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van den Ende NS, Nguyen AH, Jager A, Kok M, Debets R, van Deurzen CHM. Triple-Negative Breast Cancer and Predictive Markers of Response to Neoadjuvant Chemotherapy: A Systematic Review. Int J Mol Sci 2023; 24:ijms24032969. [PMID: 36769287 PMCID: PMC9918290 DOI: 10.3390/ijms24032969] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 01/27/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Around 40-50% of all triple-negative breast cancer (TNBC) patients achieve a pathological complete response (pCR) after treatment with neoadjuvant chemotherapy (NAC). The identification of biomarkers predicting the response to NAC could be helpful for personalized treatment. This systematic review provides an overview of putative biomarkers at baseline that are predictive for a pCR following NAC. Embase, Medline and Web of Science were searched for articles published between January 2010 and August 2022. The articles had to meet the following criteria: patients with primary invasive TNBC without distant metastases and patients must have received NAC. In total, 2045 articles were screened by two reviewers resulting in the inclusion of 92 articles. Overall, the most frequently reported biomarkers associated with a pCR were a high expression of Ki-67, an expression of PD-L1 and the abundance of tumor-infiltrating lymphocytes, particularly CD8+ T cells, and corresponding immune gene signatures. In addition, our review reveals proteomic, genomic and transcriptomic markers that relate to cancer cells, the tumor microenvironment and the peripheral blood, which also affect chemo-sensitivity. We conclude that a prediction model based on a combination of tumor and immune markers is likely to better stratify TNBC patients with respect to NAC response.
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Affiliation(s)
- Nadine S. van den Ende
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
- Correspondence: ; Tel.: +31-640213383
| | - Anh H. Nguyen
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
| | - Agnes Jager
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
| | - Marleen Kok
- Department of Medical Oncology, Tumor Biology & Immunology, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands
| | - Reno Debets
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
| | - Carolien H. M. van Deurzen
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, 3015 GD Rotterdam, The Netherlands
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Contribution of BRCA1 5382insC mutation to triplene-gative and luminal types of breast cancer in Ukraine. Breast Cancer Res Treat 2022; 195:453-459. [PMID: 35930098 DOI: 10.1007/s10549-022-06692-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 05/26/2022] [Indexed: 11/02/2022]
Abstract
PURPOSE The gene BRCA1 plays a key role in DNA repair in breast and ovarian cell lines and this is considered one of target tumor suppressor genes in same line of cancers. The 5382insC mutation is among the most frequently detected in patients (Eastern Europe) with triple-negative breast cancer (TNBC). In Ukraine, there is not enough awareness of necessity to test patients with TNBC for BRCA1 mutations. That is why this group of patients is not well-studied, even through is known the mutation may affect the course of disease. METHODS The biological samples of 408 female patients were analyzed of the 5382insC mutation in BRCA1. We compared the frequency of the 5382insC mutation in BRCA1 gene observed in Ukraine with known frequencies in other countries. RESULTS For patients with TNBC, BRCA1 mutations frequency was 11.3%, while in patients with luminal types of breast cancers, the frequency was 2.8%. Prevalence of 5382insC among TNBC patients reported in this study was not different from those in Tunisia, Poland, Russia, and Bulgaria, but was higher than in Australia and Germany. CONCLUSION The BRCA1 c.5382 mutation rate was recorded for the first time for TNBC patients in a Ukrainian population. The results presented in this study underscore the importance of this genetic testing of mutations in patients with TNBC. Our study supports BRCA1/2 genetic testing for all women diagnosed with TNBC, regardless of the age of onset or family history of cancer and not only for women diagnosed with TNBC at <60y.o., as guidelines recommend.
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Mekonnen N, Yang H, Shin YK. Homologous Recombination Deficiency in Ovarian, Breast, Colorectal, Pancreatic, Non-Small Cell Lung and Prostate Cancers, and the Mechanisms of Resistance to PARP Inhibitors. Front Oncol 2022; 12:880643. [PMID: 35785170 PMCID: PMC9247200 DOI: 10.3389/fonc.2022.880643] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 05/18/2022] [Indexed: 11/30/2022] Open
Abstract
Homologous recombination (HR) is a highly conserved DNA repair mechanism that protects cells from exogenous and endogenous DNA damage. Breast cancer 1 (BRCA1) and breast cancer 2 (BRCA2) play an important role in the HR repair pathway by interacting with other DNA repair proteins such as Fanconi anemia (FA) proteins, ATM, RAD51, PALB2, MRE11A, RAD50, and NBN. These pathways are frequently aberrant in cancer, leading to the accumulation of DNA damage and genomic instability known as homologous recombination deficiency (HRD). HRD can be caused by chromosomal and subchromosomal aberrations, as well as by epigenetic inactivation of tumor suppressor gene promoters. Deficiency in one or more HR genes increases the risk of many malignancies. Another conserved mechanism involved in the repair of DNA single-strand breaks (SSBs) is base excision repair, in which poly (ADP-ribose) polymerase (PARP) enzymes play an important role. PARP inhibitors (PARPIs) convert SSBs to more cytotoxic double-strand breaks, which are repaired in HR-proficient cells, but remain unrepaired in HRD. The blockade of both HR and base excision repair pathways is the basis of PARPI therapy. The use of PARPIs can be expanded to sporadic cancers displaying the “BRCAness” phenotype. Although PARPIs are effective in many cancers, their efficacy is limited by the development of resistance. In this review, we summarize the prevalence of HRD due to mutation, loss of heterozygosity, and promoter hypermethylation of 35 DNA repair genes in ovarian, breast, colorectal, pancreatic, non-small cell lung cancer, and prostate cancer. The underlying mechanisms and strategies to overcome PARPI resistance are also discussed.
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Affiliation(s)
- Negesse Mekonnen
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
- Department of Veterinary Science, School of Animal Science and Veterinary Medicine, Bahir Dar University, Bahir Dar, Ethiopia
| | - Hobin Yang
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
| | - Young Kee Shin
- Department of Pharmacy, Research Institute of Pharmaceutical Science, Seoul National University College of Pharmacy, Seoul, South Korea
- Bio-MAX/N-Bio, Seoul National University, Seoul, South Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Seoul National University Graduate School of Convergence Science and Technology, Seoul, South Korea
- LOGONE Bio Convergence Research Foundation, Center for Companion Diagnostics, Seoul, South Korea
- *Correspondence: Young Kee Shin,
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4
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Hawsawi YM, Shams A, Theyab A, Abdali WA, Hussien NA, Alatwi HE, Alzahrani OR, Oyouni AAA, Babalghith AO, Alreshidi M. BARD1 mystery: tumor suppressors are cancer susceptibility genes. BMC Cancer 2022; 22:599. [PMID: 35650591 PMCID: PMC9161512 DOI: 10.1186/s12885-022-09567-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 04/14/2022] [Indexed: 12/24/2022] Open
Abstract
The full-length BRCA1-associated RING domain 1 (BARD1) gene encodes a 777-aa protein. BARD1 displays a dual role in cancer development and progression as it acts as a tumor suppressor and an oncogene. Structurally, BARD1 has homologous domains to BRCA1 that aid their heterodimer interaction to inhibit the progression of different cancers such as breast and ovarian cancers following the BRCA1-dependant pathway. In addition, BARD1 was shown to be involved in other pathways that are involved in tumor suppression (BRCA1-independent pathway) such as the TP53-dependent apoptotic signaling pathway. However, there are abundant BARD1 isoforms exist that are different from the full-length BARD1 due to nonsense and frameshift mutations, or deletions were found to be associated with susceptibility to various cancers including neuroblastoma, lung, breast, and cervical cancers. This article reviews the spectrum of BARD1 full-length genes and its different isoforms and their anticipated associated risk. Additionally, the study also highlights the role of BARD1 as an oncogene in breast cancer patients and its potential uses as a prognostic/diagnostic biomarker and as a therapeutic target for cancer susceptibility testing and treatment.
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Affiliation(s)
- Yousef M Hawsawi
- King Faisal Specialist Hospital and Research Center- Research Center, KFSH&RC, MBC-J04, P.O. Box 40047, Jeddah, 21499, Saudi Arabia. .,College of Medicine, Al-Faisal University, P.O. Box 50927, Riyadh, 11533, Saudi Arabia.
| | - Anwar Shams
- Department of Pharmacology, College of Medicine, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia
| | - Abdulrahman Theyab
- College of Medicine, Al-Faisal University, P.O. Box 50927, Riyadh, 11533, Saudi Arabia.,Department of Pharmacology, College of Medicine, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia.,Department of Laboratory Medicine, Security Forces Hospital, Mecca, Kingdom of Saudi Arabia
| | - Wed A Abdali
- King Faisal Specialist Hospital and Research Center- Research Center, KFSH&RC, MBC-J04, P.O. Box 40047, Jeddah, 21499, Saudi Arabia
| | - Nahed A Hussien
- Department of Zoology, Faculty of Science, Cairo University, Giza, 12613, Egypt.,Department of Biology, College of Science, Taif University, P.O Box 11099, Taif, 21944, Saudi Arabia
| | - Hanan E Alatwi
- Department of Biology, Faculty of Sciences, University of Tabuk, Tabuk, Kingdom of Saudi Arabia.,Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia
| | - Othman R Alzahrani
- Department of Biology, Faculty of Sciences, University of Tabuk, Tabuk, Kingdom of Saudi Arabia.,Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia
| | - Atif Abdulwahab A Oyouni
- Department of Biology, Faculty of Sciences, University of Tabuk, Tabuk, Kingdom of Saudi Arabia.,Genome and Biotechnology Unit, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia
| | - Ahmad O Babalghith
- Medical genetics Department, College of Medicine, Umm Alqura University, Makkah, Saudi Arabia
| | - Mousa Alreshidi
- Departement of biology, College of Science, University of Hail, Hail, Saudi Arabia.,Molecular Diagnostic and Personalized Therapeutic Unit, University of Hail, Hail, Saudi Arabia
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5
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Ruscito I, Gasparri ML, De Marco MP, Costanzi F, Besharat AR, Papadia A, Kuehn T, Gentilini OD, Bellati F, Caserta D. The Clinical and Pathological Profile of BRCA1 Gene Methylated Breast Cancer Women: A Meta-Analysis. Cancers (Basel) 2021; 13:cancers13061391. [PMID: 33808555 PMCID: PMC8003261 DOI: 10.3390/cancers13061391] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 03/09/2021] [Accepted: 03/16/2021] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND DNA aberrant hypermethylation is the major cause of transcriptional silencing of the breast cancer gene 1 (BRCA1) gene in sporadic breast cancer patients. The aim of the present meta-analysis was to analyze all available studies reporting clinical characteristics of BRCA1 gene hypermethylated breast cancer in women, and to pool the results to provide a unique clinical profile of this cancer population. METHODS On September 2020, a systematic literature search was performed. Data were retrieved from PubMed, MEDLINE, and Scopus by searching the terms: "BRCA*" AND "methyl*" AND "breast". All studies evaluating the association between BRCA1 methylation status and breast cancer patients' clinicopathological features were considered for inclusion. RESULTS 465 studies were retrieved. Thirty (6.4%) studies including 3985 patients met all selection criteria. The pooled analysis data revealed a significant correlation between BRCA1 gene hypermethylation and advanced breast cancer disease stage (OR = 0.75: 95% CI: 0.58-0.97; p = 0.03, fixed effects model), lymph nodes involvement (OR = 1.22: 95% CI: 1.01-1.48; p = 0.04, fixed effects model), and pre-menopausal status (OR = 1.34: 95% CI: 1.08-1.66; p = 0.008, fixed effects model). No association could be found between BRCA1 hypermethylation and tumor histology (OR = 0.78: 95% CI: 0.59-1.03; p = 0.08, fixed effects model), tumor grading (OR = 0.78: 95% CI :0.46-1.32; p = 0.36, fixed effects model), and breast cancer molecular classification (OR = 1.59: 95% CI: 0.68-3.72; p = 0.29, random effects model). CONCLUSIONS hypermethylation of the BRCA1 gene significantly correlates with advanced breast cancer disease, lymph nodes involvement, and pre-menopausal cancer onset.
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Affiliation(s)
- Ilary Ruscito
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
- Correspondence: ; Tel.: +39-06-3377-5696
| | - Maria Luisa Gasparri
- Department of Gynecology and Obstetrics, Ente Ospedaliere Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland; (M.L.G.); (A.P.)
- University of the Italian Switzerland (USI), Via Giuseppe Buffi 13, 6900 Lugano, Switzerland
| | - Maria Paola De Marco
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
| | - Flavia Costanzi
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
| | - Aris Raad Besharat
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
| | - Andrea Papadia
- Department of Gynecology and Obstetrics, Ente Ospedaliere Cantonale (EOC), Via Tesserete 46, 6900 Lugano, Switzerland; (M.L.G.); (A.P.)
- University of the Italian Switzerland (USI), Via Giuseppe Buffi 13, 6900 Lugano, Switzerland
| | - Thorsten Kuehn
- Interdisciplinary Breast Center, Department of Gynecology and Obstetrics, Klinikum Esslingen, 73730 Neckar, Germany;
| | - Oreste Davide Gentilini
- Breast Surgery Unit, San Raffaele University Hospital, via Olgettina 60, 20132 Milan, Italy;
| | - Filippo Bellati
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
| | - Donatella Caserta
- Gynecology Division, Department of Medical and Surgical Sciences and Translational Medicine, Sant’Andrea University Hospital, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy; (M.P.D.M.); (F.C.); (A.R.B.); (F.B.); (D.C.)
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6
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Śniadecki M, Brzeziński M, Darecka K, Klasa-Mazurkiewicz D, Poniewierza P, Krzeszowiec M, Kmieć N, Wydra D. BARD1 and Breast Cancer: The Possibility of Creating Screening Tests and New Preventive and Therapeutic Pathways for Predisposed Women. Genes (Basel) 2020; 11:genes11111251. [PMID: 33114377 PMCID: PMC7693009 DOI: 10.3390/genes11111251] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 10/10/2020] [Indexed: 02/07/2023] Open
Abstract
Current oncological developments are based on improved understanding of genetics, and especially the discovery of genes whose alterations affect cell functions with consequences for the whole body. Our work is focused on the one of these genes, BRCA1-associated RING domain protein 1 (BARD1), and its oncogenic role in breast cancer. Most importantly, the study points to new avenues in the treatment and prevention of the most frequent female cancer based on BARD1 research. The BARD1 and BRCA1 (BReast CAncer type 1) proteins have similar structures and functions, and they combine to form the new molecule BARD1-BRCA1 heterodimer. The BARD1-BRCA1 complex is involved in genetic stabilization at the cellular level. It allows to mark abnormal DNA fragments by attaching ubiquitin to them. In addition, it blocks (by ubiquitination of RNA polymerase II) the transcription of damaged DNA. Ubiquitination, as well as stabilizing chromatin, or regulating the number of centrosomes, confirms the protective cooperation of BARD1 and BRCA1 in the stabilization of the genome. The overexpression of the oncogenic isoforms BARD1β and BARD1δ permit cancer development. The introduction of routine tests, for instance, to identify the presence of the BARD1β isoform, would make it possible to detect patients at high risk of developing cancer. On the other hand, introducing BARD1δ isoform blocking therapy, which would reduce estrogen sensitivity, may be a new line of cancer therapy with potential to modulate responses to existing treatments. It is possible that the BARD 1 gene offers new hope for improving breast cancer therapy.
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Affiliation(s)
- Marcin Śniadecki
- Department of Gynecology, Gynecologic Endocrinology and Gynecologic Oncology, Medical University of Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland; (M.B.); (D.K.-M.); (M.K.); (D.W.)
- Correspondence: ; Tel.: +48-501-337-941
| | - Michał Brzeziński
- Department of Gynecology, Gynecologic Endocrinology and Gynecologic Oncology, Medical University of Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland; (M.B.); (D.K.-M.); (M.K.); (D.W.)
| | - Katarzyna Darecka
- St. Adalbert’s Hospital, Department of Gynecology and Obstetrics, St. Jean Paul 2nd No. 50 Avenue, 80-462 Gdańsk, Poland;
| | - Dagmara Klasa-Mazurkiewicz
- Department of Gynecology, Gynecologic Endocrinology and Gynecologic Oncology, Medical University of Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland; (M.B.); (D.K.-M.); (M.K.); (D.W.)
| | - Patryk Poniewierza
- Warsaw College of Engineering and Health, The Battle of Warsaw 1920. Str. No. 18, 02-366 Warsaw, Poland;
| | - Marta Krzeszowiec
- Department of Gynecology, Gynecologic Endocrinology and Gynecologic Oncology, Medical University of Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland; (M.B.); (D.K.-M.); (M.K.); (D.W.)
| | - Natalia Kmieć
- Department of Oncology and Radiotherapy, University Clinical Center in Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland;
| | - Dariusz Wydra
- Department of Gynecology, Gynecologic Endocrinology and Gynecologic Oncology, Medical University of Gdańsk, Prof. Marian Smoluchowski Str. No. 17, 80-214 Gdańsk, Poland; (M.B.); (D.K.-M.); (M.K.); (D.W.)
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7
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Chen Y, Wang Y, Salas LA, Miller TW, Mark K, Marotti JD, Kettenbach AN, Cheng C, Christensen BC. Molecular and epigenetic profiles of BRCA1-like hormone-receptor-positive breast tumors identified with development and application of a copy-number-based classifier. Breast Cancer Res 2019; 21:14. [PMID: 30683142 PMCID: PMC6347811 DOI: 10.1186/s13058-018-1090-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 12/20/2018] [Indexed: 02/09/2023] Open
Abstract
Background BRCA1-mutated cancers exhibit deficient homologous recombination (HR) DNA repair, resulting in extensive copy number alterations and genome instability. HR deficiency can also arise in tumors without a BRCA1 mutation. Compared with other breast tumors, HR-deficient, BRCA1-like tumors exhibit worse prognosis but selective chemotherapeutic sensitivity. Presently, patients with triple negative breast cancer (TNBC) who do not respond to hormone endocrine-targeting therapy are given cytotoxic chemotherapy. However, more recent evidence showed a similar genomic profile between BRCA1-deficient TNBCs and hormone-receptor-positive tumors. Characterization of the somatic alterations of BRCA1-like hormone-receptor-positive breast tumors as a group, which is currently lacking, can potentially help develop biomarkers for identifying additional patients who might respond to chemotherapy. Methods We retrained and validated a copy-number-based support vector machine (SVM) classifier to identify HR-deficient, BRCA1-like breast tumors. We applied this classifier to The Cancer Genome Atlas (TCGA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) breast tumors. We assessed mutational profiles and proliferative capacity by covariate-adjusted linear models and identified differentially methylated regions using DMRcate in BRCA1-like hormone-receptor-positive tumors. Results Of the breast tumors in TCGA and METABRIC, 22% (651/2925) were BRCA1-like. Stratifying on hormone-receptor status, 13% (302/2405) receptor-positive and 69% (288/417) triple-negative tumors were BRCA1-like. Among the hormone-receptor-positive subgroup, BRCA1-like tumors showed significantly increased mutational burden and proliferative capacity (both P < 0.05). Genome-scale DNA methylation analysis of BRCA1-like tumors identified 202 differentially methylated gene regions, including hypermethylated BRCA1. Individually significant CpGs were enriched for enhancer regions (P < 0.05). The hypermethylated gene sets were enriched for DNA and chromatin conformation (all Bonferroni P < 0.05). Conclusions To provide insights into alternative classification and potential therapeutic targeting strategies of BRCA1-like hormone-receptor-positive tumors we developed and applied a novel copy number classifier to identify BRCA1-like hormone-receptor-positive tumors and their characteristic somatic alteration profiles. Electronic supplementary material The online version of this article (10.1186/s13058-018-1090-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Youdinghuan Chen
- Department of Epidemiology, Lebanon, USA.,Department of Molecular and Systems Biology, Lebanon, USA
| | - Yue Wang
- Department of Molecular and Systems Biology, Lebanon, USA
| | - Lucas A Salas
- Department of Epidemiology, Lebanon, USA.,Department of Molecular and Systems Biology, Lebanon, USA
| | - Todd W Miller
- Department of Molecular and Systems Biology, Lebanon, USA
| | - Kenneth Mark
- Department of Molecular and Systems Biology, Lebanon, USA
| | | | - Arminja N Kettenbach
- Department of Molecular and Systems Biology, Lebanon, USA.,Department of Biochemistry and Cell Biology, Lebanon, USA
| | - Chao Cheng
- Department of Molecular and Systems Biology, Lebanon, USA. .,Department of Biomedical Data Science, Lebanon, USA. .,Present address: Department of Medicine, Baylor College of Medicine, Room ICTR 100D, One Baylor Plaza, Houston, TX, 77030, USA.
| | - Brock C Christensen
- Department of Epidemiology, Lebanon, USA. .,Department of Molecular and Systems Biology, Lebanon, USA. .,Department of Community and Family Medicine, Dartmouth-Hitchcock Medical Center, 660 Williamson, HB 7650. One Medical Center Drive, Lebanon, NH, 03756, USA.
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8
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Park H, Yamada M, Imoto S, Miyano S. Robust Sample-Specific Stability Selection with Effective Error Control. J Comput Biol 2019; 26:202-217. [PMID: 30638394 DOI: 10.1089/cmb.2018.0180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Identifying individual characteristics is a crucial issue in personalized genome research. To effectively identify sample-specific characteristics, we propose a novel strategy called robust sample-specific stability selection. Although stability selection shows effective feature selection results and has attractive theoretical property (i.e., per-family error rate control), the method's results are sensitive to the value of the regularization parameter because the method performs feature selection based only on the particular parameter value that maximizes the selection probability. To resolve this issue, we propose robust stability selection and show that our method provides an effective theoretical property (i.e., effective per-family error rate control). We also propose a sample-specific random lasso based on the kernel-based L1-type regularization and weighted random sampling. The proposed robust sample-specific stability selection estimates the selection probabilities of variables using the sample-specific random lasso and then selects variables based on robust stability selection. Our method controls the effect of samples on sample-specific analysis by the two-stage strategy (i.e., the weighted random sampling and the kernel-based L1-type approach in the random lasso), and thus we can effectively perform sample-specific analysis without disturbances of samples having characteristics different from those of the target sample. We observe from the numerical studies that our strategies can effectively perform sample-specific analysis and provide biologically reliable results in gene selection.
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Affiliation(s)
- Heewon Park
- 1 Faculty of Global and Science Studies, Yamaguchi University, Yamaguchi-shi, Japan
| | - Makoto Yamada
- 2 Kyoto University, Graduate School of Informatics, Sakyo-ku, Kyoto, Japan. RIKEN, Center for Advanced Intelligence Project, Chuo-gu, Tokyo, Japan. PRESTO, Japan Science and Technological Agency, Kawaguchi-shi, Saitama, Japan
| | - Seiya Imoto
- 3 Health Intelligence Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Satoru Miyano
- 4 Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
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9
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Azzollini J, Pesenti C, Pizzamiglio S, Fontana L, Guarino C, Peissel B, Plebani M, Tabano S, Sirchia SM, Colapietro P, Villa R, Paolini B, Verderio P, Miozzo M, Manoukian S. Constitutive BRCA1 Promoter Hypermethylation Can Be a Predisposing Event in Isolated Early-Onset Breast Cancer. Cancers (Basel) 2019; 11:cancers11010058. [PMID: 30634417 PMCID: PMC6356733 DOI: 10.3390/cancers11010058] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 01/03/2019] [Indexed: 12/14/2022] Open
Abstract
Early age at onset of breast cancer (eoBC) is suggestive of an increased genetic risk. Although genetic testing is offered to all eoBC-affected women, in isolated cases the detection rate of pathogenic variants is <10%. This study aimed at assessing the role of constitutive promoter methylation at BC-associated loci as an underlying predisposing event in women with eoBC and negative family history. Promoter methylation at 12 loci was assessed by the MassARRAY technology in blood from 154 BRCA1/2 negative patients with eoBC and negative family history, and 60 healthy controls. Hypermethylation was determined, within each promoter, by comparing the patient’s mean methylation value with thresholds based on one-sided 95% bootstrap confidence interval of the controls’ mean. Three patients had hypermethylated results, two at BRCA1 and one at RAD51C. Analyses on tumor tissue from the patient exceeding the highest threshold at BRCA1 revealed a mean methylation >60% and loss of heterozygosity at chromosome 17q. The patient hypermethylated at RAD51C showed low methylation in the tumor sample, ruling out a role for methylation-induced silencing in tumor development. In isolated eoBC patients, BRCA1 constitutive promoter methylation may be a predisposing event. Further studies are required to define the impact of methylation changes occurring at BC-predisposing genes and their role in tumorigenesis.
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Affiliation(s)
- Jacopo Azzollini
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Chiara Pesenti
- Department of Pathophysiology & Transplantation, Università degli Studi di Milano; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.
| | - Sara Pizzamiglio
- Unit of Bioinformatics and Biostatistics, Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Laura Fontana
- Department of Pathophysiology & Transplantation, Università degli Studi di Milano; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.
| | - Carmela Guarino
- Immunohematology & Transfusion Medicine Service, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy.
| | - Bernard Peissel
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Maddalena Plebani
- Unit of Bioinformatics and Biostatistics, Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Silvia Tabano
- Department of Pathophysiology & Transplantation, Università degli Studi di Milano; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.
| | - Silvia Maria Sirchia
- Medical Genetics, Department of Health Sciences, Università degli Studi di Milano, 20142 Milano, Italy.
| | - Patrizia Colapietro
- Department of Pathophysiology & Transplantation, Università degli Studi di Milano; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.
| | - Roberta Villa
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Biagio Paolini
- Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Paolo Verderio
- Unit of Bioinformatics and Biostatistics, Department of Applied Research and Technological Development, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
| | - Monica Miozzo
- Department of Pathophysiology & Transplantation, Università degli Studi di Milano; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milano, Italy.
| | - Siranoush Manoukian
- Unit of Medical Genetics, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
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10
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Chartron E, Theillet C, Guiu S, Jacot W. Targeting homologous repair deficiency in breast and ovarian cancers: Biological pathways, preclinical and clinical data. Crit Rev Oncol Hematol 2018; 133:58-73. [PMID: 30661659 DOI: 10.1016/j.critrevonc.2018.10.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 09/25/2018] [Accepted: 10/30/2018] [Indexed: 12/16/2022] Open
Abstract
Mutation or epigenetic silencing of homologous recombination (HR) repair genes is characteristic of a growing proportion of triple-negative breast cancers (TNBCs) and high-grade serous ovarian carcinomas. Defects in HR lead to genome instability, allowing cells to acquire the multiple genetic alterations essential for cancer development. However, this deficiency can also be exploited by using DNA damaging agents or by targeting compensatory repair pathways. A noteworthy example is treatment of TNBC and epithelial ovarian cancer harboring BRCA1/2 germline mutations using platinum salts and/or PARP inhibitors. Dramatic responses to PARP inhibitors may support a wider use in the HR-deficient population beyond those with mutated germline BRCA1 and 2. In this review, we discuss HR deficiency hallmarks as predictive biomarkers for platinum salt and PARP inhibitor sensitivity for selecting patients affected by TNBC or epithelial ovarian cancer who could benefit from these therapeutic options.
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Affiliation(s)
- Elodie Chartron
- Department of medical oncology, Montpellier Academic Hospital, Montpellier, France
| | - Charles Theillet
- IRCM, INSERM, Université de Montpellier, ICM, Montpellier, France
| | - Séverine Guiu
- Department of Medical Oncology, Institut du Cancer de Montpellier, Montpellier, France
| | - William Jacot
- IRCM, INSERM, Université de Montpellier, ICM, Montpellier, France; Department of Medical Oncology, Institut du Cancer de Montpellier, Montpellier, France.
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11
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Yotani T, Yamada Y, Arai E, Tian Y, Gotoh M, Komiyama M, Fujimoto H, Sakamoto M, Kanai Y. Novel method for DNA methylation analysis using high-performance liquid chromatography and its clinical application. Cancer Sci 2018; 109:1690-1700. [PMID: 29520901 PMCID: PMC5980336 DOI: 10.1111/cas.13566] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 02/17/2018] [Accepted: 02/25/2018] [Indexed: 12/21/2022] Open
Abstract
The aim of this study was to develop a new methodology that is suitable for DNA methylation diagnostics and to demonstrate its clinical applicability. We developed a new anion-exchange column for high-performance liquid chromatography (HPLC) with electrostatic and hydrophobic properties. Both cytosine and thymine, corresponding to methylated and unmethylated cytosine after bisulfite modification, respectively, are captured by electrostatic interaction and then discriminated from each other by their hydrophobic interactions. The DNA methylation levels of synthetic DNA were quantified accurately and reproducibly within 10 minutes without time-consuming pretreatment of PCR products, and the measured values were unaffected by the distribution of methylated CpG within the synthetic DNA fragments. When the DNA methylation status of the FAM150A gene, a marker of the CpG island methylator phenotype specific to clear cell renal cell carcinoma (ccRCC), was examined in 98 patients with ccRCC, bulk specimens of tumorous tissue including cancer cells showing DNA methylation of the FAM150A gene were easily identifiable by simply viewing the differentiated chromatograms, even when the cancer cell content was low. Sixteen ccRCC showing DNA methylation more frequently exhibited clinicopathological parameters reflecting tumor aggressiveness (ie, a larger diameter, higher histological grade, vascular involvement, renal vein tumor thrombi, infiltrating growth, tumor necrosis, renal pelvis invasion and higher pathological TNM stage), and had significantly lower recurrence-free and overall survival rates. These data indicate that HPLC analysis using this newly developed anion-exchange column could be a powerful tool for DNA methylation diagnostics, including prognostication of patients with cancers, in a clinical setting.
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Affiliation(s)
- Takuya Yotani
- Department of PathologyKeio University School of MedicineTokyoJapan
- Tsukuba Research InstituteResearch and Development DivisionSekisui Medical Co., Ltd.RyugasakiJapan
- Division of Molecular PathologyNational Cancer Center Research InstituteTokyoJapan
| | - Yuriko Yamada
- Tsukuba Research InstituteResearch and Development DivisionSekisui Medical Co., Ltd.RyugasakiJapan
- Division of Molecular PathologyNational Cancer Center Research InstituteTokyoJapan
| | - Eri Arai
- Department of PathologyKeio University School of MedicineTokyoJapan
- Division of Molecular PathologyNational Cancer Center Research InstituteTokyoJapan
| | - Ying Tian
- Department of PathologyKeio University School of MedicineTokyoJapan
| | - Masahiro Gotoh
- Division of Molecular PathologyNational Cancer Center Research InstituteTokyoJapan
| | | | | | - Michiie Sakamoto
- Department of PathologyKeio University School of MedicineTokyoJapan
| | - Yae Kanai
- Department of PathologyKeio University School of MedicineTokyoJapan
- Division of Molecular PathologyNational Cancer Center Research InstituteTokyoJapan
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12
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Integrated analysis of promoter methylation and expression of telomere related genes in breast cancer. Oncotarget 2018; 8:25442-25454. [PMID: 28424414 PMCID: PMC5421942 DOI: 10.18632/oncotarget.16036] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Accepted: 02/07/2017] [Indexed: 11/25/2022] Open
Abstract
Telomeres at the ends of eukaryotic chromosomes play a critical role in tumorgenesis. Using microfluidic PCR and next-generation bisulfite sequencing technology, we investigated the promoter methylation of 29 telomere related genes in paired tumor and normal tissues from 184 breast cancer patients. The expression of significantly differentially methylated genes was quantified using qPCR method.We observed that the average methylation level of the 29 telomere related genes was significant higher in tumor than that in normal tissues (P = 4.30E-21). A total of 4 genes (RAD50, RTEL, TERC and TRF1) showed significant hyper-methylation in breast tumor tissues. RAD51D showed significant methylation difference among the four breast cancer subtypes. The methylation of TERC showed significant association with ER status of breast cancer. The expression profiles of the 4 hyper-methylated genes showed significantly reduced expression in tumor tissues. The integration analysis of methylation and expression of these 4 genes showed a good performance in breast cancer prediction (AUC = 0.947).Our results revealed the methylation pattern of telomere related genes in breast cancer and suggested a novel 4-gene panel might be a valuable biomarker for breast cancer diagnosis.
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13
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Lee JEA, Li N, Rowley SM, Cheasley D, Zethoven M, McInerny S, Gorringe KL, James PA, Campbell IG. Molecular analysis of PALB2-associated breast cancers. J Pathol 2018; 245:53-60. [PMID: 29431189 DOI: 10.1002/path.5055] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 01/22/2018] [Accepted: 02/05/2018] [Indexed: 12/15/2022]
Abstract
PALB2 is established as the most clinically important moderate to high penetrance breast cancer predisposition gene after BRCA1 and BRCA2. Mutations in classical familial cancer predisposition genes are presumed to be recessive at the cellular level and therefore a second inactivating somatic mutation is required in the tumour tissue. However, from the limited data that exist, PALB2 may be an example of a cancer predisposition gene that does not conform to Knudson's 'two hit' paradigm. We conducted genome-wide copy number analysis and targeted sequencing of PALB2 and other breast cancer driver genes in 15 invasive breast cancers from individuals carrying pathogenic germline mutations in PALB2. The majority of cancers showed clear evidence of bi-allelic inactivation of PALB2 (10/15) either as loss of heterozygosity involving the wild-type allele (six tumours) or as somatic point mutations (four tumours). All PALB2-null cancers had high homologous recombination deficiency (HRD) scores consistent with a homologous recombination repair deficiency. Interestingly, all but one of the PALB2 heterozygous cancers also had high HRD scores, suggesting that alternative mechanisms of PALB2 functional loss might be operating in these cancers. Our findings demonstrate that PALB2 does undergo bi-allelic inactivation in the majority of breast cancers from PALB2 germline mutation carriers. This feature has implications for the discovery of new moderate to high penetrance breast cancer predisposition genes as it supports using the existence of a 'second hit' and mutation signatures as important search criteria. Copyright © 2018 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Jue Er Amanda Lee
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Na Li
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Cancer Biology Medical Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Simone M Rowley
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Dane Cheasley
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia
| | - Magnus Zethoven
- Bioinformatics Consulting Core, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Simone McInerny
- Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Kylie L Gorringe
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,Cancer Genomics Program, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
| | - Paul A James
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,Parkville Familial Cancer Centre, Peter MacCallum Cancer Centre and Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Ian G Campbell
- Cancer Genetics Laboratory, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Victoria, Australia.,Department of Pathology, University of Melbourne, Melbourne, Victoria, Australia
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14
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Aubele M, Schmitt M, Napieralski R, Paepke S, Ettl J, Absmaier M, Magdolen V, Martens J, Foekens JA, Wilhelm OG, Kiechle M. The Predictive Value of PITX2 DNA Methylation for High-Risk Breast Cancer Therapy: Current Guidelines, Medical Needs, and Challenges. DISEASE MARKERS 2017; 2017:4934608. [PMID: 29138528 PMCID: PMC5613359 DOI: 10.1155/2017/4934608] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 08/13/2017] [Indexed: 12/15/2022]
Abstract
High-risk breast cancer comprises distinct tumor entities such as triple-negative breast cancer (TNBC) which is characterized by lack of estrogen (ER) and progesterone (PR) and the HER2 receptor and breast malignancies which have spread to more than three lymph nodes. For such patients, current (inter)national guidelines recommend anthracycline-based chemotherapy as the standard of care, but not all patients do equally benefit from such a chemotherapy. To further improve therapy decision-making, predictive biomarkers are of high, so far unmet, medical need. In this respect, predictive biomarkers would permit patient selection for a particular kind of chemotherapy and, by this, guide physicians to optimize the treatment plan for each patient individually. Besides DNA mutations, DNA methylation as a patient selection marker has received increasing clinical attention. For instance, significant evidence has accumulated that methylation of the PITX2 (paired-like homeodomain transcription factor 2) gene might serve as a novel predictive and prognostic biomarker, for a variety of cancer diseases. This review highlights the current understanding of treatment modalities of high-risk breast cancer patients with a focus on recommended treatment options, with special attention on the future clinical application of PITX2 as a predictive biomarker to personalize breast cancer management.
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Affiliation(s)
- Michaela Aubele
- Therawis Diagnostics GmbH, Grillparzerstrasse 14, 81675 Munich, Germany
| | - Manfred Schmitt
- Therawis Diagnostics GmbH, Grillparzerstrasse 14, 81675 Munich, Germany
- Department of Obstetrics and Gynecology, Clinical Research Unit, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675 Munich, Germany
| | | | - Stefan Paepke
- Department of Obstetrics and Gynecology, Clinical Research Unit, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675 Munich, Germany
| | - Johannes Ettl
- Department of Obstetrics and Gynecology, Clinical Research Unit, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675 Munich, Germany
| | - Magdalena Absmaier
- Department of Dermatology, Klinikum rechts der Isar, Technische Universität München, Biedersteiner Str. 29, 80802 Munich, Germany
| | - Viktor Magdolen
- Department of Obstetrics and Gynecology, Clinical Research Unit, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675 Munich, Germany
| | - John Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, Netherlands
| | - John A. Foekens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, Netherlands
| | - Olaf G. Wilhelm
- Therawis Diagnostics GmbH, Grillparzerstrasse 14, 81675 Munich, Germany
| | - Marion Kiechle
- Department of Obstetrics and Gynecology, Clinical Research Unit, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675 Munich, Germany
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15
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Brandt S, Samartzis EP, Zimmermann AK, Fink D, Moch H, Noske A, Dedes KJ. Lack of MRE11-RAD50-NBS1 (MRN) complex detection occurs frequently in low-grade epithelial ovarian cancer. BMC Cancer 2017; 17:44. [PMID: 28073364 PMCID: PMC5223425 DOI: 10.1186/s12885-016-3026-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 12/20/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND BRCA1/2-deficient ovarian carcinomas are recognized as target for Poly (ADP-ribose) polymerase (PARP) inhibitors. BRCA1 and BRCA2 proteins are involved in homologous recombination repair of double-strand DNA breaks. The relevance of other homologous recombination repair proteins, e.g. MRE11, RAD50, NBS1 (MRN complex) in ovarian carcinomas is unclear. The objective of this study was to investigate the prevalence of lack of MRE11, RAD50, NBS1 protein detection in epithelial ovarian cancer (EOC). METHODS A tissue microarray (TMA) with 134 EOC was immunohistochemically evaluated for MRE11, RAD50 and NBS1. Data was analysed for associations with clinicopathological parameters, histological subtype, patient overall survival and mismatch repair (MMR) protein status. Sensitivity towards the PARP inhibitor BMN673 was tested in two ovarian cancer cell lines (TOV-21 and OVTOKO) using colony formation assays. RESULTS Lack of MRN complex protein detection was seen in 41% (55/134) of EOC and was more frequent in low-grade (57.6%; 19/33) than in high-grade EOC (18.8%; 36/101; n = 134; p = 0.04). There was an association with the ovarian carcinoma subtype (60.3%; 35/58 lack of detection in type I versus 26.3%; 20/76 in type II; n = 134; p < 0.001) as well as undetectable DNA mismatch repair proteins MLH1 and MSH2 (89.3%; 25/28; n = 131; p < 0.001). MRE11 knockdown led to moderately increased sensitivity towards the PARP inhibitor BMN673 in one ovarian carcinoma cell line in vitro. CONCLUSIONS Frequent lack of MRE11, RAD50, NBS1 protein detection in type I human ovarian carcinomas is observed in EOC and our data suggests further investigation regarding sensitivity to PARP-inhibition in tumours lacking MRE11 expression.
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MESH Headings
- Acid Anhydride Hydrolases
- Adenocarcinoma, Clear Cell/drug therapy
- Adenocarcinoma, Clear Cell/metabolism
- Adenocarcinoma, Clear Cell/pathology
- Adenocarcinoma, Mucinous/drug therapy
- Adenocarcinoma, Mucinous/metabolism
- Adenocarcinoma, Mucinous/pathology
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Biomarkers, Tumor/metabolism
- Cell Cycle Proteins/metabolism
- Cystadenocarcinoma, Serous/drug therapy
- Cystadenocarcinoma, Serous/metabolism
- Cystadenocarcinoma, Serous/pathology
- DNA Repair Enzymes/metabolism
- DNA-Binding Proteins/metabolism
- Endometrial Neoplasms/drug therapy
- Endometrial Neoplasms/metabolism
- Endometrial Neoplasms/pathology
- Female
- Follow-Up Studies
- Humans
- MRE11 Homologue Protein
- Middle Aged
- Neoplasm Grading
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/metabolism
- Neoplasm Recurrence, Local/pathology
- Nuclear Proteins/metabolism
- Ovarian Neoplasms/drug therapy
- Ovarian Neoplasms/metabolism
- Ovarian Neoplasms/pathology
- Prognosis
- Survival Rate
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Affiliation(s)
- Simone Brandt
- Institute of Surgical Pathology, University Hospital Zurich, Zurich, Switzerland
| | | | | | - Daniel Fink
- Department of Gynecology, University Hospital Zurich, CH- 8091 Zurich, Switzerland
| | - Holger Moch
- Institute of Surgical Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Aurelia Noske
- Institute of Surgical Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Konstantin J. Dedes
- Department of Gynecology, University Hospital Zurich, CH- 8091 Zurich, Switzerland
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16
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Scott CM, Joo JE, O’Callaghan N, Buchanan DD, Clendenning M, Giles GG, Hopper JL, Wong EM, Southey MC. Methylation of Breast Cancer Predisposition Genes in Early-Onset Breast Cancer: Australian Breast Cancer Family Registry. PLoS One 2016; 11:e0165436. [PMID: 27902704 PMCID: PMC5130174 DOI: 10.1371/journal.pone.0165436] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 10/11/2016] [Indexed: 12/31/2022] Open
Abstract
DNA methylation can mimic the effects of both germline and somatic mutations for cancer predisposition genes such as BRCA1 and p16INK4a. Constitutional DNA methylation of the BRCA1 promoter has been well described and is associated with an increased risk of early-onset breast cancers that have BRCA1-mutation associated histological features. The role of methylation in the context of other breast cancer predisposition genes has been less well studied and often with conflicting or ambiguous outcomes. We examined the role of methylation in known breast cancer susceptibility genes in breast cancer predisposition and tumor development. We applied the Infinium HumanMethylation450 Beadchip (HM450K) array to blood and tumor-derived DNA from 43 women diagnosed with breast cancer before the age of 40 years and measured the methylation profiles across promoter regions of BRCA1, BRCA2, ATM, PALB2, CDH1, TP53, FANCM, CHEK2, MLH1, MSH2, MSH6 and PMS2. Prior genetic testing had demonstrated that these women did not carry a germline mutation in BRCA1, ATM, CHEK2, PALB2, TP53, BRCA2, CDH1 or FANCM. In addition to the BRCA1 promoter region, this work identified regions with variable methylation at multiple breast cancer susceptibility genes including PALB2 and MLH1. Methylation at the region of MLH1 in these breast cancers was not associated with microsatellite instability. This work informs future studies of the role of methylation in breast cancer susceptibility gene silencing.
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Affiliation(s)
- Cameron M. Scott
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - JiHoon Eric Joo
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Neil O’Callaghan
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Daniel D. Buchanan
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Mark Clendenning
- Colorectal Oncogenomics Group, Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, Australia
| | - Graham G. Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
- Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC, Australia
| | - John L. Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia
| | - Ee Ming Wong
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Melissa C. Southey
- Genetic Epidemiology Laboratory, Department of Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia
- * E-mail:
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17
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High-throughput «Omics» technologies: New tools for the study of triple-negative breast cancer. Cancer Lett 2016; 382:77-85. [DOI: 10.1016/j.canlet.2016.03.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 02/29/2016] [Accepted: 03/01/2016] [Indexed: 01/01/2023]
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18
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Callahan CL, Wang Y, Marian C, Weng DY, Eng KH, Tao MH, Ambrosone CB, Nie J, Trevisan M, Smiraglia D, Edge SB, Shields PG, Freudenheim JL. DNA methylation and breast tumor clinicopathological features: The Western New York Exposures and Breast Cancer (WEB) study. Epigenetics 2016; 11:643-652. [PMID: 27245195 DOI: 10.1080/15592294.2016.1192735] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We evaluated the association between methylation of 9 genes, SCGB3A1, GSTP1, RARB, SYK, FHIT, CDKN2A, CCND2, BRCA1, and SFN in tumor samples from 720 breast cancer cases with clinicopathological features of the tumors and survival. Logistic regression was used to estimate odds ratios (OR) of methylation and Cox proportional hazards models to estimate hazard ratios (HR) between methylation and breast cancer related mortality. Estrogen receptor (ER) and progesterone receptor (PR) positivity were associated with increased SCGB3A1 methylation among pre- and post-menopausal cases. Among premenopausal women, compared with Stage 0 cases, cases of invasive cancer were more likely to have increased methylation of RARB (Stage I OR = 4.7, 95% CI: 1.1-19.0; Stage IIA/IIB OR = 9.7, 95% CI: 2.4-39.9; Stage III/IV OR = 5.6, 95% CI: 1.1-29.4) and lower methylation of FHIT (Stage I OR = 0.2, 95% CI: 0.1-0.9; Stage IIA/IIB OR = 0.2, 95% CI: 0.1-0.8; Stage III/IV OR = 0.6, 95% CI: 0.1-3.4). Among postmenopausal women, methylation of SYK was associated with increased tumor size (OR = 1.7, 95% CI: 1.0-2.7) and higher nuclear grade (OR = 2.0, 95% CI 1.2-3.6). Associations between methylation and breast cancer related mortality were observed among pre- but not post-menopausal women. Methylation of SCGB3A1 was associated with reduced risk of death from breast cancer (HR = 0.41, 95% CI: 0.17-0.99) as was BRCA1 (HR = 0.41, 95% CI: 0.16-0.97). CCND2 methylation was associated with increased risk of breast cancer mortality (HR = 3.4, 95% CI: 1.1-10.5). We observed differences in methylation associated with tumor characteristics; methylation of these genes was also associated with breast cancer survival among premenopausal cases. Understanding of the associations of DNA methylation with other clinicopathological features may have implications for prevention and treatment.
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Affiliation(s)
- Catherine L Callahan
- a Department of Epidemiology and Environmental Health , School of Public Health and Health Professions, University at Buffalo , Buffalo , NY , USA
| | - Youjin Wang
- a Department of Epidemiology and Environmental Health , School of Public Health and Health Professions, University at Buffalo , Buffalo , NY , USA
| | - Catalin Marian
- b Division of Cancer Prevention and Control , College of Medicine and The Ohio State University Comprehensive Cancer Center , Columbus , OH , USA.,c Department of Biochemistry and Pharmacology , University of Medicine and Pharmacy Timisoara , Timisoara , Romania
| | - Daniel Y Weng
- b Division of Cancer Prevention and Control , College of Medicine and The Ohio State University Comprehensive Cancer Center , Columbus , OH , USA
| | - Kevin H Eng
- d Department of Biostatistics and Bioinformatics , Roswell Park Cancer Institute , Buffalo , NY , USA
| | - Meng-Hua Tao
- e Department of Biostatistics and Epidemiology , University of North Texas Health Science Center , Fort Worth , TX , USA
| | - Christine B Ambrosone
- f Department of Cancer Prevention and Control , Roswell Park Cancer Institute , Buffalo , NY , USA
| | - Jing Nie
- a Department of Epidemiology and Environmental Health , School of Public Health and Health Professions, University at Buffalo , Buffalo , NY , USA
| | | | - Dominic Smiraglia
- h Department of Cancer Genetics , Roswell Park Cancer Institute , Buffalo , NY , USA
| | - Stephen B Edge
- i Department of Healthcare Outcomes and Policy , Roswell Park Cancer Institute , Buffalo , NY , USA
| | - Peter G Shields
- b Division of Cancer Prevention and Control , College of Medicine and The Ohio State University Comprehensive Cancer Center , Columbus , OH , USA
| | - Jo L Freudenheim
- a Department of Epidemiology and Environmental Health , School of Public Health and Health Professions, University at Buffalo , Buffalo , NY , USA
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19
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MiRNAs and Other Epigenetic Changes as Biomarkers in Triple Negative Breast Cancer. Int J Mol Sci 2015; 16:28347-76. [PMID: 26633365 PMCID: PMC4691037 DOI: 10.3390/ijms161226090] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Revised: 10/30/2015] [Accepted: 11/12/2015] [Indexed: 02/06/2023] Open
Abstract
Triple negative breast cancer (TNBC) is characterised by the lack of receptors for estrogen (ER), progesterone (PR), and human epidermal growth factor 2 (HER2). Since it cannot be treated by current endocrine therapies which target these receptors and due to its aggressive nature, it has one of the worst prognoses of all breast cancer subtypes. The only treatments remain chemo- and/or radio-therapy and surgery and because of this, novel biomarkers or treatment targets are urgently required to improve disease outcomes. MicroRNAs represent an attractive candidate for targeted therapies against TNBC, due to their natural ability to act as antisense interactors and regulators of entire gene sets involved in malignancy and their superiority over mRNA profiling to accurately classify disease. Here we review the current knowledge regarding miRNAs as biomarkers in TNBC and their potential use as therapeutic targets in this disease. Further, we review other epigenetic changes and interactions of these changes with microRNAs in this breast cancer subtype, which may lead to the discovery of new treatment targets for TNBC.
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Julsing JR, Peters GJ. Methylation of DNA repair genes and the efficacy of DNA targeted anticancer treatment. ACTA ACUST UNITED AC 2014. [DOI: 10.7243/2052-6199-2-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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