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Iggo R, MacGrogan G. Classification of Breast Cancer Through the Perspective of Cell Identity Models. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:185-207. [PMID: 39821027 DOI: 10.1007/978-3-031-70875-6_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
The mammary epithelium has an inner luminal layer that contains estrogen receptor (ER)-positive hormone-sensing cells and ER-negative alveolar/secretory cells, and an outer basal layer that contains myoepithelial/stem cells. Most human tumours resemble either hormone-sensing cells or alveolar/secretory cells. The most widely used molecular classification, the Intrinsic classification, assigns hormone-sensing tumours to Luminal A/B and human epidermal growth factor 2-enriched (HER2E)/molecular apocrine (MA)/luminal androgen receptor (LAR)-positive classes, and alveolar/secretory tumours to the Basal-like class. Molecular classification is most useful when tumours have classic invasive carcinoma of no special type (NST) histology. It is less useful for special histological types of breast cancer, such as metaplastic breast cancer and adenoid cystic cancer, which are better described with standard pathology terms. Compared to mice, humans show a strong bias towards making tumours that resemble mammary hormone-sensing cells. This could be caused by the formation in adolescence of der(1;16), a translocation through the centromeres of chromosomes 1 and 16, which only occurs in humans and could trap the cells in the hormone-sensing state.
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Affiliation(s)
- Richard Iggo
- INSERM, Bergonie Cancer Institute, University of Bordeaux, Bordeaux, France.
| | - Gaetan MacGrogan
- INSERM, Bergonie Cancer Institute, University of Bordeaux, Bordeaux, France
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Loktionov AV, Kobzeva KA, Karpenko AR, Sergeeva VA, Orlov YL, Bushueva OY. GWAS-significant loci and severe COVID-19: analysis of associations, link with thromboinflammation syndrome, gene-gene, and gene-environmental interactions. Front Genet 2024; 15:1434681. [PMID: 39175753 PMCID: PMC11338913 DOI: 10.3389/fgene.2024.1434681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 07/29/2024] [Indexed: 08/24/2024] Open
Abstract
Objective The aim of this study was to replicate associations of GWAS-significant loci with severe COVID-19 in the population of Central Russia, to investigate associations of the SNPs with thromboinflammation parameters, to analyze gene-gene and gene-environmental interactions. Materials and Methods DNA samples from 798 unrelated Caucasian subjects from Central Russia (199 hospitalized COVID-19 patients and 599 controls with a mild or asymptomatic course of COVID-19) were genotyped using probe-based polymerase chain reaction for 10 GWAS-significant SNPs: rs143334143 CCHCR1, rs111837807 CCHCR1, rs17078346 SLC6A20-LLZTFL1, rs17713054 SLC6A20-LLZTFL1, rs7949972 ELF5, rs61882275 ELF5, rs12585036 ATP11A, rs67579710 THBS3, THBS3-AS1, rs12610495 DPP9, rs9636867 IFNAR2. Results SNP rs17713054 SLC6A20-LZTFL1 was associated with increased risk of severe COVID-19 in the entire group (risk allele A, OR = 1.78, 95% CI = 1.22-2.6, p = 0.003), obese individuals (OR = 2.31, 95% CI = 1.52-3.5, p = 0.0002, (p bonf = 0.0004)), patients with low fruit and vegetable intake (OR = 1.72, 95% CI = 1.15-2.58, p = 0.01, (p bonf = 0.02)), low physical activity (OR = 1.93, 95% CI = 1.26-2.94, p = 0.0035, (p bonf = 0.007)), and nonsmokers (OR = 1.65, 95% CI = 1.11-2.46, p = 0.02). This SNP correlated with increased BMI (p = 0.006) and worsened thrombodynamic parameters (maximum optical density of the formed clot, D (p = 0.02), delayed appearance of spontaneous clots, Tsp (p = 0.02), clot size 30 min after coagulation activation, CS (p = 0.036)). SNP rs17078346 SLC6A20-LZTFL1 was linked with increased BMI (p = 0.01) and severe COVID-19 in obese individuals (risk allele C, OR = 1.72, 95% CI = 1.15-2.58, p = 0.01, (p bonf = 0.02)). SNP rs12610495 DPP9 was associated with increased BMI (p = 0.01), severe COVID-19 in obese patients (risk allele G, OR = 1.48, 95% CI = 1.09-2.01, p = 0.01, (p bonf = 0.02)), and worsened thrombodynamic parameters (time to the start of clot growth, Tlag (p = 0.01)). For rs7949972 ELF5, a protective effect against severe COVID-19 was observed in non-obese patients (effect allele T, OR = 0.67, 95% CI = 0.47-0.95, p = 0.02, (p bonf = 0.04)), improving thrombodynamic parameters (CS (p = 0.02), stationary spatial clot growth rates, Vst (p = 0.02)). Finally, rs12585036 ATP11A exhibited a protective effect against severe COVID-19 in males (protective allele A, OR = 0.51, 95% CI = 0.32-0.83, p = 0.004). SNPs rs67579710 THBS3, THBS3-AS1, rs17713054 SLC6A20-LZTFL1, rs7949972 ELF5, rs9636867 IFNAR2-were involved in two or more of the most significant G×G interactions (p perm ≤ 0.01). The pairwise combination rs67579710 THBS3, THBS3-AS1 × rs17713054 SLC6A20-LZTFL1 was a priority in determining susceptibility to severe COVID-19 (it was included in four of the top five most significant SNP-SNP interaction models). Conclusion Overall, this study represents a comprehensive molecular-genetic and bioinformatics analysis of the involvement of GWAS-significant loci in the molecular mechanisms of severe COVID-19, gene-gene and gene-environmental interactions, and provides evidence of their relationship with thromboinflammation parameters in patients hospitalized in intensive care units.
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Affiliation(s)
- Alexey Valerevich Loktionov
- Department of Anesthesia and Critical Care, Institute of Continuing Education, Kursk State Medical University, Kursk, Russia
- Laboratory of Genomic Research, Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia
| | - Ksenia Andreevna Kobzeva
- Laboratory of Genomic Research, Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia
| | - Andrey Romanovich Karpenko
- Department of Anesthesia and Critical Care, Institute of Continuing Education, Kursk State Medical University, Kursk, Russia
- Laboratory of Genomic Research, Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia
| | - Vera Alexeevna Sergeeva
- Department of Anesthesia and Critical Care, Institute of Continuing Education, Kursk State Medical University, Kursk, Russia
| | - Yuriy Lvovich Orlov
- Institute of Biodesign and Complex Systems Modeling, Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
| | - Olga Yurievna Bushueva
- Laboratory of Genomic Research, Research Institute for Genetic and Molecular Epidemiology, Kursk State Medical University, Kursk, Russia
- Department of Biology, Medical Genetics and Ecology, Kursk State Medical University, Kursk, Russia
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Miyano M, LaBarge MA. ELF5: A Molecular Clock for Breast Aging and Cancer Susceptibility. Cancers (Basel) 2024; 16:431. [PMID: 38275872 PMCID: PMC10813895 DOI: 10.3390/cancers16020431] [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: 12/25/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 01/27/2024] Open
Abstract
Breast cancer is predominantly an age-related disease, with aging serving as the most significant risk factor, compounded by germline mutations in high-risk genes like BRCA1/2. Aging induces architectural changes in breast tissue, particularly affecting luminal epithelial cells by diminishing lineage-specific molecular profiles and adopting myoepithelial-like characteristics. ELF5 is an important transcription factor for both normal breast and breast cancer development. This review focuses on the role of ELF5 in normal breast development, its altered expression throughout aging, and its implications in cancer. It discusses the lineage-specific expression of ELF5, its regulatory mechanisms, and its potential as a biomarker for breast-specific biological age and cancer risk.
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Affiliation(s)
- Masaru Miyano
- Department of Population Sciences, Beckman Research Institute, City of Hope, Duarte, CA 91010, USA
- Center for Cancer and Aging, Beckman Research Institute, City of Hope, Duarte, CA 91010, USA
| | - Mark A. LaBarge
- Department of Population Sciences, Beckman Research Institute, City of Hope, Duarte, CA 91010, USA
- Center for Cancer and Aging, Beckman Research Institute, City of Hope, Duarte, CA 91010, USA
- Center for Cancer Biomarkers Research, University of Bergen, 5007 Bergen, Norway
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Wen J, Qin G, Jiang Z, Lin Z, Zhou R, Dai H, Xu Z, Chen W, Song Q. E74‑like ETS transcription factor 5 facilitates cell proliferation through regulating the expression of adenomatous polyposis coli 2 in non‑small cell lung cancer. Int J Mol Med 2023; 52:75. [PMID: 37449511 PMCID: PMC10555483 DOI: 10.3892/ijmm.2023.5278] [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: 03/01/2023] [Accepted: 05/30/2023] [Indexed: 07/18/2023] Open
Abstract
E74‑like ETS transcription factor 5 (ELF5) is known to regulate the specification and differentiation of epithelial cells in the embryonic lung. However, the pathological function of ELF5 in lung cancer has yet to be fully elucidated. In the present study, the expression of ELF5 was found to be significantly higher in lung adenocarcinoma compared with that in corresponding adjacent normal tissues. Subsequently, cell and animal experiments were performed to investigate the role of ELF5 in lung adenocarcinoma cells. The results indicated that the overexpression of ELF5 increased the proliferation of lung adenocarcinoma cells, whereas, by contrast, a reduction in the expression of ELF5 led to a decrease in their proliferation. Mechanistically, the hypothesis is advanced that ELF5 can promote lung cancer cell proliferation through inhibiting adenomatous polyposis coli 2 and increasing the expression of cyclin D1, which is a critical downstream target of the Wnt pathway. Taken together, these findings support the notion that ELF5 exerts an essential role in the proliferation of lung adenocarcinoma cells and may be a therapeutic target for the treatment of lung adenocarcinoma.
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Affiliation(s)
- Jing Wen
- Department of Radiology, Nanfang Hospital, Southern Medical University
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515
| | - Genggeng Qin
- Department of Radiology, Nanfang Hospital, Southern Medical University
| | - Zhaojing Jiang
- Department of Radiation Oncology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong 510280
| | - Zixun Lin
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515
| | - Ruixin Zhou
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515
| | - Hui Dai
- Hospital Office, Ganzhou Hospital-Nanfang Hospital, Southern Medical University, Ganzhou, Jiangxi 341000
| | - Zhanfa Xu
- Department of Radiology, Nanfang Hospital, Southern Medical University
| | - Weiguo Chen
- Department of Radiology, Nanfang Hospital, Southern Medical University
| | - Qiancheng Song
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515
- Department of Neurosurgery, Institute of Brain Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
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Subbalakshmi AR, Sahoo S, Manjunatha P, Goyal S, Kasiviswanathan VA, Mahesh Y, Ramu S, McMullen I, Somarelli JA, Jolly MK. The ELF3 transcription factor is associated with an epithelial phenotype and represses epithelial-mesenchymal transition. J Biol Eng 2023; 17:17. [PMID: 36864480 PMCID: PMC9983220 DOI: 10.1186/s13036-023-00333-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 02/09/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND Epithelial-mesenchymal plasticity (EMP) involves bidirectional transitions between epithelial, mesenchymal and multiple intermediary hybrid epithelial/mesenchymal phenotypes. While the process of epithelial-mesenchymal transition (EMT) and its associated transcription factors are well-characterised, the transcription factors that promote mesenchymal-epithelial transition (MET) and stabilise hybrid E/M phenotypes are less well understood. RESULTS Here, we analyse multiple publicly-available transcriptomic datasets at bulk and single-cell level and pinpoint ELF3 as a factor that is strongly associated with an epithelial phenotype and is inhibited during EMT. Using mechanism-based mathematical modelling, we also show that ELF3 inhibits the progression of EMT. This behaviour was also observed in the presence of an EMT inducing factor WT1. Our model predicts that the MET induction capacity of ELF3 is stronger than that of KLF4, but weaker than that of GRHL2. Finally, we show that ELF3 levels correlates with worse patient survival in a subset of solid tumour types. CONCLUSION ELF3 is shown to be inhibited during EMT progression and is also found to inhibit the progression of complete EMT suggesting that ELF3 may be able to counteract EMT induction, including in the presence of EMT-inducing factors, such as WT1. The analysis of patient survival data indicates that the prognostic capacity of ELF3 is specific to cell-of-origin or lineage.
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Affiliation(s)
- Ayalur Raghu Subbalakshmi
- grid.34980.360000 0001 0482 5067Centre for BioSystems Science and Engineering, Indian Institute of Science, 560012 Bangalore, India
| | - Sarthak Sahoo
- grid.34980.360000 0001 0482 5067Centre for BioSystems Science and Engineering, Indian Institute of Science, 560012 Bangalore, India
| | - Prakruthi Manjunatha
- grid.444321.40000 0004 0501 2828Department of Medical Electronics, M S Ramaiah Institute of Technology, 560054 Bangalore, India
| | - Shaurya Goyal
- grid.429017.90000 0001 0153 2859Department of Humanities and Social Sciences, Indian Institute of Technology, 721302 Kharagpur, India
| | - Vignesh A Kasiviswanathan
- grid.512757.30000 0004 1761 9897Department of Biotechnology, JSS Science and Technology University, 570006 Mysore, India
| | - Yeshwanth Mahesh
- grid.34980.360000 0001 0482 5067Centre for BioSystems Science and Engineering, Indian Institute of Science, 560012 Bangalore, India
| | - Soundharya Ramu
- grid.419655.a0000 0001 0008 3668Department of Biotechnology, National Institute of Technology Warangal, 506004 Warangal, India
| | - Isabelle McMullen
- grid.26009.3d0000 0004 1936 7961Department of Medicine, Duke University, NC 27708 Durham, USA
| | - Jason A. Somarelli
- grid.26009.3d0000 0004 1936 7961Department of Medicine, Duke University, NC 27708 Durham, USA ,grid.26009.3d0000 0004 1936 7961Duke Cancer Institute, Duke University, NC 27708 Durham, USA
| | - Mohit Kumar Jolly
- Centre for BioSystems Science and Engineering, Indian Institute of Science, 560012, Bangalore, India.
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Wang Y, Huang Z, Sun M, Huang W, Xia L. ETS transcription factors: Multifaceted players from cancer progression to tumor immunity. Biochim Biophys Acta Rev Cancer 2023; 1878:188872. [PMID: 36841365 DOI: 10.1016/j.bbcan.2023.188872] [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: 11/02/2022] [Revised: 01/18/2023] [Accepted: 01/28/2023] [Indexed: 02/26/2023]
Abstract
The E26 transformation specific (ETS) family comprises 28 transcription factors, the majority of which are involved in tumor initiation and development. Serving as a group of functionally heterogeneous gene regulators, ETS factors possess a structurally conserved DNA-binding domain. As one of the most prominent families of transcription factors that control diverse cellular functions, ETS activation is modulated by multiple intracellular signaling pathways and post-translational modifications. Disturbances in ETS activity often lead to abnormal changes in oncogenicity, including cancer cell survival, growth, proliferation, metastasis, genetic instability, cell metabolism, and tumor immunity. This review systematically addresses the basics and advances in studying ETS factors, from their tumor relevance to clinical translational utility, with a particular focus on elucidating the role of ETS family in tumor immunity, aiming to decipher the vital role and clinical potential of regulation of ETS factors in the cancer field.
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Affiliation(s)
- Yufei Wang
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China
| | - Zhao Huang
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan, Hubei 430030, China
| | - Mengyu Sun
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China
| | - Wenjie Huang
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Clinical Medicine Research Center for Hepatic Surgery of Hubei Province, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan, Hubei 430030, China.
| | - Limin Xia
- Department of Gastroenterology, Institute of Liver and Gastrointestinal Diseases, Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.
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7
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Pietzner M, Chua RL, Wheeler E, Jechow K, Willett JDS, Radbruch H, Trump S, Heidecker B, Zeberg H, Heppner FL, Eils R, Mall MA, Richards JB, Sander LE, Lehmann I, Lukassen S, Wareham NJ, Conrad C, Langenberg C. ELF5 is a potential respiratory epithelial cell-specific risk gene for severe COVID-19. Nat Commun 2022; 13:4484. [PMID: 35970849 PMCID: PMC9378714 DOI: 10.1038/s41467-022-31999-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 07/12/2022] [Indexed: 11/24/2022] Open
Abstract
Despite two years of intense global research activity, host genetic factors that predispose to a poorer prognosis of COVID-19 infection remain poorly understood. Here, we prioritise eight robust (e.g., ELF5) or suggestive but unreported (e.g., RAB2A) candidate protein mediators of COVID-19 outcomes by integrating results from the COVID-19 Host Genetics Initiative with population-based plasma proteomics using statistical colocalisation. The transcription factor ELF5 (ELF5) shows robust and directionally consistent associations across different outcome definitions, including a >4-fold higher risk (odds ratio: 4.88; 95%-CI: 2.47-9.63; p-value < 5.0 × 10-6) for severe COVID-19 per 1 s.d. higher genetically predicted plasma ELF5. We show that ELF5 is specifically expressed in epithelial cells of the respiratory system, such as secretory and alveolar type 2 cells, using single-cell RNA sequencing and immunohistochemistry. These cells are also likely targets of SARS-CoV-2 by colocalisation with key host factors, including ACE2 and TMPRSS2. In summary, large-scale human genetic studies together with gene expression at single-cell resolution highlight ELF5 as a risk gene for severe COVID-19, supporting a role of epithelial cells of the respiratory system in the adverse host response to SARS-CoV-2.
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Affiliation(s)
- Maik Pietzner
- Computational Medicine, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany.
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
| | - Robert Lorenz Chua
- Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Eleanor Wheeler
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Katharina Jechow
- Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Julian D S Willett
- McGill Genome Centre, McGill University, Montréal, QC, Canada
- Lady Davis Institute, Jewish General Hospital, Montréal, QC, Canada
| | - Helena Radbruch
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt-Universität zu Berlin, Berlin, Germany
| | - Saskia Trump
- Molecular Epidemiology Unit, Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Bettina Heidecker
- Department of Cardiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hugo Zeberg
- Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Frank L Heppner
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin und Humboldt-Universität zu Berlin, Berlin, Germany
- Cluster of Excellence, NeuroCure, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE) Berlin, Berlin, Germany
| | - Roland Eils
- Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
- Health Data Science Unit, Heidelberg University Hospital and BioQuant, Heidelberg, Germany
- German Center for Lung Research (DZL), associated partner site, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Marcus A Mall
- German Center for Lung Research (DZL), associated partner site, Augustenburger Platz 1, 13353, Berlin, Germany
- Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - J Brent Richards
- McGill Genome Centre, McGill University, Montréal, QC, Canada
- Lady Davis Institute, Jewish General Hospital, Montréal, QC, Canada
- Departments of Medicine, Human Genetics, Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, QC, Canada
- Department of Twin Research, King's College London, London, United Kingdom
| | - Leif-Erik Sander
- Department of Infectious Diseases and Respiratory Medicine, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany
| | - Irina Lehmann
- Molecular Epidemiology Unit, Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
- German Center for Lung Research (DZL), associated partner site, Augustenburger Platz 1, 13353, Berlin, Germany
| | - Sören Lukassen
- Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Christian Conrad
- Center for Digital Health, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany.
| | - Claudia Langenberg
- Computational Medicine, Berlin Institute of Health (BIH) at Charité - Universitätsmedizin Berlin, Berlin, Germany.
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
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Cheng GJ, Leung EY, Singleton DC. In vitro breast cancer models for studying mechanisms of resistance to endocrine therapy. EXPLORATION OF TARGETED ANTI-TUMOR THERAPY 2022; 3:297-320. [PMID: 36045910 PMCID: PMC9400723 DOI: 10.37349/etat.2022.00084] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 03/24/2022] [Indexed: 11/19/2022] Open
Abstract
The development of endocrine resistance is a common reason for the failure of endocrine therapies in hormone receptor-positive breast cancer. This review provides an overview of the different types of in vitro models that have been developed as tools for studying endocrine resistance. In vitro models include cell lines that have been rendered endocrine-resistant by ex vivo treatment; cell lines with de novo resistance mechanisms, including genetic alterations; three-dimensional (3D) spheroid, co-culture, and mammosphere techniques; and patient-derived organoid models. In each case, the key discoveries, different analysis strategies that are suitable, and strengths and weaknesses are discussed. Certain recently developed methodologies that can be used to further characterize the biological changes involved in endocrine resistance are then emphasized, along with a commentary on the types of research outcomes that using these techniques can support. Finally, a discussion anticipates how these recent developments will shape future trends in the field. We hope this overview will serve as a useful resource for investigators that are interested in understanding and testing hypotheses related to mechanisms of endocrine therapy resistance.
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Affiliation(s)
- Gary J. Cheng
- Auckland Cancer Society Research Centre, Faculty of Medical and Health Sciences, The University of Auckland, Auckland 1023, New Zealand
| | - Euphemia Y. Leung
- Auckland Cancer Society Research Centre, Faculty of Medical and Health Sciences, The University of Auckland, Auckland 1023, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland 1023, New Zealand
- Department of Molecular Medicine and Pathology, The University of Auckland, Auckland 1023, New Zealand
| | - Dean C. Singleton
- Auckland Cancer Society Research Centre, Faculty of Medical and Health Sciences, The University of Auckland, Auckland 1023, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, The University of Auckland, Auckland 1023, New Zealand
- Department of Molecular Medicine and Pathology, The University of Auckland, Auckland 1023, New Zealand
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9
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Porras L, Ismail H, Mader S. Positive Regulation of Estrogen Receptor Alpha in Breast Tumorigenesis. Cells 2021; 10:cells10112966. [PMID: 34831189 PMCID: PMC8616513 DOI: 10.3390/cells10112966] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/23/2021] [Accepted: 10/24/2021] [Indexed: 12/31/2022] Open
Abstract
Estrogen receptor alpha (ERα, NR3A1) contributes through its expression in different tissues to a spectrum of physiological processes, including reproductive system development and physiology, bone mass maintenance, as well as cardiovascular and central nervous system functions. It is also one of the main drivers of tumorigenesis in breast and uterine cancer and can be targeted by several types of hormonal therapies. ERα is expressed in a subset of luminal cells corresponding to less than 10% of normal mammary epithelial cells and in over 70% of breast tumors (ER+ tumors), but the basis for its selective expression in normal or cancer tissues remains incompletely understood. The mapping of alternative promoters and regulatory elements has delineated the complex genomic structure of the ESR1 gene and shed light on the mechanistic basis for the tissue-specific regulation of ESR1 expression. However, much remains to be uncovered to better understand how ESR1 expression is regulated in breast cancer. This review recapitulates the current body of knowledge on the structure of the ESR1 gene and the complex mechanisms controlling its expression in breast tumors. In particular, we discuss the impact of genetic alterations, chromatin modifications, and enhanced expression of other luminal transcription regulators on ESR1 expression in tumor cells.
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10
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Dittmer J. Nuclear Mechanisms Involved in Endocrine Resistance. Front Oncol 2021; 11:736597. [PMID: 34604071 PMCID: PMC8480308 DOI: 10.3389/fonc.2021.736597] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 08/26/2021] [Indexed: 12/27/2022] Open
Abstract
Endocrine therapy is a standard treatment offered to patients with ERα (estrogen receptor α)-positive breast cancer. In endocrine therapy, ERα is either directly targeted by anti-estrogens or indirectly by aromatase inhibitors which cause estrogen deficiency. Resistance to these drugs (endocrine resistance) compromises the efficiency of this treatment and requires additional measures. Endocrine resistance is often caused by deregulation of the PI3K/AKT/mTOR pathway and/or cyclin-dependent kinase 4 and 6 activities allowing inhibitors of these factors to be used clinically to counteract endocrine resistance. The nuclear mechanisms involved in endocrine resistance are beginning to emerge. Exploring these mechanisms may reveal additional druggable targets, which could help to further improve patients' outcome in an endocrine resistance setting. This review intends to summarize our current knowledge on the nuclear mechanisms linked to endocrine resistance.
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Affiliation(s)
- Jürgen Dittmer
- Clinic for Gynecology, Martin Luther University Halle-Wittenberg, Halle, Germany
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11
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Miyano M, Sayaman RW, Shalabi SF, Senapati P, Lopez JC, Angarola BL, Hinz S, Zirbes A, Anczukow O, Yee LD, Sedrak MS, Stampfer MR, Seewaldt VL, LaBarge MA. Breast-Specific Molecular Clocks Comprised of ELF5 Expression and Promoter Methylation Identify Individuals Susceptible to Cancer Initiation. Cancer Prev Res (Phila) 2021; 14:779-794. [PMID: 34140348 PMCID: PMC8338914 DOI: 10.1158/1940-6207.capr-20-0635] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 04/29/2021] [Accepted: 06/07/2021] [Indexed: 01/09/2023]
Abstract
A robust breast cancer prevention strategy requires risk assessment biomarkers for early detection. We show that expression of ELF5, a transcription factor critical for normal mammary development, is downregulated in mammary luminal epithelia with age. DNA methylation of the ELF5 promoter is negatively correlated with expression in an age-dependent manner. Both ELF5 methylation and gene expression were used to build biological clocks to estimate chronological ages of mammary epithelia. ELF5 clock-based estimates of biological age in luminal epithelia from average-risk women were within three years of chronological age. Biological ages of breast epithelia from BRCA1 or BRCA2 mutation carriers, who were high risk for developing breast cancer, suggested they were accelerated by two decades relative to chronological age. The ELF5 DNA methylation clock had better performance at predicting biological age in luminal epithelial cells as compared with two other epigenetic clocks based on whole tissues. We propose that the changes in ELF5 expression or ELF5-proximal DNA methylation in luminal epithelia are emergent properties of at-risk breast tissue and constitute breast-specific biological clocks. PREVENTION RELEVANCE: ELF5 expression or DNA methylation level at the ELF5 promoter region can be used as breast-specific biological clocks to identify women at higher than average risk of breast cancer.
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Affiliation(s)
- Masaru Miyano
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
| | - Rosalyn W Sayaman
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, California
| | - Sundus F Shalabi
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
- Irell and Manella Graduate School of Biological Sciences, City of Hope, Duarte, California
| | - Parijat Senapati
- Department of Diabetes Complications and Metabolism, Beckman Research Institute at City of Hope, Duarte, California
| | - Jennifer C Lopez
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
| | | | - Stefan Hinz
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
| | - Arrianna Zirbes
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
- Irell and Manella Graduate School of Biological Sciences, City of Hope, Duarte, California
| | - Olga Anczukow
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Lisa D Yee
- Department of Surgery, City of Hope National Medical Center, Duarte, California
| | - Mina S Sedrak
- Center for Cancer and Aging, City of Hope, Duarte, California
- Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, California
| | - Martha R Stampfer
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California
| | - Victoria L Seewaldt
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California
| | - Mark A LaBarge
- Department of Population Sciences, Beckman Research Institute at City of Hope, Duarte, California.
- Center for Cancer and Aging, City of Hope, Duarte, California
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California
- Center for Cancer Biomarkers, University of Bergen, Bergen, Norway
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12
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Harris A. Human molecular genetics and the long road to treating cystic fibrosis. Hum Mol Genet 2021; 30:R264-R273. [PMID: 34245257 DOI: 10.1093/hmg/ddab191] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 07/04/2021] [Accepted: 07/06/2021] [Indexed: 11/13/2022] Open
Abstract
The causative gene in cystic fibrosis was identified in 1989, three years before the publication of the first issue of Human Molecular Genetics. CFTR was among the first genes underlying a common inherited disorder to be cloned, and hence its subsequent utilization towards a cure for CF provides a roadmap for other monogenic diseases. Over the past 30 years the advances that built upon knowledge of the gene and the CFTR protein to develop effective therapeutics have been remarkable, and yet the setbacks have also been challenging. Technological progress in other fields has often circumvented the barriers. This review focuses on key aspects of CF diagnostics and current approaches to develop new therapies for all CFTR mutations. It also highlights the major research advances that underpinned progress towards treatments, and considers the remaining obstacles.
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Affiliation(s)
- Ann Harris
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, 44106, USA
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13
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Valdés-Mora F, Salomon R, Gloss BS, Law AMK, Venhuizen J, Castillo L, Murphy KJ, Magenau A, Papanicolaou M, Rodriguez de la Fuente L, Roden DL, Colino-Sanguino Y, Kikhtyak Z, Farbehi N, Conway JRW, Sikta N, Oakes SR, Cox TR, O'Donoghue SI, Timpson P, Ormandy CJ, Gallego-Ortega D. Single-cell transcriptomics reveals involution mimicry during the specification of the basal breast cancer subtype. Cell Rep 2021; 35:108945. [PMID: 33852842 DOI: 10.1016/j.celrep.2021.108945] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 10/29/2020] [Accepted: 03/14/2021] [Indexed: 01/02/2023] Open
Abstract
Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal progenitor population in the MMTV-PyMT (mouse mammary tumor virus-polyoma middle tumor-antigen) mammary tumor model. We find that basal-like cancer cells resemble the alveolar lineage that is specified upon pregnancy and encompass the acquisition of an aberrant post-lactation developmental program of involution that triggers remodeling of the tumor microenvironment and metastatic dissemination. This involution mimicry is characterized by a highly interactive multicellular network, with involution cancer-associated fibroblasts playing a pivotal role in extracellular matrix remodeling and immunosuppression. Our results may partially explain the increased risk and poor prognosis of breast cancer associated with childbirth.
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MESH Headings
- Animals
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Cancer-Associated Fibroblasts/metabolism
- Cancer-Associated Fibroblasts/pathology
- Carcinoma, Basal Cell/genetics
- Carcinoma, Basal Cell/metabolism
- Carcinoma, Basal Cell/pathology
- Cell Lineage/genetics
- Chemokine CXCL12/genetics
- Chemokine CXCL12/metabolism
- Collagen Type I, alpha 1 Chain/genetics
- Collagen Type I, alpha 1 Chain/metabolism
- Extracellular Matrix/metabolism
- Extracellular Matrix/pathology
- Female
- Gene Expression Regulation, Neoplastic
- High-Throughput Nucleotide Sequencing
- Humans
- Mammary Glands, Animal/metabolism
- Mammary Glands, Animal/pathology
- Mammary Glands, Animal/virology
- Mammary Neoplasms, Animal/genetics
- Mammary Neoplasms, Animal/metabolism
- Mammary Neoplasms, Animal/pathology
- Mammary Tumor Virus, Mouse/growth & development
- Mammary Tumor Virus, Mouse/pathogenicity
- Matrix Metalloproteinase 3/genetics
- Matrix Metalloproteinase 3/metabolism
- Mice
- Neoplasm Metastasis
- Pregnancy
- Single-Cell Analysis
- Transcriptome
- Tumor Microenvironment/genetics
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Affiliation(s)
- Fátima Valdés-Mora
- Genomics and Epigenetics Theme, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; Personalised Medicine, Children's Cancer Institute, Sydney, NSW 2031, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Garvan-Weizmann Centre for Cellular Genomics. Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
| | - Robert Salomon
- Personalised Medicine, Children's Cancer Institute, Sydney, NSW 2031, Australia; Garvan-Weizmann Centre for Cellular Genomics. Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; Institute for Biomedical Materials and Devices, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Brian Stewart Gloss
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Andrew Man Kit Law
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Jeron Venhuizen
- Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Lesley Castillo
- Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Kendelle Joan Murphy
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Astrid Magenau
- Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Michael Papanicolaou
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; School of Life Sciences, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Laura Rodriguez de la Fuente
- Personalised Medicine, Children's Cancer Institute, Sydney, NSW 2031, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Daniel Lee Roden
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Garvan-Weizmann Centre for Cellular Genomics. Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Yolanda Colino-Sanguino
- Genomics and Epigenetics Theme, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; Personalised Medicine, Children's Cancer Institute, Sydney, NSW 2031, Australia; St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia
| | - Zoya Kikhtyak
- Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Nona Farbehi
- Garvan-Weizmann Centre for Cellular Genomics. Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | | | - Neblina Sikta
- Genomics and Epigenetics Theme, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Samantha Richelle Oakes
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Thomas Robert Cox
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Seán Ignatius O'Donoghue
- Genomics and Epigenetics Theme, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; CSIRO Data61, Eveleigh, NSW 2015, Australia; School of Biotechnology and Biomolecular Sciences, University of New South Wales, Kensington, NSW 2052, Australia
| | - Paul Timpson
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - Christopher John Ormandy
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia
| | - David Gallego-Ortega
- St. Vincent's Clinical School, Faculty of Medicine, UNSW Sydney, NSW 2010, Australia; Garvan-Weizmann Centre for Cellular Genomics. Garvan Institute of Medical Research, Sydney, NSW 2010, Australia; Cancer Theme, The Kinghorn Cancer Centre, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia.
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14
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Acetylation of ELF5 suppresses breast cancer progression by promoting its degradation and targeting CCND1. NPJ Precis Oncol 2021; 5:20. [PMID: 33742100 PMCID: PMC7979705 DOI: 10.1038/s41698-021-00158-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 02/04/2021] [Indexed: 02/07/2023] Open
Abstract
E74-like ETS transcription factor 5 (ELF5) is involved in a wide spectrum of biological processes, e.g., mammogenesis and tumor progression. We have identified a list of p300-interacting proteins in human breast cancer cells. Among these, ELF5 was found to interact with p300 via acetylation, and the potential acetylation sites were identified as K130, K134, K143, K197, K228, and K245. Furthermore, an ELF5-specific deacetylase, SIRT6, was also identified. Acetylation of ELF5 promoted its ubiquitination and degradation, but was also essential for its antiproliferative effect against breast cancer, as overexpression of wild-type ELF5 and sustained acetylation-mimicking ELF5 mutant could inhibit the expression of its target gene CCND1. Taken together, the results demonstrated a novel regulation of ELF5 as well as shedding light on its important role in modulation of breast cancer progression.
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15
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Estrogen Receptor on the move: Cistromic plasticity and its implications in breast cancer. Mol Aspects Med 2020; 78:100939. [PMID: 33358533 DOI: 10.1016/j.mam.2020.100939] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 12/08/2020] [Accepted: 12/10/2020] [Indexed: 01/27/2023]
Abstract
Estrogen Receptor (ERα) is a hormone-driven transcription factor, critically involved in driving tumor cell proliferation in the vast majority of breast cancers (BCas). ERα binds the genome at cis-regulatory elements, dictating the expression of a large spectrum of responsive genes in 3D genomic space. While initial reports described a rather static ERα chromatin binding repertoire, we now know that ERα DNA interactions are highly versatile, altered in breast tumor development and progression, and deviate between tumors from patients with differential outcome. Multiple cellular signaling cascades are known to impinge on ERα genomic function, changing its cistrome to retarget the receptor to other regions of the genome and reprogram its impact on breast cell biology. This review describes the current state-of-the-art on which factors manipulate the ERα cistrome and how this alters the response to both endogenous and exogenous hormonal stimuli, ultimately impacting BCa cell progression and response to commonly used therapeutic interventions. Novel insights in ERα cistrome dynamics may pave the way for better patient diagnostics and the development of novel therapeutic interventions, ultimately improving cancer care and patient outcome.
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16
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Sadeghalvad M, Mohammadi-Motlagh HR, Rezaei N. Immune microenvironment in different molecular subtypes of ductal breast carcinoma. Breast Cancer Res Treat 2020; 185:261-279. [PMID: 33011829 DOI: 10.1007/s10549-020-05954-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 09/25/2020] [Indexed: 12/12/2022]
Abstract
PURPOSE Ductal breast carcinoma as a heterogeneous disease has different molecular subtypes associated with clinical prognosis and patients' survival. The role of immune system as a consistent part of the tumor microenvironment (TME) has been documented in progression of ductal breast carcinoma. Here, we aimed to describe the important immune cells and the immune system-associated molecules in Ductal Carcinoma In situ (DCIS) and Invasive Ductal Carcinoma (IDC) with special emphasis on their associations with different molecular subtypes and patients' prognosis. RESULTS The immune cells have a dual role in breast cancer (BC) microenvironment depending on the molecular subtype or tumor grade. These cells with different frequencies are present in the TME of DCIS and IDC. The presence of regulatory cells including Tregs, MDSC, Th2, Th17, M2 macrophages, HLADR- T cells, and Tγδ cells is related to more immunosuppressive microenvironment, especially in ER- and TN subtypes. In contrast, NK cells, CTL, Th, and Tfh cells are associated to the anti-tumor activity. These cells are higher in ER+ BC, although in other subtypes such as TN or HER2+ are associated with a favorable prognosis. CONCLUSION Determining the specific immune response in each subtype could be helpful in estimating the possible behavior of the tumor cells in TME. It is important to realize that different frequencies of immune cells in BC environment likely determine the patients' prognosis and their survival in each subtype. Therefore, elucidation of the distinct immune players in TME would be helpful toward developing targeted therapies in each subtype.
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Affiliation(s)
- Mona Sadeghalvad
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.,Cancer Immunology Project (CIP), Universal Scientific Education and Research Network (USERN), Tehran, Iran.,Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Hamid-Reza Mohammadi-Motlagh
- Medical Biology Research Center, Health Technology Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nima Rezaei
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran. .,Research Center for Immunodeficiencies, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran. .,Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran. .,Children's Medical Center Hospital, Dr Qarib St, Keshavarz Blvd, 14194, Tehran, Iran.
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17
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Yoon G, Carroll RJ, Gaynanova I. Sparse semiparametric canonical correlation analysis for data of mixed types. Biometrika 2020; 107:609-625. [PMID: 34621080 PMCID: PMC8494134 DOI: 10.1093/biomet/asaa007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Canonical correlation analysis investigates linear relationships between two sets of variables, but often works poorly on modern datasets due to high-dimensionality and mixed data types (continuous/binary/zero-inflated). We propose a new approach for sparse canonical correlation analysis of mixed data types that does not require explicit parametric assumptions. Our main contribution is the use of truncated latent Gaussian copula to model the data with excess zeroes, which allows us to derive a rank-based estimator of latent correlation matrix without the estimation of marginal transformation functions. The resulting semiparametric sparse canonical correlation analysis method works well in high-dimensional settings as demonstrated via numerical studies, and application to the analysis of association between gene expression and micro RNA data of breast cancer patients.
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Affiliation(s)
- Grace Yoon
- Department of Statistics, Texas A&M University, College Station, Texas 77843, U.S.A
| | - Raymond J Carroll
- Department of Statistics, Texas A&M University, College Station, Texas 77843, U.S.A
| | - Irina Gaynanova
- Department of Statistics, Texas A&M University, College Station, Texas 77843, U.S.A
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18
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Amjad E, Asnaashari S, Sokouti B, Dastmalchi S. Systems biology comprehensive analysis on breast cancer for identification of key gene modules and genes associated with TNM-based clinical stages. Sci Rep 2020; 10:10816. [PMID: 32616754 PMCID: PMC7331704 DOI: 10.1038/s41598-020-67643-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 06/12/2020] [Indexed: 12/11/2022] Open
Abstract
Breast cancer (BC), as one of the leading causes of death among women, comprises several subtypes with controversial and poor prognosis. Considering the TNM (tumor, lymph node, metastasis) based classification for staging of breast cancer, it is essential to diagnose the disease at early stages. The present study aims to take advantage of the systems biology approach on genome wide gene expression profiling datasets to identify the potential biomarkers involved at stage I, stage II, stage III, and stage IV as well as in the integrated group. Three HER2-negative breast cancer microarray datasets were retrieved from the GEO database, including normal, stage I, stage II, stage III, and stage IV samples. Additionally, one dataset was also extracted to test the developed predictive models trained on the three datasets. The analysis of gene expression profiles to identify differentially expressed genes (DEGs) was performed after preprocessing and normalization of data. Then, statistically significant prioritized DEGs were used to construct protein-protein interaction networks for the stages for module analysis and biomarker identification. Furthermore, the prioritized DEGs were used to determine the involved GO enrichment and KEGG signaling pathways at various stages of the breast cancer. The recurrence survival rate analysis of the identified gene biomarkers was conducted based on Kaplan-Meier methodology. Furthermore, the identified genes were validated not only by using several classification models but also through screening the experimental literature reports on the target genes. Fourteen (21 genes), nine (17 genes), eight (10 genes), four (7 genes), and six (8 genes) gene modules (total of 53 unique genes out of 63 genes with involving those with the same connectivity degree) were identified for stage I, stage II, stage III, stage IV, and the integrated group. Moreover, SMC4, FN1, FOS, JUN, and KIF11 and RACGAP1 genes with the highest connectivity degrees were in module 1 for abovementioned stages, respectively. The biological processes, cellular components, and molecular functions were demonstrated for outcomes of GO analysis and KEGG pathway assessment. Additionally, the Kaplan-Meier analysis revealed that 33 genes were found to be significant while considering the recurrence-free survival rate as an alternative to overall survival rate. Furthermore, the machine learning calcification models show good performance on the determined biomarkers. Moreover, the literature reports have confirmed all of the identified gene biomarkers for breast cancer. According to the literature evidence, the identified hub genes are highly correlated with HER2-negative breast cancer. The 53-mRNA signature might be a potential gene set for TNM based stages as well as possible therapeutics with potentially good performance in predicting and managing recurrence-free survival rates at stages I, II, III, and IV as well as in the integrated group. Moreover, the identified genes for the TNM-based stages can also be used as mRNA profile signatures to determine the current stage of the breast cancer.
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Affiliation(s)
- Elham Amjad
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Solmaz Asnaashari
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Babak Sokouti
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Siavoush Dastmalchi
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
- School of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran.
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19
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Holloran SM, Nosirov B, Walter KR, Trinca GM, Lai Z, Jin VX, Hagan CR. Reciprocal fine-tuning of progesterone and prolactin-regulated gene expression in breast cancer cells. Mol Cell Endocrinol 2020; 511:110859. [PMID: 32407979 PMCID: PMC8941988 DOI: 10.1016/j.mce.2020.110859] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/22/2020] [Accepted: 05/01/2020] [Indexed: 12/13/2022]
Abstract
Progesterone and prolactin are two key hormones involved in development and remodeling of the mammary gland. As such, both hormones have been linked to breast cancer. Despite the overlap between biological processes ascribed to these two hormones, little is known about how co-expression of both hormones affects their individual actions. Progesterone and prolactin exert many of their effects on the mammary gland through activation of gene expression, either directly (progesterone, binding to the progesterone receptor [PR]) or indirectly (multiple transcription factors being activated downstream of prolactin, most notably STAT5). Using RNA-seq in T47D breast cancer cells, we characterized the gene expression programs regulated by progestin and prolactin, either alone or in combination. We found significant crosstalk and fine-tuning between the transcriptional programs executed by each hormone independently and in combination. We divided and characterized the transcriptional programs into four broad categories. All crosstalk/fine-tuning shown to be modulated by progesterone was dependent upon the expression of PR. Moreover, PR was recruited to enhancer regions of all regulated genes. Interestingly, despite the canonical role for STAT5 in transducing prolactin-signaling in the normal and lactating mammary gland, very few of the prolactin-regulated transcriptional programs fine-tuned by progesterone in this breast cancer cell line model system were in fact dependent upon STAT5. Cumulatively, these data suggest that the interplay of progesterone and prolactin in breast cancer impacts gene expression in a more complex and nuanced manner than previously thought, and likely through different transcriptional regulators than those observed in the normal mammary gland. Studying gene regulation when both hormones are present is most clinically relevant, particularly in the context of breast cancer.
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Affiliation(s)
- Sean M Holloran
- Department of Biochemistry and Molecular Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA; Department of Cancer Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Bakhtiyor Nosirov
- Department of Molecular Medicine, University of Texas Health San Antonio (UTHSA), San Antonio, TX, 78229, USA
| | - Katherine R Walter
- Department of Biochemistry and Molecular Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA; Department of Cancer Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Gloria M Trinca
- Department of Biochemistry and Molecular Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA; Department of Cancer Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Zhao Lai
- Department of Molecular Medicine, University of Texas Health San Antonio (UTHSA), San Antonio, TX, 78229, USA; Greehey Children's Cancer Research Institute, University of Texas Health San Antonio (UTHSA), San Antonio, TX, 78229, USA
| | - Victor X Jin
- Department of Molecular Medicine, University of Texas Health San Antonio (UTHSA), San Antonio, TX, 78229, USA
| | - Christy R Hagan
- Department of Biochemistry and Molecular Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA; Department of Cancer Biology, University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS, 66160, USA.
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20
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Harnessing Gene Expression Profiles for the Identification of Ex Vivo Drug Response Genes in Pediatric Acute Myeloid Leukemia. Cancers (Basel) 2020; 12:cancers12051247. [PMID: 32429253 PMCID: PMC7281398 DOI: 10.3390/cancers12051247] [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: 04/21/2020] [Revised: 05/06/2020] [Accepted: 05/12/2020] [Indexed: 12/28/2022] Open
Abstract
Novel treatment strategies are of paramount importance to improve clinical outcomes in pediatric AML. Since chemotherapy is likely to remain the cornerstone of curative treatment of AML, insights in the molecular mechanisms that determine its cytotoxic effects could aid further treatment optimization. To assess which genes and pathways are implicated in tumor drug resistance, we correlated ex vivo drug response data to genome-wide gene expression profiles of 73 primary pediatric AML samples obtained at initial diagnosis. Ex vivo response of primary AML blasts towards cytarabine (Ara C), daunorubicin (DNR), etoposide (VP16), and cladribine (2-CdA) was associated with the expression of 101, 345, 206, and 599 genes, respectively (p < 0.001, FDR 0.004–0.416). Microarray based expression of multiple genes was technically validated using qRT-PCR for a selection of genes. Moreover, expression levels of BRE, HIF1A, and CLEC7A were confirmed to be significantly (p < 0.05) associated with ex vivo drug response in an independent set of 48 primary pediatric AML patients. We present unique data that addresses transcriptomic analyses of the mechanisms underlying ex vivo drug response of primary tumor samples. Our data suggest that distinct gene expression profiles are associated with ex vivo drug response, and may confer a priori drug resistance in leukemic cells. The described associations represent a fundament for the development of interventions to overcome drug resistance in AML, and maximize the benefits of current chemotherapy for sensitive patients.
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Piggin CL, Roden DL, Law AMK, Molloy MP, Krisp C, Swarbrick A, Naylor MJ, Kalyuga M, Kaplan W, Oakes SR, Gallego-Ortega D, Clark SJ, Carroll JS, Bartonicek N, Ormandy CJ. ELF5 modulates the estrogen receptor cistrome in breast cancer. PLoS Genet 2020; 16:e1008531. [PMID: 31895944 PMCID: PMC6959601 DOI: 10.1371/journal.pgen.1008531] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 01/14/2020] [Accepted: 11/20/2019] [Indexed: 11/28/2022] Open
Abstract
Acquired resistance to endocrine therapy is responsible for half of the therapeutic failures in the treatment of breast cancer. Recent findings have implicated increased expression of the ETS transcription factor ELF5 as a potential modulator of estrogen action and driver of endocrine resistance, and here we provide the first insight into the mechanisms by which ELF5 modulates estrogen sensitivity. Using chromatin immunoprecipitation sequencing we found that ELF5 binding overlapped with FOXA1 and ER at super enhancers, enhancers and promoters, and when elevated, caused FOXA1 and ER to bind to new regions of the genome, in a pattern that replicated the alterations to the ER/FOXA1 cistrome caused by the acquisition of resistance to endocrine therapy. RNA sequencing demonstrated that these changes altered estrogen-driven patterns of gene expression, the expression of ER transcription-complex members, and 6 genes known to be involved in driving the acquisition of endocrine resistance. Using rapid immunoprecipitation mass spectrometry of endogenous proteins, and proximity ligation assays, we found that ELF5 interacted physically with members of the ER transcription complex, such as DNA-PKcs. We found 2 cases of endocrine-resistant brain metastases where ELF5 levels were greatly increased and ELF5 patterns of gene expression were enriched, compared to the matched primary tumour. Thus ELF5 alters ER-driven gene expression by modulating the ER/FOXA1 cistrome, by interacting with it, and by modulating the expression of members of the ER transcriptional complex, providing multiple mechanisms by which ELF5 can drive endocrine resistance.
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Affiliation(s)
- Catherine L. Piggin
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Daniel L. Roden
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Andrew M. K. Law
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Mark P. Molloy
- Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Christoph Krisp
- Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Alexander Swarbrick
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Matthew J. Naylor
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
- School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Maria Kalyuga
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Warren Kaplan
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Samantha R. Oakes
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - David Gallego-Ortega
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Susan J. Clark
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Jason S. Carroll
- Cancer Research UK Cambridge Research Institute, Li Ka Shing Centre Robinson Way, Cambridge, United Kingdom
| | - Nenad Bartonicek
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
| | - Christopher J. Ormandy
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Victoria Street Darlinghurst Sydney, NSW, Australia
- St Vincent’s Clinical School, Faculty of Medicine, UNSW Sydney, Australia
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Zhong G, Lou W, Shen Q, Yu K, Zheng Y. Identification of key genes as potential biomarkers for triple‑negative breast cancer using integrating genomics analysis. Mol Med Rep 2019; 21:557-566. [PMID: 31974598 PMCID: PMC6947886 DOI: 10.3892/mmr.2019.10867] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Accepted: 08/30/2019] [Indexed: 12/19/2022] Open
Abstract
Triple-negative breast cancer (TNBC) accounts for the worst prognosis of all types of breast cancers due to a high risk of recurrence and a lack of targeted therapeutic options. Extensive effort is required to identify novel targets for TNBC. In the present study, a robust rank aggregation (RRA) analysis based on genome-wide gene expression datasets involving TNBC patients from the Gene Expression Omnibus (GEO) database was performed to identify key genes associated with TNBC. A total of 194 highly ranked differentially expressed genes (DEGs) were identified in TNBC vs. non-TNBC. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes pathway (KEGG) enrichment analysis was utilized to explore the biological functions of the identified genes. These DEGs were mainly involved in the biological processes termed positive regulation of transcription from RNA polymerase II promoter, negative regulation of apoptotic process, response to drug, response to estradiol and negative regulation of cell growth. Genes were mainly involved in the KEGG pathway termed estrogen signaling pathway. The aberrant expression of several randomly selected DEGs were further validated in cell lines, clinical tissues and The Cancer Genome Atlas (TCGA) cohort. Furthermore, all the top-ranked DEGs underwent survival analysis using TCGA database, of which overexpression of 4 genes (FABP7, ART3, CT83, and TTYH1) were positively correlated to the life expectancy (P<0.05) of TNBC patients. In addition, a model consisting of two genes (FABP7 and CT83) was identified to be significantly associated with the overall survival (OS) of TNBC patients by means of Cox regression, Kaplan-Meier, and receiver operating characteristic (ROC) analyses. In conclusion, the present study identified a number of key genes as potential biomarkers involved in TNBC, which provide novel insights into the tumorigenesis of TNBC at the gene level and may serve as independent prognostic factors for TNBC prognosis.
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Affiliation(s)
- Guansheng Zhong
- Department of Thyroid and Breast Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang 310014, P.R. China
| | - Weiyang Lou
- Program of Innovative Therapeutics, First Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang 310014, P.R. China
| | - Qinyan Shen
- Department of Surgical Oncology, Dongyang People's Hospital of Zhejiang, Dongyang, Zhejiang 322100, P.R. China
| | - Kun Yu
- Department of Thyroid and Breast Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang 310014, P.R. China
| | - Yajuan Zheng
- Department of Thyroid and Breast Surgery, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, Zhejiang 310014, P.R. China
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23
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Swahn H, Sabith Ebron J, Lamar K, Yin S, Kerschner JL, NandyMazumdar M, Coppola C, Mendenhall EM, Leir S, Harris A. Coordinate regulation of ELF5 and EHF at the chr11p13 CF modifier region. J Cell Mol Med 2019; 23:7726-7740. [PMID: 31557407 PMCID: PMC6815777 DOI: 10.1111/jcmm.14646] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 08/02/2019] [Accepted: 08/10/2019] [Indexed: 12/21/2022] Open
Abstract
E74-like factor 5 (ELF5) and ETS-homologous factor (EHF) are epithelial selective ETS family transcription factors (TFs) encoded by genes at chr11p13, a region associated with cystic fibrosis (CF) lung disease severity. EHF controls many key processes in lung epithelial function so its regulatory mechanisms are important. Using CRISPR/Cas9 technology, we removed three key cis-regulatory elements (CREs) from the chr11p13 region and also activated multiple open chromatin sites with CRISPRa in airway epithelial cells. Deletion of the CREs caused subtle changes in chromatin architecture and site-specific increases in EHF and ELF5. CRISPRa had most effect on ELF5 transcription. ELF5 levels are low in airway cells but higher in LNCaP (prostate) and T47D (breast) cancer cells. ATAC-seq in these lines revealed novel peaks of open chromatin at the 5' end of chr11p13 associated with an expressed ELF5 gene. Furthermore, 4C-seq assays identified direct interactions between the active ELF5 promoter and sites within the EHF locus, suggesting coordinate regulation between these TFs. ChIP-seq for ELF5 in T47D cells revealed ELF5 occupancy within EHF introns 1 and 6, and siRNA-mediated depletion of ELF5 enhanced EHF expression. These results define a new role for ELF5 in lung epithelial biology.
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Affiliation(s)
- Hannah Swahn
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Jey Sabith Ebron
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Kay‐Marie Lamar
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Shiyi Yin
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Jenny L. Kerschner
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Monali NandyMazumdar
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Candice Coppola
- Department of Biological SciencesUniversity of Alabama in HuntsvilleHuntsvilleALUSA
| | - Eric M. Mendenhall
- Department of Biological SciencesUniversity of Alabama in HuntsvilleHuntsvilleALUSA
| | - Shih‐Hsing Leir
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
| | - Ann Harris
- Department of Genetics and Genome SciencesCase Western Reserve UniversityClevelandOHUSA
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Fu NY, Nolan E, Lindeman GJ, Visvader JE. Stem Cells and the Differentiation Hierarchy in Mammary Gland Development. Physiol Rev 2019; 100:489-523. [PMID: 31539305 DOI: 10.1152/physrev.00040.2018] [Citation(s) in RCA: 154] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
The mammary gland is a highly dynamic organ that undergoes profound changes within its epithelium during puberty and the reproductive cycle. These changes are fueled by dedicated stem and progenitor cells. Both short- and long-lived lineage-restricted progenitors have been identified in adult tissue as well as a small pool of multipotent mammary stem cells (MaSCs), reflecting intrinsic complexity within the epithelial hierarchy. While unipotent progenitor cells predominantly execute day-to-day homeostasis and postnatal morphogenesis during puberty and pregnancy, multipotent MaSCs have been implicated in coordinating alveologenesis and long-term ductal maintenance. Nonetheless, the multipotency of stem cells in the adult remains controversial. The advent of large-scale single-cell molecular profiling has revealed striking changes in the gene expression landscape through ontogeny and the presence of transient intermediate populations. An increasing number of lineage cell-fate determination factors and potential niche regulators have now been mapped along the hierarchy, with many implicated in breast carcinogenesis. The emerging diversity among stem and progenitor populations of the mammary epithelium is likely to underpin the heterogeneity that characterizes breast cancer.
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Affiliation(s)
- Nai Yang Fu
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore; Tumour-Host Interaction Laboratory, Francis Crick Institute, London, United Kingdom; Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia; Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; and Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
| | - Emma Nolan
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore; Tumour-Host Interaction Laboratory, Francis Crick Institute, London, United Kingdom; Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia; Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; and Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
| | - Geoffrey J Lindeman
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore; Tumour-Host Interaction Laboratory, Francis Crick Institute, London, United Kingdom; Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia; Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; and Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
| | - Jane E Visvader
- Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore; Tumour-Host Interaction Laboratory, Francis Crick Institute, London, United Kingdom; Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia; Royal Melbourne Hospital and Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; and Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
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25
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Zhang F, Cui Y. Dysregulation of DNA methylation patterns may identify patients with breast cancer resistant to endocrine therapy: A predictive classifier based on differentially methylated regions. Oncol Lett 2019; 18:1287-1303. [PMID: 31423189 PMCID: PMC6607238 DOI: 10.3892/ol.2019.10405] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2018] [Accepted: 04/15/2019] [Indexed: 02/06/2023] Open
Abstract
Endocrine therapy (ET) is one of a number of targeted therapies for estrogen receptor-positive breast cancer (BRCA); however, resistance to ET has become the primary issue affecting treatment outcome. In the present study, a predictive classifier was created using a DNA methylation dataset to identify patients susceptible to endocrine resistance. DNA methylation and RNA sequencing data, and the clinicopathological features of BRCA, were obtained from The Cancer Genome Atlas. Stringent criteria were set to select and classify patients into two groups, namely those resistant to ET (n=11) and sensitive to ET (n=21) groups. Bump hunting analysis revealed that 502 out of 135,418 genomic regions were differentially methylated between these two groups; these regions were differentially methylated regions (DMRs). The majority of the CpG sites contained in the DMRs mapped to the promoter region. Functional enrichment analyses indicated that a total of 562 specific genes encompassing these DMRs were primarily associated with 'biological progress of organ morphogenesis and development' and 'cell-cell adhesion' gene ontologies. Logistic regression and Pearson's correlation analysis were conducted to construct a predictive classifier for distinguishing patients resistant or sensitive to ET. The highest areas under the curve and relatively low Akaike information criterion values were associated with a total of 60 DMRs; a risk score retained from this classifier was revealed to be an unfavorable predictor of survival in two additional independent datasets. Furthermore, the majority of genes (55/63) exhibited a statistically significant association between DNA methylation and mRNA expression (P<0.05). The association between the mRNA expression of a number of genes (namely calcium release activated channel regulator 2A, Schlafen family member 12, chromosome 3 open reading frame 18, zinc finger protein 880, dual oxidase 1, major histocompatibility complex, class II, DP β1, C-terminal binding protein 1, ALG13 UDP-N-acetylglucosaminyltransferase subunit and RAS protein activator like 2) and the prognosis of patients with estrogen receptor-positive BRCA and ET resistance was determined using Kaplan-Meier Plotter. In summary, the predictive classifier proposed in the present study may aid the identification of patients sensitive or resistant to ET, and numerous genes maybe potential therapeutic targets to delay the development of resistance to ET.
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Affiliation(s)
- Fan Zhang
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong 515041, P.R. China
| | - Yukun Cui
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong 515041, P.R. China
- Correspondence to: Professor Yukun Cui, Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, 7 Raoping Road, Shantou, Guangdong 515041, P.R. China, E-mail:
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26
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Luk IY, Reehorst CM, Mariadason JM. ELF3, ELF5, EHF and SPDEF Transcription Factors in Tissue Homeostasis and Cancer. Molecules 2018; 23:molecules23092191. [PMID: 30200227 PMCID: PMC6225137 DOI: 10.3390/molecules23092191] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 08/23/2018] [Accepted: 08/23/2018] [Indexed: 02/07/2023] Open
Abstract
The epithelium-specific ETS (ESE) transcription factors (ELF3, ELF5, EHF and SPDEF) are defined by their highly conserved ETS DNA binding domain and predominant epithelial-specific expression profile. ESE transcription factors maintain normal cell homeostasis and differentiation of a number of epithelial tissues, and their genetic alteration and deregulated expression has been linked to the progression of several epithelial cancers. Herein we review the normal function of the ESE transcription factors, the mechanisms by which they are dysregulated in cancers, and the current evidence for their role in cancer progression. Finally, we discuss potential therapeutic strategies for targeting or reactivating these factors as a novel means of cancer treatment.
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Affiliation(s)
- Ian Y Luk
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia.
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia.
| | - Camilla M Reehorst
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia.
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia.
| | - John M Mariadason
- Olivia Newton-John Cancer Research Institute, Heidelberg, Victoria 3084, Australia.
- School of Cancer Medicine, La Trobe University, Bundoora, Victoria 3086, Australia.
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Yang H, Yan H. Expression of ELF5 in endometrial carcinoma tissues and its clinical significance. Oncol Lett 2018; 16:3473-3480. [PMID: 30127951 PMCID: PMC6096175 DOI: 10.3892/ol.2018.9093] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 05/22/2018] [Indexed: 12/29/2022] Open
Abstract
Expression of E74-like factor 5 (ELF5) in endometrial carcinoma tissues and its clinical significance were investigated. Eighty-four endometrial carcinoma tissues, 30 cases of atypical hyperplasia of endometrium and 30 cases of normal endometrial tissues were selected. Immunohistochemical method was utilized to detect the expression of ELF5 in different endometrial tissues. Moreover, its correlation with clinical pathological indexes of patients with endometrial carcinoma was analyzed. The postoperative follow-up was conducted in all the patients with endometrial carcinoma until June 30th, 2017. The Kaplan-Meier method was used for survival analysis so as to analyze the association of ELF5 expression level with clinical pathological indexes; Cox's proportional hazards regression model was utilized for univariate and multivariate analyses to screen independent risk factors for prognosis of endometrial carcinoma. In normal endometrial tissues, atypical hyperplasia and endometrial carcinoma tissues, the positive expression rates of ELF5 showed a decreased tendency (P=0.016). The positive expression rate of ELF5 in endometrial carcinoma tissues was lower in comparison to normal endometrial tissues (P=0.016). The expression of ELF5 was in accordance with the International Federation of Gynecology and Obstetrics (FIGO) staging of endometrial carcinoma (P<0.05), pathological grading (P<0.05), pathological typing (P=0.001), state of lymph node metastasis (P<0.05) and depth of myometrial invasion (P<0.05). Kaplan-Meier method for survival analysis showed that the average survival time of patients with negative ELF5 expression was shorter in comparison to the patients with positive expression (P=0.004). FIGO staging (P=0.004), pathological grading (P=0.048), depth of myometrial invasion (P=0.024) and lymph node metastasis (P=0.020) were related to the prognosis of patients with endometrial carcinoma, The univariate Cox's regression model analysis indicated that FIGO staging (P=0.010), pathological grading (P=0.040), depth of myometrial invasion (P=0.037), lymph node metastasis (P=0.029) and ELF5 (P=0.010) were associated with the prognosis of patients with endometrial carcinoma. Further, multivariate analysis revealed that ELF5 was an independent risk factor for prognosis of patients with endometrial carcinoma (P=0.035). The expression of ELF5 has a correlation with the occurrence, development and prognosis of endometrial carcinoma.
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Affiliation(s)
- He Yang
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu 221004, P.R. China
| | - Hongchao Yan
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221006, P.R. China
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Age-related gene expression in luminal epithelial cells is driven by a microenvironment made from myoepithelial cells. Aging (Albany NY) 2018; 9:2026-2051. [PMID: 29016359 PMCID: PMC5680554 DOI: 10.18632/aging.101298] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 09/28/2017] [Indexed: 12/24/2022]
Abstract
Luminal epithelial cells in the breast gradually alter gene and protein expression with age, appearing to lose lineage-specificity by acquiring myoepithelial-like characteristics. We hypothesize that the luminal lineage is particularly sensitive to microenvironment changes, and age-related microenvironment changes cause altered luminal cell phenotypes. To evaluate the effects of different microenvironments on the fidelity of epigenetically regulated luminal and myoepithelial gene expression, we generated a set of lineage-specific probes for genes that are controlled through DNA methylation. Culturing primary luminal cells under conditions that favor myoepithelial propogation led to their reprogramming at the level of gene methylation, and to a more myoepithelial-like expression profile. Primary luminal cells' lineage-specific gene expression could be maintained when they were cultured as bilayers with primary myoepithelial cells. Isogenic stromal fibroblast co-cultures were unable to maintain the luminal phenotype. Mixed-age luminal-myoepithelial bilayers revealed that luminal cells adopt transcription and methylation patterns consistent with the chronological age of the myoepithelial cells. We provide evidence that the luminal epithelial phenotype is exquisitely sensitive to microenvironment conditions, and that states of aging are cell non-autonomously communicated through microenvironment cues over at least one cell diameter.
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29
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Padua MB, Bhat-Nakshatri P, Anjanappa M, Prasad MS, Hao Y, Rao X, Liu S, Wan J, Liu Y, McElyea K, Jacobsen M, Sandusky G, Althouse S, Perkins S, Nakshatri H. Dependence receptor UNC5A restricts luminal to basal breast cancer plasticity and metastasis. Breast Cancer Res 2018; 20:35. [PMID: 29720215 PMCID: PMC5932758 DOI: 10.1186/s13058-018-0963-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 03/23/2018] [Indexed: 12/18/2022] Open
Abstract
Background The majority of estrogen receptor-positive (ERα+) breast cancers respond to endocrine therapies. However, resistance to endocrine therapies is common in 30% of cases, which may be due to altered ERα signaling and/or enhanced plasticity of cancer cells leading to breast cancer subtype conversion. The mechanisms leading to enhanced plasticity of ERα-positive cancer cells are unknown. Methods We used short hairpin (sh)RNA and/or the CRISPR/Cas9 system to knockdown the expression of the dependence receptor UNC5A in ERα+ MCF7 and T-47D cell lines. RNA-seq, quantitative reverse transcription polymerase chain reaction, chromatin immunoprecipitation, and Western blotting were used to measure the effect of UNC5A knockdown on basal and estradiol (E2)-regulated gene expression. Mammosphere assay, flow cytometry, and immunofluorescence were used to determine the role of UNC5A in restricting plasticity. Xenograft models were used to measure the effect of UNC5A knockdown on tumor growth and metastasis. Tissue microarray and immunohistochemistry were utilized to determine the prognostic value of UNC5A in breast cancer. Log-rank test, one-way, and two-way analysis of variance (ANOVA) were used for statistical analyses. Results Knockdown of the E2-inducible UNC5A resulted in altered basal gene expression affecting plasma membrane integrity and ERα signaling, as evident from ligand-independent activity of ERα, altered turnover of phosphorylated ERα, unique E2-dependent expression of genes effecting histone demethylase activity, enhanced upregulation of E2-inducible genes such as BCL2, and E2-independent tumorigenesis accompanied by multiorgan metastases. UNC5A depletion led to the appearance of a luminal/basal hybrid phenotype supported by elevated expression of basal/stem cell-enriched ∆Np63, CD44, CD49f, epidermal growth factor receptor (EGFR), and the lymphatic vessel permeability factor NTN4, but lower expression of luminal/alveolar differentiation-associated ELF5 while maintaining functional ERα. In addition, UNC5A-depleted cells acquired bipotent luminal progenitor characteristics based on KRT14+/KRT19+ and CD49f+/EpCAM+ phenotype. Consistent with in vitro results, UNC5A expression negatively correlated with EGFR expression in breast tumors, and lower expression of UNC5A, particularly in ERα+/PR+/HER2− tumors, was associated with poor outcome. Conclusion These studies reveal an unexpected role of the axon guidance receptor UNC5A in fine-tuning ERα and EGFR signaling and the luminal progenitor status of hormone-sensitive breast cancers. Furthermore, UNC5A knockdown cells provide an ideal model system to investigate metastasis of ERα+ breast cancers. Electronic supplementary material The online version of this article (10.1186/s13058-018-0963-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maria B Padua
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Present Address: Department of Pediatrics and Herman B. Wells Center for Pediatrics Research, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Manjushree Anjanappa
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Mayuri S Prasad
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Yangyang Hao
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Xi Rao
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Sheng Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Jun Wan
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Yunlong Liu
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Kyle McElyea
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Max Jacobsen
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - George Sandusky
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Sandra Althouse
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Susan Perkins
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Harikrishna Nakshatri
- Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, 46202, USA. .,Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA. .,Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, 46202, USA. .,VA Roudebush Medical Center, C218C, 980 West Walnut St, Indianapolis, IN, 46202, USA.
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Effect of the normal mammary differentiation regulator ELF5 upon clinical outcomes of triple negative breast cancers patients. Breast Cancer 2018; 25:489-496. [PMID: 29396764 DOI: 10.1007/s12282-018-0842-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 01/28/2018] [Indexed: 01/01/2023]
Abstract
BACKGROUND Elf5 is a transcription factor previously shown to be involved in regulating cell differentiation in both normal and pathological breast tissues. Pertinently, Elf5 was reported to interact with the FOXA1 transcription factor, a pivotal regulatory factor in a subset of AR overexpressing triple negative cancer (TNBC) cases. METHODS We examined the correlation among AR, FOXA1, and Elf5 expression in a series of TNBC cases. The cases were retrieved from surgical pathological files of Tohoku University Hospital Japan and consisted of 60 cases operated between the year 1999 and 2007. An additional cohort cases of 51 TNBC ductal carcinoma in situ was used to compare invasive and non-invasive TNBC. RESULTS In our cohort, 47% of all carcinomas were positive for Elf5, with a significantly higher proportion of Elf5 positive cases occurring in the younger age groups (p = 0.0061). Elf5 immunoreactivity was not associated with any other clinicopathological factors examined in this study. However, Elf5 expression was associated with decreased overall and disease-free survival of the patients (Peto-Peto modification of Gehan-Wilcoxon test, OS p = 0.132, DFS p = 0.1 (LI cutoff 10%); OS p = 0.038, DFS p = 0.021 (LI cutoff 50%)). Of particular interest, its effects on survival were more pronounced in the EGFR-/CK5/6- (non-basal surrogate) than the EGFR+ and/or CK5/6+ (basal-surrogate) subtype of TNBC. CONCLUSIONS Elf5 is present in TNBC and its status was significantly correlated with overall survival of the patients. Further studies examining possible interactions between Elf5 and other factors in TNBC could contribute to disentangling TNBC biology.
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NSD1 inactivation defines an immune cold, DNA hypomethylated subtype in squamous cell carcinoma. Sci Rep 2017; 7:17064. [PMID: 29213088 PMCID: PMC5719078 DOI: 10.1038/s41598-017-17298-x] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 11/22/2017] [Indexed: 12/14/2022] Open
Abstract
Chromatin modifying enzymes are frequently mutated in cancer, resulting in widespread epigenetic deregulation. Recent reports indicate that inactivating mutations in the histone methyltransferase NSD1 define an intrinsic subtype of head and neck squamous cell carcinoma (HNSC) that features pronounced DNA hypomethylation. Here, we describe a similar hypomethylated subtype of lung squamous cell carcinoma (LUSC) that is enriched for both inactivating mutations and deletions in NSD1. The ‘NSD1 subtypes’ of HNSC and LUSC are highly correlated at the DNA methylation and gene expression levels, featuring ectopic expression of developmental transcription factors and genes that are also hypomethylated in Sotos syndrome, a congenital disorder caused by germline NSD1 mutations. Further, the NSD1 subtype of HNSC displays an ‘immune cold’ phenotype characterized by low infiltration of tumor-associated leukocytes, particularly macrophages and CD8+ T cells, as well as low expression of genes encoding the immunotherapy target PD-1 immune checkpoint receptor and its ligands. Using an in vivo model, we demonstrate that NSD1 inactivation results in reduced T cell infiltration into the tumor microenvironment, implicating NSD1 as a tumor cell-intrinsic driver of an immune cold phenotype. NSD1 inactivation therefore causes epigenetic deregulation across cancer sites, and has implications for immunotherapy.
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32
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The SOX11 transcription factor is a critical regulator of basal-like breast cancer growth, invasion, and basal-like gene expression. Oncotarget 2017; 7:13106-21. [PMID: 26894864 PMCID: PMC4914345 DOI: 10.18632/oncotarget.7437] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 01/26/2016] [Indexed: 01/03/2023] Open
Abstract
Basal-like breast cancers (BLBCs) are aggressive breast cancers associated with poor survival. Defining the key drivers of BLBC growth will allow identification of molecules for targeted therapy. In this study, we performed a primary screen integrating multiple assays that compare transcription factor expression and activity in BLBC and non-BLBC at the RNA, DNA, and protein levels. This integrated screen identified 33 transcription factors that were elevated in BLBC in multiple assays comparing mRNA expression, DNA cis-element sequences, or protein DNA-binding activity. In a secondary screen to identify transcription factors critical for BLBC cell growth, 8 of the 33 candidate transcription factors (TFs) were found to be necessary for growth in at least two of three BLBC cell lines. Of these 8 transcription factors, SOX11 was the only transcription factor required for BLBC growth, but not for growth of non-BLBC cells. Our studies demonstrate that SOX11 is a critical regulator of multiple BLBC phenotypes, including growth, migration, invasion, and expression of signature BLBC genes. High SOX11 expression was also found to be an independent prognostic indicator of poor survival in women with breast cancer. These results identify SOX11 as a potential target for the treatment of BLBC, the most aggressive form of breast cancer.
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33
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Gao B, Qu Y, Han B, Nagaoka Y, Katsumata M, Deng N, Bose S, Jin L, Giuliano AE, Cui X. Inhibition of lobuloalveolar development by FOXC1 overexpression in the mouse mammary gland. Sci Rep 2017; 7:14017. [PMID: 29070831 PMCID: PMC5656618 DOI: 10.1038/s41598-017-14342-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 10/10/2017] [Indexed: 11/09/2022] Open
Abstract
The forkhead box transcription factor FOXC1 plays a critical role in embryogenesis and the development of many organs. Its mutations and high expression are associated with many human diseases including breast cancer. Although FOXC1 knockout mouse studies showed that it is not required for mammary gland development during puberty, it is not clear whether its overexpression alters normal mammary development in vivo. To address this question, we generated transgenic mice with mammary-specific FOXC1 overexpression. We report that transgenic FOXC1 overexpression suppresses lobuloalveologenesis and lactation in mice. This phenotype is associated with higher percentages of estrogen receptor-, progesterone receptor-, or ki67-positive mammary epithelial cells in the transgenic mice at the lactation stage. We also show that expression of the Elf5 transcription factor, a master regulator of mammary alveologenesis and luminal cell differentiation, is markedly reduced in mammary epithelial cells of transgenic mice. Likewise, levels of activated Stat5, another inducer of alveolar expansion and a known mediator of the Elf5 effect, are also lowered in those cells. In contrast, the cytokeratin 8-positive mammary cell population with progenitor properties is elevated in the transgenic mice at the lactation stage, suggesting inhibition of mammary cell differentiation. These results may implicate FOXC1 as a new important regulator of mammary gland development.
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Affiliation(s)
- Bowen Gao
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Ying Qu
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Bingchen Han
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Yoshiko Nagaoka
- Department of Biomedical Sciences, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Makoto Katsumata
- Department of Biomedical Sciences, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Nan Deng
- Biostatistics and Bioinformatics Research Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Shikha Bose
- Department of Pathology, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Liting Jin
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA.,Department of Breast Surgery, Hubei Cancer Hospital, Wuhan, Hubei, 430079,, China
| | - Armando E Giuliano
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA
| | - Xiaojiang Cui
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, 90048,, USA.
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Kar A, Gutierrez-Hartmann A. ESE-1/ELF3 mRNA expression associates with poor survival outcomes in HER2 + breast cancer patients and is critical for tumorigenesis in HER2 + breast cancer cells. Oncotarget 2017; 8:69622-69640. [PMID: 29050229 PMCID: PMC5642504 DOI: 10.18632/oncotarget.18710] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 05/23/2017] [Indexed: 12/25/2022] Open
Abstract
ESE-1/Elf3 and HER2 appear to establish a positive feedback regulatory loop, but the precise role of ESE-1 in HER2+ breast tumorigenesis remains unknown. Analyzing public repositories, we found that luminal B and HER2 subtype patients with high ESE-1 mRNA levels displayed worse relapse free survival. We stably knocked down ESE-1 in HER2+ luminal B BT474 cells and HER2 subtype SKBR3 cells, which resulted in decreased cell proliferation, colony formation, and anchorage-independent growth in vitro. Stable ESE-1 knockdown inhibited HER2-dependent signaling in BT474 cells and inhibited mTOR activation in SKBR3 cells, but reduced Akt signaling in both cell types. Expression of a constitutively-active Myr-Akt partially rescued the anti-proliferative effect of ESE-1 knockdown in both cell lines. Furthermore, ESE-1 knockdown inhibited cyclin D1, resulting in a G1 delay in both cell lines. Finally, ESE-1 knockdown completely inhibited BT474 cell xenograft tumors in NOD/SCID female mice, which correlated with reduced in vitro tumorsphere formation. Taken together, these results reveal the ESE-1 controls transformation via distinct upstream signaling mechanisms in SKBR3 and BT474 cells, which ultimately impinge on Akt and cyclin D1 in both cell types to regulate cell proliferation. Particularly significant is that ESE-1 controls tumorigenesis and is associated with worse clinical outcomes in HER2 breast cancer.
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Affiliation(s)
- Adwitiya Kar
- Cancer Biology Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Arthur Gutierrez-Hartmann
- Cancer Biology Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.,Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.,Department of Biochemistry & Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.,Program in Molecular Biology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
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35
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Sizemore GM, Pitarresi JR, Balakrishnan S, Ostrowski MC. The ETS family of oncogenic transcription factors in solid tumours. Nat Rev Cancer 2017; 17:337-351. [PMID: 28450705 DOI: 10.1038/nrc.2017.20] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Findings over the past decade have identified aberrant activation of the ETS transcription factor family throughout all stages of tumorigenesis. Specifically in solid tumours, gene rearrangement and amplification, feed-forward growth factor signalling loops, formation of gain-of-function co-regulatory complexes and novel cis-acting mutations in ETS target gene promoters can result in increased ETS activity. In turn, pro-oncogenic ETS signalling enhances tumorigenesis through a broad mechanistic toolbox that includes lineage specification and self-renewal, DNA damage and genome instability, epigenetics and metabolism. This Review discusses these different mechanisms of ETS activation and subsequent oncogenic implications, as well as the clinical utility of ETS factors.
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Affiliation(s)
- Gina M Sizemore
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Jason R Pitarresi
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Subhasree Balakrishnan
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
| | - Michael C Ostrowski
- The Comprehensive Cancer Center, The Ohio State University
- Department of Cancer Biology and Genetics, The Ohio State University, 598 Biomedical Research Tower, 460 W. 12th Avenue, Columbus, Ohio 43210, USA
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36
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Law AMK, Lim E, Ormandy CJ, Gallego-Ortega D. The innate and adaptive infiltrating immune systems as targets for breast cancer immunotherapy. Endocr Relat Cancer 2017; 24:R123-R144. [PMID: 28193698 PMCID: PMC5425956 DOI: 10.1530/erc-16-0404] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 02/13/2017] [Indexed: 12/15/2022]
Abstract
A cancer cell-centric view has long dominated the field of cancer biology. Research efforts have focussed on aberrant cancer cell signalling pathways and on changes to cancer cell DNA. Mounting evidence demonstrates that many cancer-associated cell types within the tumour stroma co-evolve and support tumour growth and development, greatly modifying cancer cell behaviour, facilitating invasion and metastasis and controlling dormancy and sensitivity to drug therapy. Thus, these stromal cells represent potential targets for cancer therapy. Among these cell types, immune cells have emerged as a promising target for therapy. The adaptive and the innate immune system play an important role in normal mammary development and breast cancer. The number of infiltrating adaptive immune system cells with tumour-rejecting capacity, primarily, T lymphocytes, is lower in breast cancer compared with other cancer types, but infiltration occurs in a large proportion of cases. There is strong evidence demonstrating the importance of the immunosuppressive role of the innate immune system during breast cancer progression. A consideration of components of both the innate and the adaptive immune system is essential for the design and development of immunotherapies in breast cancer. In this review, we focus on the importance of immunosuppressive myeloid-derived suppressor cells (MDSCs) as potential targets for breast cancer therapy.
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Affiliation(s)
- Andrew M K Law
- Tumour Development GroupThe Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- Cancer Biology LaboratoryThe Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Elgene Lim
- Connie Johnson Breast Cancer Research LaboratoryThe Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- St. Vincent's Clinical SchoolFaculty of Medicine, University of New South Wales Australia, Sydney, New South Wales, Australia
| | - Christopher J Ormandy
- Cancer Biology LaboratoryThe Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- St. Vincent's Clinical SchoolFaculty of Medicine, University of New South Wales Australia, Sydney, New South Wales, Australia
| | - David Gallego-Ortega
- Tumour Development GroupThe Kinghorn Cancer Centre, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
- St. Vincent's Clinical SchoolFaculty of Medicine, University of New South Wales Australia, Sydney, New South Wales, Australia
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37
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Yan H, Qiu L, Xie X, Yang H, Liu Y, Lin X, Huang H. ELF5 in epithelial ovarian carcinoma tissues and biological behavior in ovarian carcinoma cells. Oncol Rep 2017; 37:1412-1418. [PMID: 28184931 PMCID: PMC5364829 DOI: 10.3892/or.2017.5418] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Accepted: 01/23/2017] [Indexed: 01/09/2023] Open
Abstract
The expression of E74-like factor 5 (ELF5) in epithelial ovarian carcinoma tissues and its effects on biological behavior in ovarian carcinoma cells were assessed in search for a new approach for gene treatment of epithelial ovarian carcinoma. RT-PCR technology was applied to detect the expression of ELF5 mRNA in epithelial ovarian carcinoma (n=49), borderline ovarian epithelial tumor (n=19), benign ovarian epithelial tumor (n=31) and normal ovarian tissues (n=40). Then, we transfected recombinant plasmid pcDNA3.1‑ELF5+EGFP into human ovarian carcinoma SKOV3 cells (recombinant plasmid group) in vitro and screened out stably transfected cells to conduct multiplication culture. Western blot analysis was performed to detect the expression of ELF5 protein in the different groups. Flow cytometry was employed to detect cell apoptosis and cycles. ELF5 mRNA in epithelial ovarian carcinoma and borderline ovarian epithelial tumor tissues were significantly lower (P<0.05) than those in benign ovarian epithelial tumor and normal ovarian tissues. ELF5 protein expression in the cells of recombinant plasmid group was significantly higher compared with empty plasmid and blank control groups. The capacity of cell reproductive recombinant plasmid group at each time point decreased (P<0.05). Flow cytometry detection showed that 67.03% of cells in recombinant plasmid group was blocked in G0/G1 phase (P<0.05), compared with empty plasmid group (37.17%) and blank control group (38.24%). Apoptotic rate of recombinant plasmid group was significantly lower (31.4±1.9%; P<0.05), compared with that of empty plasmid group (9.1±2.2%) and blank control group (8.7±1.5%), and the differences were statistically significant. In conclusion, ELF5 interfered with cell cycle of human ovarian carcinoma SKOV3 cells and promoted apoptosis of human ovarian carcinoma SKOV3 cells inhibiting their growth and invasive capacity; and thus providing a new approach to gene treatment of ovarian carcinoma.
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Affiliation(s)
- Hongchao Yan
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
| | - Linglin Qiu
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
| | - Xiaolei Xie
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
| | - He Yang
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
| | - Yongli Liu
- Department of Obstetrics and Gynecology, The First People's Hospital of Xuzhou, Xuzhou, Jiangsu 221000, P.R. China
| | - Xiaoman Lin
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
| | - Hongxiang Huang
- Department of Obstetrics and Gynecology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu 221002, P.R. China
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38
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Brechbuhl HM, Finlay-Schultz J, Yamamoto TM, Gillen AE, Cittelly DM, Tan AC, Sams SB, Pillai MM, Elias AD, Robinson WA, Sartorius CA, Kabos P. Fibroblast Subtypes Regulate Responsiveness of Luminal Breast Cancer to Estrogen. Clin Cancer Res 2016; 23:1710-1721. [PMID: 27702820 DOI: 10.1158/1078-0432.ccr-15-2851] [Citation(s) in RCA: 160] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 09/12/2016] [Accepted: 09/19/2016] [Indexed: 01/02/2023]
Abstract
Purpose: Antiendocrine therapy remains the most effective treatment for estrogen receptor-positive (ER+) breast cancer, but development of resistance is a major clinical complication. Effective targeting of mechanisms that control the loss of ER dependency in breast cancer remains elusive. We analyzed breast cancer-associated fibroblasts (CAF), the largest component of the tumor microenvironment, as a factor contributing to ER expression levels and antiendocrine resistance.Experimental Design: Tissues from patients with ER+ breast cancer were analyzed for the presence of CD146-positive (CD146pos) and CD146-negative (CD146neg) fibroblasts. ER-dependent proliferation and tamoxifen sensitivity were evaluated in ER+ tumor cells cocultured with CD146pos or CD146neg fibroblasts. RNA sequencing was used to develop a high-confidence gene signature that predicts for disease recurrence in tamoxifen-treated patients with ER+ breast cancer.Results: We demonstrate that ER+ breast cancers contain two CAF subtypes defined by CD146 expression. CD146neg CAFs suppress ER expression in ER+ breast cancer cells, decrease tumor cell sensitivity to estrogen, and increase tumor cell resistance to tamoxifen therapy. Conversely, the presence of CD146pos CAFs maintains ER expression in ER+ breast cancer cells and sustains estrogen-dependent proliferation and sensitivity to tamoxifen. Conditioned media from CD146pos CAFs with tamoxifen-resistant breast cancer cells are sufficient to restore tamoxifen sensitivity. Gene expression profiles of patient breast tumors with predominantly CD146neg CAFs correlate with inferior clinical response to tamoxifen and worse patient outcomes.Conclusions: Our data suggest that CAF composition contributes to treatment response and patient outcomes in ER+ breast cancer and should be considered a target for drug development. Clin Cancer Res; 23(7); 1710-21. ©2016 AACR.
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Affiliation(s)
- Heather M Brechbuhl
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado.
| | | | - Tomomi M Yamamoto
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado
| | - Austin E Gillen
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado
| | - Diana M Cittelly
- Department of Pathology, University of Colorado Denver, Aurora, Colorado
| | - Aik-Choon Tan
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado
| | - Sharon B Sams
- Department of Pathology, University of Colorado Denver, Aurora, Colorado
| | - Manoj M Pillai
- Section of Hematology, Division of Hematology, Yale Cancer Center and Yale University School of Medicine, New Haven, Connecticut
| | - Anthony D Elias
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado
| | - William A Robinson
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado
| | - Carol A Sartorius
- Department of Pathology, University of Colorado Denver, Aurora, Colorado
| | - Peter Kabos
- Department of Medicine, Division of Medical Oncology, University of Colorado Denver, Aurora, Colorado.
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39
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Flannery CA, Fleming AG, Choe GH, Naqvi H, Zhang M, Sharma A, Taylor HS. Endometrial Cancer-Associated FGF18 Expression Is Reduced by Bazedoxifene in Human Endometrial Stromal Cells In Vitro and in Murine Endometrium. Endocrinology 2016; 157:3699-3708. [PMID: 27267714 PMCID: PMC5045514 DOI: 10.1210/en.2016-1233] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Endometrial cancer develops during exposure to estrogen unopposed by progesterone. Traditional formulations for menopausal hormone therapy include a progestin in women with a uterus. However, progestin exposure increases breast cancer risk in postmenopausal women. Alternatives to progestin include bazedoxifene (BZA), a selective estrogen receptor modulator, which prevents estrogen induced endometrial hyperplasia in clinical trials. Molecular mechanisms responsible for BZA's antiproliferative effect are not fully elucidated. We profiled endometrial adenocarcinoma, hyperplasia, and normal proliferative endometrium for differential expression in genes known to be regulated by estrogens or progesterone. Fibroblast growth factor (FGF)18, a paracrine growth factor promoting epithelial proliferation, was significantly increased in adenocarcinoma. Progesterone represses FGF18 by inducing heart and neural crest derivatives expressed transcript 2 (HAND2) in stromal cells. Notably, we confirmed lower HAND2 mRNA in adenocarcinoma, along with higher FGF tyrosine kinase receptor 2 and E74-like factor 5, collectively promoting FGF18 activity. We hypothesized BZA reduces epithelial proliferation by inhibiting FGF18 synthesis in stromal cells. To determine whether BZA regulates FGF18, we treated primary stromal cells with BZA or vehicle. In vitro, BZA reduced FGF18, but did not affect, HAND2. CD1 female mice received either BZA, conjugated estrogen (CE), or combined BZA/CE for 8 weeks. CE-treated mice had nearly 3-fold higher FGF18 expression. In contrast, BZA-treated mice, alone or with CE, had similar FGF18 as controls. Unexpectedly, BZA, alone or with CE, reduced HAND2 more than 80%, differing from progesterone regulation. Reduction of FGF18 is a potential mechanism by which BZA reduces endometrial proliferation and hyperplasia induced by estrogens. However, BZA works independently of HAND2, revealing a novel mechanism for progestin-free hormone therapy in postmenopausal women.
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Affiliation(s)
- Clare A Flannery
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Andrew G Fleming
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Gina H Choe
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Hanyia Naqvi
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Margaret Zhang
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Anu Sharma
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
| | - Hugh S Taylor
- Obstetrics, Gynecology, and Reproductive Sciences (C.A.F., A.G.F., G.H.C., H.N., M.Z., H.S.T.), Yale School of Medicine, New Haven, Connecticut 06520; and Endocrinology and Metabolism (C.A.F., A.S.), Internal Medicine, Yale School of Medicine, New Haven, Connecticut 06520
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40
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Methyl-CpG-binding protein MBD2 plays a key role in maintenance and spread of DNA methylation at CpG islands and shores in cancer. Oncogene 2016; 36:1328-1338. [PMID: 27593931 DOI: 10.1038/onc.2016.297] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 07/04/2016] [Accepted: 07/17/2016] [Indexed: 02/07/2023]
Abstract
Cancer is characterised by DNA hypermethylation and gene silencing of CpG island-associated promoters, including tumour-suppressor genes. The methyl-CpG-binding domain (MBD) family of proteins bind to methylated DNA and can aid in the mediation of gene silencing through interaction with histone deacetylases and histone methyltransferases. However, the mechanisms responsible for eliciting CpG island hypermethylation in cancer, and the potential role that MBD proteins play in modulation of the methylome remain unclear. Our previous work demonstrated that MBD2 preferentially binds to the hypermethylated GSTP1 promoter CpG island in prostate cancer cells. Here, we use functional genetic approaches to investigate if MBD2 plays an active role in reshaping the DNA methylation landscape at this locus and genome-wide. First, we show that loss of MBD2 results in inhibition of both maintenance and spread of de novo methylation of a transfected construct containing the GSTP1 promoter CpG island in prostate cancer cells and Mbd2-/- mouse fibroblasts. De novo methylation was rescued by transient expression of Mbd2 in Mbd2-/- cells. Second, we show that MBD2 depletion triggers significant hypomethylation genome-wide in prostate cancer cells with concomitant loss of MBD2 binding at promoter and enhancer regulatory regions. Finally, CpG islands and shores that become hypomethylated after MBD2 depletion in LNCaP cancer cells show significant hypermethylation in clinical prostate cancer samples, highlighting a potential active role of MBD2 in promoting cancer-specific hypermethylation. Importantly, co-immunoprecipiation of MBD2 shows that MBD2 associates with DNA methyltransferase enzymes 1 and 3A. Together our results demonstrate that MBD2 has a critical role in 'rewriting' the cancer methylome at specific regulatory regions.
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Fitzgerald LM, Browne EP, Christie KD, Punska EC, Simmons LO, Williams KE, Pentecost BT, M Jawale R, Otis CN, Arcaro KF. ELF5 and DOK7 regulation in anti-estrogen treated cells and tumors. Cancer Cell Int 2016; 16:8. [PMID: 26884724 PMCID: PMC4754800 DOI: 10.1186/s12935-016-0282-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 02/03/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Most women with primary breast cancers that express estrogen receptor alpha (ER or ESR1) are treated with endocrine therapies including the anti-estrogen tamoxifen, but resistance to these anti-endocrine therapies often develops. This study characterizes the expression of hormone receptors, and the mRNA and DNA methylation levels of docking protein 7 (DOK7), and E74-like factor 5 (ELF5), in 21 novel tamoxifen-resistant cell lines and extends the findings to primary and recurrent human breast tumors. METHODS Twenty-one tamoxifen-selected cell lines were developed through cloning by limiting dilution of an MCF-7 cell culture treated with 1 μM tamoxifen for 6 months. The parent (MCF-7) and tamoxifen-selected cell lines were characterized for protein expression of ER, progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2) using immunohistochemistry (IHC). The mRNA levels of ER, DOK7, and ELF5 were assessed using quantitative RT-PCR. Promoter methylation levels of DOK7 and ELF5 were determined by pyrosequencing of bisulfite-modified DNA. The relationship between hormone receptor status and promoter methylation of DOK7 and ELF5 was further examined using available methylation array data (Illumina HM450) from a set of paired primary and second breast tumors from 24 women. RESULTS All 21 of the novel tamoxifen-selected cell lines are ER-positive, and HER2-negative, and 18 of the cell lines are PR-negative while the MCF-7 cells were scored as ER-positive, modestly PR-positive and HER2 negative. Expression of DOK7 and ELF5 is significantly up-regulated in half of the tamoxifen-selected cell lines as compared to the parental MCF-7. In contrast, the previously established ER-negative TMX2-28 cell line has decreased expression of both DOK7 and ELF5 and increased DNA methylation in the transcriptional start site region of these genes. ELF5 methylation was lower in second versus primary tumors in women who received anti-estrogen treatment, in PR-negative versus PR-positive tumors, and in the subset of PR-positive first tumors from the group of women who had second PR-negative tumors as compared to those who had second PR-positive tumors. CONCLUSIONS The distinct ELF5 methylation of PR-positive primary tumors from women who had a PR-negative recurrence indicates the possibility of stratification of women for tailored treatment in the early stages of disease.
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Affiliation(s)
- Lily M Fitzgerald
- Department of Environmental Science, University of Massachusetts Amherst, Amherst, MA USA
| | - Eva P Browne
- Department of Veterinary and Animal Science, University of Massachusetts Amherst, Amherst, MA USA
| | - Kevin D Christie
- Department of Biochemistry and Molecular Biology, University of Massachusetts Amherst, Amherst, MA USA
| | - Elizabeth C Punska
- Department of Veterinary and Animal Science, University of Massachusetts Amherst, Amherst, MA USA
| | - Leo O Simmons
- Department of Biochemistry and Molecular Biology, University of Massachusetts Amherst, Amherst, MA USA
| | - Kristin E Williams
- Department of Molecular and Cellular Biology, University of Massachusetts Amherst, Amherst, MA USA
| | - Brian T Pentecost
- Wadsworth Center, New York State Department of Health, Albany, NY USA
| | - Rahul M Jawale
- Pathology Department, Baystate Medical Center, Springfield, MA USA
| | | | - Kathleen F Arcaro
- Department of Veterinary and Animal Science, University of Massachusetts Amherst, Amherst, MA USA
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Piggin CL, Roden DL, Gallego-Ortega D, Lee HJ, Oakes SR, Ormandy CJ. ELF5 isoform expression is tissue-specific and significantly altered in cancer. Breast Cancer Res 2016; 18:4. [PMID: 26738740 PMCID: PMC4704400 DOI: 10.1186/s13058-015-0666-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 12/16/2015] [Indexed: 12/14/2022] Open
Abstract
Background E74-like factor 5 (ELF5) is an epithelial-specific member of the E26 transforming sequence (ETS) transcription factor family and a critical regulator of cell fate in the placenta, pulmonary bronchi, and milk-producing alveoli of the mammary gland. ELF5 also plays key roles in malignancy, particularly in basal-like and endocrine-resistant forms of breast cancer. Almost all genes undergo alternative transcription or splicing, which increases the diversity of protein structure and function. Although ELF5 has multiple isoforms, this has not been considered in previous studies of ELF5 function. Methods RNA-sequencing data for 6757 samples from The Cancer Genome Atlas were analyzed to characterize ELF5 isoform expression in multiple normal tissues and cancers. Extensive in vitro analysis of ELF5 isoforms, including a 116-gene quantitative polymerase chain reaction panel, was performed in breast cancer cell lines. Results ELF5 isoform expression was found to be tissue-specific due to alternative promoter use but altered in multiple cancer types. The normal breast expressed one main isoform, while in breast cancer there were subtype-specific alterations in expression. Expression of other ETS factors was also significantly altered in breast cancer, with the basal-like subtype demonstrating a distinct ETS expression profile. In vitro inducible expression of the full-length isoforms 1 and 2, as well as isoform 3 (lacking the Pointed domain) had similar phenotypic and transcriptional effects. Conclusions Alternative promoter use, conferring differential regulatory responses, is the main mechanism governing ELF5 action rather than differential transcriptional activity of the isoforms. This understanding of expression and function at the isoform level is a vital first step in realizing the potential of transcription factors such as ELF5 as prognostic markers or therapeutic targets in cancer. Electronic supplementary material The online version of this article (doi:10.1186/s13058-015-0666-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Catherine L Piggin
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia.
| | - Daniel L Roden
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia.
| | - David Gallego-Ortega
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia.
| | - Heather J Lee
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia. .,Babraham Institute, Cambridge, CB22 3AT, UK.
| | - Samantha R Oakes
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia.
| | - Christopher J Ormandy
- Cancer Division, Garvan Institute of Medical Research/The Kinghorn Cancer Centre, Sydney, NSW, 2010, Australia.
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Castro MAA, de Santiago I, Campbell TM, Vaughn C, Hickey TE, Ross E, Tilley WD, Markowetz F, Ponder BAJ, Meyer KB. Regulators of genetic risk of breast cancer identified by integrative network analysis. Nat Genet 2016; 48:12-21. [PMID: 26618344 PMCID: PMC4697365 DOI: 10.1038/ng.3458] [Citation(s) in RCA: 139] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 11/06/2015] [Indexed: 12/14/2022]
Abstract
Genetic risk for breast cancer is conferred by a combination of multiple variants of small effect. To better understand how risk loci might combine, we examined whether risk-associated genes share regulatory mechanisms. We created a breast cancer gene regulatory network comprising transcription factors and groups of putative target genes (regulons) and asked whether specific regulons are enriched for genes associated with risk loci via expression quantitative trait loci (eQTLs). We identified 36 overlapping regulons that were enriched for risk loci and formed a distinct cluster within the network, suggesting shared biology. The risk transcription factors driving these regulons are frequently mutated in cancer and lie in two opposing subgroups, which relate to estrogen receptor (ER)(+) luminal A or luminal B and ER(-) basal-like cancers and to different luminal epithelial cell populations in the adult mammary gland. Our network approach provides a foundation for determining the regulatory circuits governing breast cancer, to identify targets for intervention, and is transferable to other disease settings.
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Affiliation(s)
- Mauro A A Castro
- Bioinformatics and Systems Biology Laboratory, Federal University of Paraná (UFPR), Polytechnic Center, Curitiba, Brazil
| | - Ines de Santiago
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/Medical Research Council (MRC) Research Centre, Cambridge, UK
| | - Thomas M Campbell
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/Medical Research Council (MRC) Research Centre, Cambridge, UK
| | - Courtney Vaughn
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/Medical Research Council (MRC) Research Centre, Cambridge, UK
| | - Theresa E Hickey
- Dame Roma Mitchell Cancer Research Laboratories, School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Edith Ross
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Wayne D Tilley
- Dame Roma Mitchell Cancer Research Laboratories, School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - Florian Markowetz
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Bruce A J Ponder
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/Medical Research Council (MRC) Research Centre, Cambridge, UK
| | - Kerstin B Meyer
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- Department of Oncology, University of Cambridge, Hutchison/Medical Research Council (MRC) Research Centre, Cambridge, UK
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Gallego-Ortega D, Ledger A, Roden DL, Law AMK, Magenau A, Kikhtyak Z, Cho C, Allerdice SL, Lee HJ, Valdes-Mora F, Herrmann D, Salomon R, Young AIJ, Lee BY, Sergio CM, Kaplan W, Piggin C, Conway JRW, Rabinovich B, Millar EKA, Oakes SR, Chtanova T, Swarbrick A, Naylor MJ, O’Toole S, Green AR, Timpson P, Gee JMW, Ellis IO, Clark SJ, Ormandy CJ. ELF5 Drives Lung Metastasis in Luminal Breast Cancer through Recruitment of Gr1+ CD11b+ Myeloid-Derived Suppressor Cells. PLoS Biol 2015; 13:e1002330. [PMID: 26717410 PMCID: PMC4696735 DOI: 10.1371/journal.pbio.1002330] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 11/17/2015] [Indexed: 12/02/2022] Open
Abstract
During pregnancy, the ETS transcription factor ELF5 establishes the milk-secreting alveolar cell lineage by driving a cell fate decision of the mammary luminal progenitor cell. In breast cancer, ELF5 is a key transcriptional determinant of tumor subtype and has been implicated in the development of insensitivity to anti-estrogen therapy. In the mouse mammary tumor virus-Polyoma Middle T (MMTV-PyMT) model of luminal breast cancer, induction of ELF5 levels increased leukocyte infiltration, angiogenesis, and blood vessel permeability in primary tumors and greatly increased the size and number of lung metastasis. Myeloid-derived suppressor cells, a group of immature neutrophils recently identified as mediators of vasculogenesis and metastasis, were recruited to the tumor in response to ELF5. Depletion of these cells using specific Ly6G antibodies prevented ELF5 from driving vasculogenesis and metastasis. Expression signatures in luminal A breast cancers indicated that increased myeloid cell invasion and inflammation were correlated with ELF5 expression, and increased ELF5 immunohistochemical staining predicted much shorter metastasis–free and overall survival of luminal A patients, defining a group who experienced unexpectedly early disease progression. Thus, in the MMTV-PyMT mouse mammary model, increased ELF5 levels drive metastasis by co-opting the innate immune system. As ELF5 has been previously implicated in the development of antiestrogen resistance, this finding implicates ELF5 as a defining factor in the acquisition of the key aspects of the lethal phenotype in luminal A breast cancer. Up-regulation of the transcription factor ELF5 in tumors helps to create a micro-environment that recruits the innate immune system and increases vascular permeability, leading to increased metastasis in luminal breast cancer. Together with its role in anti-estrogen resistance, this suggests that ELF5 is a major driver of a lethal phenotype. The transcription factor Elf5 defines hormone-insensitive and endocrine-therapy–resistant breast cancer. In this study, we have discovered that ELF5 drives the spread of tumor cells to the lungs. We demonstrate that the underlying mechanism for this metastatic spread is via recruitment of the innate immune system. Interestingly, this effect is able to overcome the other tumor-suppressive effects of ELF5 on cancer cells, such as reduced proliferation, motility, and invasion. This important finding challenges the more conventional view that the most potent determinant of metastatic activity lies within the cancer cell. We clearly demonstrate that the innate immune system strongly influences the metastatic activity of cancer cells despite their cell-intrinsic spread potential. Our previous work demonstrated that in luminal breast cancer, ELF5 is a key determinant of antiestrogen therapy resistance. Here, we show that the metastatic mechanism driven by ELF5 is most important in luminal breast cancer patients, in whom higher ELF5 expression is associated with low presence of cytotoxic T lymphocytes, an immune cell population responsible for tumor rejection. Thus, we now see that ELF5 may be behind the two most important processes that cause luminal breast cancers to progress towards the lethal phenotype; resistance to antiestrogen therapy and the development of metastatic activity. This understanding could pave the way for new therapeutic strategies to be devised and new predictive tests to be developed.
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Affiliation(s)
- David Gallego-Ortega
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
- * E-mail: (DGO); (CJO)
| | - Anita Ledger
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Daniel L. Roden
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Andrew M. K. Law
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Astrid Magenau
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Zoya Kikhtyak
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Christina Cho
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Stephanie L. Allerdice
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Heather J. Lee
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Fatima Valdes-Mora
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - David Herrmann
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Robert Salomon
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Adelaide I. J. Young
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Brian Y. Lee
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - C. Marcelo Sergio
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Warren Kaplan
- Peter Wills Bioinformatic Center, Garvan Institute of Medical Research, Darlinghurst, New South Wales, Australia
| | - Catherine Piggin
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - James R. W. Conway
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Brian Rabinovich
- The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Ewan K. A. Millar
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- Department of Anatomical Pathology SEALS, St. George Hospital, Kogarah, New South Wales, Australia
- School of Medicine and Health Sciences, University of Western Sydney, Campbelltown, New South Wales, Australia
| | - Samantha R. Oakes
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Tatyana Chtanova
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
| | - Alexander Swarbrick
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Matthew J. Naylor
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- Sydney Medical School, University of Sydney, Camperdown, New South Wales, Australia
| | - Sandra O’Toole
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- Sydney Medical School, University of Sydney, Camperdown, New South Wales, Australia
| | - Andrew R. Green
- Department of Histopathology, Nottingham City Hospital and Nottingham University, Nottingham, United Kingdom
| | - Paul Timpson
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Julia M. W. Gee
- Cardiff School of Pharmacy and Pharmaceutical Sciences, Cardiff University, Cardiff, United Kingdom
| | - Ian O. Ellis
- Department of Histopathology, Nottingham City Hospital and Nottingham University, Nottingham, United Kingdom
| | - Susan J. Clark
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
| | - Christopher J. Ormandy
- Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Darlinghurst, New South Wales, Australia
- St. Vincent’s Clinical School of Medicine, Faculty of Medicine, University of New South Wales, Darlinghurst, New South Wales, Australia
- * E-mail: (DGO); (CJO)
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Quenel-Tueux N, Debled M, Rudewicz J, MacGrogan G, Pulido M, Mauriac L, Dalenc F, Bachelot T, Lortal B, Breton-Callu C, Madranges N, de Lara CT, Fournier M, Bonnefoi H, Soueidan H, Nikolski M, Gros A, Daly C, Wood H, Rabbitts P, Iggo R. Clinical and genomic analysis of a randomised phase II study evaluating anastrozole and fulvestrant in postmenopausal patients treated for large operable or locally advanced hormone-receptor-positive breast cancer. Br J Cancer 2015; 113:585-94. [PMID: 26171933 PMCID: PMC4647692 DOI: 10.1038/bjc.2015.247] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 06/05/2015] [Accepted: 06/15/2015] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND The aim of this study was to assess the efficacy of neoadjuvant anastrozole and fulvestrant treatment of large operable or locally advanced hormone-receptor-positive breast cancer not eligible for initial breast-conserving surgery, and to identify genomic changes occurring after treatment. METHODS One hundred and twenty post-menopausal patients were randomised to receive 1 mg anastrozole (61 patients) or 500 mg fulvestrant (59 patients) for 6 months. Genomic DNA copy number profiles were generated for a subgroup of 20 patients before and after treatment. RESULTS A total of 108 patients were evaluable for efficacy and 118 for toxicity. The objective response rate determined by clinical palpation was 58.9% (95% CI=45.0-71.9) in the anastrozole arm and 53.8% (95% CI=39.5-67.8) in the fulvestrant arm. The breast-conserving surgery rate was 58.9% (95% CI=45.0-71.9) in the anastrozole arm and 50.0% (95% CI=35.8-64.2) in the fulvestrant arm. Pathological responses >50% occurred in 24 patients (42.9%) in the anastrozole arm and 13 (25.0%) in the fulvestrant arm. The Ki-67 score fell after treatment but there was no significant difference between the reduction in the two arms (anastrozole 16.7% (95% CI=13.3-21.0) before, 3.2% (95% CI=1.9-5.5) after, n=43; fulvestrant 17.1% (95%CI=13.1-22.5) before, 3.2% (95% CI=1.8-5.7) after, n=38) or between the reduction in Ki-67 in clinical responders and non-responders. Genomic analysis appeared to show a reduction of clonal diversity following treatment with selection of some clones with simpler copy number profiles. CONCLUSIONS Both anastrozole and fulvestrant were effective and well-tolerated, enabling breast-conserving surgery in over 50% of patients. Clonal changes consistent with clonal selection by the treatment were seen in a subgroup of patients.
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Affiliation(s)
- Nathalie Quenel-Tueux
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Marc Debled
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Justine Rudewicz
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- INSERM U916, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
- Bordeaux Bioinformatics Centre, University Bordeaux, 146, rue Léo Saignat, F-33076 Bordeaux, France
- CNRS UMR5800, Bordeaux Computer Science Lab, 351 Cours de la Libération, F-33405 Talence, France
| | - Gaetan MacGrogan
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- INSERM U916, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
| | - Marina Pulido
- Inserm Clinical Investigation Centre CIC1401, Epidemiological Unit, 229 Cours de l'Argonne, Bordeaux 33076, France
- Clinical and Epidemiological Research Unit, Institut Bergonie, 229 Cours de l'Argonne, Bordeaux 33076, France
| | - Louis Mauriac
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Florence Dalenc
- Institut Claudius Regaud, IUCT-Oncopole Toulouse, 1 Avenue Irène Joliot-Curie, F-31059 Toulouse, France
| | - Thomas Bachelot
- CLCC Lyon, 28 Promenade Léa et Napoléon Bullukian, F-69008 Lyon, France
| | - Barbara Lortal
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Christelle Breton-Callu
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Nicolas Madranges
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Christine Tunon de Lara
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Marion Fournier
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
| | - Hervé Bonnefoi
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- INSERM U916, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
| | - Hayssam Soueidan
- Bordeaux Bioinformatics Centre, University Bordeaux, 146, rue Léo Saignat, F-33076 Bordeaux, France
| | - Macha Nikolski
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
- Bordeaux Bioinformatics Centre, University Bordeaux, 146, rue Léo Saignat, F-33076 Bordeaux, France
- CNRS UMR5800, Bordeaux Computer Science Lab, 351 Cours de la Libération, F-33405 Talence, France
| | - Audrey Gros
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- INSERM U916, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
| | - Catherine Daly
- Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds LS9 7TF, UK
| | - Henry Wood
- Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds LS9 7TF, UK
| | - Pamela Rabbitts
- Leeds Institute of Cancer and Pathology, University of Leeds, Beckett Street, Leeds LS9 7TF, UK
| | - Richard Iggo
- Institut Bergonié Comprehensive Cancer Centre, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- INSERM U916, 229 Cours de l'Argonne, F-33000 Bordeaux, France
- University Bordeaux, 16 Avenue Léon Duguit, F-33608 Pessac, France
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Tarulli GA, Laven-Law G, Shakya R, Tilley WD, Hickey TE. Hormone-sensing mammary epithelial progenitors: emerging identity and hormonal regulation. J Mammary Gland Biol Neoplasia 2015; 20:75-91. [PMID: 26390871 DOI: 10.1007/s10911-015-9344-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Accepted: 09/07/2015] [Indexed: 12/13/2022] Open
Abstract
The hormone-sensing mammary epithelial cell (HS-MEC-expressing oestrogen receptor-alpha (ERα) and progesterone receptor (PGR)) is often represented as being terminally differentiated and lacking significant progenitor activity after puberty. Therefore while able to profoundly influence the proliferation and function of other MEC populations, HS-MECs are purported not to respond to sex hormone signals by engaging in significant cell proliferation during adulthood. This is a convenient and practical simplification that overshadows the sublime, and potentially critical, phenotypic plasticity found within the adult HS-MEC population. This concept is exemplified by the large proportion (~80 %) of human breast cancers expressing PGR and/or ERα, demonstrating that HS-MECs clearly proliferate in the context of breast cancer. Understanding how HS-MEC proliferation and differentiation is driven could be key to unraveling the mechanisms behind uncontrolled HS-MEC proliferation associated with ERα- and/or PGR-positive breast cancers. Herein we review evidence for the existence of a HS-MEC progenitor and the emerging plasticity of the HS-MEC population in general. This is followed by an analysis of hormones other than oestrogen and progesterone that are able to influence HS-MEC proliferation and differentiation: androgens, prolactin and transforming growth factor-beta1.
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Affiliation(s)
- Gerard A Tarulli
- Dame Roma Mitchell Cancer Research Laboratories (DRMCRL), School of Medicine, Faculty of Health Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia.
| | - Geraldine Laven-Law
- Dame Roma Mitchell Cancer Research Laboratories (DRMCRL), School of Medicine, Faculty of Health Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Reshma Shakya
- Breast Cancer Genetics Laboratory, Centre for Personalised Cancer Medicine, School of Medicine, Faculty of Health Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Wayne D Tilley
- Dame Roma Mitchell Cancer Research Laboratories (DRMCRL), School of Medicine, Faculty of Health Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
| | - Theresa E Hickey
- Dame Roma Mitchell Cancer Research Laboratories (DRMCRL), School of Medicine, Faculty of Health Sciences, The University of Adelaide, Adelaide, SA, 5005, Australia
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Yao B, Zhao J, Li Y, Li H, Hu Z, Pan P, Zhang Y, Du E, Liu R, Xu Y. Elf5 inhibits TGF-β-driven epithelial-mesenchymal transition in prostate cancer by repressing SMAD3 activation. Prostate 2015; 75:872-82. [PMID: 25728398 DOI: 10.1002/pros.22970] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Accepted: 01/02/2014] [Indexed: 01/14/2023]
Abstract
BACKGROUND The epithelial-mesenchymal transition (EMT) has been associated with the acquisition of migration, invasiveness, and metastasis traits. During tumor progression, EMT can be induced by transforming growth factor-β (TGF-β) signal that epithelial cells receive from their microenvironment. However, the master regulatory controls on TGF-β-EMT axis are not understood. METHODS The protein expression in human specimens was measured by immunohistochemical staining. E74-like factor 5 (Elf5) was silenced by short interfering RNAs in LNCaP cells and stably overexpressed by HA-tagged Elf5 cDNAs in 22Rv1 cells. These cells were used to study migration and anchorage-independent growth. RESULTS Our data reveal that Elf5 results in the failure of mesenchymal morphogenesis, upregulation of EMT markers, spheres formation, and migration in the presence of TGF-β. Furthermore, Elf5 blocks TGF-β signaling, through decreasing drosophila mothers against decapentaplegic protein (SMAD3) activation by binding to it, one of the major effector of TGF-β-induced EMT. Moreover, Elf5 can serve as a prognostic marker of metastasis-free survival in patients with TGF-β-positive prostate cancer. CONCLUSIONS Elf5 expression is inversely correlated with EMT. Elf5 inhibits TGF-β-driven EMT via repressing SMAD3 phosphorylation in prostate cancer cells. In addition, Elf5 can be used as a biomarker of metastasis-free survival in patients with TGF-β-positive prostate cancer.
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Affiliation(s)
- Bing Yao
- Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China
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Ma L, Shan Y, Bai R, Xue L, Eide CA, Ou J, Zhu LJ, Hutchinson L, Cerny J, Khoury HJ, Sheng Z, Druker BJ, Li S, Green MR. A therapeutically targetable mechanism of BCR-ABL-independent imatinib resistance in chronic myeloid leukemia. Sci Transl Med 2015; 6:252ra121. [PMID: 25186176 DOI: 10.1126/scitranslmed.3009073] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Resistance to the BCR-ABL inhibitor imatinib mesylate (IM) poses a major problem for the treatment of chronic myeloid leukemia (CML). IM resistance often results from a secondary mutation in BCR-ABL that interferes with drug binding. However, in many instances, there is no mutation in BCR-ABL, and the basis of such BCR-ABL-independent IM resistance remains to be elucidated. To gain insight into BCR-ABL-independent IM resistance mechanisms, we performed a large-scale RNA interference screen and identified IM-sensitizing genes (IMSGs) whose knockdown renders BCR-ABL(+) cells IM-resistant. In these IMSG knockdown cells, RAF/mitogen-activated protein kinase kinase (MEK)/extracellular signal-regulated kinase (ERK) signaling is sustained after IM treatment because of up-regulation of PRKCH, which encodes the protein kinase C (PKC) family member PKCη, an activator of CRAF. PRKCH is also up-regulated in samples from CML patients with BCR-ABL-independent IM resistance. Combined treatment with IM and trametinib, a U.S. Food and Drug Administration-approved MEK inhibitor, synergistically kills BCR-ABL(+) IMSG knockdown cells and prolongs survival in mouse models of BCR-ABL-independent IM-resistant CML. Finally, we showed that CML stem cells contain high levels of PRKCH, and this contributes to their intrinsic IM resistance. Combined treatment with IM and trametinib synergistically kills CML stem cells with negligible effect on normal hematopoietic stem cells. Collectively, our results identify a therapeutically targetable mechanism of BCR-ABL-independent IM resistance in CML and CML stem cells.
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Affiliation(s)
- Leyuan Ma
- Howard Hughes Medical Institute, Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Yi Shan
- Division of Hematology/Oncology, Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Robert Bai
- Howard Hughes Medical Institute, Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Liting Xue
- Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Christopher A Eide
- Howard Hughes Medical Institute, Knight Cancer Institute, Division of Hematology and Medical Oncology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Jianhong Ou
- Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Lihua J Zhu
- Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA. Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Lloyd Hutchinson
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Jan Cerny
- Division of Hematology/Oncology, Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Hanna Jean Khoury
- Department of Hematology and Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA 30332, USA
| | - Zhi Sheng
- Virginia Tech Carilion Research Institute, Roanoke, VA 24016, USA. Department of Biomedical Sciences and Pathobiology, Virginia Tech, Blacksburg, VA 24061, USA
| | - Brian J Druker
- Howard Hughes Medical Institute, Knight Cancer Institute, Division of Hematology and Medical Oncology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Shaoguang Li
- Division of Hematology/Oncology, Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA
| | - Michael R Green
- Howard Hughes Medical Institute, Programs in Gene Function and Expression and Molecular Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA.
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ID4 controls mammary stem cells and marks breast cancers with a stem cell-like phenotype. Nat Commun 2015; 6:6548. [DOI: 10.1038/ncomms7548] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 02/04/2015] [Indexed: 01/22/2023] Open
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Sackmann-Sala L, Guidotti JE, Goffin V. Minireview: prolactin regulation of adult stem cells. Mol Endocrinol 2015; 29:667-81. [PMID: 25793405 DOI: 10.1210/me.2015-1022] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Adult stem/progenitor cells are found in many tissues, where their primary role is to maintain homeostasis. Recent studies have evaluated the regulation of adult stem/progenitor cells by prolactin in various target tissues or cell types, including the mammary gland, the prostate, the brain, the bone marrow, the hair follicle, and colon cancer cells. Depending on the tissue, prolactin can either maintain stem cell quiescence or, in contrast, promote stem/progenitor cell expansion and push their progeny towards differentiation. In many instances, whether these effects are direct or involve paracrine regulators remains debated. This minireview aims to overview the current knowledge in the field.
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Affiliation(s)
- Lucila Sackmann-Sala
- Institut Necker Enfants Malades, Inserm Unité1151, Centre National de la Recherche Scientifique, Unité Mixte de Recherche 8253, Team Prolactin/Growth Hormone Pathophysiology, Faculty of Medicine, University Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France
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