation was not possible due to neurologic toxicity. Most common reported CTCAE G3/4 AEs were diarrhea (12.5%), increased ALT/AST (11% each), anemia, or cholestasis (6% each). HSP990 had Tmax of 3 h and T½ of ~20 h. Large inter-patient variability in PK exposures was observed. For qw dosing, approximate dose-dependent HSP70 induction was observed from 5−30 mg qw, which plateaued after 20 mg qw. There were no objective responses; however, 25 pts (39%) had SD. (RECIST v1.0). No pt showed a complete metabolic response (MR; by FDG-PET) and 11 pts (17%) showed a partial MR. All pts discontinued treatment, primarily due to disease progression (84%). Conclusions: The single-agent MTD of HSP990 in pts with advanced solid tumors was 50 mg qw. SD was observed in 39% of pts. Clinical trial information: NCT00879905.
Collapse
Affiliation(s)
| | | | | | - Yann Berge
- Institut Claudius Regaud, Toulouse, France
| | | | | | | | | | | | - Hong Lu
- Novartis Pharmaceuticals Corp, East Hanover, NJ
| | | | | | | |
Collapse
|
40
|
Azim HA, Kroman N, Paesmans M, Gelber S, Rotmensz N, Ameye L, De Mattos-Arruda L, Pistilli B, Pinto A, Jensen MB, Cordoba O, de Azambuja E, Goldhirsch A, Piccart MJ, Peccatori FA. Prognostic impact of pregnancy after breast cancer according to estrogen receptor status: a multicenter retrospective study. J Clin Oncol 2012; 31:73-9. [PMID: 23169515 DOI: 10.1200/jco.2012.44.2285] [Citation(s) in RCA: 150] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE We questioned the impact of pregnancy on disease-free survival (DFS) in women with history of breast cancer (BC) according to estrogen receptor (ER) status. PATIENTS AND METHODS A multicenter, retrospective cohort study in which patients who became pregnant any time after BC were matched (1:3) to patients with BC with similar ER, nodal status, adjuvant therapy, age, and year of diagnosis. To adjust for guaranteed time bias, each nonpregnant patient had to have a disease-free interval at least equal to the time elapsing between BC diagnosis and date of conception of the matched pregnant one. The primary objective was DFS in patients with ER-positive BC. DFS in the ER-negative cohort, whole population, and overall survival (OS) were secondary objectives. Subgroup analyses included DFS according to pregnancy outcome and BC-pregnancy interval. With a two-sided α = 5% and β = 20%, 645 ER-positive patients were required to detect a hazard ratio (HR) = 0.65. RESULTS A total of 333 pregnant patients and 874 matched nonpregnant patients were analyzed, of whom 686 patients had an ER-positive disease. No difference in DFS was observed between pregnant and nonpregnant patients in the ER-positive (HR = 0.91; 95% CI, 0.67 to 1.24, P = .55) or the ER-negative (HR = 0.75; 95% CI, 0.51 to 1.08, P = .12) cohorts. However, the pregnant group had better OS (HR = 0.72; 95% CI, 0.54 to 0.97, P = .03), with no interaction according to ER status (P = .11). Pregnancy outcome and BC-pregnancy interval did not seem to impact the risk of relapse. CONCLUSION Pregnancy after ER-positive BC does not seem to reduce the risk of BC recurrence.
Collapse
Affiliation(s)
- Hatem A Azim
- Department of Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Cortés J, Calvo E, González-Martín A, Dawood S, Llombart-Cussac A, De Mattos-Arruda L, Gómez P, Silva O, Perez EA, Rugo HS, Lluch A, Hortobagyi GN. Progress against solid tumors in danger: the metastatic breast cancer example. J Clin Oncol 2012; 30:3444-7. [PMID: 22927522 DOI: 10.1200/jco.2012.41.9580] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
- Javier Cortés
- Department of Oncology, Vall d'Hebron University Hospital, P° Vall d'Hebron 129-139, 08035 Barcelona, Spain;
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
42
|
Oliveira M, Navarro A, De Mattos-Arruda L, Sánchez-Ollé G, Bellet M, Balmaña J, Gómez-Pardo P, Perez-Garcia JM, Muñoz-Couselo E, Vidal M, Ortega V, Dienstmann R, Aura C, Prudkin L, Vivancos A, Rodon Ahnert J, Baselga J, Tabernero J, Cortes J, Saura C. PI3K pathway (PI3Kp) dysregulation and response to pan-PI3K/AKT/mTOR/dual PI3K-mTOR inhibitors (PI3Kpi) in metastatic breast cancer (MBC) patients (pts). J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [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
509 Background: The role of PI3Kp dysregulation as a predictor of sensitivity to PI3Kpi is unclear. We aimed to evaluate the efficacy of PI3Kpi in two cohorts of MBC pts with assessable PI3Kp status. Methods: MBC pts treated in ≥3rd line with PI3Kpi were reviewed. PI3Kp status: (a) No dysregulation: PIK3CA wt and PTEN normal; (b) PI3Kp dysregulation: PIK3CA mutation (PIK3CAmut) or PTEN low (HScore≤50). Cohort A: pts treated with single agent PI3Kpi. Cohort B: pts treated with PI3Kpi in combination with hormonal therapy (HT), chemotherapy (CT) and/or trastuzumab (T). Results: Out of 232 MBC pts screened for PI3Kp alterations from Sep09 to Sep11, 32 were treated with PI3Kpi. Cohort A (n=17): HR+/HER2- 88%, HER2+ 6%, triple negative 6%; median age 43, median MBC lines 4 (2-9); PIK3CAmut in 10/17 (58.8%; 6 exon9, 4 exon20), PTEN low 3/17 (17.6%), 1 pt both; PI3Kp dysregulation 12/17 pts. Cohort B (n=15): HR+/HER2- 40%, HER2+ 60%; median age 49, median MBC lines 4 (2-13); PIK3CAmut 3/13 assessable (23.1%; all exon20), PTEN low 6/15 (40%), 1 pt both; PI3Kp dysregulation 8/15 pts. Time to progression to PI3Kpi (TTP), overall survival from MBC diagnosis (OSMBC) and OS from PI3Kpi beginning (OSPI3Kpi), according to PIK3CA status and PI3Kp dysregulation, are shown. No differences were found according to PTEN status. Conclusions: These results suggest that the best outcomes with PI3Kpi in PIK3CAmut MBC pts occur when they are used in combination with HT/CT/T. Activity of non selective PI3Kpi used as single agents seems to be limited, making results from prospective trials with selective PI3Kα inhibitors and PI3Kpi in combinations eagerly awaited. [Table: see text]
Collapse
Affiliation(s)
- Mafalda Oliveira
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Alejandro Navarro
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | - Meritxell Bellet
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Judith Balmaña
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | - Eva Muñoz-Couselo
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Maria Vidal
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Vanessa Ortega
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Rodrigo Dienstmann
- Molecular Therapeutics Research Unit, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Claudia Aura
- Molecular Pathology Laboratory, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ludmilla Prudkin
- Molecular Pathology Laboratory, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Jordi Rodon Ahnert
- Experimental Therapeutics Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - José Baselga
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA
| | - Josep Tabernero
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Javier Cortes
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Cristina Saura
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| |
Collapse
|
43
|
Navarro A, Oliveira M, De Mattos-Arruda L, Sánchez-Ollé G, Bellet M, Balmaña J, Gómez-Pardo P, Perez-Garcia JM, Muñoz-Couselo E, Vidal M, Ortega V, Dienstmann R, Aura C, Hernandez-Losa J, Rodon J, Ramon y Cajal S, Baselga J, Tabernero J, Cortes J, Saura C. Prognostic significance of PI3K pathway (PI3Kp) dysregulation in metastatic breast cancer (MBC) patients (pts). J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.566] [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
566 Background: PI3Kp dysregulation represents a potential target for therapies that are currently being tested in clinical trials. This observational retrospective study aims to evaluate the prognostic implications of PI3Kp dysregulation in MBC. Methods: MBC pts with PI3Kp status assessment from Sep09 to Sep11 were reviewed. PIK3CA mutation status analyzed in paraffin-embedded tissue by DxS PI3K Mutation Test Kit or Sequenom MassARRAY. PTEN status determined by IHC. PI3Kp status: (a) No dysregulation: PIK3CA wt and PTEN normal; (b) PI3Kp dysregulation: PIK3CA mutation (PIK3CAmut) or PTEN low (HScore≤50). Results: 232 MBC pts screened, median age 49.8 (22.9-83.1) and median MBC lines 4 (1-15). Distribution: HR+/HER2- 99 (43%), HER2+ 52 (22%), triple negative 35 (15%), unclassified 46 (20%). Sites of metastasis: visceral 173 (75%), only skin 10 (4%), only bone 49 (21%). PIK3CA status assessed in 174 pts, 53 (22.8%) bearing a mutation (21 exon9, 32 exon20). PTEN status assessed in 229 pts, PTEN low 61 (26.6%). PI3Kp dysregulation in 103/185 pts (55.6%). Time to progression to first line MBC treatment (TTP) and overall survival after MBC diagnosis (OS) are shown. Disease free survival (DFS) and distant-disease free survival (DDFS) in pts initially diagnosed with early breast cancer (n=193) has also been calculated. Conclusions: These results suggest that PI3Kp dysregulation, either by PIK3CA mutation or PTEN low, does not seem to have impact on disease recurrence, response to first line MBC treatment or overall MBC survival.[Table: see text]
Collapse
Affiliation(s)
- Alejandro Navarro
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mafalda Oliveira
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | - Meritxell Bellet
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Judith Balmaña
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | | | - Eva Muñoz-Couselo
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Maria Vidal
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Vanesa Ortega
- Breast Cancer Group, Vall d’Hebron University Hospital, Barcelona, Spain
| | - Rodrigo Dienstmann
- Molecular Therapeutics Research Unit, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Claudia Aura
- Molecular Pathology Laboratory, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Jordi Rodon
- Experimental Therapeutics Group, Vall d’Hebron Institute of Oncology, Barcelona, Spain
| | - Santiago Ramon y Cajal
- Molecular Therapeutics Research Unit, Vall d'Hebron University Hospital, Barcelona, Spain
| | - José Baselga
- Massachusetts General Hospital Cancer Center and Harvard Medical School, Boston, MA
| | - Josep Tabernero
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Javier Cortes
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Cristina Saura
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| |
Collapse
|
44
|
Torrejon DY, Di Cosimo S, Sanchez-Olle G, Balmaña J, Bellet M, Gomez P, Saura C, Perez-Garcia JM, Muñoz-Couselo E, Vidal M, Ortega V, De Mattos-Arruda L, Oliveira M, Mulet-Margalef N, Tabernero J, Cortes J. Presentation and treatment of HER2-positive metastatic breast cancer patients already treated with adjuvant trastuzumab. J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.619] [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
619 Background: The introduction of trastuzumab in the clinical armamentarium has profoundly changed the natural history of HER2 positive breast cancer (BC). However, about 15% of patients with HER2 early BC treated with adjuvant trastuzumab continue to relapse. We aimed to analyze these patients with respect to clinical presentation and response to treatment. Methods: Data were retrieved from the institutional BC database of Vall d’Hebron. All the cases relapsing after exposure to adjuvant trastuzumab were analyzed. Change in expression of hormone-receptor (HR) and HER-2 status between primary tumour and corresponding local recurrence or distant metastasis was also evaluated Results: A total of 270 patients were identified. Twenty-six patients (9.6%) relapsed (Table). Overall median time from diagnosis to relapse was 27.1 months (24.1-30.1) being 29.1 months (14.3-44.1) in HR positive and 23.1 (9.9-36.2) in HR negative cases (p=0.037). Median time from last dose of trastuzumab to relapse was 7.6 (2.7-12.7) months, being 10.6 (0-27.9) and 3 months (0-7.6) in HR positive and negative cases, respectively (p=0.026). Sixteen patients have already progressed to first-line therapy with a median time to progression (TTP) of 7.4 months with no statistical difference among HR positive and HR negative (4.4 and 9.8 months, p=0.3). No difference was found in TTP to first line therapy among early (before 12 months) and delayed (after 12 months) progression on adjuvant trastuzumab. Among the 17 cases with primary tumor and matched metastatic biopsy, HER-2 negativization was detected in 2 cases; whereas a change in estrogen and progesterone receptors was seen in 17.6% and 29.4% of cases, respectively. Conclusions: Patients with HER2+/HR negative treated with adjuvant trastuzumab seems to have a significantly shorter time to relapse compared with the HER2+/HR+ tumors. In these patients biopsy of metastatic lesions might help to define the best treatment options. [Table: see text]
Collapse
Affiliation(s)
- Davis Yuri Torrejon
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Serena Di Cosimo
- Breast Cancer Center, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Judith Balmaña
- Breast Cancer Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Meritxell Bellet
- Breast Cancer Center, Vall d`Hebron University Hospital, Barcelona, Spain
| | | | - Cristina Saura
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | | | - Eva Muñoz-Couselo
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Maria Vidal
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Vanesa Ortega
- Breast Cancer Department, Vall d’Hebron University Hospital, Barcelona, Spain
| | | | | | - Nuria Mulet-Margalef
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Josep Tabernero
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Javier Cortes
- Breast Cancer Group, Vall d'Hebron University Hospital, Barcelona, Spain
| |
Collapse
|
45
|
De Mattos-Arruda L, Cortes J, Aura C, Oliveira M, Navarro A, Caratu G, Sanchez-Pla A, Gregori J, Saura C, Tabernero J, Seoane J, Vivancos A. Analysis of the intratumoral heterogeneity of PIK3CA mutant alleles in breast cancer (BC): Implications for the luminal (LUM) phenotype. J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.10511] [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
10511 Background: The hyperactivation of the phosphatidylinositol 3-kinase (PI3K) pathway may confer endocrine therapy resistance and is an attractive target for LUM patients (pts). However, PI3KCA mutations could be heterogeneously distributed within the tumor as different genetic clones and this could have therapeutic implications. Our aim was to assess the frequency of PIK3CA mutant alleles in different BC phenotypes. Methods: DNA was obtained from 75 consecutive BC FFPE samples and was profiled with the OncoCarta Panel v1.0 (Sequenom). Frequencies of mutant alleles (% mutant allele, mA) of PIK3CA mutations were extracted from the MassARRAY spectrum data. The viable tumor area (TA) was scored by H&E. Pts were stratified by BC phenotypes: ER+/HER2- (LUM); HER2+ (HER2); triple negative (TN). Results: 25.3% of pts had PIK3CA mutations. The mean PIK3CA mA (p=0.04) and mean TA (p=0.07) differed among phenotypes. LUM tumors demonstrated greater frequencies of PIK3CA mutation (38% vs.15%, p=0.05) and mean PIK3CA mA (31% vs.17%, p=0.01) than non-LUM.There was a significant linear correlation between mA and TAfor LUM tumors (r=0.91); when HER2 and TN tumors were also considered this relation was less pronounced (r=0.66). Overall, LUM pts, median age 55 (42-84), had significantly better clinical outcomes (p=0.00024), whilst analyses of prognosis did not differ among LUM pts (PIK3CA mutant vs. wild-type, p=0.68) nor mutant pts (LUM vs. non-LUM, p=0.36). Outcomes will be presented. To assess the intratumoral heterogeneity of PIK3CA mutations, we determined the mA/TA ratio. The mA/TA ratio should be 0.5 for a homogeneous distribution of the heterozygous PIK3CA mutation. The ratio of LUM patients was close to 0.5, while for non-LUM it was lower, suggesting a non-homogeneous distribution of PIK3CA mutant alleles in non-LUM tumors. Conclusions: Our analysis indicates that LUM tumors tend to be homogeneous regarding PIK3CA mutation as compared to HER2 and TN. This suggests that PIK3CA oncogenic activation could be an early hit for tumor initiation in LUM tumors, which could be more specifically targetable; thus, pts would derive greater benefit from PI3K-inhibitors plus hormonal therapy.
Collapse
Affiliation(s)
| | - Javier Cortes
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Claudia Aura
- Molecular Pathology Laboratory, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mafalda Oliveira
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Alejandro Navarro
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ginevra Caratu
- Cancer Genomics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Alex Sanchez-Pla
- Statistics and Bioinformatics Unit. Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Josep Gregori
- Statistics and Bioinformatics Unit. Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Cristina Saura
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Joan Seoane
- Gene Expression and Cancer Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Group, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| |
Collapse
|
46
|
De Mattos-Arruda L, Olmos D, Tabernero J. Prognostic and predictive roles for circulating biomarkers in gastrointestinal cancer. Future Oncol 2012; 7:1385-97. [PMID: 22112315 DOI: 10.2217/fon.11.122] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Circulating tumor cells (CTCs) and circulating free DNA (cfDNA) have been studied as promising prognostic and predictive tumor-derived biomarkers in the bloodstream of patients with gastrointestinal malignancies because they may be an alternative noninvasive tool to tumor tissue biopsies. Quantification and molecular characterization of CTCs and cfDNA may provide additional insights into cancer biology, potentially revealing novel targets to individualize cancer care. The present article aims to review the biology and current methods to assess CTCs and cfDNA, and the efforts to establish both tumor-derived biomarkers as prognostic and predictive factors in esophageal, gastric and colorectal cancer.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Medical Oncology Department, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | | |
Collapse
|
47
|
Abstract
BACKGROUND The prognosis for breast cancer patients overexpressing human epidermal growth factor receptor (HER)-2 has changed with anti-HER-2-targeted therapy. Although anti-HER-2 therapy with trastuzumab and chemotherapy is the standard first-line treatment, the best therapeutic regimen has yet to be defined, and new strategies are evolving. METHODS A literature review of well-established and recently published trials, reviews, and ongoing clinical trials addressing first-line treatment for HER-2(+) metastatic breast cancer patients was performed. RESULTS Taxanes are the agents most commonly used in combination with trastuzumab, but other chemotherapy drugs, such as anthracyclines, vinorelbine, and gemcitabine and triple-combination therapies including platinum compounds, capecitabine, and taxanes have been studied. The combination of aromatase inhibitors with anti-HER-2 therapies is a new therapeutic option for some patients who coexpress HER-2 and hormone receptors, although its activity observed in randomized clinical trials seems to be inferior to that of chemotherapy plus anti-HER-2 therapies. In addition, new anti-HER-2 therapies have shown activity in HER-2(+) tumors, both alone and in combination with trastuzumab. CONCLUSIONS Trastuzumab plus chemotherapy is the current standard of care for the upfront treatment of HER-2(+) breast cancer patients, though other anti-HER-2-targeting agents may appear as new standards in the upcoming years.
Collapse
|
48
|
De Mattos-Arruda L, Dienstmann R, Tabernero J. Development of molecular biomarkers in individualized treatment of colorectal cancer. Clin Colorectal Cancer 2011; 10:279-89. [PMID: 21729679 DOI: 10.1016/j.clcc.2011.03.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2011] [Revised: 03/11/2011] [Accepted: 03/15/2011] [Indexed: 12/13/2022]
Abstract
Colorectal cancer is a leading cause of cancer mortality despite recent expansion of treatment options in metastatic colorectal cancer (mCRC). Our knowledge about key signaling pathways in colorectal tumors has contributed to the identification of specific molecular markers of response to targeted agents. In this review we discuss well-established and potential predictive biomarkers of benefit with epidermal growth factor receptor (EGFR) inhibitors. Data derived from multiple phase III trials have indicated that KRAS mutations can be considered a highly specific negative biomarker of response to anti-EGFR monoclonal antibodies. Other molecular aberrations in pathways downstream of EGFR such as BRAF, NRAS, and PIK3CA mutations, and PTEN loss are also reviewed. Moreover biomarkers of efficacy to classic chemotherapeutic agents as well as recent advances regarding high-throughput technologies and circulating tumor cells are also considered. Personalized cancer medicine in the mCRC scenario seems to be near reality, but validation of many biomarkers in prospective clinical trials is urgently warranted.
Collapse
Affiliation(s)
- Leticia De Mattos-Arruda
- Medical Oncology Department, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | | |
Collapse
|