1
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Hamy AS, Abécassis J, Driouch K, Darrigues L, Vandenbogaert M, Laurent C, Zaccarini F, Sadacca B, Delomenie M, Laas E, Mariani O, Lam T, Grandal B, Laé M, Bieche I, Vacher S, Pierga JY, Brain E, Vallot C, Hotton J, Richer W, Rocha D, Tariq Z, Becette V, Meseure D, Lesage L, Vincent-Salomon A, Filmann N, Furlanetto J, Loibl S, Dumas E, Waterfall JJ, Reyal F. Evolution of synchronous female bilateral breast cancers and response to treatment. Nat Med 2023; 29:646-655. [PMID: 36879128 PMCID: PMC10033420 DOI: 10.1038/s41591-023-02216-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 01/10/2023] [Indexed: 03/08/2023]
Abstract
Synchronous bilateral breast cancer (sBBC) occurs after both breasts have been affected by the same germline genetics and environmental exposures. Little evidence exists regarding immune infiltration and response to treatment in sBBCs. Here we show that the impact of the subtype of breast cancer on levels of tumor infiltrating lymphocytes (TILs, n = 277) and on pathologic complete response (pCR) rates (n = 140) differed according to the concordant or discordant subtype of breast cancer of the contralateral tumor: luminal breast tumors with a discordant contralateral tumor had higher TIL levels and higher pCR rates than those with a concordant contralateral tumor. Tumor sequencing revealed that left and right tumors (n = 20) were independent regarding somatic mutations, copy number alterations and clonal phylogeny, whereas primary tumor and residual disease were closely related both from the somatic mutation and from the transcriptomic point of view. Our study indicates that tumor-intrinsic characteristics may have a role in the association of tumor immunity and pCR and demonstrates that the characteristics of the contralateral tumor are also associated with immune infiltration and response to treatment.
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Affiliation(s)
- Anne-Sophie Hamy
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Judith Abécassis
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- INRIA, Université Paris-Saclay, CEA, Palaiseau, France
| | - Keltouma Driouch
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Lauren Darrigues
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Mathias Vandenbogaert
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- INSERM U830, Institut Curie, PSL University, Paris, France
| | - Cecile Laurent
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Francois Zaccarini
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Benjamin Sadacca
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- INSERM U830, Institut Curie, PSL University, Paris, France
| | - Myriam Delomenie
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Enora Laas
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Odette Mariani
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
| | - Thanh Lam
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
- Department of Gynecology and Obstetrics, Geneva University Hospitals, Geneva, Switzerland
| | - Beatriz Grandal
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France
| | - Marick Laé
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
- Department of Pathology, Centre Henri Becquerel, INSERM U1245, UNIROUEN, University of Normandie, Rouen, France
| | - Ivan Bieche
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
- INSERM U1016, Faculty of Pharmaceutical and Biological Sciences, Université de Paris Cité, Paris, France
| | - Sophie Vacher
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
| | - Etienne Brain
- Department of Medical Oncology, Institut Curie, Université Paris Cité, Paris, France
| | - Celine Vallot
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- CNRS UMR3244, Institut Curie, PSL University, Paris, France
| | - Judicael Hotton
- Department of Surgical Oncology, Institut Godinot, Reims, France
| | - Wilfrid Richer
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France
- Translational Immunotherapy Team, INSERM U932, Institut Curie, PSL University, Paris, France
| | - Dario Rocha
- Translational Immunotherapy Team, INSERM U932, Institut Curie, PSL University, Paris, France
| | - Zakia Tariq
- Pharmacogenomics Unit, Department of Genetics, PSL University, Institut Curie, Paris, France
| | - Veronique Becette
- Biological Resource Center, Department of Pathology, Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL University, Paris, France
| | - Didier Meseure
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Laetitia Lesage
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, University Paris-Sciences et Lettres, Paris, France
| | | | | | - Sibylle Loibl
- German Breast Group, Neu-Isenburg, Germany
- Centre for Haematology and Oncology/Bethanien, Frankfurt am Main, Germany
| | - Elise Dumas
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France
| | - Joshua J Waterfall
- Translational Research Department, Institut Curie Research Center, PSL University, Paris, France.
- INSERM U830, Institut Curie, PSL University, Paris, France.
| | - Fabien Reyal
- Residual Tumor & Response to Treatment Laboratory, RT2Lab, Translational Research Department, Paris, INSERM, U932 Immunity and Cancer, Institut Curie, Université de Paris, Paris, France.
- Department of Breast, Gynecological and Reconstructive Surgery, Institut Curie, Université de Paris Cité, Paris, France.
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2
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Casasent AK, Almekinders MM, Mulder C, Bhattacharjee P, Collyar D, Thompson AM, Jonkers J, Lips EH, van Rheenen J, Hwang ES, Nik-Zainal S, Navin NE, Wesseling J. Learning to distinguish progressive and non-progressive ductal carcinoma in situ. Nat Rev Cancer 2022; 22:663-678. [PMID: 36261705 DOI: 10.1038/s41568-022-00512-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/07/2022] [Indexed: 02/07/2023]
Abstract
Ductal carcinoma in situ (DCIS) is a non-invasive breast neoplasia that accounts for 25% of all screen-detected breast cancers diagnosed annually. Neoplastic cells in DCIS are confined to the ductal system of the breast, although they can escape and progress to invasive breast cancer in a subset of patients. A key concern of DCIS is overtreatment, as most patients screened for DCIS and in whom DCIS is diagnosed will not go on to exhibit symptoms or die of breast cancer, even if left untreated. However, differentiating low-risk, indolent DCIS from potentially progressive DCIS remains challenging. In this Review, we summarize our current knowledge of DCIS and explore open questions about the basic biology of DCIS, including those regarding how genomic events in neoplastic cells and the surrounding microenvironment contribute to the progression of DCIS to invasive breast cancer. Further, we discuss what information will be needed to prevent overtreatment of indolent DCIS lesions without compromising adequate treatment for high-risk patients.
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Affiliation(s)
- Anna K Casasent
- Department of Genetics, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Charlotta Mulder
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | | | | | - Jos Jonkers
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Esther H Lips
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Jacco van Rheenen
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | | | - Serena Nik-Zainal
- Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Nicholas E Navin
- Department of Genetics, MD Anderson Cancer Center, Houston, TX, USA
- Department of Bioinformatics, MD Anderson Cancer Center, Houston, TX, USA
| | - Jelle Wesseling
- Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, Netherlands.
- Department of Pathology, Leiden University Medical Center, Leiden, Netherlands.
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3
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Girolimetti G, Marchio L, De Leo A, Mangiarelli M, Amato LB, Zanotti S, Taffurelli M, Santini D, Gasparre G, Ceccarelli C. Mitochondrial DNA analysis efficiently contributes to the identification of metastatic contralateral breast cancers. J Cancer Res Clin Oncol 2020; 147:507-516. [PMID: 33236215 PMCID: PMC7817585 DOI: 10.1007/s00432-020-03459-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/06/2020] [Indexed: 01/03/2023]
Abstract
Purpose In daily practice, a contralateral breast cancer (CBC) is usually considered as a new independent tumor despite the indications of several studies showing that the second neoplasia may be a metastatic spread of the primary tumor. Recognition of clonal masses in the context of multiple synchronous or metachronous tumors is crucial for correct prognosis, therapeutic choice, and patient management. Mitochondrial DNA (mtDNA) sequencing shows high informative potential in the diagnosis of synchronous neoplasms, based on the fact that somatic mtDNA mutations are non-recurrent events, whereas tumors sharing them have a common origin. We here applied this technique to reveal clonality of the CBC with respect to the first tumor. Methods We analyzed 30 sample pairs of primary breast cancers and synchronous or metachronous CBCs with detailed clinical information available and compared standard clinico-pathological criteria with mtDNA sequencing to reveal the metastatic nature of CBCs. Results MtDNA analysis was informative in 23% of the cases, for which it confirmed a clonal origin of the second tumor. In addition, it allowed to solve two ambiguous cases where histopathological criteria had failed to be conclusive and to suggest a clonal origin for two additional cases that had been classified as independent by pathologists. Conclusion Overall, the mtDNA-based classification showed a more accurate predictive power than standard histopathology in identifying cases of metastatic rather than bilateral breast cancers in our cohort, suggesting that mtDNA sequencing may be a more precise and easy-to-use method to be introduced in daily routine to support and improve histopathological diagnoses.
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Affiliation(s)
- Giulia Girolimetti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.,Center for Applied Biomedical Research (CRBA), University of Bologna, 40138, Bologna, Italy.,Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Unit of Medical Genetics, Department of Medical and Surgical Sciences (DIMEC), University Hospital S.Orsola-Malpighi, Via G. Massarenti, 9, 40138, Bologna, BO, Italy
| | - Lorena Marchio
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.,Center for Applied Biomedical Research (CRBA), University of Bologna, 40138, Bologna, Italy.,Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Unit of Medical Genetics, Department of Medical and Surgical Sciences (DIMEC), University Hospital S.Orsola-Malpighi, Via G. Massarenti, 9, 40138, Bologna, BO, Italy
| | - Antonio De Leo
- Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138, Bologna, Italy
| | - Miriam Mangiarelli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.,Unit of Medical Genetics, Department of Medical and Surgical Sciences (DIMEC), University Hospital S.Orsola-Malpighi, Via G. Massarenti, 9, 40138, Bologna, BO, Italy
| | - Laura Benedetta Amato
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.,Center for Applied Biomedical Research (CRBA), University of Bologna, 40138, Bologna, Italy.,Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Unit of Medical Genetics, Department of Medical and Surgical Sciences (DIMEC), University Hospital S.Orsola-Malpighi, Via G. Massarenti, 9, 40138, Bologna, BO, Italy
| | - Simone Zanotti
- Breast Unit, Department of Woman, Child and Urological Diseases, Sant'Orsola Hospital, University of Bologna, 40138, Bologna, Italy
| | - Mario Taffurelli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy.,Breast Unit, Department of Woman, Child and Urological Diseases, Sant'Orsola Hospital, University of Bologna, 40138, Bologna, Italy
| | - Donatella Santini
- Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Operative Unit of Pathology, Sant'Orsola Hospital, 40138, Bologna, Italy
| | - Giuseppe Gasparre
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40138, Bologna, Italy. .,Center for Applied Biomedical Research (CRBA), University of Bologna, 40138, Bologna, Italy. .,Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy. .,Unit of Medical Genetics, Department of Medical and Surgical Sciences (DIMEC), University Hospital S.Orsola-Malpighi, Via G. Massarenti, 9, 40138, Bologna, BO, Italy.
| | - Claudio Ceccarelli
- Centro di Studio e Ricerca sulle Neoplasie Ginecologiche, University of Bologna, 40138, Bologna, Italy.,Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, 40138, Bologna, Italy
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4
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Mejdahl MK, Wohlfahrt J, Holm M, Knoop AS, Tjønneland A, Melbye M, Kroman N, Balslev E. Synchronous bilateral breast cancer: a nationwide study on histopathology and etiology. Breast Cancer Res Treat 2020; 182:229-238. [PMID: 32441019 DOI: 10.1007/s10549-020-05689-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 05/11/2020] [Indexed: 11/28/2022]
Abstract
PURPOSE The aim of the present study was to describe histopathologic characteristics of synchronous bilateral breast cancer (SBBC), and by comparing SBBC to unilateral breast cancer (UBC), identify possible etiological mechanisms of SBBC. METHODS Patients with primary SBBC (diagnosed within 4 months) and UBC diagnosed in Denmark between 1999 and 2015 were included. Detailed data on histopathology were retrieved from the Danish Breast Cancer Group database and the Danish Pathology Register. Associations between bilateral disease and the different histopathologic characteristics were evaluated by odds ratios and estimated by multinomial regression models. RESULTS 1214 patients with SBBC and 59,221 with UBC were included. Patients with SBBC more often had invasive lobular carcinomas (OR 1.29; 95% CI 1.13-1.47), a clinically distinct subtype of breast cancer, than UBC patients. Further, they were older than UBC patients, more often had multifocal cancer (OR 1.13; 95% CI 1.01-1.26), and a less aggressive subtype than UBC patients. Invasive lobular carcinoma was associated with having multiple tumors in breast tissue-both in the form of bilateral disease and multifocal disease, and this association was independent of laterality. No similar pattern was observed for other tumor characteristics. CONCLUSION We identified two etiological mechanisms that could explain some of the occurrence of SBBC. The high proportion of less aggressive carcinomas and higher age of SBBC compared to UBC patients suggests that many are diagnosed at a subclinical stage as slow-growing tumors have a higher probability of simultaneous diagnosis. The high proportion of invasive lobular carcinoma observed in bilateral and multifocal disease, being independent of laterality, suggests that these patients have an increased propensity to malignant tumor formation in breast tissue.
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Affiliation(s)
- Mathias Kvist Mejdahl
- Department of Breast Surgery, Herlev and Gentofte Hospital, Copenhagen University Hospital, 2730, Herlev, Denmark. .,Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.
| | - Jan Wohlfahrt
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Marianne Holm
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Ann Søegaard Knoop
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne Tjønneland
- Danish Cancer Society Research Center, Copenhagen, Denmark.,Institute of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Mads Melbye
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Niels Kroman
- Department of Breast Surgery, Herlev and Gentofte Hospital, Copenhagen University Hospital, 2730, Herlev, Denmark.,Danish Cancer Society, Copenhagen, Denmark
| | - Eva Balslev
- Department of Pathology, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
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5
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Imyanitov EN, Kuligina ES. Systemic investigations into the molecular features of bilateral breast cancer for diagnostic purposes. Expert Rev Mol Diagn 2019; 20:41-47. [PMID: 31835926 DOI: 10.1080/14737159.2020.1705157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Introduction: Many breast cancer (BC) patients develop the disease bilaterally. The emergence of two tumors in the same host is unlikely to be a random co-incidence: bilateral BC (biBC) patients are enriched by women who are susceptible to this disease due to genetic or non-genetic factors.Areas covered: Data on molecular pathogenesis and translational aspects of biBC research are summarized.Expert opinion: Studies on concordant and discordant molecular events occurring in paired tumors resemble twin studies, as they help to reveal core components of BC pathogenesis and to analyze interactions between host factors and tumor phenotype. Mutation profiling of biBC pairs suggested that most biBCs are clonally independent malignancies, although some instances of presumably contralateral metastatic spread were shown as well. Many biBCs, especially synchronous ones, demonstrate the similarity of essential tumor characteristics, which can be explained by sharing of genetic background, hormonal milieu, metabolic environment, and external exposures. biBC is strongly associated with BC-predisposing germline mutations; therefore, clinical management of biBC patients must include comprehensive genetic testing. Some contralateral metachronous BCs demonstrate high-level microsatellite instability (MSI-H). MSI-H is sometimes observed in radiation- and chemotherapy-induced tumors; therefore, it is possible that some second BCs are causally related to the therapy applied for the first cancer. MSI-H tumors are responsive to immune checkpoint blockade; hence, MSI-H analysis is advisable for biBC molecular testing. Systematic cataloging of biBC molecular portraits is likely to provide valuable information on fundamental aspects of cancer pathogenesis.
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Affiliation(s)
- Evgeny N Imyanitov
- Department of Tumour Growth Biology, N.N. Petrov Institute of Oncology, St.-Petersburg, Russia.,Department of Clinical Genetics, St.-Petersburg Pediatric Medical University, St.-Petersburg, Russia.,Department of Oncology, I.I. Mechnikov North-Western Medical University, St.-Petersburg, Russia
| | - Ekatherina Sh Kuligina
- Department of Tumour Growth Biology, N.N. Petrov Institute of Oncology, St.-Petersburg, Russia
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6
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Biermann J, Parris TZ, Nemes S, Danielsson A, Engqvist H, Werner Rönnerman E, Forssell-Aronsson E, Kovács A, Karlsson P, Helou K. Clonal relatedness in tumour pairs of breast cancer patients. Breast Cancer Res 2018; 20:96. [PMID: 30092821 PMCID: PMC6085699 DOI: 10.1186/s13058-018-1022-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 07/18/2018] [Indexed: 01/18/2023] Open
Abstract
Background Molecular classification of tumour clonality is currently not evaluated in multiple invasive breast carcinomas, despite evidence suggesting common clonal origins. There is no consensus about which type of data (e.g. copy number, mutation, histology) and especially which statistical method is most suitable to distinguish clonal recurrences from independent primary tumours. Methods Thirty-seven invasive breast tumour pairs were stratified according to laterality and time interval between the diagnoses of the two tumours. In a multi-omics approach, tumour clonality was analysed by integrating clinical characteristics (n = 37), DNA copy number (n = 37), DNA methylation (n = 8), gene expression microarray (n = 7), RNA sequencing (n = 3), and SNP genotyping data (n = 3). Different statistical methods, e.g. the diagnostic similarity index (SI), were used to classify the tumours as clonally related recurrences or independent primary tumours. Results The SI and hierarchical clustering showed similar tendencies and the highest concordance with the other methods. Concordant evidence for tumour clonality was found in 46% (17/37) of patients. Notably, no association was found between the current clinical guidelines and molecular tumour features. Conclusions A more accurate classification of clonal relatedness between multiple breast tumours may help to mitigate treatment failure and relapse by integrating tumour-associated molecular features, clinical parameters, and statistical methods. Guidelines need to be defined with exact thresholds to standardise clonality testing in a routine diagnostic setting. Electronic supplementary material The online version of this article (10.1186/s13058-018-1022-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jana Biermann
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden.
| | - Toshima Z Parris
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden
| | - Szilárd Nemes
- Swedish Hip Arthroplasty Register, 405 30, Gothenburg, Sweden
| | - Anna Danielsson
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden
| | - Hanna Engqvist
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden
| | - Elisabeth Werner Rönnerman
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden.,Department of Clinical Pathology and Genetics, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden
| | - Eva Forssell-Aronsson
- Department of Radiation Physics, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, 405 30, Gothenburg, Sweden
| | - Anikó Kovács
- Department of Clinical Pathology and Genetics, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden
| | - Per Karlsson
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden
| | - Khalil Helou
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Cancer Center, Sahlgrenska Academy at University of Gothenburg, Box 425, SE-405 30, Gothenburg, Sweden
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7
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Begg CB, Ostrovnaya I, Geyer FC, Papanastasiou AD, Ng CKY, Sakr R, Bernstein JL, Burke KA, King TA, Piscuoglio S, Mauguen A, Orlow I, Weigelt B, Seshan VE, Morrow M, Reis-Filho JS. Contralateral breast cancers: Independent cancers or metastases? Int J Cancer 2018; 142:347-356. [PMID: 28921573 PMCID: PMC5749409 DOI: 10.1002/ijc.31051] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 08/24/2017] [Accepted: 08/30/2017] [Indexed: 12/24/2022]
Abstract
A cancer in the contralateral breast in a woman with a previous or synchronous breast cancer is typically considered to be an independent primary tumor. Emerging evidence suggests that in a small subset of these cases the second tumor represents a metastasis. We sought to investigate the issue using massively parallel sequencing targeting 254 genes recurrently mutated in breast cancer. We examined the tumor archives at Memorial Sloan Kettering Cancer Center for the period 1995-2006 to identify cases of contralateral breast cancer where surgery for both tumors was performed at the Center. We report results from 49 patients successfully analyzed by a targeted massively parallel sequencing assay. Somatic mutations and copy number alterations were defined by state-of-the-art algorithms. Clonal relatedness was evaluated by statistical tests specifically designed for this purpose. We found evidence that the tumors in contralateral breasts were clonally related in three cases (6%) on the basis of matching mutations at codons where somatic mutations are rare. Clinical data and the presence of similar patterns of gene copy number alterations were consistent with metastasis for all three cases. In three additional cases, there was a solitary matching mutation at a common PIK3CA locus. The results suggest that a subset of contralateral breast cancers represent metastases rather than independent primary tumors. Massively parallel sequencing analysis can provide important evidence to clarify the diagnosis. However, given the inter-tumor mutational heterogeneity in breast cancer, sufficiently large gene panels need to be employed to define clonality convincingly in all cases.
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Affiliation(s)
- Colin B Begg
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irina Ostrovnaya
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Felipe C Geyer
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anastasios D Papanastasiou
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Metaxa Cancer Hospital/University of Patras, Patras, Greece
| | - Charlotte KY Ng
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Institute of Pathology, University Hospital Basel, Switzerland
| | - Rita Sakr
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jonine L Bernstein
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kathleen A Burke
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- IBM Watson Health, Cambridge, MA USA
| | - Tari A King
- Dana-Farber Cancer Institute/Brigham and Women’s Hospital, Boston, MA USA
| | - Salvatore Piscuoglio
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Institute of Pathology, University Hospital Basel, Switzerland
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Britta Weigelt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Venkatraman E Seshan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Monica Morrow
- Breast Service, Department of Surgery, 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
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8
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Fountzilas E, Kotoula V, Zagouri F, Giannoulatou E, Kouvatseas G, Pentheroudakis G, Koletsa T, Bobos M, Papadopoulou K, Samantas E, Demiri E, Miliaras S, Christodoulou C, Chrisafi S, Razis E, Fostira F, Pectasides D, Zografos G, Fountzilas G. Disease evolution and heterogeneity in bilateral breast cancer. Am J Cancer Res 2016; 6:2611-2630. [PMID: 27904775 PMCID: PMC5126277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 09/29/2016] [Indexed: 06/06/2023] Open
Abstract
Bilateral breast cancers (BBC) are currently treated as independent tumors arising in the same patient. Herein, we investigated whether BBC indeed evolve independently at the genomic level. We examined paired targeted next generation sequencing genotypes from 155 paraffin tumors corresponding to 76 BBC patients (75 women and one man; 52 concurrent and 24 metachronous), for coding mutations (amino acid changing, minor allele frequency <0.1%) and single nucleotide polymorphism (SNP) zygosity. Germline genotypes were available for 29 patients. Mutations were present in 80 tumors (54/76 patients; 71%), were mostly tumor-private (90%), more frequent in TP53 (19%), PIK3CA (14%), CDH1, GATA3, MLL3. TP53 mutations were more frequent in metachronous tumors (P<0.001); hormone receptor negative (P<0.001); with higher Ki-67 (P=0.002); and, in younger patients (P=0.01). Hypermutated tumors, all TP53 mutated, were diagnosed as the first incidence in 5 patients; their metachronous counterparts were mutation poor without TP53 involvement. Paired tumors shared common mutations at intratumoral frequency >20% in 10/54 comparable BBC (18.5%), 8/10 concurrent. SNP zygosity status was less preserved in metachronous, compared to concurrent disease. Pathogenic germline mutations were present in 10/29 patients, 9 in BRCA1 and one in TP53 (p.Phe341Val, first report in the germline). BBC demonstrated extensive inter- and intra-patient heterogeneity in the present thus far largest series of corresponding paired genotypes. The majority evolve independently and unpredictably, supporting current clinical practice. A considerable minority though, retains clonal origin and may be regarded as a distinct group for therapeutic interventions among concurrent BBC.
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Affiliation(s)
- Elena Fountzilas
- Department of Medical Oncology, Papageorgiou Hospital, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of MedicineThessaloniki, Greece
| | - Vassiliki Kotoula
- Department of Pathology, Aristotle University of Thessaloniki School of Health Sciences, Faculty of MedicineThessaloniki, Greece
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of ThessalonikiThessaloniki, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of MedicineAthens, Greece
| | - Eleni Giannoulatou
- Victor Chang Cardiac Research InstituteDarlinghurst, NSW, Australia
- The University of New South WalesKensington, NSW, Australia
| | | | | | - Triantafyllia Koletsa
- Department of Pathology, Aristotle University of Thessaloniki School of Health Sciences, Faculty of MedicineThessaloniki, Greece
| | - Mattheos Bobos
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of ThessalonikiThessaloniki, Greece
| | - Kyriaki Papadopoulou
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of ThessalonikiThessaloniki, Greece
| | - Epaminontas Samantas
- Third Department of Medical Oncology, Agii Anargiri Cancer HospitalAthens, Greece
| | - Efterpi Demiri
- Department of Plastic Surgery, Papageorgiou Hospital, Aristotle University of Thessaloniki School of MedineThessaloniki, Greece
| | - Spyros Miliaras
- First Department of Surgery, Papageorgiou Hospital, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of MedicineThessaloniki, Greece
| | | | - Sofia Chrisafi
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of ThessalonikiThessaloniki, Greece
| | - Evangelia Razis
- Third Department of Medical Oncology, Hygeia HospitalAthens, Greece
| | - Florentia Fostira
- Molecular Diagnostics Laboratory, INRaSTES, National Centre for Scientific Research DemokritosAthens, Greece
| | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, Hippokration HospitalAthens, Greece
| | - George Zografos
- Breast Unit, National and Kapodistrian University of Athens School of MedicineAthens, Greece
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of ThessalonikiThessaloniki, Greece
- Aristotle University of ThessalonikiThessaloniki, Greece
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Killander F, Karlsson P, Anderson H, Mattsson J, Holmberg E, Lundstedt D, Holmberg L, Malmström P. No breast cancer subgroup can be spared postoperative radiotherapy after breast-conserving surgery. Fifteen-year results from the Swedish Breast Cancer Group randomised trial, SweBCG 91 RT. Eur J Cancer 2016; 67:57-65. [PMID: 27614164 DOI: 10.1016/j.ejca.2016.08.001] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 07/29/2016] [Accepted: 08/01/2016] [Indexed: 12/19/2022]
Abstract
BACKGROUND Breast-conserving surgery (BCS) followed by radiotherapy (RT) is an established treatment for women with T1-2N0 breast cancers. Since subgroups of patients have low ipsilateral breast tumour recurrence (IBTR) rates, it is important to study whether RT is necessary for all patients. PATIENTS AND METHODS A total of 1187 women with primary T1-2N0M0 breast cancer were randomised, after standardised sector resection, to postoperative whole breast RT or no local treatment. Adjuvant systemic therapy was offered to patients with stage II cancers. Patients were followed with clinical examinations and annual mammography for 10 years and thereafter referred to the Swedish mammography screening program. RESULTS After 15 years of follow-up, a higher cumulative incidence of IBTR was observed in control patients, 23.9%, versus irradiated patients, 11.5%, P<0.001. Recurrence-free survival was inferior, 51.7% versus 60.4%, P=0.0013. The main effect of RT was seen during the first 5 years. However, overall survival was not significantly lower 68.4% versus 71.1%, P=0.68, nor was breast cancer-specific mortality significantly higher. CONCLUSIONS RT after BCS significantly reduced the incidence of IBTR at 15 years of follow-up. We were unable to identify subgroups which could be spared RT. Breast cancer mortality was not significantly reduced after RT. Good predictive markers for radiation sensitivity and improved adjuvant systemic therapy are needed to omit RT after BCS.
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Affiliation(s)
- F Killander
- Department of Clinical Sciences, Oncology, Lund University, Lund, Sweden; Skåne Department of Oncology, Skåne University Hospital, Lund, Sweden.
| | - P Karlsson
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, Göteborg, Sweden
| | - H Anderson
- Department of Clinical Sciences, Cancer Epidemiology, Lund, Sweden
| | - J Mattsson
- Department of Surgery, Sahlgrenska University Hospital, Göteborg, Sweden
| | - E Holmberg
- Regional Oncologic Centre, Sahlgrenska University Hospital, Göteborg, Sweden
| | - D Lundstedt
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, Sahlgrenska University Hospital, Göteborg, Sweden
| | - L Holmberg
- Regional Oncologic Centre, Uppsala University Hospital, Uppsala, Sweden; King's College London, Faculty of Life Sciences and Medicine, Division of Cancer Studies, London, UK
| | - P Malmström
- Department of Clinical Sciences, Oncology, Lund University, Lund, Sweden; Skåne Department of Oncology, Skåne University Hospital, Lund, Sweden
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10
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East EG, Pang JC, Kidwell KM, Jorns JM. Utility of estrogen receptor, progesterone receptor, and HER-2/neu analysis of multiple foci in multifocal ipsilateral invasive breast carcinoma. Am J Clin Pathol 2015; 144:952-9. [PMID: 26573003 DOI: 10.1309/ajcpfwxp54olilmu] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
OBJECTIVES To determine the frequency of estrogen receptor (ER), progesterone receptor (PR), and HER-2/neu (HER2) testing multiple foci of ipsilateral invasive breast carcinoma at our institution and to evaluate resulting change in treatment recommendation. METHODS We identified 165 consecutive cases of multifocal invasive breast cancer over a 10-year period (2005-2014). Clinicopathologic features and treatment recommendation were assessed by slide and chart review. RESULTS Seventy (42.4%) of 165 patients had two or more foci tested. In the first 6 years (2005-2010), frequency of testing two or more foci was 31.6% and increased to 70.6% in 2014. Seven (10%) of 70 had a clinically significant difference in ER/PR and/or HER2 status, five (7.1%) with a difference in HER2, one (1.4%) in ER/PR, and one (1.4%) in both ER/PR and HER2. All cases with difference in status had different histology and/or the largest focus was the most positive one. CONCLUSIONS Our findings support current recommendations to evaluate additional smaller tumor foci in multifocal invasive breast cancer if the focus is of different grade or histology. Additional features, including specific histology, grade, and ER, PR, and HER2 status of the largest focus, should also be considered when selecting cases for which testing of additional foci may be of benefit.
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11
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Alkner S, Ehinger A, Bendahl PO, Rydén L, Fernö M. Prognosis, stage and oestrogen receptor status of contralateral breast cancer in relation to characteristics of the first tumour, prior endocrine treatment and radiotherapy. Eur J Cancer 2015; 51:2304-13. [DOI: 10.1016/j.ejca.2015.07.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 05/15/2015] [Accepted: 07/16/2015] [Indexed: 11/30/2022]
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Alkner S, Tang MHE, Brueffer C, Dahlgren M, Chen Y, Olsson E, Winter C, Baker S, Ehinger A, Rydén L, Saal LH, Fernö M, Gruvberger-Saal SK. Contralateral breast cancer can represent a metastatic spread of the first primary tumor: determination of clonal relationship between contralateral breast cancers using next-generation whole genome sequencing. Breast Cancer Res 2015; 17:102. [PMID: 26242876 PMCID: PMC4531539 DOI: 10.1186/s13058-015-0608-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Accepted: 07/01/2015] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION By convention, a contralateral breast cancer (CBC) is treated as a new primary tumor, independent of the first cancer (BC1). Although there have been indications that the second tumor (BC2) sometimes may represent a metastatic spread of BC1, this has never been conclusively shown. We sought to apply next-generation sequencing to determine a "genetic barcode" for each tumor and reveal the clonal relationship of CBCs. METHODS Ten CBC patients with detailed clinical information and available fresh frozen tumor tissue were studied. Using low-coverage whole genome DNA-sequencing data for each tumor, chromosomal rearrangements were enumerated and copy number profiles were generated. Comparisons between tumors provided an estimate of clonal relatedness for tumor pairs within individual patients. RESULTS Between 15-256 rearrangements were detected in each tumor (median 87). For one patient, 76 % (68 out of 90) of the rearrangements were shared between BC1 and BC2, highly consistent with what has been seen for true primary-metastasis pairs (>50 %) and thus confirming a common clonal origin of the two tumors. For most of the remaining cases, BC1 and BC2 had similarly low overlap as unmatched randomized pairs of tumors from different individuals, suggesting the CBC to represent a new independent primary tumor. CONCLUSION Using rearrangement fingerprinting, we show for the first time with certainty that a contralateral BC2 can represent a metastatic spread of BC1. Given the poor prognosis of a generalized disease compared to a new primary tumor, these women need to be identified at diagnosis of CBC for appropriate determination of treatment. Our approach generates a promising new method to assess clonal relationship between tumors. Additional studies are required to confirm the frequency of CBCs representing metastatic events.
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Affiliation(s)
- Sara Alkner
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
- Skåne Clinic of Oncology, Skåne University Hospital Lund, Lund, SE-22241, Sweden.
| | - Man-Hung Eric Tang
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Christian Brueffer
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Malin Dahlgren
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Yilun Chen
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Eleonor Olsson
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Christof Winter
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Sara Baker
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Anna Ehinger
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
- Department of Pathology and Cytology, Blekinge County Hospital, Karlskrona, SE-37185, Sweden.
| | - Lisa Rydén
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
- Clinic of Surgery, Skåne University Hospital Lund, Lund, SE-22241, Sweden.
| | - Lao H Saal
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Mårten Fernö
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
| | - Sofia K Gruvberger-Saal
- Division of Oncology and Pathology, Clinical Sciences Lund, Lund University, MV 404-B2, Lund, SE-22381, Sweden.
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Klevebring D, Lindberg J, Rockberg J, Hilliges C, Hall P, Sandberg M, Czene K. Exome sequencing of contralateral breast cancer identifies metastatic disease. Breast Cancer Res Treat 2015; 151:319-24. [DOI: 10.1007/s10549-015-3403-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Accepted: 04/22/2015] [Indexed: 11/28/2022]
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HER2-Positive Metaplastic Spindle Cell Carcinoma Associated with Synchronous Bilateral Apocrine Carcinoma of the Breast. Case Rep Pathol 2014; 2014:310829. [PMID: 25309767 PMCID: PMC4189774 DOI: 10.1155/2014/310829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 09/03/2014] [Indexed: 11/18/2022] Open
Abstract
Apocrine carcinoma, which is strictly defined as over 90% of tumor cells showing apocrine differentiation, is a rare variant of breast cancer. Here we report an uncommon case in which apocrine carcinomas developed concurrently in both breasts; in addition, a sarcomatoid spindle cell lesion was coincident in the right breast. Both apocrine carcinomas were immunohistochemically negative for estrogen receptor (ER) and progesterone receptor (PgR), but diffusely positive for androgen receptor (AR), GCDFP-15, and HER2. The presence of intraductal components in bilateral carcinomas and the absence of lymph node metastasis suggested that they were more likely to be individual primary lesions rather than metastatic disease. The spindle cell lesion showed a relatively well-circumscribed nodule contiguous with the apocrine carcinoma. HER2 oncoprotein overexpression was observed not only in the apocrine carcinoma, but also in the spindle cell lesion. Since the spindle cell component was intimately admixed with apocrine carcinoma and had focal cytokeratin expression, we diagnosed it as metaplastic spindle cell carcinoma, which was originated from the apocrine carcinoma. To our knowledge, this is the first case report of a patient with synchronous bilateral apocrine carcinomas coinciding with metaplastic carcinoma.
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15
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Moarii M, Pinheiro A, Sigal-Zafrani B, Fourquet A, Caly M, Servant N, Stoven V, Vert JP, Reyal F. Epigenomic alterations in breast carcinoma from primary tumor to locoregional recurrences. PLoS One 2014; 9:e103986. [PMID: 25098247 PMCID: PMC4123987 DOI: 10.1371/journal.pone.0103986] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 07/04/2014] [Indexed: 01/19/2023] Open
Abstract
Introduction Epigenetic modifications such as aberrant DNA methylation has long been associated with tumorogenesis. Little is known, however, about how these modifications appear in cancer progression. Comparing the methylome of breast carcinomas and locoregional evolutions could shed light on this process. Methods The methylome profiles of 48 primary breast carcinomas (PT) and their matched axillary metastases (PT/AM pairs, 20 cases), local recurrences (PT/LR pairs, 17 cases) or contralateral breast carcinomas (PT/CL pairs, 11 cases) were analyzed. Univariate and multivariate analyzes were performed to determine differentially methylated probes (DMPs), and a similarity score was defined to compare methylation profiles. Correlation with copy-number based score was calculated and metastatic-free survival was compared between methods. Results 49 DMPs were found for the PT/AM set, but none for the others (FDR ). Hierarchical clustering clustered 75% of the PT/AM, 47% of the PT/LR, and none of the PT/CL pairs together. A methylation-based score (MS) was defined as a clonality measure. The PT/AM set contained a high proportion of clonal pairs while PT/LR pairs were evenly split between high and low MS score, suggesting two groups: true recurrences (TR) and new primary tumors (NP). CL were classified as new tumors. MS score was significantly correlated with copy-number based scores. There was no significant difference between the metastatic-free survival of groups of patients based on different classifications. Conclusion Epigenomic alterations are well suited to study clonality and track cancer progression. Methylation-based classification of TR and NP performed as well as clinical and copy-number based methods suggesting that these phenomenons are tightly linked.
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Affiliation(s)
- Matahi Moarii
- Centre for Computational Biology, Mines ParisTech, Fontainebleau, France
- Institut Curie, Paris, France
- U900, INSERM, Paris, France
| | - Alice Pinheiro
- UMR144, Oncology Molecular Team, Institut Curie, Paris, France
- Department of translational research, Residual Tumor and Response to Treatment Team, Institut Curie, Paris, France
| | | | - Alain Fourquet
- Department of Radiotherapy, Institut Curie, Paris, France
| | - Martial Caly
- Department of Tumor Biology, Institut Curie, Paris, France
| | - Nicolas Servant
- Centre for Computational Biology, Mines ParisTech, Fontainebleau, France
- Institut Curie, Paris, France
- U900, INSERM, Paris, France
| | - Véronique Stoven
- Centre for Computational Biology, Mines ParisTech, Fontainebleau, France
- Institut Curie, Paris, France
- U900, INSERM, Paris, France
| | - Jean-Philippe Vert
- Centre for Computational Biology, Mines ParisTech, Fontainebleau, France
- Institut Curie, Paris, France
- U900, INSERM, Paris, France
| | - Fabien Reyal
- UMR144, Oncology Molecular Team, Institut Curie, Paris, France
- Department of translational research, Residual Tumor and Response to Treatment Team, Institut Curie, Paris, France
- Department of Surgery, Institut Curie, Paris, France
- * E-mail:
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16
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Bethune GC, Mullen JB, Chang MC. HER2 testing of multifocal invasive breast carcinoma: how many blocks are enough? Am J Clin Pathol 2013; 140:588-92. [PMID: 24045558 DOI: 10.1309/ajcpzsv2w1cpgrjw] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVES To determine the diagnostic yield of testing multiple blocks for HER2 in cases of multifocal breast carcinoma. METHODS We identified 246 consecutive cases of multifocal invasive breast carcinoma in which HER2 was tested on more than 1 tumor focus. We performed an audit of all cases with respect to tumor size, grade, and histologic type. RESULTS HER2 status was concordant between multiple foci in 230 (93.5%) of 246 cases, with the largest focus having the most positive HER2 result in 242 (98.4%) of 246 cases. We did not find a single case in which a smaller focus demonstrated a more positive HER2 status unless this focus was either higher grade or different histologically. CONCLUSIONS Our findings support the evaluation of HER2 on the largest focus, with additional testing on smaller foci having a different histologic type or higher grade.
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Affiliation(s)
- Gillian C. Bethune
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada, and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - J. Brendan Mullen
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada, and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Martin C. Chang
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada, and Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
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Nemes S, Danielsson A, Parris TZ, Jonasson JM, Bülow E, Karlsson P, Steineck G, Helou K. A diagnostic algorithm to identify paired tumors with clonal origin. Genes Chromosomes Cancer 2013; 52:1007-16. [DOI: 10.1002/gcc.22096] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Accepted: 07/02/2013] [Indexed: 11/07/2022] Open
Affiliation(s)
- Szilárd Nemes
- Division of Clinical Cancer Epidemiology; Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
- Regional Cancer Centre (West); Western Sweden Health Care Region, Sahlgrenska University Hospital; Gothenburg Sweden
| | - Anna Danielsson
- Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
| | - Toshima Z. Parris
- Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
| | - Junmei Miao Jonasson
- Division of Clinical Cancer Epidemiology; Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
| | - Erik Bülow
- Regional Cancer Centre (West); Western Sweden Health Care Region, Sahlgrenska University Hospital; Gothenburg Sweden
| | - Per Karlsson
- Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
| | - Gunnar Steineck
- Division of Clinical Cancer Epidemiology; Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
- Division of Clinical Cancer Epidemiology; Department of Oncology and Pathology; Karolinska Institutet; Stockholm Sweden
| | - Khalil Helou
- Department of Oncology; Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg; Gothenburg Sweden
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18
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Font-Gonzalez A, Liu L, Voogd AC, Schmidt MK, Roukema JA, Coebergh JWW, de Vries E, Soerjomataram I. Inferior survival for young patients with contralateral compared to unilateral breast cancer: a nationwide population-based study in the Netherlands. Breast Cancer Res Treat 2013; 139:811-9. [PMID: 23760860 DOI: 10.1007/s10549-013-2588-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Accepted: 05/29/2013] [Indexed: 11/29/2022]
Abstract
To compare overall survival between women with unilateral breast cancer (UBC) and contralateral breast cancer (CBC). Women with UBC (N = 182,562; 95 %) and CBC (N = 8,912; 5 %) recorded in the Netherlands Cancer Registry between 1989 and 2008 were included and followed until 2010. We incorporated CBC as a time-dependent covariate to compute the overall mortality rate ratio between women with CBC and UBC. Prognostic factors for overall death were examined according to age at first breast cancer. Women with CBC exhibited a 30 % increase in overall mortality (Hazard Ratio (HR), 95 % Confidence Interval: 1.3, 1.3-1.4) compared with UBC, decreasing with rising age at diagnosis of first breast cancer (<50 years: 2.3, 2.2-2.5 vs. ≥70 years: 1.1, 1.0-1.1). Women older than 50 years at CBC diagnosis and diagnosed 2-5 years after their first breast cancer exhibited a 20 % higher death risk (1.2, 1.0-1.3) compared to those diagnosed within the first 2 years. In women younger than 50 years, the HR was significantly lower if the CBC was diagnosed >5 years after the first breast cancer (0.7, 0.5-0.9). The prognosis for women with CBC significantly improved over time (2004-2008: 0.6, 0.5-0.7 vs. 1989-1993). Women with CBC had a lower survival compared to women with UBC, especially those younger than 50 years at first breast cancer diagnosis. A tailored follow-up strategy beyond current recommendations is needed for these patients who, because of their age and absence of known familial risk, are currently not invited for population-based screening.
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Affiliation(s)
- A Font-Gonzalez
- Department of Public Health, Erasmus University Medical Center, PO Box 2040, Rotterdam 3000 CA, The Netherlands
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Lemetre C, Zhang ZD. A brief introduction to tiling microarrays: principles, concepts, and applications. Methods Mol Biol 2013; 1067:3-19. [PMID: 23975782 DOI: 10.1007/978-1-62703-607-8_1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Technological achievements have always contributed to the advancement of biomedical research. It has never been more so than in recent times, when the development and application of innovative cutting-edge technologies have transformed biology into a data-rich quantitative science. This stunning revolution in biology primarily ensued from the emergence of microarrays over two decades ago. The completion of whole-genome sequencing projects and the advance in microarray manufacturing technologies enabled the development of tiling microarrays, which gave unprecedented genomic coverage. Since their first description, several types of application of tiling arrays have emerged, each aiming to tackle a different biological problem. Although numerous algorithms have already been developed to analyze microarray data, new method development is still needed not only for better performance but also for integration of available microarray data sets, which without doubt constitute one of the largest collections of biological data ever generated. In this chapter we first introduce the principles behind the emergence and the development of tiling microarrays, and then discuss with some examples how they are used to investigate different biological problems.
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Affiliation(s)
- Christophe Lemetre
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
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Choi Y, Kim EJ, Seol H, Lee HE, Jang MJ, Kim SM, Kim JH, Kim SW, Choe G, Park SY. The hormone receptor, human epidermal growth factor receptor 2, and molecular subtype status of individual tumor foci in multifocal/multicentric invasive ductal carcinoma of breast. Hum Pathol 2011; 43:48-55. [PMID: 21733550 DOI: 10.1016/j.humpath.2010.08.026] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2010] [Revised: 08/05/2010] [Accepted: 08/20/2010] [Indexed: 10/18/2022]
Abstract
Multifocal/multicentric breast cancers are common. However, investigations of biomarkers such as estrogen receptor, progesterone receptor, and human epidermal growth factor receptor 2 in individual tumor foci of such cancers are rare. This study was designed to evaluate the status of the hormone receptors, human epidermal growth factor receptor 2, and its molecular subtypes in individual foci of multifocal/multicentric invasive ductal carcinoma of the breast and to identify the factors associated with the different phenotypes of individual foci. We performed immunohistochemical analyses of the estrogen receptor, progesterone receptor, cytokeratin 5/6, epidermal growth factor receptor, and p53 and fluorescence in situ hybridization of human epidermal growth factor receptor 2 in individual foci of 65 cases of multifocal/multicentric invasive ductal carcinoma and the associated ductal carcinoma in situ components using tissue microarrays. The estrogen receptor status differed in 2 (3%) of the 65 invasive ductal carcinomas, progesterone receptor status in 7 (11%), human epidermal growth factor receptor 2 status in 4 (6%), and molecular subtypes in 5 (8%). The presence of different molecular subtypes in the invasive tumor foci was associated with differences in histologic features (P = .005), high histologic and nuclear grade (P = .012 and P = .021, respectively), p53 overexpression (P = .006), and mixed molecular subtypes in the ductal carcinoma in situ components (P = .011). Multifocal/multicentric invasive ductal carcinomas usually have a single phenotype in terms of hormone receptors, human epidermal growth factor receptor 2, and molecular subtypes; and thus, immunohistochemical analyses of the index tumor may be sufficient in routine practice. However, if multifocal/multicentric invasive ductal carcinomas are of high grade, of different histologic features, or of heterogeneous ductal carcinoma in situ component, biomarkers of the various foci need to be evaluated separately.
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Affiliation(s)
- Yoomi Choi
- Department of Pathology, Seoul National University College of Medicine, Seoul, 110-799, Korea
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21
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Alkner S, Bendahl PO, Fernö M, Manjer J, Rydén L. Prediction of outcome after diagnosis of metachronous contralateral breast cancer. BMC Cancer 2011; 11:114. [PMID: 21450091 PMCID: PMC3080341 DOI: 10.1186/1471-2407-11-114] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2010] [Accepted: 03/30/2011] [Indexed: 11/15/2022] Open
Abstract
Background Although 2-20% of breast cancer patients develop a contralateral breast cancer (CBC), prognosis after CBC is still debated. Using a unique patient cohort, we have investigated whether time interval to second breast cancer (BC2) and mode of detection are associated to prognosis. Methods Information on patient-, tumour-, treatment-characteristics, and outcome was abstracted from patients' individual charts for all patients diagnosed with metachronous CBC in the Southern Healthcare Region of Sweden from 1977-2007. Distant disease-free survival (DDFS) and risk of distant metastases were primary endpoints. Results The cohort included 723 patients with metachronous contralateral breast cancer as primary breast cancer event. Patients with less than three years to BC2 had a significantly impaired DDFS (p = 0.01), and in sub-group analysis, this effect was seen primarily in patients aged <50. By logistic regression analysis, patients diagnosed with BC2 within routine follow-up examinations had a significantly lower risk of developing metastases compared to those who were symptomatic at diagnosis (p < 0.0001). Chemotherapy given after breast BC1 was a negative prognostic factor for DDFS, whereas endocrine treatment and radiotherapy given after BC2 improved DDFS. Conclusions In a large cohort of patients with CBC, we found the time interval to BC2 to be a strong prognostic factor for DDFS in young women and mode of detection to be related to risk of distant metastases. Future studies of tumour biology of BC2 in relation to prognostic factors found in the present study can hopefully provide biological explanations to these findings.
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Affiliation(s)
- Sara Alkner
- Department of Oncology, Clinical Sciences, Lund, Lund University, Sweden
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22
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Fang M, Toher J, Morgan M, Davison J, Tannenbaum S, Claffey K. Genomic differences between estrogen receptor (ER)-positive and ER-negative human breast carcinoma identified by single nucleotide polymorphism array comparative genome hybridization analysis. Cancer 2010; 117:2024-34. [PMID: 21523713 DOI: 10.1002/cncr.25770] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2010] [Revised: 10/08/2010] [Accepted: 10/12/2010] [Indexed: 12/25/2022]
Abstract
BACKGROUND Estrogen receptor (ER) remains one of the most important biomarkers for breast cancer subtyping and prognosis, and comparative genome hybridization has greatly contributed to the understanding of global genetic imbalance. The authors used single-nucleotide polymorphism (SNP) arrays to compare overall copy number aberrations (CNAs) as well as loss of heterozygosity (LOH) of the entire human genome in ER-positive and ER-negative breast carcinomas. METHODS DNA was extracted from frozen tumor sections of 21 breast carcinoma specimens and analyzed with a proprietary 50K XbaI SNP array. Copy number and LOH probability values were derived for each sample. Data were analyzed using bioinformatics and computational software, and permutation tests were used to estimate the significance of these values. RESULTS There was a global increase in CNAs and LOH in ER-negative relative to ER-positive cancers. Gain of the long arm of chromosome 1 (1q) and 8q were the most obvious changes common in both subtypes: An increase in the chromosome 1 short arm (1p)/1q ratio was observed in ER-negative samples, and an increased 16p/16q ratio was observed in ER-positive samples. Significant CNAs (adjusted P<.05) in ER-negative relative to ER-positive tumors included 5q deletion, loss of 15q, and gain of 2p and 21q. Copy-neutral LOH (cnLOH) common to both ER-positive and ER-negative samples included 9p21, the p16 tumor suppressor locus, and 4q13, the RCHY1 (ring finger and CHY zinc finger domain-containing 1) oncogene locus. Of particular interest was an enrichment of 17q LOH among the ER-negative tumors, potentially suggesting breast cancer 1 gene (BRCA1) mutations. CONCLUSIONS SNP array detected both genetic imbalances and cnLOH and was capable of discriminating ER-negative breast cancer from ER-positive breast cancer.
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Affiliation(s)
- Min Fang
- Fired Hutchinson Cancer Research Center, Seattle, WA 98109-1023, USA.
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23
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Chari R, Thu KL, Wilson IM, Lockwood WW, Lonergan KM, Coe BP, Malloff CA, Gazdar AF, Lam S, Garnis C, MacAulay CE, Alvarez CE, Lam WL. Integrating the multiple dimensions of genomic and epigenomic landscapes of cancer. Cancer Metastasis Rev 2010; 29:73-93. [PMID: 20108112 DOI: 10.1007/s10555-010-9199-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Advances in high-throughput, genome-wide profiling technologies have allowed for an unprecedented view of the cancer genome landscape. Specifically, high-density microarrays and sequencing-based strategies have been widely utilized to identify genetic (such as gene dosage, allelic status, and mutations in gene sequence) and epigenetic (such as DNA methylation, histone modification, and microRNA) aberrations in cancer. Although the application of these profiling technologies in unidimensional analyses has been instrumental in cancer gene discovery, genes affected by low-frequency events are often overlooked. The integrative approach of analyzing parallel dimensions has enabled the identification of (a) genes that are often disrupted by multiple mechanisms but at low frequencies by any one mechanism and (b) pathways that are often disrupted at multiple components but at low frequencies at individual components. These benefits of using an integrative approach illustrate the concept that the whole is greater than the sum of its parts. As efforts have now turned toward parallel and integrative multidimensional approaches for studying the cancer genome landscape in hopes of obtaining a more insightful understanding of the key genes and pathways driving cancer cells, this review describes key findings disseminating from such high-throughput, integrative analyses, including contributions to our understanding of causative genetic events in cancer cell biology.
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Affiliation(s)
- Raj Chari
- Genetics Unit - Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada.
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Ostrovnaya I, Begg CB. Testing clonal relatedness of tumors using array comparative genomic hybridization: a statistical challenge. Clin Cancer Res 2010; 16:1358-67. [PMID: 20179213 DOI: 10.1158/1078-0432.ccr-09-2398] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
In recent years several investigative groups have sought to use array technologies that characterize somatic alterations in tumors, such as array comparative genomic hybridization (ACGH), to classify pairs of tumors from the same patients as either independent primary cancers or metastases. A wide variety of strategies have been proposed. Several groups have endeavored to use hierarchical clustering for this purpose. This technique was popularized in genomics as a means of finding clusters of patients with similar gene expression patterns with a view to finding subcategories of tumors with distinct clinical characteristics. Unfortunately, this method is not well suited to the problem of classifying individual pairs of tumors as either clonal or independent. In this article we show why hierarchical clustering is unsuitable for this purpose, and why this method has the paradoxical property of producing a declining probability that clonal tumor pairs will be correctly identified as more information is accrued (i.e., more patients). We discuss alternative strategies that have been proposed, which are based on more conventional conceptual formulations for statistical testing and diagnosis, and point to the remaining challenges in constructing valid and robust techniques for this problem.
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Affiliation(s)
- Irina Ostrovnaya
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, New York 10021, USA
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Banelli B, Casciano I, Di Vinci A, Gatteschi B, Levaggi A, Carli F, Bighin C, Salvi S, Allemanni G, Ghiorzo P, Pronzato P, Venturini M, Romani M, Del Mastro L. Pathological and molecular characteristics distinguishing contralateral metastatic from new primary breast cancer. Ann Oncol 2009; 21:1237-1242. [PMID: 19875753 DOI: 10.1093/annonc/mdp470] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Breast cancer patients have a cumulative lifetime risk of 2%-15% of developing a contralateral metastatic or ex novo primary cancer. From prognostic and therapeutic viewpoints, it is important to differentiate metastatic from second primary. To distinguish these entities, we investigated whether the pattern of X chromosome inactivation could determine whether the two tumors derived from different progenitor cells. MATERIALS AND METHODS The clonality of bilateral breast cancer was evaluated through the X-inactivation analysis using the human androgen receptor gene (HUMARA) polymorphism and the histopathologic and molecular results were compared. A different or an identical pattern of X inactivation was considered as indicator of a second primary cancer or not informative, respectively. We considered morphological indicators of a new primary cancer the absence of concordance in the histological type or a better histological differentiation. RESULTS Ten patients with bilateral breast cancer were evaluated. Morphological criteria indicated that eight were second primary, a conclusion confirmed by the X-inactivation analysis. Two cases classified as recurrence according to morphological criteria were classified as second tumor by molecular analysis. CONCLUSION Our results show that the HUMARA clonality assay can improve the histological parameters in differentiating metastatic cancer from second primary cancer.
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Affiliation(s)
- B Banelli
- Department of Advanced Diagnostic Technologies, Division of Tumor Genetics
| | - I Casciano
- Department of Advanced Diagnostic Technologies, Division of Tumor Genetics
| | - A Di Vinci
- Department of Advanced Diagnostic Technologies, Division of Tumor Genetics
| | - B Gatteschi
- Department of Advanced Diagnostic Technologies, Division of Pathology
| | - A Levaggi
- Department of Integrated Medical Oncology, Division of Medical Oncology 'A', Istituto Nazionale per la Ricerca sul Cancro, Istituto Scientifico Tumori
| | - F Carli
- Department of Advanced Diagnostic Technologies, Division of Pathology
| | - C Bighin
- Department of Integrated Medical Oncology, Division of Medical Oncology 'A', Istituto Nazionale per la Ricerca sul Cancro, Istituto Scientifico Tumori
| | - S Salvi
- Department of Advanced Diagnostic Technologies, Division of Pathology
| | - G Allemanni
- Department of Advanced Diagnostic Technologies, Division of Tumor Genetics
| | - P Ghiorzo
- Department of Oncology, Biology and Genetics (DOBiG), University of Genova, Genova
| | - P Pronzato
- Department of Integrated Medical Oncology, Division of Medical Oncology 'A', Istituto Nazionale per la Ricerca sul Cancro, Istituto Scientifico Tumori
| | - M Venturini
- Department of Integrated Medical Oncology, Division of Medical Oncology 'A', Istituto Nazionale per la Ricerca sul Cancro, Istituto Scientifico Tumori; Department of Oncology, Sacro Cuore-Don Calabria Hospital, Negrar (Verona), Italy
| | - M Romani
- Department of Advanced Diagnostic Technologies, Division of Tumor Genetics.
| | - L Del Mastro
- Department of Integrated Medical Oncology, Division of Medical Oncology 'A', Istituto Nazionale per la Ricerca sul Cancro, Istituto Scientifico Tumori
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