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Schwartz M, Ibadioune S, Chansavang A, Vacher S, Caputo SM, Delhomelle H, Wong J, Abidallah K, Moncoutier V, Becette V, Popova T, Suybeng V, De Pauw A, Stern MH, Colas C, Mouret-Fourme E, Stoppa-Lyonnet D, Golmard L, Bieche I, Masliah-Planchon J. Mosaic BRCA1 promoter methylation contribution in hereditary breast/ovarian cancer pedigrees. J Med Genet 2024; 61:284-288. [PMID: 37748860 DOI: 10.1136/jmg-2023-109325] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 09/05/2023] [Indexed: 09/27/2023]
Abstract
PURPOSE Mosaic BRCA1 promoter methylation (BRCA1meth) increases the risk of early-onset breast cancer, triple-negative breast cancer and ovarian cancer. As mosaic BRCA1meth are believed to occur de novo, their role in family breast/ovarian cancer has not been assessed. PATIENTS Blood-derived DNA from 20 unrelated affected cases from families with aggregation of breast/ovarian cancer, but with no germline pathogenic variants in BRCA1/2, PALB2 or RAD51C/D, were screened by methylation-sensitive high-resolution melting. CpG analysis was performed by pyrosequencing on blood and buccal swab. Two probands carried a pathogenic variant in a moderate-penetrance gene (ATM and BARD1), and 8 of 18 others (44%) carried BRCA1meth (vs none of the 20 age-matched controls). Involvement of BRCA1 in tumourigenesis in methylated probands was demonstrated in most tested cases by detection of a loss of heterozygosity and a homologous recombination deficiency signature. Among the eight methylated probands, two had relatives with breast cancer with detectable BRCA1meth in blood, including one with high methylation levels in two non-tumour tissues. CONCLUSIONS The high prevalence of mosaic BRCA1meth in patients with breast/ovarian cancer with affected relatives, as well as this first description of a family aggregation of mosaic BRCA1meth, shows how this de novo event can contribute to hereditary breast/ovarian cancer pedigrees.
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Affiliation(s)
- Mathias Schwartz
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- UMR3244, Curie Institute, Paris, France
| | - Sabrina Ibadioune
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Albain Chansavang
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Sophie Vacher
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Sandrine M Caputo
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Hélène Delhomelle
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Jennifer Wong
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Khadija Abidallah
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Virginie Moncoutier
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Véronique Becette
- Paris Sciences & Lettres Research University, Paris, France
- Department of Pathology, Curie Institute, Saint-Cloud, France
| | - Tatiana Popova
- Paris Sciences & Lettres Research University, Paris, France
- DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Curie Institute, Paris, France
| | - Voreak Suybeng
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Antoine De Pauw
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Marc-Henri Stern
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Curie Institute, Paris, France
| | - Chrystelle Colas
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Curie Institute, Paris, France
| | - Emmanuelle Mouret-Fourme
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Dominique Stoppa-Lyonnet
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- Université de Paris Cité, Paris, France
| | - Lisa Golmard
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
| | - Ivan Bieche
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
- Université de Paris Cité, Paris, France
| | - Julien Masliah-Planchon
- Department of genetics, Curie Institute Hospital Group, Paris, France
- Paris Sciences & Lettres Research University, Paris, France
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2
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Schwartz M, Ibadioune S, Vacher S, Villy MC, Trabelsi-Grati O, Le Gall J, Caputo SM, Delhomelle H, Warcoin M, Moncoutier V, Bourneix C, Boutry-Kryza N, De Pauw A, Stern MH, Buecher B, Mouret-Fourme E, Colas C, Stoppa-Lyonnet D, Masliah-Planchon J, Golmard L, Bieche I. Male breast cancer: No evidence for mosaic BRCA1 promoter methylation involvement. Breast 2024; 73:103620. [PMID: 38096711 PMCID: PMC10761895 DOI: 10.1016/j.breast.2023.103620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 01/06/2024] Open
Abstract
Breast cancers (BC) are rare in men and are often caused by constitutional predisposing factors. In women, mosaic BRCA1 promoter methylations (MBPM) are frequent events, detected in 4-8% of healthy subjects. This constitutional epimutation increases risk of early-onset and triple-negative BC. However, the role of MBPM in male BC predisposition has never been assessed. We screened 40 blood samples from men affected by BC, and performed extensive tumour analysis on MBPM-positive patients. We detected two patients carrying MBPM. Surprisingly, tumour analysis revealed that neither of these two male BCs were caused by the constitutional BRCA1 epimutations carried by the patients.
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Affiliation(s)
- Mathias Schwartz
- Department of genetics, Curie Institute, Paris, France; UMR3244, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France.
| | - Sabrina Ibadioune
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Sophie Vacher
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Marie-Charlotte Villy
- Department of genetics, Curie Institute, Paris, France; Université Paris Cité, Paris, France
| | - Olfa Trabelsi-Grati
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Jessica Le Gall
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Sandrine M Caputo
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Hélène Delhomelle
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Mathilde Warcoin
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Virginie Moncoutier
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Christine Bourneix
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | | | - Antoine De Pauw
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Marc-Henri Stern
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France; DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Paris, France
| | - Bruno Buecher
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Emmanuelle Mouret-Fourme
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Chrystelle Colas
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Dominique Stoppa-Lyonnet
- Department of genetics, Curie Institute, Paris, France; Université Paris Cité, Paris, France; DNA Repair and Uveal Melanoma (D.R.U.M.), Inserm U830, Paris, France
| | - Julien Masliah-Planchon
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Lisa Golmard
- Department of genetics, Curie Institute, Paris, France; Paris Sciences & Lettres Research University, Paris, France
| | - Ivan Bieche
- Department of genetics, Curie Institute, Paris, France; Université Paris Cité, Paris, France
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Nikolaienko O, Eikesdal HP, Ognedal E, Gilje B, Lundgren S, Blix ES, Espelid H, Geisler J, Geisler S, Janssen EAM, Yndestad S, Minsaas L, Leirvaag B, Lillestøl R, Knappskog S, Lønning PE. Prenatal BRCA1 epimutations contribute significantly to triple-negative breast cancer development. Genome Med 2023; 15:104. [PMID: 38053165 PMCID: PMC10698991 DOI: 10.1186/s13073-023-01262-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 11/16/2023] [Indexed: 12/07/2023] Open
Abstract
BACKGROUND Normal cell BRCA1 epimutations have been associated with increased risk of triple-negative breast cancer (TNBC). However, the fraction of TNBCs that may have BRCA1 epimutations as their underlying cause is unknown. Neither are the time of occurrence and the potential inheritance patterns of BRCA1 epimutations established. METHODS To address these questions, we analyzed BRCA1 methylation status in breast cancer tissue and matched white blood cells (WBC) from 408 patients with 411 primary breast cancers, including 66 TNBCs, applying a highly sensitive sequencing assay, allowing allele-resolved methylation assessment. Furthermore, to assess the time of origin and the characteristics of normal cell BRCA1 methylation, we analyzed umbilical cord blood of 1260 newborn girls and 200 newborn boys. Finally, we assessed BRCA1 methylation status among 575 mothers and 531 fathers of girls with (n = 102) and without (n = 473) BRCA1 methylation. RESULTS We found concordant tumor and mosaic WBC BRCA1 epimutations in 10 out of 66 patients with TNBC and in four out of six patients with estrogen receptor (ER)-low expression (< 10%) tumors (combined: 14 out of 72; 19.4%; 95% CI 11.1-30.5). In contrast, we found concordant WBC and tumor methylation in only three out of 220 patients with 221 ER ≥ 10% tumors and zero out of 114 patients with 116 HER2-positive tumors. Intraindividually, BRCA1 epimutations affected the same allele in normal and tumor cells. Assessing BRCA1 methylation in umbilical WBCs from girls, we found mosaic, predominantly monoallelic BRCA1 epimutations, with qualitative features similar to those in adults, in 113/1260 (9.0%) of individuals, but no correlation to BRCA1 methylation status either in mothers or fathers. A significantly lower fraction of newborn boys carried BRCA1 methylation (9/200; 4.5%) as compared to girls (p = 0.038). Similarly, WBC BRCA1 methylation was found less common among fathers (16/531; 3.0%), as compared to mothers (46/575; 8.0%; p = 0.0003). CONCLUSIONS Our findings suggest prenatal BRCA1 epimutations might be the underlying cause of around 20% of TNBC and low-ER expression breast cancers. Such constitutional mosaic BRCA1 methylation likely arise through gender-related mechanisms in utero, independent of Mendelian inheritance.
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Affiliation(s)
- Oleksii Nikolaienko
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Hans P Eikesdal
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Elisabet Ognedal
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Bjørnar Gilje
- Department of Hematology and Oncology, Stavanger University Hospital, Stavanger, Norway
| | - Steinar Lundgren
- Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Egil S Blix
- Department of Oncology, University Hospital of North Norway, Tromsø, Norway
| | - Helge Espelid
- Department of Surgery, Haugesund Hospital, Haugesund, Norway
| | - Jürgen Geisler
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Stephanie Geisler
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway
| | - Emiel A M Janssen
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Engineering, Stavanger University, Stavanger, Norway
| | - Synnøve Yndestad
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Laura Minsaas
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Beryl Leirvaag
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Reidun Lillestøl
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Stian Knappskog
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway
| | - Per E Lønning
- K.G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.
- Department of Oncology, Haukeland University Hospital, Jonas Lies Vei 65, N5021, Bergen, Norway.
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4
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Muhammad N, Azeem A, Bakar MA, Prajzendanc K, Loya A, Jakubowska A, Hamann U, Rashid MU. Contribution of constitutional BRCA1 promoter methylation to early-onset and familial breast cancer patients from Pakistan. Breast Cancer Res Treat 2023; 202:377-387. [PMID: 37528266 DOI: 10.1007/s10549-023-07068-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 07/20/2023] [Indexed: 08/03/2023]
Abstract
PURPOSE Constitutional BRCA1 promoter methylation has been identified as a potential risk factor for breast cancer (BC) in the Caucasian population. However, this data is lacking for BC patients of Asian origin. Therefore, we assessed the contribution of constitutional BRCA1 promoter methylation in Pakistani BC patients. METHODS A total of 385 BRCA1/2-negative index BC patients (197 early-onset BC (≤ 30 years), 152 familial BC, 17 familial BC and ovarian cancer, 19 male BC) and 107 healthy controls were screened for the constitutional BRCA1 promoter methylation by methylation-sensitive high-resolution melting assay. Overall, 131 patients displayed triple-negative BC (TNBC) and 254 non-TNBC phenotypes. The prevalence of BRCA1 promoter methylation was calculated based on clinicopathological characteristics using univariable and multivariable logistic regression models. RESULTS Constitutional BRCA1 promoter methylation was identified in 19.5% (75/385) of BC patients and 13.1% (14/107) of controls. The frequency of methylation was higher in early-onset BC (23.4% vs. 13.1%, P = 0.035) and TNBC patients (29.0% vs. 13.1%, P = 0.004) compared to controls. Methylation was also more prevalent in patients with high-grade than low-grade tumors (21.7% vs. 12.2%, P = 0.034) and progesterone receptor (PR)-negative than PR-positive tumors (26.0% vs. 13.9%, P = 0.004). Constitutional BRCA1 promoter methylation remained independently associated with TNBC phenotype (odds ratio 1.99; 95% CI 1.12-3.54; P = 0.02) after adjusting for BC diagnosis age, tumor grade, ER, and PR status. CONCLUSION Constitutional BRCA1 promoter methylation is associated with TNBC and can serve as a non-invasive blood-based biomarker for Pakistani TNBC patients.
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Affiliation(s)
- Noor Muhammad
- Basic Sciences Research, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH&RC), 7-A, Block R-3, Johar Town, Lahore, 54770, Pakistan
| | - Ayesha Azeem
- Basic Sciences Research, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH&RC), 7-A, Block R-3, Johar Town, Lahore, 54770, Pakistan
| | - Muhammad Abu Bakar
- Department of Cancer Registry and Clinical Data Management, SKMCH&RC, Lahore, Pakistan
| | - Karolina Prajzendanc
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Asif Loya
- Department of Pathology, SKMCH&RC, Lahore, Pakistan
| | - Anna Jakubowska
- Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland
- Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, Szczecin, Poland
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Muhammad Usman Rashid
- Basic Sciences Research, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH&RC), 7-A, Block R-3, Johar Town, Lahore, 54770, Pakistan.
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Machaj F, Sokolowska KE, Borowski K, Retfiński S, Strapagiel D, Sobalska-Kwapis M, Huzarski T, Lubiński J, Wojdacz TK. Analytical sensitivity of a method is critical in detection of low-level BRCA1 constitutional epimutation. Sci Rep 2023; 13:16102. [PMID: 37752189 PMCID: PMC10522570 DOI: 10.1038/s41598-023-43276-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 09/21/2023] [Indexed: 09/28/2023] Open
Abstract
Recent reports based on a substantial number of cases, warrant need for population-based research to determine implications of constitutional methylation of tumor suppressor genes such as BRCA1 occurring in healthy tissue in the prediction of cancer. However, the detection of the constitutional methylation in DNA extracted from blood has already been shown to be technologically challenging, mainly because epimutations appear to be present in blood at a very low level. The analytical sensitivity required for low-level methylation detection can be provided by NGS, but this technique is still labor and cost-intensive. We assessed if PCR-based MS-HRM and BeadChip microarray technologies, which are standardized and cost-effective technologies for methylation changes screening, provide a sufficient level of analytical sensitivity for constitutional BRCA1 methylation detection in blood samples. The study included whole blood samples from 67 healthy women, 35 with previously confirmed and 32 with no detectable BRCA1 promoter methylation for which we performed both MS-HRM based BRCA1 gene methylation screening and genome wide methylation profiling with EPIC microarray. Our results shown, that low-level BRCA1 methylation can be effectively detected in DNA extracted from blood by PCR-based MS-HRM. At the same time, EPIC microarray does not provide conclusive results to unambiguously determine the presence of BRCA1 constitutional methylation in MS-HRM epimutation positive samples. The analytical sensitivity of MS-HRM is sufficient to detect low level BRCA1 constitutional epimutation in DNA extracted from blood and BeadChip technology-based microarrays appear not to provide that level of analytical sensitivity.
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Affiliation(s)
- Filip Machaj
- Independent Clinical Epigenetics Laboratory, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Katarzyna Ewa Sokolowska
- Independent Clinical Epigenetics Laboratory, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Konrad Borowski
- Independent Clinical Epigenetics Laboratory, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Szymon Retfiński
- Independent Clinical Epigenetics Laboratory, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Dominik Strapagiel
- Biobank Laboratory, Department of Oncobiology and Epigenetics, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 139, 90-237, Lodz, Poland
| | - Marta Sobalska-Kwapis
- Biobank Laboratory, Department of Oncobiology and Epigenetics, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska 139, 90-237, Lodz, Poland
| | - Tomasz Huzarski
- Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Jan Lubiński
- Department of Genetics and Pathology, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland
| | - Tomasz Kazimierz Wojdacz
- Independent Clinical Epigenetics Laboratory, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252, Szczecin, Poland.
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Ma L, Li C, Yin H, Huang J, Yu S, Zhao J, Tang Y, Yu M, Lin J, Ding L, Cui Q. The Mechanism of DNA Methylation and miRNA in Breast Cancer. Int J Mol Sci 2023; 24:ijms24119360. [PMID: 37298314 DOI: 10.3390/ijms24119360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 05/17/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023] Open
Abstract
Breast cancer is the most prevalent cancer in the world. Currently, the main treatments for breast cancer are radiotherapy, chemotherapy, targeted therapy and surgery. The treatment measures for breast cancer depend on the molecular subtype. Thus, the exploration of the underlying molecular mechanisms and therapeutic targets for breast cancer remains a hotspot in research. In breast cancer, a high level of expression of DNMTs is highly correlated with poor prognosis, that is, the abnormal methylation of tumor suppressor genes usually promotes tumorigenesis and progression. MiRNAs, as non-coding RNAs, have been identified to play key roles in breast cancer. The aberrant methylation of miRNAs could lead to drug resistance during the aforementioned treatment. Therefore, the regulation of miRNA methylation might serve as a therapeutic target in breast cancer. In this paper, we reviewed studies on the regulatory mechanisms of miRNA and DNA methylation in breast cancer from the last decade, focusing on the promoter region of tumor suppressor miRNAs methylated by DNMTs and the highly expressed oncogenic miRNAs inhibited by DNMTs or activating TETs.
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Affiliation(s)
- Lingyuan Ma
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Chenyu Li
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Hanlin Yin
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Jiashu Huang
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Shenghao Yu
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Jin Zhao
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Yongxu Tang
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Min Yu
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Jie Lin
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Lei Ding
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
| | - Qinghua Cui
- Lab of Biochemistry & Molecular Biology, School of Life Sciences, Yunnan University, Kunming 650091, China
- Yunnan Collaborative Innovation Center for Plateau Lake Ecology and Environmental Health, Kunming 650214, China
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7
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Al-Moghrabi N, Al-Showimi M, Al-Yousef N, AlOtai L. MicroRNA-155-5p, Reduced by Curcumin-Re-Expressed Hypermethylated BRCA1, Is a Molecular Biomarker for Cancer Risk in BRCA1-methylation Carriers. Int J Mol Sci 2023; 24:ijms24109021. [PMID: 37240365 DOI: 10.3390/ijms24109021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/09/2023] [Accepted: 05/17/2023] [Indexed: 05/28/2023] Open
Abstract
Constitutional BRCA1-methylation is a cancer risk factor for breast (BC) and ovarian (OC) cancer. MiR-155, regulated by BRCA1, is a multifunctional microRNA that plays a crucial role in the immune system. The present study assessed the modulation of miR-155-5p expression in peripheral white blood cells (WBCs) of BC and OC patients and cancer-free (CF) BRCA1-methylation female carriers. Additionally, we investigated the potential of curcumin to suppress miR-155-5p in BRCA1-deficient breast cancer cell lines. MiR-155-5p expression was measured using a stem-loop RT-qPCR method. Gene expression levels were determined using qRT-PCR and immunoblotting. MiR-155-5p was more highly expressed in the BRCA1-hypermethylated HCC-38 and UACC-3199 BC cell lines than in the BRCA1-mutated (HCC-1937) and WT BRCA1 (MDA-MB-321) cell lines. Curcumin suppressed miR-155-5p in the HCC-38 cells but not in the HCC-1937 cells via the re-expression of BRCA1. Elevated levels of miR-155-5p were detected in patients with non-aggressive and localized breast tumors and in patients with late-stage aggressive ovarian tumors, as well as in CF BRCA1-methylation carriers. Notably, IL2RG levels were reduced in the OC and CF groups but not in the BC group. Together, our findings suggest opposing effects of WBC miR-155-5p, according to the cell and cancer type. In addition, the results point to miR-155-5p as a candidate biomarker of cancer risk among CF-BRCA1-methylation carriers.
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Affiliation(s)
- Nisreen Al-Moghrabi
- Cancer Epigenetics Section, Department of Molecular Oncology, King Faisal Specialist Hospital and Research Centre, Riyadh 11211, Saudi Arabia
| | - Maram Al-Showimi
- Cancer Epigenetics Section, Department of Molecular Oncology, King Faisal Specialist Hospital and Research Centre, Riyadh 11211, Saudi Arabia
| | - Nujoud Al-Yousef
- Cancer Epigenetics Section, Department of Molecular Oncology, King Faisal Specialist Hospital and Research Centre, Riyadh 11211, Saudi Arabia
| | - Lamya AlOtai
- Department of Life Sciences, College of Science & General Studies, Al Faisal University, Riyadh 11533, Saudi Arabia
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8
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Khan F, Agarwal P, Gupta S, Maurya MK, Singh P, Agarwal A, Singh K, Sonkar AA, Goel MM. BRCA1 promoter methylation & its immunohistochemical correlation in sporadic breast cancer. Indian J Med Res 2023; 158:47-54. [PMID: 37602586 PMCID: PMC10550057 DOI: 10.4103/ijmr.ijmr_4605_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Indexed: 08/10/2023] Open
Abstract
Background & objectives Studies have shown that apart from hereditary breast carcinomas, breast cancer susceptibility gene 1 (BRCA1) mutations conferring to its loss are seen in sporadic breast carcinomas (SBC) as well. The aim of the present study was to assess BRCA1 methylation in females presenting at King George's Medical University, Lucknow, with SBC by both immunohistochemistry (IHC) and methylation PCR with respect to hormonal profile and various morphological prognostic parameters. The primary objective was to look for the association between BRCA1 protein expression and DNA promoter methylation. Methods 81 mastectomy specimens from SBC of invasive breast carcinoma (no special type) were included in this study. After a detailed morphological assessment, formalin fixed paraffin embedded tissue from a representative tumour area was selected for BRCA1 IHC by heat-mediated antigen retrieval under high pH and DNA extraction and further bisulphate treatment. BRCA1 was studied for methylation by methylated and unmethylated PCR-specific primers. Results BRCA1 promoter methylation was present in 42/81 (51.9%) participants, with significant BRCA1 protein loss (72.7%; P=0.002). A significant association between BRCA1 loss and hormonal profile was found (P=0.001); maximum in triple negative breast carcinoma (TNBC) (72%; 18/25). Most of the TNBC also harboured methylation (68%). Although not significant grade II and III tumours, lymph vascular invasion, ductal carcinoma in situ, and nodal metastasis (≥3) were seen in a higher percentage in methylated tumours. Mortality in SBC was significantly associated with BRCA1 loss (30.3%; P=0.024). Interpretation & conclusions Study results highlight the concept of "BRCAness" in SBC as well. Hence, we can confer that identification of BRCA1 loss in SBC can make it a perfect candidate for poly ADP-ribose polymerase inhibitors or cisplatin-based therapy like hereditary ones.
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Affiliation(s)
- Fatima Khan
- Department of Pathology, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Preeti Agarwal
- Department of Pathology, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Sameer Gupta
- Department of Surgical Oncology, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Malti Kumari Maurya
- Department of Pathology, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Pooja Singh
- Department of Biotechnology, A.N. College, Magadh University, Bodh Gaya, Bihar, India
| | - Apoorva Agarwal
- Department of Pathology, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Kulranjan Singh
- Department of Endocrine Surgery, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Abhinav Arun Sonkar
- Department of General Surgery, King George’s Medical University, Lucknow, Uttar Pradesh, India
| | - Madhu Mati Goel
- Department of Pathology, King George’s Medical University, Lucknow, Uttar Pradesh, India
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Nikolaienko O, Lønning PE, Knappskog S. epialleleR: an R/Bioconductor package for sensitive allele-specific methylation analysis in NGS data. Gigascience 2022; 12:giad087. [PMID: 37919976 PMCID: PMC10622323 DOI: 10.1093/gigascience/giad087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/03/2023] [Accepted: 09/26/2023] [Indexed: 11/04/2023] Open
Abstract
Low-level mosaic epimutations within the BRCA1 gene promoter occur in 5-8% of healthy individuals and are associated with a significantly elevated risk of breast and ovarian cancer. Similar events may also affect other tumor suppressor genes, potentially being a significant contributor to cancer burden. While this opens a new area for translational research, detection of low-level mosaic epigenetic events requires highly sensitive and robust methodology for methylation analysis. We here present epialleleR, a computational framework for sensitive detection, quantification, and visualization of mosaic epimutations in methylation sequencing data. Analyzing simulated and real data sets, we provide in-depth assessments of epialleleR performance and show that linkage to epihaplotype data is necessary to detect low-level methylation events. The epialleleR is freely available at https://github.com/BBCG/epialleleR and https://bioconductor.org/packages/epialleleR/ as an open-source R/Bioconductor package.
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Affiliation(s)
- Oleksii Nikolaienko
- K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen 5021, Norway
| | - Per Eystein Lønning
- K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen 5021, Norway
- Department of Oncology, Haukeland University Hospital, Bergen 5021, Norway
| | - Stian Knappskog
- K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen 5021, Norway
- Department of Oncology, Haukeland University Hospital, Bergen 5021, Norway
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10
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Hypomethylation of RPTOR in peripheral blood is associated with very early-stage lung cancer. Clin Chim Acta 2022; 537:173-180. [DOI: 10.1016/j.cca.2022.10.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/07/2022] [Accepted: 10/17/2022] [Indexed: 11/05/2022]
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11
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Lobanova O, Medvedieva N, Fishchuk L, Dubitska O, Cheshuk V, Vereshchako R, Zakhartseva L, Rossokha Z, Gorovenko N. Methylation of promoter region of BRCA1 gene versus pathogenic variants of gene: risk factor or clinical marker of breast cancer. Breast Cancer Res Treat 2022; 196:505-515. [DOI: 10.1007/s10549-022-06774-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 10/13/2022] [Indexed: 11/28/2022]
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12
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Bińkowski J, Taryma-Leśniak O, Łuczkowska K, Niedzwiedź A, Lechowicz K, Strapagiel D, Jarczak J, Davalos V, Pujol A, Esteller M, Kotfis K, Machaliński B, Parczewski M, Wojdacz TK. Epigenetic activation of antiviral sensors and effectors of interferon response pathways during SARS-CoV-2 infection. Biomed Pharmacother 2022; 153:113396. [PMID: 36076479 PMCID: PMC9271528 DOI: 10.1016/j.biopha.2022.113396] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/01/2022] [Accepted: 07/07/2022] [Indexed: 12/15/2022] Open
Abstract
Recent studies have shown that methylation changes identified in blood cells of COVID-19 patients have a potential to be used as biomarkers of SARS-CoV-2 infection outcomes. However, different studies have reported different subsets of epigenetic lesions that stratify patients according to the severity of infection symptoms, and more importantly, the significance of those epigenetic changes in the pathology of the infection is still not clear. We used methylomics and transcriptomics data from the largest so far cohort of COVID-19 patients from four geographically distant populations, to identify casual interactions of blood cells’ methylome in pathology of the COVID-19 disease. We identified a subset of methylation changes that is uniformly present in all COVID-19 patients regardless of symptoms. Those changes are not present in patients suffering from upper respiratory tract infections with symptoms similar to COVID-19. Most importantly, the identified epigenetic changes affect the expression of genes involved in interferon response pathways and the expression of those genes differs between patients admitted to intensive care units and only hospitalized. In conclusion, the DNA methylation changes involved in pathophysiology of SARS-CoV-2 infection, which are specific to COVID-19 patients, can not only be utilized as biomarkers in the disease management but also present a potential treatment target.
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MicroRNA‑126 expression in the peripheral white blood cells of patients with breast and ovarian cancer is a potential biomarker for the early prediction of cancer risk in the carriers of methylated BRCA1. Oncol Lett 2022; 24:276. [PMID: 35782895 PMCID: PMC9247668 DOI: 10.3892/ol.2022.13396] [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: 01/17/2022] [Accepted: 05/26/2022] [Indexed: 11/11/2022] Open
Abstract
Constitutive breast cancer type 1 gene (BRCA1) promoter methylation is associated with increased cancer risk, but its role in cancer-free (CF) female carriers is incompletely understood. MicroRNA (miR) is modulated during early tumorigenesis. The present study assessed the modulation of miR-126 expression in the peripheral white blood cells (WBC) of patients with breast cancer (BC) and ovarian cancer (OC) as a biomarker of cancer risk in BRCA1 methylation carriers. A total of 1,114 female subjects [502 patients with BC, 187 patients with OC and 425 CF volunteers] were involved. Screening for BRCA1 promoter methylation in WBC was performed using the methylation–specific polymerase chain reaction (PCR) assay, BRCA1 mRNA was analyzed using a reverse transcription-quantitative PCR assay and miR-126 expression was analyzed using a stem-loop RT-qPCR assay. WBC BRCA1 promoter methylation status was significantly associated with OC (P=0.0266), early-onset BC (P=0.0003) and triple-negative BC (P=0.0066). Notably, 9.4% of the CF group exhibited WBC BRCA1 promoter methylation. In addition, high levels of miR-126 in WBCs were detected in all three groups. The increased level of miR-126 was significantly associated with a lower risk of distant metastasis (P=0.045) in BC, but a higher risk of disease progression and death (P=0.0029) in OC. There was a positive correlation between BRCA1 mRNA and miR-126 levels in the WBCs of all three groups, regardless of BRCA1 promoter methylation status. Notably, circulating miR-126 level was decreased in the BC and OC groups, but not in the CF group. Together, these results suggest the likely involvement of miR-126 in the constitutional methylation of BRCA1 promoter-related malignancies. Therefore, miR-126 may be a candidate biomarker for the early prediction of BC and OC risk in CF BRCA1 methylation carriers.
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Muhammad A, Forcados GE, Katsayal BS, Bako RS, Aminu S, Sadiq IZ, Abubakar MB, Yusuf AP, Malami I, Faruk M, Ibrahim S, Pase PA, Ahmed S, Abubakar IB, Abubakar M, Yates C. Potential epigenetic modifications implicated in triple- to quadruple-negative breast cancer transition: a review. Epigenomics 2022; 14:711-726. [PMID: 35473304 DOI: 10.2217/epi-2022-0033] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Current research on triple-negative breast cancer (TNBC) has resulted in delineation into the quadruple-negative breast cancer (QNBC) subgroup. Epigenetic modifications such as DNA methylation, histone posttranslational modifications and associated changes in chromatin architecture have been implicated in breast cancer pathogenesis. Herein, the authors highlight genes with observed epigenetic modifications that are associated with more aggressive TNBC/QNBC pathogenesis and possible interventions. Advanced literature searches were done on PubMed/MEDLINE, Scopus and Google Scholar. The results suggest that nine epigenetically altered genes/differentially expressed proteins in addition to the downregulated androgen receptor are associated with TNBC aggressiveness and could be implicated in the TNBC to QNBC transition. Thus, restoring the normal expression of these genes via epigenetic reprogramming could be therapeutically beneficial to TNBC and QNBC patients.
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Affiliation(s)
- Aliyu Muhammad
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria.,Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA
| | | | - Babangida Sanusi Katsayal
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Rabiatu Suleiman Bako
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Suleiman Aminu
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Idris Zubairu Sadiq
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Murtala Bello Abubakar
- Department of Physiology, Usmanu Danfodiyo University, P.M.B 2254, Sokoto, Sokoto State, Nigeria.,Centre for Advanced Medical Research & Training (CAMRET), Usmanu Danfodiyo University, P.M.B 2254, Sokoto, Sokoto State, Nigeria
| | | | - Ibrahim Malami
- Department of Pharmacognosy & Ethnopharmacy, Faculty of Pharmaceutical Sciences, Usmanu Danfodiyo University, P.M.B 2254, Sokoto, Nigeria.,Centre for Advanced Medical Research & Training (CAMRET), Usmanu Danfodiyo University, P.M.B 2254, Sokoto, Sokoto State, Nigeria
| | - Mohammed Faruk
- Department of Pathology, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Sani Ibrahim
- Department of Biochemistry, Faculty of Life Sciences, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Peter Abur Pase
- Department of Surgery, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Saad Ahmed
- Department of Pathology, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Ibrahim Babangida Abubakar
- Deparment of Biochemistry, Kebbi State University of Science & Technology, PMB 1144, Aliero, Kebbi State, Nigeria
| | - Murtala Abubakar
- Department of Pathology, Ahmadu Bello University, P.M.B. 1044, Zaria, Kaduna State, Nigeria
| | - Clayton Yates
- Center for Cancer Research, Department of Biology, Tuskegee University, Tuskegee, AL 36088, USA
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15
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Xu Y, Zhang L, Wang Q, Zheng M. Overexpression of MLF1IP promotes colorectal cancer cell proliferation through BRCA1/AKT/p27 signaling pathway. Cell Signal 2022; 92:110273. [PMID: 35122991 DOI: 10.1016/j.cellsig.2022.110273] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/15/2022] [Accepted: 01/28/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND OBJECTIVE MLF1IP has been correlated with the progression and prognosis of a few tumors. However, the role of MLF1IP in colorectal cancer remains unclear. Here, we examined the expression and function of MLF1IP in colorectal cancer and investigated possible molecular mechanisms. METHODS MLF1IP expressions in colorectal cancer tissues and cell lines were detected by quantitative real-time PCR, western blotting, and immunohistochemistry. In vitro and in vivo assays were performed to explore the function and underlying molecular mechanisms of MLF1IP in colorectal cancer. RESULTS The expression levels of MLF1IP were significantly up-regulated in colorectal cancer tissues and CRC cell lines (P < 0.05). High expression of MLF1IP was significantly associated with TNM stage, T classification, lymph node involvement, distant metastasis, and poor patient survival (all P < 0.05). Overexpressing MLF1IP promoted while silencing MLF1IP inhibited, the proliferation and clonogenicity of colorectal cancer cells and tumorigenicity in NOD/SCID mice (P < 0.05). In addition, we demonstrated that the pro-proliferative effect of MLF1IP on colorectal cancer cells was associated with mediating the G1-to-S phase transition. MLF1IP knockdown enhanced BRCA1 activity concomitantly with p-AKT downregulation and p27 upregulation, while overexpression of MLF1IP has the opposite effect. Moreover, upregulation of BRCA1 can partially abolish the proliferative activity of MLF1IP. CONCLUSIONS These findings suggest that MLF1IP may promote proliferation and tumorigenicity of colorectal cancer cells via BRCA1/AKT/p27 signaling axis, and thereby provides potential targets for colorectal cancer therapy.
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Affiliation(s)
- Yuting Xu
- Department of Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China.
| | - Lin Zhang
- Department of Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Qingling Wang
- Department of Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
| | - Maojin Zheng
- Department of Pathology, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China
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Čelešnik H, Potočnik U. Peripheral Blood Transcriptome in Breast Cancer Patients as a Source of Less Invasive Immune Biomarkers for Personalized Medicine, and Implications for Triple Negative Breast Cancer. Cancers (Basel) 2022; 14:cancers14030591. [PMID: 35158858 PMCID: PMC8833511 DOI: 10.3390/cancers14030591] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 01/14/2022] [Accepted: 01/19/2022] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous breast cancer (BC) type which is difficult to treat and accompanied by disease recurrence. A better understanding of TNBC and the identification of novel biomarkers is needed to facilitate clinical decisions. Immune-related biomarkers are of particular interest, since immune responses play an important role in BC outcome. Transcriptome studies of peripheral blood cells can help us to understand the systemic immune responses to cancer cells and the mechanisms underlying cancer initiation and progression. They enable the identification of novel immune biomarkers for early cancer detection and personalized BC management and may bring forward new immunotherapy options. Recent transcriptome analyses of peripheral blood cells have delineated novel BC-patient immune subgroups. This categorization has implications for cancer prognosis, the identification of patients likely to benefit from immunotherapy, and treatment efficacy monitoring. Additionally, transcriptome studies have identified TNBC-enriched blood transcriptional signatures that can differentiate TNBC from other classical BC subtypes. Abstract Transcriptome studies of peripheral blood cells can advance our understanding of the systemic immune response to the presence of cancer and the mechanisms underlying cancer onset and progression. This enables the identification of novel minimally invasive immune biomarkers for early cancer detection and personalized cancer management and may bring forward new immunotherapy options. Recent blood gene expression analyses in breast cancer (BC) identified distinct patient subtypes that differed in the immune reaction to cancer and were distinct from the clinical BC subtypes, which are categorized based on expression of specific receptors on tumor cells. Introducing new BC subtypes based on peripheral blood gene expression profiles may be appropriate, since it may assist in BC prognosis, the identification of patients likely to benefit from immunotherapy, and treatment efficacy monitoring. Triple-negative breast cancer (TNBC) is an aggressive, heterogeneous, and difficult-to-treat disease, and identification of novel biomarkers for this BC is crucial for clinical decision-making. A few studies have reported TNBC-enriched blood transcriptional signatures, mostly related to strong inflammation and augmentation of altered immune signaling, that can differentiate TNBC from other classical BC subtypes and facilitate diagnosis. Future research is geared toward transitioning from expression signatures in unfractionated blood cells to those in immune cell subpopulations.
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Affiliation(s)
- Helena Čelešnik
- Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova Ulica 17, 2000 Maribor, Slovenia;
- Center for Human Genetics & Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska Ulica 8, 2000 Maribor, Slovenia
| | - Uroš Potočnik
- Faculty of Chemistry and Chemical Engineering, University of Maribor, Smetanova Ulica 17, 2000 Maribor, Slovenia;
- Center for Human Genetics & Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska Ulica 8, 2000 Maribor, Slovenia
- Department for Science and Research, University Medical Centre Maribor, Ljubljanska Ulica 5, 2000 Maribor, Slovenia
- Correspondence: ; Tel.: +386-2-330-5874
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Agarwal P, Khan F, Gupta S, Bhalla S, Thomas A, Anand A, Singh K, Sonkar AA. Co-Relation of Hormonal Profile and BRCA1 in Sporadic Breast Carcinoma: A Single Institutional Experience of 303 Patients. CLINICAL PATHOLOGY (THOUSAND OAKS, VENTURA COUNTY, CALIF.) 2022; 15:2632010X221076379. [PMID: 35187481 PMCID: PMC8851497 DOI: 10.1177/2632010x221076379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 01/08/2022] [Indexed: 12/24/2022]
Abstract
Introduction: Invasive Breast carcinoma—No special type (NST) is the most common breast malignancy accounting for 95% of breast cancers. Study of predictive and prognostic immunohistochemical markers estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (Her2neu) expression are crucial for treatment planning. Materials and Methods: In the present study we studied the hormonal profile in 303 sporadic breast cancers and BRCA1 protein expression in these patients along with its clinico-pathological correlation. Results: In our patient population, Triple negative Breast carcinoma (TNBC) (104/303; 34.3%) was the most common luminal subtype followed by Luminal A 74/303; 24.4%), Her2 enriched (65/303; 21.5%), and Luminal B (60/303; 19.8%) respectively. This contrasts with many western studies which commonly report Luminal A being the largest subgroup. BRCA1 protein loss was more prominently seen in TNBC (64/104;61.5%) highlighting the possibility that high grade tumors are more susceptible to some epigenetic modifications leading to higher likelihood of loss of BRCA1 protein. Conclusion: Hence, we conclude that like hereditary cases of breast carcinoma with BRCA1 mutation; BRCA1 loss is also more likely in sporadic TNBC cases.
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Affiliation(s)
- Preeti Agarwal
- Department of Pathology, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Fatima Khan
- Department of Pathology, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Sameer Gupta
- Department of Surgical Oncology, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Shalini Bhalla
- Department of Pathology, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Ann Thomas
- Department of Oncopathology, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Akshay Anand
- Department of General Surgery, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Kulranjan Singh
- Department of Endocrine Surgery, King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Abhinav Arun Sonkar
- Department of General Surgery, King George's Medical University, Lucknow, Uttar Pradesh, India
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Mc Auley MT. DNA methylation in genes associated with the evolution of ageing and disease: A critical review. Ageing Res Rev 2021; 72:101488. [PMID: 34662746 DOI: 10.1016/j.arr.2021.101488] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/30/2021] [Accepted: 10/12/2021] [Indexed: 12/28/2022]
Abstract
Ageing is characterised by a physical decline in biological functioning which results in a progressive risk of mortality with time. As a biological phenomenon, it is underpinned by the dysregulation of a myriad of complex processes. Recently, however, ever-increasing evidence has associated epigenetic mechanisms, such as DNA methylation (DNAm) with age-onset pathologies, including cancer, cardiovascular disease, and Alzheimer's disease. These diseases compromise healthspan. Consequently, there is a medical imperative to understand the link between epigenetic ageing, and healthspan. Evolutionary theory provides a unique way to gain new insights into epigenetic ageing and health. This review will: (1) provide a brief overview of the main evolutionary theories of ageing; (2) discuss recent genetic evidence which has revealed alleles that have pleiotropic effects on fitness at different ages in humans; (3) consider the effects of DNAm on pleiotropic alleles, which are associated with age related disease; (4) discuss how age related DNAm changes resonate with the mutation accumulation, disposable soma and programmed theories of ageing; (5) discuss how DNAm changes associated with caloric restriction intersect with the evolution of ageing; and (6) conclude by discussing how evolutionary theory can be used to inform investigations which quantify age-related DNAm changes which are linked to age onset pathology.
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Affiliation(s)
- Mark Tomás Mc Auley
- Faculty of Science and Engineering, University of Chester, Exton Park, Chester CH1 4BJ, UK.
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19
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Franchet C, Hoffmann JS, Dalenc F. Recent Advances in Enhancing the Therapeutic Index of PARP Inhibitors in Breast Cancer. Cancers (Basel) 2021; 13:cancers13164132. [PMID: 34439286 PMCID: PMC8392832 DOI: 10.3390/cancers13164132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 12/27/2022] Open
Abstract
Simple Summary Two to three percent of breast cancer patients harbor germline mutation of either BRCA1 or BRCA2 genes. Their tumor cells are deficient in homologous recombination, a BRCA-dependent DNA repair machinery. These deficient cells survive thanks to the PARP-mediated alternative pathway. Therefore, PARP inhibitors have already shown some level of efficiency in the treatment of metastatic breast cancer patients. Unfortunately, some tumor cells inevitably resist PARP inhibitors by different mechanisms. In this review, we (i) present the notion of homologous recombination deficiency and its evaluation methods, (ii) detail the PARP inhibitor clinical trials in breast cancer, (iii) briefly describe the mechanisms to PARP inhibitors resistance, and (iv) discuss some strategies currently under evaluation to enhance the therapeutic index of PARP inhibitors in breast cancer. Abstract As poly-(ADP)-ribose polymerase (PARP) inhibition is synthetic lethal with the deficiency of DNA double-strand (DSB) break repair by homologous recombination (HR), PARP inhibitors (PARPi) are currently used to treat breast cancers with mutated BRCA1/2 HR factors. Unfortunately, the increasingly high rate of PARPi resistance in clinical practice has dented initial hopes. Multiple resistance mechanisms and acquired vulnerabilities revealed in vitro might explain this setback. We describe the mechanisms and vulnerabilities involved, including newly identified modes of regulation of DSB repair that are now being tested in large cohorts of patients and discuss how they could lead to novel treatment strategies to improve the therapeutic index of PARPi.
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Affiliation(s)
- Camille Franchet
- Laboratoire de Pathologie and Institut Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 1 Av. Irène Joliot-Curie, 31100 Toulouse, France;
| | - Jean-Sébastien Hoffmann
- Laboratoire d’Excellence Toulouse Cancer (TOUCAN), Laboratoire de Pathologie, Institut Universitaire du Cancer-Toulouse, 31037 Toulouse, France;
| | - Florence Dalenc
- Institut Claudius Regaud, Institut Universitaire du Cancer de Toulouse-Oncopole, 1 Av. Irène Joliot-Curie, 31100 Toulouse, France
- Correspondence:
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20
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Nikolaienko O, Lønning PE, Knappskog S. ramr: an R/Bioconductor package for detection of rare aberrantly methylated regions. Bioinformatics 2021; 38:133-140. [PMID: 34383893 PMCID: PMC8696093 DOI: 10.1093/bioinformatics/btab586] [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: 12/01/2020] [Revised: 06/26/2021] [Accepted: 08/11/2021] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION With recent advances in the field of epigenetics, the focus is widening from large and frequent disease- or phenotype-related methylation signatures to rare alterations transmitted mitotically or transgenerationally (constitutional epimutations). Merging evidence indicate that such constitutional alterations, albeit occurring at a low mosaic level, may confer risk of disease later in life. Given their inherently low incidence rate and mosaic nature, there is a need for bioinformatic tools specifically designed to analyze such events. RESULTS We have developed a method (ramr) to identify aberrantly methylated DNA regions (AMRs). ramr can be applied to methylation data obtained by array or next-generation sequencing techniques to discover AMRs being associated with elevated risk of cancer as well as other diseases. We assessed accuracy and performance metrics of ramr and confirmed its applicability for analysis of large public datasets. Using ramr we identified aberrantly methylated regions that are known or may potentially be associated with development of colorectal cancer and provided functional annotation of AMRs that arise at early developmental stages. AVAILABILITY AND IMPLEMENTATION The R package is freely available at https://github.com/BBCG/ramr and https://bioconductor.org/packages/ramr. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
| | - Per Eystein Lønning
- K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Stian Knappskog
- K. G. Jebsen Center for Genome-Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway,Department of Oncology, Haukeland University Hospital, Bergen, Norway
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21
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Cristall K, Bidard FC, Pierga JY, Rauh MJ, Popova T, Sebbag C, Lantz O, Stern MH, Mueller CR. A DNA methylation-based liquid biopsy for triple-negative breast cancer. NPJ Precis Oncol 2021; 5:53. [PMID: 34135468 PMCID: PMC8209161 DOI: 10.1038/s41698-021-00198-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 06/02/2021] [Indexed: 12/12/2022] Open
Abstract
Here, we present a next-generation sequencing (NGS) methylation-based blood test called methylation DETEction of Circulating Tumour DNA (mDETECT) designed for the optimal detection and monitoring of metastatic triple-negative breast cancer (TNBC). Based on a highly multiplexed targeted sequencing approach, this assay incorporates features that offer superior performance and included 53 amplicons from 47 regions. Analysis of a previously characterised cohort of women with metastatic TNBC with limited quantities of plasma (<2 ml) produced an AUC of 0.92 for detection of a tumour with a sensitivity of 76% for a specificity of 100%. mDETECTTNBC was quantitative and showed superior performance to an NGS TP53 mutation-based test carried out on the same patients and to the conventional CA15-3 biomarker. mDETECT also functioned well in serum samples from metastatic TNBC patients where it produced an AUC of 0.97 for detection of a tumour with a sensitivity of 93% for a specificity of 100%. An assay for BRCA1 promoter methylation was also incorporated into the mDETECT assay and functioned well but its clinical significance is currently unclear. Clonal Hematopoiesis of Indeterminate Potential was investigated as a source of background in control subjects but was not seen to be significant, though a link to adiposity may be relevant. The mDETECTTNBC assay is a liquid biopsy able to quantitatively detect all TNBC cancers and has the potential to improve the management of patients with this disease.
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Affiliation(s)
- Katrina Cristall
- Queen's Cancer Research Institute, Queen's University, Kingston, ON, Canada.,Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Francois-Clement Bidard
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France
| | - Jean-Yves Pierga
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,Department of Medical Oncology, Institut Curie, Paris, France.,Université Paris Descartes, Paris, France
| | - Michael J Rauh
- Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada
| | - Tatiana Popova
- INSERM U830 Cancer, Heterogeneity, Instability and Plasticity (CHIP), Institut Curie, Paris, France
| | - Clara Sebbag
- Department of Medical Oncology, Institut Curie, Paris, France
| | - Olivier Lantz
- Circulating Tumor Biomarkers Laboratory, SiRIC, Translational Research Department, Institut Curie, Paris, France.,INSERM CIC BT 1428, Institut Curie, Paris, France.,INSERM U932, Institut Curie, Paris, France
| | - Marc-Henri Stern
- INSERM U830 Cancer, Heterogeneity, Instability and Plasticity (CHIP), Institut Curie, Paris, France
| | - Christopher R Mueller
- Queen's Cancer Research Institute, Queen's University, Kingston, ON, Canada. .,Department of Pathology and Molecular Medicine, Queen's University, Kingston, ON, Canada. .,Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada.
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22
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Gao Y, Wang X, Li S, Zhang Z, Li X, Lin F. Identification of a DNA Methylation-Based Prognostic Signature for Patients with Triple-Negative Breast Cancer. Med Sci Monit 2021; 27:e930025. [PMID: 34003815 PMCID: PMC8140526 DOI: 10.12659/msm.930025] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Aberrant DNA methylation is an important biological regulatory mechanism in malignant tumors. However, it remains underutilized for establishing prognostic models for triple-negative breast cancer (TNBC). MATERIAL AND METHODS Methylation data and expression data downloaded from The Cancer Genome Atlas (TCGA) were used to identify differentially methylated sites (DMSs). The prognosis-related DMSs were selected by univariate Cox regression analysis. Functional enrichment was analyzed using DAVID. A protein-protein interaction (PPI) network was constructed using STRING. Finally, a methylation-based prognostic signature was constructed using LASSO method and further validated in 2 validation cohorts. RESULTS Firstly, we identified 743 DMSs corresponding to 332 genes, including 357 hypermethylated sites and 386 hypomethylated sites. Furthermore, we selected 103 prognosis-related DMSs by univariate Cox regression. Using a LASSO algorithm, we established a 5-DMSs prognostic signature in TCGA-TNBC cohort, which could classify TNBC patients with significant survival difference (log-rank p=4.97E-03). Patients in the high-risk group had shorter overall survival than patients in the low-risk group. The excellent performance was validated in GSE78754 (HR=2.42, 95%CI: 1.27-4.59, log-rank P=0.0055). Moreover, for disease-free survival, the prognostic performance was verified in GSE141441 (HR=2.09, 95%CI: 1.28-3.44, log-rank P=0.0027). Multivariate Cox regression analysis indicated that the 5-DMSs signature could serve as an independent risk factor. CONCLUSIONS We constructed a 5-DMSs signature with excellent performance for the prediction of disease-free survival and overall survival, providing a guide for clinicians in directing personalized therapeutic regimen selection of TNBC patients.
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Affiliation(s)
- Yinqi Gao
- Department of Breast Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
| | - Xuelong Wang
- Department of Thoracic Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
| | - Shihui Li
- Department of Breast Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
| | - Zhiqiang Zhang
- Department of Breast Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
| | - Xuefei Li
- Department of Breast Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
| | - Fangcai Lin
- Department of Breast Surgery, Capital Medical University Electric Power Teaching Hospital, Beijing, China (mainland)
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23
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Ren C, Tang X, Lan H. Comprehensive analysis based on DNA methylation and RNA-seq reveals hypermethylation of the up-regulated WT1 gene with potential mechanisms in PAM50 subtypes of breast cancer. PeerJ 2021; 9:e11377. [PMID: 33987034 PMCID: PMC8103922 DOI: 10.7717/peerj.11377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 04/08/2021] [Indexed: 11/20/2022] Open
Abstract
Background Breast cancer (BC), one of the most widespread cancers worldwide, caused the deaths of more than 600,000 women in 2018, accounting for about 15% of all cancer-associated deaths in women that year. In this study, we aimed to discover potential prognostic biomarkers and explore their molecular mechanisms in different BC subtypes using DNA methylation and RNA-seq. Methods We downloaded the DNA methylation datasets and the RNA expression profiles of primary tissues of the four BC molecular subtypes (luminal A, luminal B, basal-like, and HER2-enriched), as well as the survival information from The Cancer Genome Atlas (TCGA). The highly expressed and hypermethylated genes across all the four subtypes were screened. We examined the methylation sites and the downstream co-expressed genes of the selected genes and validated their prognostic value using a different dataset (GSE20685). For selected transcription factors, the downstream genes were predicted based on the Gene Transcription Regulation Database (GTRD). The tumor microenvironment was also evaluated based on the TCGA dataset. Results We found that Wilms tumor gene 1 (WT1), a transcription factor, was highly expressed and hypermethylated in all the four BC subtypes. All the WT1 methylation sites exhibited hypermethylation. The methylation levels of the TSS200 and 1stExon regions were negatively correlated with WT1 expression in two BC subtypes, while that of the gene body region was positively associated with WT1 expression in three BC subtypes. Patients with low WT1 expression had better overall survival (OS). Five genes including COL11A1, GFAP, FGF5, CD300LG, and IGFL2 were predicted as the downstream genes of WT1. Those five genes were dysregulated in the four BC subtypes. Patients with a favorable 6-gene signature (low expression of WT1 and its five predicted downstream genes) exhibited better OS than that with an unfavorable 6-gene signature. We also found a correlation between WT1 and tamoxifen using STITCH. Higher infiltration rates of CD8 T cells, plasma cells, and monocytes were found in the lower quartile WT1 group and the favorable 6-gene signature group. In conclusion, we demonstrated that WT1 is hypermethylated and up-regulated in the four BC molecular subtypes and a 6-gene signature may predict BC prognosis.
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Affiliation(s)
- Chongyang Ren
- Department of Breast Cancer, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Xiaojiang Tang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi, China
| | - Haitao Lan
- Academy of Medical Sciences, Sichuan Provincial People's Hospital, Chengdu, Sichuan, China
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24
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Poduval DB, Ognedal E, Sichmanova Z, Valen E, Iversen GT, Minsaas L, Lønning PE, Knappskog S. Assessment of tumor suppressor promoter methylation in healthy individuals. Clin Epigenetics 2020; 12:131. [PMID: 32859265 PMCID: PMC7455917 DOI: 10.1186/s13148-020-00920-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 08/17/2020] [Indexed: 12/21/2022] Open
Abstract
Background The number of tumor suppressor genes for which germline mutations have been linked to cancer risk is steadily increasing. However, while recent reports have linked constitutional normal tissue promoter methylation of BRCA1 and MLH1 to ovarian and colon cancer risk, the role of epigenetic alterations as cancer risk factors remains largely unknown, presenting an important area for future research. Currently, we lack fast and sensitive methods for assessment of promoter methylation status across known tumor suppressor genes. Results In this paper, we present a novel NGS-based approach assessing promoter methylation status across a large panel of defined tumor suppressor genes to base-pair resolution. The method omits the limitations related to commonly used array-approaches. Our panel includes 565 target regions covering the promoters of 283 defined tumor suppressors, selected by pre-specified criteria, and was applied for rapid targeted methylation-specific NGS. The feasibility of the method was assessed by analyzing normal tissue DNA (white blood cells, WBC) samples from 34 healthy postmenopausal women and by performing preliminary assessment of the methylation landscape of tumor suppressors in these individuals. The mean target coverage was 189.6x providing a sensitivity of 0.53%, sufficient for promoter methylation assessment of low-level methylated genes like BRCA1. Within this limited test-set, we detected 206 regions located in the promoters of 149 genes to be differentially methylated (hyper- or hypo-) at > 99% confidence level. Seven target regions in gene promoters (CIITA, RASSF1, CHN1, PDCD1LG2, GSTP1, XPA, and ZNF668) were found to be hyper-methylated in a minority of individuals, with a > 20 percent point difference in mean methylation across the region between individuals. In an exploratory hierarchical clustering analysis, we found that the individuals analyzed may be grouped into two main groups based on their WBC methylation profile across the 283 tumor suppressor gene promoters. Conclusions Methylation-specific NGS of our tumor suppressor panel, with detailed assessment of differential methylation in healthy individuals, presents a feasible method for identification of novel epigenetic risk factors for cancer.
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Affiliation(s)
- Deepak B Poduval
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Elisabet Ognedal
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway.,Present address: Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway
| | - Zuzana Sichmanova
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Eivind Valen
- Computational Biology Unit, Department of Informatics, University of Bergen, Bergen, Norway.,Sars International Centre for Marine Molecular Biology, University of Bergen, Bergen, Norway
| | - Gjertrud T Iversen
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Laura Minsaas
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Per E Lønning
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Stian Knappskog
- K.G. Jebsen Center for Genome Directed Cancer Therapy, Department of Clinical Science, University of Bergen, Bergen, Norway. .,Department of Oncology, Haukeland University Hospital, Bergen, Norway.
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25
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Glodzik D, Bosch A, Hartman J, Aine M, Vallon-Christersson J, Reuterswärd C, Karlsson A, Mitra S, Niméus E, Holm K, Häkkinen J, Hegardt C, Saal LH, Larsson C, Malmberg M, Rydén L, Ehinger A, Loman N, Kvist A, Ehrencrona H, Nik-Zainal S, Borg Å, Staaf J. Comprehensive molecular comparison of BRCA1 hypermethylated and BRCA1 mutated triple negative breast cancers. Nat Commun 2020; 11:3747. [PMID: 32719340 PMCID: PMC7385112 DOI: 10.1038/s41467-020-17537-2] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 07/02/2020] [Indexed: 02/08/2023] Open
Abstract
Homologous recombination deficiency (HRD) is a defining characteristic in BRCA-deficient breast tumors caused by genetic or epigenetic alterations in key pathway genes. We investigated the frequency of BRCA1 promoter hypermethylation in 237 triple-negative breast cancers (TNBCs) from a population-based study using reported whole genome and RNA sequencing data, complemented with analyses of genetic, epigenetic, transcriptomic and immune infiltration phenotypes. We demonstrate that BRCA1 promoter hypermethylation is twice as frequent as BRCA1 pathogenic variants in early-stage TNBC and that hypermethylated and mutated cases have similarly improved prognosis after adjuvant chemotherapy. BRCA1 hypermethylation confers an HRD, immune cell type, genome-wide DNA methylation, and transcriptional phenotype similar to TNBC tumors with BRCA1-inactivating variants, and it can be observed in matched peripheral blood of patients with tumor hypermethylation. Hypermethylation may be an early event in tumor development that progress along a common pathway with BRCA1-mutated disease, representing a promising DNA-based biomarker for early-stage TNBC.
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Affiliation(s)
- Dominik Glodzik
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Wellcome Sanger Institute, Wellcome Genome Campus, CB10 1SA, Cambridge, UK
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ana Bosch
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Department of Oncology, Skåne University Hospital, SE-22184, Lund, Sweden
| | - Johan Hartman
- Department of Oncology and Pathology, Karolinska Institute, SE-17177, Stockholm, Sweden
| | - Mattias Aine
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Division of Molecular Hematology, Department of Laboratory Medicine, Lund University, SE-22184, Lund, Sweden
| | - Johan Vallon-Christersson
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Christel Reuterswärd
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Anna Karlsson
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Shamik Mitra
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Emma Niméus
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Division of Surgery, Department of Clinical Sciences, Lund University, SE-22184, Lund, Sweden
| | - Karolina Holm
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Jari Häkkinen
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Cecilia Hegardt
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Lao H Saal
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Christer Larsson
- Division of Translational Cancer Research, Department of Laboratory Medicine, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Martin Malmberg
- Department of Oncology, Skåne University Hospital, SE-22184, Lund, Sweden
| | - Lisa Rydén
- Division of Surgery, Department of Clinical Sciences, Lund University, SE-22184, Lund, Sweden
| | - Anna Ehinger
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Department of Genetics and Pathology, Laboratory Medicine, Region Skåne, SE-22184, Lund, Sweden
| | - Niklas Loman
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
- Department of Oncology, Skåne University Hospital, SE-22184, Lund, Sweden
| | - Anders Kvist
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Hans Ehrencrona
- Department of Genetics and Pathology, Laboratory Medicine, Region Skåne, SE-22184, Lund, Sweden
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, SE-22184, Lund, Sweden
| | - Serena Nik-Zainal
- Academic Department of Medical Genetics, The Clinical School University of Cambridge, Cambridge Biomedical Research Campus, CB2 0QQ, Cambridge, UK
| | - Åke Borg
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden
| | - Johan Staaf
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381, Lund, Sweden.
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26
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Manoochehri M, Jones M, Tomczyk K, Fletcher O, Schoemaker MJ, Swerdlow AJ, Borhani N, Hamann U. DNA methylation of the long intergenic noncoding RNA 299 gene in triple-negative breast cancer: results from a prospective study. Sci Rep 2020; 10:11762. [PMID: 32678138 PMCID: PMC7367270 DOI: 10.1038/s41598-020-68506-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 05/27/2020] [Indexed: 02/08/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is an aggressive breast cancer subtype associated with a high rate of recurrence and poor prognosis. Recently we identified a hypermethylation in the long noncoding RNA 299 (LINC00299) gene in blood-derived DNA from TNBC patients compared with healthy controls implying that LINC00299 hypermethylation may serve as a circulating biomarker for TNBC. In the present study, we investigated whether LINC00299 methylation is associated with TNBC in a prospective nested breast cancer case-control study within the Generations Study. Methylation at cg06588802 in LINC00299 was measured in 154 TNBC cases and 159 breast cancer-free matched controls using MethyLight droplet digital PCR. To assess the association between methylation level and TNBC risk, logistic regression was used to calculate odd ratios and 95% confidence intervals, adjusted for smoking status. We found no evidence for association between methylation levels and TNBC overall (P = 0.062). Subgroup analysis according to age at diagnosis and age at blood draw revealed increased methylation levels in TNBC cases compared with controls in the young age groups [age 26-52 (P = 0.0025) and age 22-46 (P = 0.001), respectively]. Our results suggest a potential association of LINC00299 hypermethylation with TNBC in young women.
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Affiliation(s)
- Mehdi Manoochehri
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Katarzyna Tomczyk
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Olivia Fletcher
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | - Anthony J Swerdlow
- The Institute of Cancer Research, London, UK.,Division of Breast Cancer Research, The Institute of Cancer Research, London, UK
| | - Nasim Borhani
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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27
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Ma B, Guo W, Shan M, Zhang N, Ma B, Sun G. BRCA1 subcellular localization regulated by PI3K signaling pathway in triple-negative breast cancer MDA-MB-231 cells and hormone-sensitive T47D cells. Open Life Sci 2020; 15:501-510. [PMID: 33817238 PMCID: PMC7874579 DOI: 10.1515/biol-2020-0054] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 02/07/2023] Open
Abstract
This study is to investigate the effect of the PI3K/Akt signaling pathway on the regulation of BRCA1 subcellular localization in triple-negative breast cancer (TNBC) MDA-MB-231 cells and hormone-sensitive T47D cells. We found that heregulin-activated T47D cells showed more nuclear localization of BRCA1, but BRCA1 nuclear localization decreased after the inhibition of the PI3K signaling pathway. In MDA-MB-231 cells, activation or inhibition of the PI3K signaling pathway did not significantly affect cell apoptosis and BRCA1 nuclear translocation (P > 0.05). However, in T47D cells, the activation of the PI3K pathway significantly increased cell apoptosis (P < 0.05). In the heregulin-activated MDA-MB-231 and T47D cells, the phosphorylation of Akt and BRCA1 was significantly increased (P < 0.05), while that was significantly reduced after PI3K pathway inhibition (P < 0.05). The changing trends of the mRNA levels of Akt and BRCA1 in MDA-MB-231 and T47D cells after PI3K pathway activation or inhibition were consistent with the trends of their proteins. In both MDA-MB-231 and T47D cells, BRCA1 phosphorylation is regulated by the PI3K signaling pathway, but the nuclear localization of BRCA1 is different in these two cell lines. Moreover, the apoptosis rates of these two cell lines are different.
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Affiliation(s)
- Bin Ma
- Department of Breast and Head & Neck, The Affiliated Cancer Hospital of Xinjiang Medical University, No. 789 Suzhou East Street, Urumqi 830011, Xinjiang, P. R. China
| | - Wenjia Guo
- Xinjiang Uygur Autonomous Region Cancer Research Institute, Urumqi 830011, Xinjiang, P. R. China
| | - Meihui Shan
- Department of Breast and Head & Neck, The Affiliated Cancer Hospital of Xinjiang Medical University, No. 789 Suzhou East Street, Urumqi 830011, Xinjiang, P. R. China
| | - Nan Zhang
- Department of Breast and Head & Neck, The Affiliated Cancer Hospital of Xinjiang Medical University, No. 789 Suzhou East Street, Urumqi 830011, Xinjiang, P. R. China
| | - Binlin Ma
- Department of Breast and Head & Neck, The Affiliated Cancer Hospital of Xinjiang Medical University, No. 789 Suzhou East Street, Urumqi 830011, Xinjiang, P. R. China
| | - Gang Sun
- Department of Breast and Head & Neck, The Affiliated Cancer Hospital of Xinjiang Medical University, No. 789 Suzhou East Street, Urumqi 830011, Xinjiang, P. R. China
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